warning: commands will be executed using /bin/sh
job 1532 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	14
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1807784 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 602594 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 31774 members 
Mstep: Class 3 contains 31723 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 31728 members 
Mstep: Class 6 contains 31850 members 
Mstep: Class 7 contains 31455 members 
Mstep: Class 8 contains 31640 members 
Mstep: Class 9 contains 31655 members 
Mstep: Class 10 contains 31812 members 
Mstep: Class 11 contains 31666 members 
Mstep: Class 12 contains 31537 members 
Mstep: Class 13 contains 31813 members 
Mstep: Class 14 contains 31815 members 
Mstep: Class 15 contains 31877 members 
Mstep: Class 16 contains 31699 members 
Mstep: Class 17 contains 31729 members 
Mstep: Class 18 contains 31732 members 
Mstep: Class 19 contains 31481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 817.346008 but Gain 2162.714844
Score: -52543968.000000 Penalty: 38928.820312
Iteration 0F: 19 clusters Score -5.254397e+07 nChanged 565833
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 21529 members 
Mstep: Class 3 contains 58644 members 
Mstep: Class 4 contains 27511 members 
Mstep: Class 5 contains 26141 members 
Mstep: Class 6 contains 25673 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 29353 members 
Mstep: Class 10 contains 23482 members 
Mstep: Class 11 contains 39340 members 
Mstep: Class 12 contains 35611 members 
Mstep: Class 13 contains 49418 members 
Mstep: Class 14 contains 36318 members 
Mstep: Class 15 contains 32392 members 
Mstep: Class 17 contains 28063 members 
Mstep: Class 18 contains 32875 members 
Mstep: Class 19 contains 56331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53770912.000000 Penalty: 38928.820312
Iteration 1F: 19 clusters Score -5.377091e+07 nChanged 151051
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 14723 members 
Mstep: Class 3 contains 77829 members 
Mstep: Class 4 contains 28219 members 
Mstep: Class 5 contains 22721 members 
Mstep: Class 6 contains 22886 members 
Mstep: Class 7 contains 19431 members 
Mstep: Class 8 contains 13792 members 
Mstep: Class 9 contains 30132 members 
Mstep: Class 10 contains 20942 members 
Mstep: Class 11 contains 35100 members 
Mstep: Class 12 contains 35368 members 
Mstep: Class 13 contains 57104 members 
Mstep: Class 14 contains 33311 members 
Mstep: Class 15 contains 27104 members 
Mstep: Class 17 contains 26976 members 
Mstep: Class 18 contains 27629 members 
Mstep: Class 19 contains 72331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53918152.000000 Penalty: 38928.820312
Iteration 2F: 19 clusters Score -5.391815e+07 nChanged 120225
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 9935 members 
Mstep: Class 3 contains 96204 members 
Mstep: Class 4 contains 29001 members 
Mstep: Class 5 contains 18503 members 
Mstep: Class 6 contains 19623 members 
Mstep: Class 7 contains 16422 members 
Mstep: Class 8 contains 9163 members 
Mstep: Class 9 contains 32455 members 
Mstep: Class 10 contains 18985 members 
Mstep: Class 11 contains 32411 members 
Mstep: Class 12 contains 31404 members 
Mstep: Class 13 contains 62023 members 
Mstep: Class 14 contains 29683 members 
Mstep: Class 15 contains 23840 members 
Mstep: Class 17 contains 24868 members 
Mstep: Class 18 contains 25853 members 
Mstep: Class 19 contains 85174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021252.000000 Penalty: 38928.820312
Iteration 3F: 19 clusters Score -5.402125e+07 nChanged 102770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 6627 members 
Mstep: Class 3 contains 115430 members 
Mstep: Class 4 contains 29545 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 15845 members 
Mstep: Class 7 contains 13100 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 36076 members 
Mstep: Class 10 contains 17513 members 
Mstep: Class 11 contains 30569 members 
Mstep: Class 12 contains 25165 members 
Mstep: Class 13 contains 63228 members 
Mstep: Class 14 contains 26209 members 
Mstep: Class 15 contains 21234 members 
Mstep: Class 17 contains 21847 members 
Mstep: Class 18 contains 26759 members 
Mstep: Class 19 contains 97013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54105920.000000 Penalty: 38928.820312
Iteration 4F: 19 clusters Score -5.410592e+07 nChanged 92193
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 136326 members 
Mstep: Class 4 contains 29555 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 11998 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 40602 members 
Mstep: Class 10 contains 15687 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 60863 members 
Mstep: Class 14 contains 22550 members 
Mstep: Class 15 contains 18675 members 
Mstep: Class 17 contains 18157 members 
Mstep: Class 18 contains 29514 members 
Mstep: Class 19 contains 109587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54181864.000000 Penalty: 38928.820312
Iteration 5F: 19 clusters Score -5.418186e+07 nChanged 83221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 3535 members 
Mstep: Class 3 contains 156904 members 
Mstep: Class 4 contains 29018 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 45644 members 
Mstep: Class 10 contains 13365 members 
Mstep: Class 11 contains 26483 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 55326 members 
Mstep: Class 14 contains 18569 members 
Mstep: Class 15 contains 16433 members 
Mstep: Class 17 contains 14005 members 
Mstep: Class 18 contains 33282 members 
Mstep: Class 19 contains 123483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2098.154297 but Gain 2162.710938
Score: -54249380.000000 Penalty: 36766.109375
Iteration 6F: 18 clusters Score -5.424938e+07 nChanged 75160
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 174899 members 
Mstep: Class 4 contains 27728 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 9 contains 50643 members 
Mstep: Class 10 contains 10665 members 
Mstep: Class 11 contains 24583 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 47896 members 
Mstep: Class 14 contains 14635 members 
Mstep: Class 15 contains 14726 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 38307 members 
Mstep: Class 19 contains 138723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54309140.000000 Penalty: 36766.109375
Iteration 7F: 18 clusters Score -5.430914e+07 nChanged 61814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 188458 members 
Mstep: Class 4 contains 25651 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 9 contains 54693 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 22418 members 
Mstep: Class 12 contains 3690 members 
Mstep: Class 13 contains 40606 members 
Mstep: Class 14 contains 11164 members 
Mstep: Class 15 contains 12976 members 
Mstep: Class 17 contains 6981 members 
Mstep: Class 18 contains 42428 members 
Mstep: Class 19 contains 153743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1428.861206 but Gain 2162.710938
Score: -54355700.000000 Penalty: 34603.398438
Iteration 8F: 17 clusters Score -5.43557e+07 nChanged 51119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 198238 members 
Mstep: Class 4 contains 23147 members 
Mstep: Class 5 contains 2029 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 9 contains 57785 members 
Mstep: Class 10 contains 5379 members 
Mstep: Class 11 contains 20421 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 35469 members 
Mstep: Class 14 contains 8349 members 
Mstep: Class 15 contains 11578 members 
Mstep: Class 17 contains 4783 members 
Mstep: Class 18 contains 46152 members 
Mstep: Class 19 contains 167361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1375.710693 but Gain 2162.712891
Score: -54392556.000000 Penalty: 32440.685547
Iteration 9F: 16 clusters Score -5.439256e+07 nChanged 39088
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 205204 members 
Mstep: Class 4 contains 20479 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 9 contains 59856 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 18448 members 
Mstep: Class 13 contains 32900 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 10710 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 48254 members 
Mstep: Class 19 contains 177559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1250.496826 but Gain 2162.712891
Score: -54419536.000000 Penalty: 30277.972656
Iteration 10F: 15 clusters Score -5.441954e+07 nChanged 29899
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2039 members 
Mstep: Class 3 contains 209009 members 
Mstep: Class 4 contains 17927 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 9 contains 61045 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 13 contains 32708 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 10292 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 49480 members 
Mstep: Class 19 contains 185247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1157.192749 but Gain 2162.712891
Score: -54438340.000000 Penalty: 28115.259766
Iteration 11Q: 14 clusters Score -5.443834e+07 nChanged 23543
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 211209 members 
Mstep: Class 4 contains 15385 members 
Mstep: Class 9 contains 61846 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 14802 members 
Mstep: Class 13 contains 33296 members 
Mstep: Class 14 contains 3538 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 17 contains 2004 members 
Mstep: Class 18 contains 49824 members 
Mstep: Class 19 contains 191497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1030.864624 but Gain 2162.710938
Score: -54452312.000000 Penalty: 25952.548828
Iteration 12Q: 13 clusters Score -5.445231e+07 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1594 members 
Mstep: Class 3 contains 212290 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 9 contains 62342 members 
Mstep: Class 11 contains 13238 members 
Mstep: Class 13 contains 34717 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 10236 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 49820 members 
Mstep: Class 19 contains 196460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1798.668457 but Gain 2162.712891
Score: -54462284.000000 Penalty: 23789.835938
Iteration 13Q: 12 clusters Score -5.446228e+07 nChanged 15807
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 212823 members 
Mstep: Class 4 contains 11357 members 
Mstep: Class 9 contains 62710 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 13 contains 36348 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 15 contains 10399 members 
Mstep: Class 18 contains 49503 members 
Mstep: Class 19 contains 200920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54468596.000000 Penalty: 23789.835938
Iteration 14Q: 12 clusters Score -5.44686e+07 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1067 members 
Mstep: Class 3 contains 212332 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 9 contains 62794 members 
Mstep: Class 11 contains 10413 members 
Mstep: Class 13 contains 38012 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 18 contains 48868 members 
Mstep: Class 19 contains 204295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2014.444580 but Gain 2162.712891
Score: -54472724.000000 Penalty: 21627.123047
Iteration 15Q: 11 clusters Score -5.447272e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 840 members 
Mstep: Class 3 contains 211939 members 
Mstep: Class 4 contains 8456 members 
Mstep: Class 9 contains 63051 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 13 contains 39651 members 
Mstep: Class 15 contains 10776 members 
Mstep: Class 18 contains 48398 members 
Mstep: Class 19 contains 208048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1901.435303 but Gain 2162.712891
Score: -54477772.000000 Penalty: 19464.410156
Iteration 16Q: 10 clusters Score -5.447777e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 211274 members 
Mstep: Class 4 contains 7351 members 
Mstep: Class 9 contains 63041 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 13 contains 41073 members 
Mstep: Class 15 contains 10918 members 
Mstep: Class 18 contains 47675 members 
Mstep: Class 19 contains 212095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54481992.000000 Penalty: 19464.410156
Iteration 17Q: 10 clusters Score -5.448199e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 209850 members 
Mstep: Class 4 contains 6417 members 
Mstep: Class 9 contains 62842 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 13 contains 42328 members 
Mstep: Class 15 contains 11012 members 
Mstep: Class 18 contains 46742 members 
Mstep: Class 19 contains 215173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54483088.000000 Penalty: 19464.410156
Iteration 18Q: 10 clusters Score -5.448309e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 208309 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 9 contains 62567 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 13 contains 43420 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 18 contains 45832 members 
Mstep: Class 19 contains 218307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54484608.000000 Penalty: 19464.410156
Iteration 19Q: 10 clusters Score -5.448461e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 206688 members 
Mstep: Class 4 contains 5107 members 
Mstep: Class 9 contains 62229 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 13 contains 44369 members 
Mstep: Class 15 contains 10999 members 
Mstep: Class 18 contains 44946 members 
Mstep: Class 19 contains 221449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54486048.000000 Penalty: 19464.410156
Iteration 20F: 10 clusters Score -5.448605e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 204872 members 
Mstep: Class 4 contains 4645 members 
Mstep: Class 9 contains 61868 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 13 contains 45201 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 18 contains 44071 members 
Mstep: Class 19 contains 224703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54487648.000000 Penalty: 19464.410156
Iteration 21Q: 10 clusters Score -5.448765e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 556 members 
Mstep: Class 3 contains 203021 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 9 contains 61452 members 
Mstep: Class 11 contains 5398 members 
Mstep: Class 13 contains 45917 members 
Mstep: Class 15 contains 10769 members 
Mstep: Class 18 contains 43156 members 
Mstep: Class 19 contains 228074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54488712.000000 Penalty: 19464.410156
Iteration 22Q: 10 clusters Score -5.448871e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 201087 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 9 contains 61035 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 13 contains 46527 members 
Mstep: Class 15 contains 10673 members 
Mstep: Class 18 contains 42236 members 
Mstep: Class 19 contains 231496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54489620.000000 Penalty: 19464.410156
Iteration 23Q: 10 clusters Score -5.448962e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 199037 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 9 contains 60596 members 
Mstep: Class 11 contains 4754 members 
Mstep: Class 13 contains 47015 members 
Mstep: Class 15 contains 10556 members 
Mstep: Class 18 contains 41333 members 
Mstep: Class 19 contains 235088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54490496.000000 Penalty: 19464.410156
Iteration 24Q: 10 clusters Score -5.44905e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 196904 members 
Mstep: Class 4 contains 3356 members 
Mstep: Class 9 contains 60100 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 13 contains 47420 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 18 contains 40405 members 
Mstep: Class 19 contains 238849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54491432.000000 Penalty: 19464.410156
Iteration 25Q: 10 clusters Score -5.449143e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 194789 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 9 contains 59584 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 13 contains 47718 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 18 contains 39480 members 
Mstep: Class 19 contains 242665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54492440.000000 Penalty: 19464.410156
Iteration 26Q: 10 clusters Score -5.449244e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 192671 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 9 contains 59102 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 13 contains 47922 members 
Mstep: Class 15 contains 10172 members 
Mstep: Class 18 contains 38539 members 
Mstep: Class 19 contains 246558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54493116.000000 Penalty: 19464.410156
Iteration 27Q: 10 clusters Score -5.449312e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 190509 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 9 contains 58606 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 13 contains 48066 members 
Mstep: Class 15 contains 10017 members 
Mstep: Class 18 contains 37607 members 
Mstep: Class 19 contains 250545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54493684.000000 Penalty: 19464.410156
Iteration 28Q: 10 clusters Score -5.449368e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 188317 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 9 contains 58073 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 13 contains 48186 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 254653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54494592.000000 Penalty: 19464.410156
Iteration 29Q: 10 clusters Score -5.449459e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 186194 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 9 contains 57516 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 13 contains 48239 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 18 contains 35556 members 
Mstep: Class 19 contains 258850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54495400.000000 Penalty: 19464.410156
Iteration 30Q: 10 clusters Score -5.44954e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 184011 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 9 contains 56970 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 13 contains 48255 members 
Mstep: Class 15 contains 9491 members 
Mstep: Class 18 contains 34531 members 
Mstep: Class 19 contains 263084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54496148.000000 Penalty: 19464.410156
Iteration 31Q: 10 clusters Score -5.449615e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 181761 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 9 contains 56401 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 13 contains 48200 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 18 contains 33515 members 
Mstep: Class 19 contains 267486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54497076.000000 Penalty: 19464.410156
Iteration 32Q: 10 clusters Score -5.449708e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 179376 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 9 contains 55853 members 
Mstep: Class 11 contains 2780 members 
Mstep: Class 13 contains 48116 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 18 contains 32564 members 
Mstep: Class 19 contains 271962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54497700.000000 Penalty: 19464.410156
Iteration 33Q: 10 clusters Score -5.44977e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 176875 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 9 contains 55252 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 13 contains 47999 members 
Mstep: Class 15 contains 8846 members 
Mstep: Class 18 contains 31690 members 
Mstep: Class 19 contains 276566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54498452.000000 Penalty: 19464.410156
Iteration 34Q: 10 clusters Score -5.449845e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 174387 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 9 contains 54611 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 13 contains 47876 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 18 contains 30811 members 
Mstep: Class 19 contains 281169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54499648.000000 Penalty: 19464.410156
Iteration 35Q: 10 clusters Score -5.449965e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 3 contains 171945 members 
Mstep: Class 4 contains 1913 members 
Mstep: Class 9 contains 53986 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 13 contains 47733 members 
Mstep: Class 15 contains 8456 members 
Mstep: Class 18 contains 30012 members 
Mstep: Class 19 contains 285617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54500324.000000 Penalty: 19464.410156
Iteration 36Q: 10 clusters Score -5.450032e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 169380 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 9 contains 53460 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 13 contains 47499 members 
Mstep: Class 15 contains 8311 members 
Mstep: Class 18 contains 29405 members 
Mstep: Class 19 contains 289930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54501280.000000 Penalty: 19464.410156
Iteration 37Q: 10 clusters Score -5.450128e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 166747 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 9 contains 52978 members 
Mstep: Class 11 contains 1876 members 
Mstep: Class 13 contains 47125 members 
Mstep: Class 15 contains 8179 members 
Mstep: Class 18 contains 28915 members 
Mstep: Class 19 contains 294282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2128.970947 but Gain 2162.710938
Score: -54501780.000000 Penalty: 17301.699219
Iteration 38Q: 9 clusters Score -5.450178e+07 nChanged 6176
Entering ConstructFrom: 
Score: -54501780.000000 Penalty: 17301.699219
Entering ConstructFrom: 
Trying to split cluster 2 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -57736.226562 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -57736.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56512.089844 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -56512.09 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56702.753906 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -56702.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56770.503906 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -56770.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56794.394531 Penalty: 2129.564941
	Iteration 3Q: 3 clusters Score -56794.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56822.964844 Penalty: 2129.564941
	Iteration 4Q: 3 clusters Score -56822.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56836.535156 Penalty: 2129.564941
	Iteration 5Q: 3 clusters Score -56836.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56851.855469 Penalty: 2129.564941
	Iteration 6Q: 3 clusters Score -56851.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56860.890625 Penalty: 2129.564941
	Iteration 7Q: 3 clusters Score -56860.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56866.320312 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -56866.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56869.656250 Penalty: 2129.564941
	Iteration 9Q: 3 clusters Score -56869.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56869.656250 Penalty: 2129.564941
	Iteration 10F: 3 clusters Score -56869.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164321 members 
Entering Unmasked Estep 
Score: -15061303.000000 Penalty: 1951.556274
	Iteration 0F: 2 clusters Score -1.50613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -14951423.000000 Penalty: 3903.112549
	Iteration 0F: 3 clusters Score -1.495142e+07 nChanged 79467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -14998684.000000 Penalty: 3903.112549
	Iteration 1F: 3 clusters Score -1.499868e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -15001036.000000 Penalty: 3903.112549
	Iteration 2Q: 3 clusters Score -1.500104e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -15004515.000000 Penalty: 3903.112549
	Iteration 3Q: 3 clusters Score -1.500452e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -15010744.000000 Penalty: 3903.112549
	Iteration 4F: 3 clusters Score -1.501074e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 113066 members 
Entering Unmasked Estep 
Score: -15020470.000000 Penalty: 3903.112549
	Iteration 5F: 3 clusters Score -1.502047e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -15033554.000000 Penalty: 3903.112549
	Iteration 6F: 3 clusters Score -1.503355e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -15047113.000000 Penalty: 3903.112549
	Iteration 7F: 3 clusters Score -1.504711e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 130798 members 
Entering Unmasked Estep 
Score: -15058394.000000 Penalty: 3903.112549
	Iteration 8F: 3 clusters Score -1.505839e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 130721 members 
Entering Unmasked Estep 
Score: -15065306.000000 Penalty: 3903.112549
	Iteration 9Q: 3 clusters Score -1.506531e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 129966 members 
Entering Unmasked Estep 
Score: -15068980.000000 Penalty: 3903.112549
	Iteration 10Q: 3 clusters Score -1.506898e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 129087 members 
Entering Unmasked Estep 
Score: -15070747.000000 Penalty: 3903.112549
	Iteration 11Q: 3 clusters Score -1.507075e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 128165 members 
Entering Unmasked Estep 
Score: -15071529.000000 Penalty: 3903.112549
	Iteration 12Q: 3 clusters Score -1.507153e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 127340 members 
Entering Unmasked Estep 
Score: -15072116.000000 Penalty: 3903.112549
	Iteration 13Q: 3 clusters Score -1.507212e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 126654 members 
Entering Unmasked Estep 
Score: -15072332.000000 Penalty: 3903.112549
	Iteration 14Q: 3 clusters Score -1.507233e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 126116 members 
Entering Unmasked Estep 
Score: -15072417.000000 Penalty: 3903.112549
	Iteration 15Q: 3 clusters Score -1.507242e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -15072537.000000 Penalty: 3903.112549
	Iteration 16Q: 3 clusters Score -1.507254e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 125292 members 
Entering Unmasked Estep 
Score: -15072594.000000 Penalty: 3903.112549
	Iteration 17Q: 3 clusters Score -1.507259e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 125019 members 
Entering Unmasked Estep 
Score: -15072594.000000 Penalty: 3903.112549
	Iteration 18Q: 3 clusters Score -1.507259e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -15072584.000000 Penalty: 3903.112549
	Iteration 19Q: 3 clusters Score -1.507258e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 124645 members 
Entering Unmasked Estep 
Score: -15072580.000000 Penalty: 3903.112549
	Iteration 20F: 3 clusters Score -1.507258e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -15072593.000000 Penalty: 3903.112549
	Iteration 21Q: 3 clusters Score -1.507259e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
Score: -15072597.000000 Penalty: 3903.112549
	Iteration 22Q: 3 clusters Score -1.50726e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 124340 members 
Entering Unmasked Estep 
Score: -15072566.000000 Penalty: 3903.112549
	Iteration 23Q: 3 clusters Score -1.507257e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 124287 members 
Entering Unmasked Estep 
Score: -15072544.000000 Penalty: 3903.112549
	Iteration 24Q: 3 clusters Score -1.507254e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -15072533.000000 Penalty: 3903.112549
	Iteration 25Q: 3 clusters Score -1.507253e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 124213 members 
Entering Unmasked Estep 
Score: -15072551.000000 Penalty: 3903.112549
	Iteration 26Q: 3 clusters Score -1.507255e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 124176 members 
Entering Unmasked Estep 
Score: -15072569.000000 Penalty: 3903.112549
	Iteration 27Q: 3 clusters Score -1.507257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -15072577.000000 Penalty: 3903.112549
	Iteration 28Q: 3 clusters Score -1.507258e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 124114 members 
Entering Unmasked Estep 
Score: -15072589.000000 Penalty: 3903.112549
	Iteration 29Q: 3 clusters Score -1.507259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 124092 members 
Entering Unmasked Estep 
Score: -15072575.000000 Penalty: 3903.112549
	Iteration 30Q: 3 clusters Score -1.507258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 124066 members 
Entering Unmasked Estep 
Score: -15072560.000000 Penalty: 3903.112549
	Iteration 31Q: 3 clusters Score -1.507256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 124048 members 
Entering Unmasked Estep 
Score: -15072580.000000 Penalty: 3903.112549
	Iteration 32Q: 3 clusters Score -1.507258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 124034 members 
Entering Unmasked Estep 
Score: -15072570.000000 Penalty: 3903.112549
	Iteration 33Q: 3 clusters Score -1.507257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -15072553.000000 Penalty: 3903.112549
	Iteration 34Q: 3 clusters Score -1.507255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -15072569.000000 Penalty: 3903.112549
	Iteration 35Q: 3 clusters Score -1.507257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 124007 members 
Entering Unmasked Estep 
Score: -15072573.000000 Penalty: 3903.112549
	Iteration 36Q: 3 clusters Score -1.507257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 123999 members 
Entering Unmasked Estep 
Score: -15072573.000000 Penalty: 3903.112549
	Iteration 37Q: 3 clusters Score -1.507257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -15072574.000000 Penalty: 3903.112549
	Iteration 38Q: 3 clusters Score -1.507257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
Score: -15072569.000000 Penalty: 3903.112549
	Iteration 39Q: 3 clusters Score -1.507257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 123962 members 
Entering Unmasked Estep 
Score: -15072569.000000 Penalty: 3903.112549
	Iteration 40F: 3 clusters Score -1.507257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 123948 members 
Entering Unmasked Estep 
Score: -15072573.000000 Penalty: 3903.112549
	Iteration 41Q: 3 clusters Score -1.507257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -15072577.000000 Penalty: 3903.112549
	Iteration 42Q: 3 clusters Score -1.507258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 123923 members 
Entering Unmasked Estep 
Score: -15072586.000000 Penalty: 3903.112549
	Iteration 43Q: 3 clusters Score -1.507259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 123920 members 
Entering Unmasked Estep 
Score: -15072590.000000 Penalty: 3903.112549
	Iteration 44Q: 3 clusters Score -1.507259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -15072587.000000 Penalty: 3903.112549
	Iteration 45Q: 3 clusters Score -1.507259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -15072587.000000 Penalty: 3903.112549
	Iteration 46F: 3 clusters Score -1.507259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 40402 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 9 contains 52615 members 
Mstep: Class 13 contains 46715 members 
Mstep: Class 15 contains 8081 members 
Mstep: Class 18 contains 28589 members 
Mstep: Class 19 contains 299835 members 
Entering Unmasked Estep 
Score: -54514820.000000 Penalty: 19464.410156
Splitting cluster 3 changes total score from -54501780.000000 to -54514820.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -164386.890625 Penalty: 1211.673950
	Iteration 0F: 2 clusters Score -164386.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -162476.390625 Penalty: 2423.347900
	Iteration 0F: 3 clusters Score -162476.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162843.875000 Penalty: 2423.347900
	Iteration 1F: 3 clusters Score -162843.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162933.875000 Penalty: 2423.347900
	Iteration 2F: 3 clusters Score -162933.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -162986.265625 Penalty: 2423.347900
	Iteration 3Q: 3 clusters Score -162986.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163017.328125 Penalty: 2423.347900
	Iteration 4Q: 3 clusters Score -163017.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -163036.093750 Penalty: 2423.347900
	Iteration 5Q: 3 clusters Score -163036.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -163050.937500 Penalty: 2423.347900
	Iteration 6Q: 3 clusters Score -163050.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -163061.750000 Penalty: 2423.347900
	Iteration 7Q: 3 clusters Score -163061.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -163071.203125 Penalty: 2423.347900
	Iteration 8Q: 3 clusters Score -163071.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -163077.515625 Penalty: 2423.347900
	Iteration 9Q: 3 clusters Score -163077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163081.437500 Penalty: 2423.347900
	Iteration 10Q: 3 clusters Score -163081.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -163084.343750 Penalty: 2423.347900
	Iteration 11Q: 3 clusters Score -163084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163086.125000 Penalty: 2423.347900
	Iteration 12Q: 3 clusters Score -163086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -163086.843750 Penalty: 2423.347900
	Iteration 13Q: 3 clusters Score -163086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -163086.843750 Penalty: 2423.347900
	Iteration 14F: 3 clusters Score -163086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Entering Unmasked Estep 
Score: -4931188.000000 Penalty: 1766.497925
	Iteration 0F: 2 clusters Score -4931188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -4895985.500000 Penalty: 3532.995850
	Iteration 0F: 3 clusters Score -4895986 nChanged 24801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4909957.500000 Penalty: 3532.995850
	Iteration 1F: 3 clusters Score -4909958 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4910450.000000 Penalty: 3532.995850
	Iteration 2Q: 3 clusters Score -4910450 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -4911154.500000 Penalty: 3532.995850
	Iteration 3Q: 3 clusters Score -4911154 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4912133.500000 Penalty: 3532.995850
	Iteration 4Q: 3 clusters Score -4912134 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4913743.500000 Penalty: 3532.995850
	Iteration 5F: 3 clusters Score -4913744 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4916363.000000 Penalty: 3532.995850
	Iteration 6F: 3 clusters Score -4916363 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4919909.500000 Penalty: 3532.995850
	Iteration 7F: 3 clusters Score -4919910 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4923401.500000 Penalty: 3532.995850
	Iteration 8F: 3 clusters Score -4923402 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -4925902.500000 Penalty: 3532.995850
	Iteration 9F: 3 clusters Score -4925902 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4927285.000000 Penalty: 3532.995850
	Iteration 10Q: 3 clusters Score -4927285 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4927986.500000 Penalty: 3532.995850
	Iteration 11Q: 3 clusters Score -4927986 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4928486.000000 Penalty: 3532.995850
	Iteration 12Q: 3 clusters Score -4928486 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4928906.000000 Penalty: 3532.995850
	Iteration 13Q: 3 clusters Score -4928906 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4929222.000000 Penalty: 3532.995850
	Iteration 14Q: 3 clusters Score -4929222 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4929409.500000 Penalty: 3532.995850
	Iteration 15Q: 3 clusters Score -4929410 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4929565.500000 Penalty: 3532.995850
	Iteration 16Q: 3 clusters Score -4929566 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4929669.000000 Penalty: 3532.995850
	Iteration 17Q: 3 clusters Score -4929669 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4929743.500000 Penalty: 3532.995850
	Iteration 18Q: 3 clusters Score -4929744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4929775.500000 Penalty: 3532.995850
	Iteration 19Q: 3 clusters Score -4929776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4929803.000000 Penalty: 3532.995850
	Iteration 20F: 3 clusters Score -4929803 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4929826.500000 Penalty: 3532.995850
	Iteration 21Q: 3 clusters Score -4929826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4929842.000000 Penalty: 3532.995850
	Iteration 22Q: 3 clusters Score -4929842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4929859.500000 Penalty: 3532.995850
	Iteration 23Q: 3 clusters Score -4929860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4929875.000000 Penalty: 3532.995850
	Iteration 24Q: 3 clusters Score -4929875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4929898.000000 Penalty: 3532.995850
	Iteration 25Q: 3 clusters Score -4929898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4929907.000000 Penalty: 3532.995850
	Iteration 26Q: 3 clusters Score -4929907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4929917.500000 Penalty: 3532.995850
	Iteration 27Q: 3 clusters Score -4929918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4929922.000000 Penalty: 3532.995850
	Iteration 28Q: 3 clusters Score -4929922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4929939.000000 Penalty: 3532.995850
	Iteration 29Q: 3 clusters Score -4929939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4929938.500000 Penalty: 3532.995850
	Iteration 30Q: 3 clusters Score -4929938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4929935.500000 Penalty: 3532.995850
	Iteration 31Q: 3 clusters Score -4929936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4929939.000000 Penalty: 3532.995850
	Iteration 32Q: 3 clusters Score -4929939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4929941.500000 Penalty: 3532.995850
	Iteration 33Q: 3 clusters Score -4929942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4929940.500000 Penalty: 3532.995850
	Iteration 34Q: 3 clusters Score -4929940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4929939.500000 Penalty: 3532.995850
	Iteration 35Q: 3 clusters Score -4929940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4929943.000000 Penalty: 3532.995850
	Iteration 36Q: 3 clusters Score -4929943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4929946.000000 Penalty: 3532.995850
	Iteration 37Q: 3 clusters Score -4929946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4929946.000000 Penalty: 3532.995850
	Iteration 38F: 3 clusters Score -4929946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Entering Unmasked Estep 
Score: -4362168.500000 Penalty: 1747.170898
	Iteration 0F: 2 clusters Score -4362168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4330824.000000 Penalty: 3494.341797
	Iteration 0F: 3 clusters Score -4330824 nChanged 21884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -4343151.500000 Penalty: 3494.341797
	Iteration 1F: 3 clusters Score -4343152 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4343624.500000 Penalty: 3494.341797
	Iteration 2Q: 3 clusters Score -4343624 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4344182.000000 Penalty: 3494.341797
	Iteration 3Q: 3 clusters Score -4344182 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4344833.000000 Penalty: 3494.341797
	Iteration 4Q: 3 clusters Score -4344833 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -4345766.500000 Penalty: 3494.341797
	Iteration 5Q: 3 clusters Score -4345766 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4346973.500000 Penalty: 3494.341797
	Iteration 6F: 3 clusters Score -4346974 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4348722.000000 Penalty: 3494.341797
	Iteration 7F: 3 clusters Score -4348722 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4350970.000000 Penalty: 3494.341797
	Iteration 8F: 3 clusters Score -4350970 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4353238.500000 Penalty: 3494.341797
	Iteration 9F: 3 clusters Score -4353238 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4354922.000000 Penalty: 3494.341797
	Iteration 10F: 3 clusters Score -4354922 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4355816.000000 Penalty: 3494.341797
	Iteration 11Q: 3 clusters Score -4355816 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4356298.000000 Penalty: 3494.341797
	Iteration 12Q: 3 clusters Score -4356298 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4356635.500000 Penalty: 3494.341797
	Iteration 13Q: 3 clusters Score -4356636 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4356886.500000 Penalty: 3494.341797
	Iteration 14Q: 3 clusters Score -4356886 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4357122.500000 Penalty: 3494.341797
	Iteration 15Q: 3 clusters Score -4357122 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4357335.000000 Penalty: 3494.341797
	Iteration 16Q: 3 clusters Score -4357335 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -4357537.500000 Penalty: 3494.341797
	Iteration 17Q: 3 clusters Score -4357538 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4357753.000000 Penalty: 3494.341797
	Iteration 18Q: 3 clusters Score -4357753 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4357943.000000 Penalty: 3494.341797
	Iteration 19Q: 3 clusters Score -4357943 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4358124.500000 Penalty: 3494.341797
	Iteration 20F: 3 clusters Score -4358124 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -4358256.000000 Penalty: 3494.341797
	Iteration 21Q: 3 clusters Score -4358256 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -4358401.500000 Penalty: 3494.341797
	Iteration 22Q: 3 clusters Score -4358402 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4358522.000000 Penalty: 3494.341797
	Iteration 23Q: 3 clusters Score -4358522 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -4358667.000000 Penalty: 3494.341797
	Iteration 24Q: 3 clusters Score -4358667 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -4358847.000000 Penalty: 3494.341797
	Iteration 25Q: 3 clusters Score -4358847 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -4358996.000000 Penalty: 3494.341797
	Iteration 26Q: 3 clusters Score -4358996 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -4359128.000000 Penalty: 3494.341797
	Iteration 27Q: 3 clusters Score -4359128 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -4359262.000000 Penalty: 3494.341797
	Iteration 28Q: 3 clusters Score -4359262 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -4359385.000000 Penalty: 3494.341797
	Iteration 29Q: 3 clusters Score -4359385 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -4359543.000000 Penalty: 3494.341797
	Iteration 30Q: 3 clusters Score -4359543 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -4359684.000000 Penalty: 3494.341797
	Iteration 31Q: 3 clusters Score -4359684 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -4359835.500000 Penalty: 3494.341797
	Iteration 32Q: 3 clusters Score -4359836 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -4359982.500000 Penalty: 3494.341797
	Iteration 33Q: 3 clusters Score -4359982 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -4360111.000000 Penalty: 3494.341797
	Iteration 34Q: 3 clusters Score -4360111 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -4360223.500000 Penalty: 3494.341797
	Iteration 35Q: 3 clusters Score -4360224 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -4360342.000000 Penalty: 3494.341797
	Iteration 36Q: 3 clusters Score -4360342 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -4360452.000000 Penalty: 3494.341797
	Iteration 37Q: 3 clusters Score -4360452 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -4360546.000000 Penalty: 3494.341797
	Iteration 38Q: 3 clusters Score -4360546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -4360602.500000 Penalty: 3494.341797
	Iteration 39Q: 3 clusters Score -4360602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -4360655.000000 Penalty: 3494.341797
	Iteration 40F: 3 clusters Score -4360655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -4360700.500000 Penalty: 3494.341797
	Iteration 41Q: 3 clusters Score -4360700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -4360757.000000 Penalty: 3494.341797
	Iteration 42Q: 3 clusters Score -4360757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -4360785.500000 Penalty: 3494.341797
	Iteration 43Q: 3 clusters Score -4360786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -4360806.500000 Penalty: 3494.341797
	Iteration 44Q: 3 clusters Score -4360806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -4360848.000000 Penalty: 3494.341797
	Iteration 45Q: 3 clusters Score -4360848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -4360878.000000 Penalty: 3494.341797
	Iteration 46Q: 3 clusters Score -4360878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -4360908.000000 Penalty: 3494.341797
	Iteration 47Q: 3 clusters Score -4360908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -4360931.000000 Penalty: 3494.341797
	Iteration 48Q: 3 clusters Score -4360931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -4360949.000000 Penalty: 3494.341797
	Iteration 49Q: 3 clusters Score -4360949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -4360956.000000 Penalty: 3494.341797
	Iteration 50Q: 3 clusters Score -4360956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -4360960.500000 Penalty: 3494.341797
	Iteration 51Q: 3 clusters Score -4360960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -4360965.000000 Penalty: 3494.341797
	Iteration 52Q: 3 clusters Score -4360965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -4360966.000000 Penalty: 3494.341797
	Iteration 53Q: 3 clusters Score -4360966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -4360968.500000 Penalty: 3494.341797
	Iteration 54Q: 3 clusters Score -4360968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -4360973.500000 Penalty: 3494.341797
	Iteration 55Q: 3 clusters Score -4360974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -4360973.500000 Penalty: 3494.341797
	Iteration 56F: 3 clusters Score -4360974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Entering Unmasked Estep 
Score: -704940.375000 Penalty: 1462.056519
	Iteration 0F: 2 clusters Score -704940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -699030.687500 Penalty: 2924.113037
	Iteration 0F: 3 clusters Score -699030.7 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -700832.812500 Penalty: 2924.113037
	Iteration 1F: 3 clusters Score -700832.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -701084.937500 Penalty: 2924.113037
	Iteration 2F: 3 clusters Score -701084.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -701353.562500 Penalty: 2924.113037
	Iteration 3F: 3 clusters Score -701353.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -701747.125000 Penalty: 2924.113037
	Iteration 4F: 3 clusters Score -701747.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -702306.000000 Penalty: 2924.113037
	Iteration 5F: 3 clusters Score -702306 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -702979.187500 Penalty: 2924.113037
	Iteration 6F: 3 clusters Score -702979.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -703593.000000 Penalty: 2924.113037
	Iteration 7F: 3 clusters Score -703593 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -703904.687500 Penalty: 2924.113037
	Iteration 8F: 3 clusters Score -703904.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -704041.812500 Penalty: 2924.113037
	Iteration 9Q: 3 clusters Score -704041.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -704105.750000 Penalty: 2924.113037
	Iteration 10Q: 3 clusters Score -704105.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -704134.937500 Penalty: 2924.113037
	Iteration 11Q: 3 clusters Score -704134.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -704154.625000 Penalty: 2924.113037
	Iteration 12Q: 3 clusters Score -704154.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -704160.687500 Penalty: 2924.113037
	Iteration 13Q: 3 clusters Score -704160.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -704166.875000 Penalty: 2924.113037
	Iteration 14Q: 3 clusters Score -704166.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -704171.375000 Penalty: 2924.113037
	Iteration 15Q: 3 clusters Score -704171.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -704171.875000 Penalty: 2924.113037
	Iteration 16Q: 3 clusters Score -704171.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -704179.062500 Penalty: 2924.113037
	Iteration 17Q: 3 clusters Score -704179.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -704180.250000 Penalty: 2924.113037
	Iteration 18Q: 3 clusters Score -704180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -704182.687500 Penalty: 2924.113037
	Iteration 19Q: 3 clusters Score -704182.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -704183.250000 Penalty: 2924.113037
	Iteration 20F: 3 clusters Score -704183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -704186.375000 Penalty: 2924.113037
	Iteration 21Q: 3 clusters Score -704186.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -704190.062500 Penalty: 2924.113037
	Iteration 22Q: 3 clusters Score -704190.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -704193.500000 Penalty: 2924.113037
	Iteration 23Q: 3 clusters Score -704193.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -704197.437500 Penalty: 2924.113037
	Iteration 24Q: 3 clusters Score -704197.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -704204.625000 Penalty: 2924.113037
	Iteration 25Q: 3 clusters Score -704204.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -704211.250000 Penalty: 2924.113037
	Iteration 26Q: 3 clusters Score -704211.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -704218.937500 Penalty: 2924.113037
	Iteration 27Q: 3 clusters Score -704218.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -704225.312500 Penalty: 2924.113037
	Iteration 28Q: 3 clusters Score -704225.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -704227.875000 Penalty: 2924.113037
	Iteration 29Q: 3 clusters Score -704227.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -704234.312500 Penalty: 2924.113037
	Iteration 30Q: 3 clusters Score -704234.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -704242.687500 Penalty: 2924.113037
	Iteration 31Q: 3 clusters Score -704242.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -704252.125000 Penalty: 2924.113037
	Iteration 32Q: 3 clusters Score -704252.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -704261.500000 Penalty: 2924.113037
	Iteration 33Q: 3 clusters Score -704261.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -704277.062500 Penalty: 2924.113037
	Iteration 34Q: 3 clusters Score -704277.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -704301.000000 Penalty: 2924.113037
	Iteration 35Q: 3 clusters Score -704301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -704327.000000 Penalty: 2924.113037
	Iteration 36Q: 3 clusters Score -704327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -704355.750000 Penalty: 2924.113037
	Iteration 37Q: 3 clusters Score -704355.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -704398.312500 Penalty: 2924.113037
	Iteration 38Q: 3 clusters Score -704398.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -704446.312500 Penalty: 2924.113037
	Iteration 39Q: 3 clusters Score -704446.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -704518.062500 Penalty: 2924.113037
	Iteration 40F: 3 clusters Score -704518.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -704582.437500 Penalty: 2924.113037
	Iteration 41Q: 3 clusters Score -704582.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -704665.250000 Penalty: 2924.113037
	Iteration 42Q: 3 clusters Score -704665.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -704777.250000 Penalty: 2924.113037
	Iteration 43Q: 3 clusters Score -704777.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -704916.812500 Penalty: 2924.113037
	Iteration 44Q: 3 clusters Score -704916.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -705090.562500 Penalty: 2924.113037
	Iteration 45Q: 3 clusters Score -705090.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -705256.375000 Penalty: 2924.113037
	Iteration 46Q: 3 clusters Score -705256.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -705369.937500 Penalty: 2924.113037
	Iteration 47Q: 3 clusters Score -705369.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -705428.687500 Penalty: 2924.113037
	Iteration 48Q: 3 clusters Score -705428.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -705442.000000 Penalty: 2924.113037
	Iteration 49Q: 3 clusters Score -705442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -705450.562500 Penalty: 2924.113037
	Iteration 50Q: 3 clusters Score -705450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -705454.812500 Penalty: 2924.113037
	Iteration 51Q: 3 clusters Score -705454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -705455.187500 Penalty: 2924.113037
	Iteration 52Q: 3 clusters Score -705455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -705455.187500 Penalty: 2924.113037
	Iteration 53F: 3 clusters Score -705455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 40402 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 9 contains 52615 members 
Mstep: Class 13 contains 46715 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 18 contains 28589 members 
Mstep: Class 19 contains 299835 members 
Entering Unmasked Estep 
Score: -54514624.000000 Penalty: 21627.123047
Splitting cluster 15 changes total score from -54501780.000000 to -54514624.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 18 (28589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Entering Unmasked Estep 
Score: -2586060.500000 Penalty: 1667.376343
	Iteration 0F: 2 clusters Score -2586060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2566933.250000 Penalty: 3334.752686
	Iteration 0F: 3 clusters Score -2566933 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2574082.750000 Penalty: 3334.752686
	Iteration 1F: 3 clusters Score -2574083 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2574420.750000 Penalty: 3334.752686
	Iteration 2Q: 3 clusters Score -2574421 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2574727.000000 Penalty: 3334.752686
	Iteration 3Q: 3 clusters Score -2574727 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2575075.250000 Penalty: 3334.752686
	Iteration 4Q: 3 clusters Score -2575075 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2575494.000000 Penalty: 3334.752686
	Iteration 5Q: 3 clusters Score -2575494 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2575993.750000 Penalty: 3334.752686
	Iteration 6Q: 3 clusters Score -2575994 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2576730.000000 Penalty: 3334.752686
	Iteration 7Q: 3 clusters Score -2576730 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2577829.000000 Penalty: 3334.752686
	Iteration 8F: 3 clusters Score -2577829 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2579104.000000 Penalty: 3334.752686
	Iteration 9F: 3 clusters Score -2579104 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2580437.750000 Penalty: 3334.752686
	Iteration 10F: 3 clusters Score -2580438 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2581434.250000 Penalty: 3334.752686
	Iteration 11Q: 3 clusters Score -2581434 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2582123.000000 Penalty: 3334.752686
	Iteration 12Q: 3 clusters Score -2582123 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -2582647.250000 Penalty: 3334.752686
	Iteration 13Q: 3 clusters Score -2582647 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2583093.000000 Penalty: 3334.752686
	Iteration 14Q: 3 clusters Score -2583093 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -2583454.000000 Penalty: 3334.752686
	Iteration 15Q: 3 clusters Score -2583454 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -2583709.000000 Penalty: 3334.752686
	Iteration 16Q: 3 clusters Score -2583709 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -2583954.500000 Penalty: 3334.752686
	Iteration 17Q: 3 clusters Score -2583954 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -2584144.000000 Penalty: 3334.752686
	Iteration 18Q: 3 clusters Score -2584144 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -2584257.000000 Penalty: 3334.752686
	Iteration 19Q: 3 clusters Score -2584257 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -2584362.250000 Penalty: 3334.752686
	Iteration 20F: 3 clusters Score -2584362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -2584449.750000 Penalty: 3334.752686
	Iteration 21Q: 3 clusters Score -2584450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -2584498.250000 Penalty: 3334.752686
	Iteration 22Q: 3 clusters Score -2584498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -2584526.000000 Penalty: 3334.752686
	Iteration 23Q: 3 clusters Score -2584526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -2584557.000000 Penalty: 3334.752686
	Iteration 24Q: 3 clusters Score -2584557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -2584574.750000 Penalty: 3334.752686
	Iteration 25Q: 3 clusters Score -2584575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -2584587.000000 Penalty: 3334.752686
	Iteration 26Q: 3 clusters Score -2584587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -2584602.750000 Penalty: 3334.752686
	Iteration 27Q: 3 clusters Score -2584603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -2584609.000000 Penalty: 3334.752686
	Iteration 28Q: 3 clusters Score -2584609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -2584617.750000 Penalty: 3334.752686
	Iteration 29Q: 3 clusters Score -2584618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -2584620.500000 Penalty: 3334.752686
	Iteration 30Q: 3 clusters Score -2584620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -2584625.250000 Penalty: 3334.752686
	Iteration 31Q: 3 clusters Score -2584625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -2584634.750000 Penalty: 3334.752686
	Iteration 32Q: 3 clusters Score -2584635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -2584643.500000 Penalty: 3334.752686
	Iteration 33Q: 3 clusters Score -2584644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -2584646.250000 Penalty: 3334.752686
	Iteration 34Q: 3 clusters Score -2584646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2584651.000000 Penalty: 3334.752686
	Iteration 35Q: 3 clusters Score -2584651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -2584656.250000 Penalty: 3334.752686
	Iteration 36Q: 3 clusters Score -2584656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -2584658.000000 Penalty: 3334.752686
	Iteration 37Q: 3 clusters Score -2584658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -2584658.000000 Penalty: 3334.752686
	Iteration 38Q: 3 clusters Score -2584658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -2584658.000000 Penalty: 3334.752686
	Iteration 39F: 3 clusters Score -2584658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (299835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299835 members 
Entering Unmasked Estep 
Score: -27449106.000000 Penalty: 2049.285400
	Iteration 0F: 2 clusters Score -2.744911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -27249530.000000 Penalty: 4098.570801
	Iteration 0F: 3 clusters Score -2.724953e+07 nChanged 145531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -27337744.000000 Penalty: 4098.570801
	Iteration 1F: 3 clusters Score -2.733774e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149318 members 
Mstep: Class 2 contains 150517 members 
Entering Unmasked Estep 
Score: -27340918.000000 Penalty: 4098.570801
	Iteration 2Q: 3 clusters Score -2.734092e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149919 members 
Mstep: Class 2 contains 149916 members 
Entering Unmasked Estep 
Score: -27346422.000000 Penalty: 4098.570801
	Iteration 3Q: 3 clusters Score -2.734642e+07 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151294 members 
Mstep: Class 2 contains 148541 members 
Entering Unmasked Estep 
Score: -27355136.000000 Penalty: 4098.570801
	Iteration 4F: 3 clusters Score -2.735514e+07 nChanged 18971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 145644 members 
Entering Unmasked Estep 
Score: -27367766.000000 Penalty: 4098.570801
	Iteration 5F: 3 clusters Score -2.736777e+07 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -27383760.000000 Penalty: 4098.570801
	Iteration 6F: 3 clusters Score -2.738376e+07 nChanged 21691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 132931 members 
Entering Unmasked Estep 
Score: -27401134.000000 Penalty: 4098.570801
	Iteration 7F: 3 clusters Score -2.740113e+07 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -27414040.000000 Penalty: 4098.570801
	Iteration 8F: 3 clusters Score -2.741404e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182385 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -27421190.000000 Penalty: 4098.570801
	Iteration 9Q: 3 clusters Score -2.742119e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189400 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -27425252.000000 Penalty: 4098.570801
	Iteration 10Q: 3 clusters Score -2.742525e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196247 members 
Mstep: Class 2 contains 103588 members 
Entering Unmasked Estep 
Score: -27427844.000000 Penalty: 4098.570801
	Iteration 11Q: 3 clusters Score -2.742784e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203092 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -27430348.000000 Penalty: 4098.570801
	Iteration 12Q: 3 clusters Score -2.743035e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210003 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -27432258.000000 Penalty: 4098.570801
	Iteration 13Q: 3 clusters Score -2.743226e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216864 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -27434350.000000 Penalty: 4098.570801
	Iteration 14Q: 3 clusters Score -2.743435e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223437 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -27435992.000000 Penalty: 4098.570801
	Iteration 15Q: 3 clusters Score -2.743599e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229677 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -27437492.000000 Penalty: 4098.570801
	Iteration 16Q: 3 clusters Score -2.743749e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235526 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -27438852.000000 Penalty: 4098.570801
	Iteration 17Q: 3 clusters Score -2.743885e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241110 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -27440286.000000 Penalty: 4098.570801
	Iteration 18Q: 3 clusters Score -2.744029e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246389 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -27441482.000000 Penalty: 4098.570801
	Iteration 19Q: 3 clusters Score -2.744148e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251191 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -27442750.000000 Penalty: 4098.570801
	Iteration 20F: 3 clusters Score -2.744275e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255641 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -27443684.000000 Penalty: 4098.570801
	Iteration 21Q: 3 clusters Score -2.744368e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259783 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -27444476.000000 Penalty: 4098.570801
	Iteration 22Q: 3 clusters Score -2.744448e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263491 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -27445304.000000 Penalty: 4098.570801
	Iteration 23Q: 3 clusters Score -2.74453e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266814 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -27445874.000000 Penalty: 4098.570801
	Iteration 24Q: 3 clusters Score -2.744587e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269835 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -27446532.000000 Penalty: 4098.570801
	Iteration 25Q: 3 clusters Score -2.744653e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272602 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -27446998.000000 Penalty: 4098.570801
	Iteration 26Q: 3 clusters Score -2.7447e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275061 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -27447476.000000 Penalty: 4098.570801
	Iteration 27Q: 3 clusters Score -2.744748e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277295 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -27447922.000000 Penalty: 4098.570801
	Iteration 28Q: 3 clusters Score -2.744792e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279302 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -27448278.000000 Penalty: 4098.570801
	Iteration 29Q: 3 clusters Score -2.744828e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281100 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -27448644.000000 Penalty: 4098.570801
	Iteration 30Q: 3 clusters Score -2.744864e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282763 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -27449272.000000 Penalty: 4098.570801
	Iteration 31Q: 3 clusters Score -2.744927e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284226 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -27449860.000000 Penalty: 4098.570801
	Iteration 32Q: 3 clusters Score -2.744986e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285538 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -27451186.000000 Penalty: 4098.570801
	Iteration 33Q: 3 clusters Score -2.745119e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286478 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -27453064.000000 Penalty: 4098.570801
	Iteration 34Q: 3 clusters Score -2.745306e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286742 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -27453848.000000 Penalty: 4098.570801
	Iteration 35Q: 3 clusters Score -2.745385e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286693 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -27454126.000000 Penalty: 4098.570801
	Iteration 36Q: 3 clusters Score -2.745413e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286585 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -27454166.000000 Penalty: 4098.570801
	Iteration 37Q: 3 clusters Score -2.745417e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286422 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -27454220.000000 Penalty: 4098.570801
	Iteration 38Q: 3 clusters Score -2.745422e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286248 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -27454214.000000 Penalty: 4098.570801
	Iteration 39Q: 3 clusters Score -2.745421e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286073 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -27454246.000000 Penalty: 4098.570801
	Iteration 40F: 3 clusters Score -2.745425e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285929 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -27454234.000000 Penalty: 4098.570801
	Iteration 41Q: 3 clusters Score -2.745423e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285824 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -27454270.000000 Penalty: 4098.570801
	Iteration 42Q: 3 clusters Score -2.745427e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285721 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -27454258.000000 Penalty: 4098.570801
	Iteration 43Q: 3 clusters Score -2.745426e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285625 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -27454220.000000 Penalty: 4098.570801
	Iteration 44Q: 3 clusters Score -2.745422e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285540 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -27454224.000000 Penalty: 4098.570801
	Iteration 45Q: 3 clusters Score -2.745422e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285461 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -27454220.000000 Penalty: 4098.570801
	Iteration 46Q: 3 clusters Score -2.745422e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285397 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -27454212.000000 Penalty: 4098.570801
	Iteration 47Q: 3 clusters Score -2.745421e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285333 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -27454260.000000 Penalty: 4098.570801
	Iteration 48Q: 3 clusters Score -2.745426e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285273 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -27454220.000000 Penalty: 4098.570801
	Iteration 49Q: 3 clusters Score -2.745422e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285211 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -27454212.000000 Penalty: 4098.570801
	Iteration 50Q: 3 clusters Score -2.745421e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285163 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -27454216.000000 Penalty: 4098.570801
	Iteration 51Q: 3 clusters Score -2.745422e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285120 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -27454196.000000 Penalty: 4098.570801
	Iteration 52Q: 3 clusters Score -2.74542e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285072 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -27454218.000000 Penalty: 4098.570801
	Iteration 53Q: 3 clusters Score -2.745422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285028 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -27454236.000000 Penalty: 4098.570801
	Iteration 54Q: 3 clusters Score -2.745424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284984 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -27454248.000000 Penalty: 4098.570801
	Iteration 55Q: 3 clusters Score -2.745425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284950 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -27454270.000000 Penalty: 4098.570801
	Iteration 56Q: 3 clusters Score -2.745427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284912 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -27454280.000000 Penalty: 4098.570801
	Iteration 57Q: 3 clusters Score -2.745428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284880 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -27454296.000000 Penalty: 4098.570801
	Iteration 58Q: 3 clusters Score -2.74543e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284855 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -27454288.000000 Penalty: 4098.570801
	Iteration 59Q: 3 clusters Score -2.745429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284838 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -27454306.000000 Penalty: 4098.570801
	Iteration 60F: 3 clusters Score -2.745431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284820 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -27454300.000000 Penalty: 4098.570801
	Iteration 61Q: 3 clusters Score -2.74543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284806 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -27454298.000000 Penalty: 4098.570801
	Iteration 62Q: 3 clusters Score -2.74543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284791 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -27454294.000000 Penalty: 4098.570801
	Iteration 63Q: 3 clusters Score -2.745429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284777 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -27454292.000000 Penalty: 4098.570801
	Iteration 64Q: 3 clusters Score -2.745429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284757 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -27454318.000000 Penalty: 4098.570801
	Iteration 65Q: 3 clusters Score -2.745432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284744 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -27454298.000000 Penalty: 4098.570801
	Iteration 66Q: 3 clusters Score -2.74543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284729 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -27454320.000000 Penalty: 4098.570801
	Iteration 67Q: 3 clusters Score -2.745432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284718 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -27454322.000000 Penalty: 4098.570801
	Iteration 68Q: 3 clusters Score -2.745432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284705 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -27454344.000000 Penalty: 4098.570801
	Iteration 69Q: 3 clusters Score -2.745434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284686 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -27454336.000000 Penalty: 4098.570801
	Iteration 70Q: 3 clusters Score -2.745434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284669 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -27454326.000000 Penalty: 4098.570801
	Iteration 71Q: 3 clusters Score -2.745433e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284646 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -27454334.000000 Penalty: 4098.570801
	Iteration 72Q: 3 clusters Score -2.745433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284622 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -27454340.000000 Penalty: 4098.570801
	Iteration 73Q: 3 clusters Score -2.745434e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284600 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -27454332.000000 Penalty: 4098.570801
	Iteration 74Q: 3 clusters Score -2.745433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284582 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -27454336.000000 Penalty: 4098.570801
	Iteration 75Q: 3 clusters Score -2.745434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284564 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -27454334.000000 Penalty: 4098.570801
	Iteration 76Q: 3 clusters Score -2.745433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284547 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -27454348.000000 Penalty: 4098.570801
	Iteration 77Q: 3 clusters Score -2.745435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284531 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -27454336.000000 Penalty: 4098.570801
	Iteration 78Q: 3 clusters Score -2.745434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284516 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -27454360.000000 Penalty: 4098.570801
	Iteration 79Q: 3 clusters Score -2.745436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284499 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -27454378.000000 Penalty: 4098.570801
	Iteration 80F: 3 clusters Score -2.745438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284488 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -27454362.000000 Penalty: 4098.570801
	Iteration 81Q: 3 clusters Score -2.745436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284474 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -27454336.000000 Penalty: 4098.570801
	Iteration 82Q: 3 clusters Score -2.745434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284467 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -27454326.000000 Penalty: 4098.570801
	Iteration 83Q: 3 clusters Score -2.745433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284463 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -27454328.000000 Penalty: 4098.570801
	Iteration 84Q: 3 clusters Score -2.745433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284462 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -27454328.000000 Penalty: 4098.570801
	Iteration 85Q: 3 clusters Score -2.745433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284460 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -27454328.000000 Penalty: 4098.570801
	Iteration 86Q: 3 clusters Score -2.745433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284461 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -27454326.000000 Penalty: 4098.570801
	Iteration 87Q: 3 clusters Score -2.745433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284461 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -27454324.000000 Penalty: 4098.570801
	Iteration 88Q: 3 clusters Score -2.745432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284459 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -27454324.000000 Penalty: 4098.570801
	Iteration 89Q: 3 clusters Score -2.745432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284456 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -27454322.000000 Penalty: 4098.570801
	Iteration 90Q: 3 clusters Score -2.745432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284455 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -27454318.000000 Penalty: 4098.570801
	Iteration 91Q: 3 clusters Score -2.745432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284454 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -27454316.000000 Penalty: 4098.570801
	Iteration 92Q: 3 clusters Score -2.745432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284453 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -27454306.000000 Penalty: 4098.570801
	Iteration 93Q: 3 clusters Score -2.745431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284451 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -27454314.000000 Penalty: 4098.570801
	Iteration 94Q: 3 clusters Score -2.745431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284450 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -27454314.000000 Penalty: 4098.570801
	Iteration 95Q: 3 clusters Score -2.745431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284450 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -27454314.000000 Penalty: 4098.570801
	Iteration 96F: 3 clusters Score -2.745431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 40402 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 15385 members 
Mstep: Class 9 contains 52615 members 
Mstep: Class 13 contains 46715 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 18 contains 28589 members 
Mstep: Class 19 contains 284450 members 
Entering Unmasked Estep 
Score: -54520112.000000 Penalty: 23789.835938
Splitting cluster 19 changes total score from -54501780.000000 to -54520112.000000
So it's getting split into cluster 6.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 40402 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 9 contains 52615 members 
Mstep: Class 13 contains 46715 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 18 contains 28589 members 
Mstep: Class 19 contains 284450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526348.000000 Penalty: 23789.835938
Iteration 39Q: 12 clusters Score -5.452635e+07 nChanged 15417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 40318 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 15499 members 
Mstep: Class 9 contains 52643 members 
Mstep: Class 13 contains 47094 members 
Mstep: Class 15 contains 7364 members 
Mstep: Class 18 contains 27798 members 
Mstep: Class 19 contains 290780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2060.781006 but Gain 2162.712891
Score: -54531600.000000 Penalty: 21627.123047
Iteration 40F: 11 clusters Score -5.45316e+07 nChanged 12513
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 115137 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 39817 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 9 contains 52371 members 
Mstep: Class 13 contains 46794 members 
Mstep: Class 15 contains 7232 members 
Mstep: Class 18 contains 27224 members 
Mstep: Class 19 contains 296931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535696.000000 Penalty: 21627.123047
Iteration 41Q: 11 clusters Score -5.45357e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 111851 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 39164 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 15722 members 
Mstep: Class 9 contains 51992 members 
Mstep: Class 13 contains 46148 members 
Mstep: Class 15 contains 7144 members 
Mstep: Class 18 contains 26759 members 
Mstep: Class 19 contains 302292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536460.000000 Penalty: 21627.123047
Iteration 42Q: 11 clusters Score -5.453646e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 108954 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 38599 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 6 contains 15683 members 
Mstep: Class 9 contains 51817 members 
Mstep: Class 13 contains 45224 members 
Mstep: Class 15 contains 7089 members 
Mstep: Class 18 contains 26435 members 
Mstep: Class 19 contains 307185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536168.000000 Penalty: 21627.123047
Iteration 43Q: 11 clusters Score -5.453617e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 38101 members 
Mstep: Class 5 contains 898 members 
Mstep: Class 6 contains 15569 members 
Mstep: Class 9 contains 51741 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 15 contains 7052 members 
Mstep: Class 18 contains 26239 members 
Mstep: Class 19 contains 311773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535684.000000 Penalty: 21627.123047
Iteration 44Q: 11 clusters Score -5.453568e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 780 members 
Mstep: Class 3 contains 37651 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 9 contains 51790 members 
Mstep: Class 13 contains 42705 members 
Mstep: Class 15 contains 7015 members 
Mstep: Class 18 contains 26132 members 
Mstep: Class 19 contains 316104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54534440.000000 Penalty: 21627.123047
Iteration 45Q: 11 clusters Score -5.453444e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 37223 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 9 contains 51957 members 
Mstep: Class 13 contains 41349 members 
Mstep: Class 15 contains 6994 members 
Mstep: Class 18 contains 26121 members 
Mstep: Class 19 contains 319924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54533124.000000 Penalty: 21627.123047
Iteration 46Q: 11 clusters Score -5.453312e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 36844 members 
Mstep: Class 5 contains 931 members 
Mstep: Class 6 contains 14876 members 
Mstep: Class 9 contains 52229 members 
Mstep: Class 13 contains 39985 members 
Mstep: Class 15 contains 6967 members 
Mstep: Class 18 contains 26180 members 
Mstep: Class 19 contains 323235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531664.000000 Penalty: 21627.123047
Iteration 47Q: 11 clusters Score -5.453166e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 36548 members 
Mstep: Class 5 contains 940 members 
Mstep: Class 6 contains 14650 members 
Mstep: Class 9 contains 52603 members 
Mstep: Class 13 contains 38626 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 18 contains 26215 members 
Mstep: Class 19 contains 326131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529680.000000 Penalty: 21627.123047
Iteration 48Q: 11 clusters Score -5.452968e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 860 members 
Mstep: Class 3 contains 36341 members 
Mstep: Class 5 contains 947 members 
Mstep: Class 6 contains 14416 members 
Mstep: Class 9 contains 53024 members 
Mstep: Class 13 contains 37336 members 
Mstep: Class 15 contains 6923 members 
Mstep: Class 18 contains 26255 members 
Mstep: Class 19 contains 328570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528220.000000 Penalty: 21627.123047
Iteration 49Q: 11 clusters Score -5.452822e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 36181 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 14175 members 
Mstep: Class 9 contains 53465 members 
Mstep: Class 13 contains 36169 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 18 contains 26326 members 
Mstep: Class 19 contains 330577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527184.000000 Penalty: 21627.123047
Iteration 50Q: 11 clusters Score -5.452718e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 36073 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 13976 members 
Mstep: Class 9 contains 53971 members 
Mstep: Class 13 contains 35100 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 18 contains 26418 members 
Mstep: Class 19 contains 332141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525864.000000 Penalty: 21627.123047
Iteration 51Q: 11 clusters Score -5.452586e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 36004 members 
Mstep: Class 5 contains 964 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 9 contains 54512 members 
Mstep: Class 13 contains 34120 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 18 contains 26468 members 
Mstep: Class 19 contains 333296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524784.000000 Penalty: 21627.123047
Iteration 52Q: 11 clusters Score -5.452478e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 35952 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 9 contains 55018 members 
Mstep: Class 13 contains 33266 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 18 contains 26521 members 
Mstep: Class 19 contains 334115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523620.000000 Penalty: 21627.123047
Iteration 53Q: 11 clusters Score -5.452362e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 35926 members 
Mstep: Class 5 contains 968 members 
Mstep: Class 6 contains 13655 members 
Mstep: Class 9 contains 55506 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 18 contains 26589 members 
Mstep: Class 19 contains 334633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522900.000000 Penalty: 21627.123047
Iteration 54Q: 11 clusters Score -5.45229e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 35917 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 13599 members 
Mstep: Class 9 contains 55972 members 
Mstep: Class 13 contains 31919 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 18 contains 26636 members 
Mstep: Class 19 contains 335014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522112.000000 Penalty: 21627.123047
Iteration 55Q: 11 clusters Score -5.452211e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 35912 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 13555 members 
Mstep: Class 9 contains 56440 members 
Mstep: Class 13 contains 31395 members 
Mstep: Class 15 contains 6879 members 
Mstep: Class 18 contains 26691 members 
Mstep: Class 19 contains 335217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521436.000000 Penalty: 21627.123047
Iteration 56Q: 11 clusters Score -5.452144e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 929 members 
Mstep: Class 3 contains 35922 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 13519 members 
Mstep: Class 9 contains 56867 members 
Mstep: Class 13 contains 30932 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 18 contains 26747 members 
Mstep: Class 19 contains 335318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521104.000000 Penalty: 21627.123047
Iteration 57Q: 11 clusters Score -5.45211e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 35942 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 13496 members 
Mstep: Class 9 contains 57253 members 
Mstep: Class 13 contains 30531 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 18 contains 26794 members 
Mstep: Class 19 contains 335361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520752.000000 Penalty: 21627.123047
Iteration 58Q: 11 clusters Score -5.452075e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 35951 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 13482 members 
Mstep: Class 9 contains 57586 members 
Mstep: Class 13 contains 30196 members 
Mstep: Class 15 contains 6874 members 
Mstep: Class 18 contains 26845 members 
Mstep: Class 19 contains 335347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520448.000000 Penalty: 21627.123047
Iteration 59Q: 11 clusters Score -5.452045e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 35959 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 13466 members 
Mstep: Class 9 contains 57841 members 
Mstep: Class 13 contains 29889 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 18 contains 26899 members 
Mstep: Class 19 contains 335364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520276.000000 Penalty: 21627.123047
Iteration 60F: 11 clusters Score -5.452028e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 35965 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 13456 members 
Mstep: Class 9 contains 58072 members 
Mstep: Class 13 contains 29650 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 18 contains 26934 members 
Mstep: Class 19 contains 335359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520120.000000 Penalty: 21627.123047
Iteration 61Q: 11 clusters Score -5.452012e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 35969 members 
Mstep: Class 5 contains 971 members 
Mstep: Class 6 contains 13455 members 
Mstep: Class 9 contains 58286 members 
Mstep: Class 13 contains 29463 members 
Mstep: Class 15 contains 6852 members 
Mstep: Class 18 contains 26955 members 
Mstep: Class 19 contains 335304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520084.000000 Penalty: 21627.123047
Iteration 62Q: 11 clusters Score -5.452008e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 35974 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 13454 members 
Mstep: Class 9 contains 58494 members 
Mstep: Class 13 contains 29290 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 18 contains 26979 members 
Mstep: Class 19 contains 335217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520088.000000 Penalty: 21627.123047
Iteration 63Q: 11 clusters Score -5.452009e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 35973 members 
Mstep: Class 5 contains 971 members 
Mstep: Class 6 contains 13453 members 
Mstep: Class 9 contains 58674 members 
Mstep: Class 13 contains 29136 members 
Mstep: Class 15 contains 6829 members 
Mstep: Class 18 contains 27001 members 
Mstep: Class 19 contains 335161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519944.000000 Penalty: 21627.123047
Iteration 64Q: 11 clusters Score -5.451994e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 35974 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 13460 members 
Mstep: Class 9 contains 58829 members 
Mstep: Class 13 contains 28986 members 
Mstep: Class 15 contains 6820 members 
Mstep: Class 18 contains 27021 members 
Mstep: Class 19 contains 335101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519852.000000 Penalty: 21627.123047
Iteration 65Q: 11 clusters Score -5.451985e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 3 contains 35979 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 13467 members 
Mstep: Class 9 contains 58984 members 
Mstep: Class 13 contains 28884 members 
Mstep: Class 15 contains 6813 members 
Mstep: Class 18 contains 27040 members 
Mstep: Class 19 contains 334993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519844.000000 Penalty: 21627.123047
Iteration 66Q: 11 clusters Score -5.451984e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 35985 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 13480 members 
Mstep: Class 9 contains 59108 members 
Mstep: Class 13 contains 28791 members 
Mstep: Class 15 contains 6808 members 
Mstep: Class 18 contains 27050 members 
Mstep: Class 19 contains 334902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519844.000000 Penalty: 21627.123047
Iteration 67Q: 11 clusters Score -5.451984e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 35995 members 
Mstep: Class 5 contains 968 members 
Mstep: Class 6 contains 13494 members 
Mstep: Class 9 contains 59218 members 
Mstep: Class 13 contains 28705 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 18 contains 27055 members 
Mstep: Class 19 contains 334817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519812.000000 Penalty: 21627.123047
Iteration 68Q: 11 clusters Score -5.451981e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94577 members 
Mstep: Class 2 contains 1001 members 
Mstep: Class 3 contains 36003 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 13503 members 
Mstep: Class 9 contains 59329 members 
Mstep: Class 13 contains 28623 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27061 members 
Mstep: Class 19 contains 334730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519808.000000 Penalty: 21627.123047
Iteration 69Q: 11 clusters Score -5.451981e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36006 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 13512 members 
Mstep: Class 9 contains 59422 members 
Mstep: Class 13 contains 28560 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27057 members 
Mstep: Class 19 contains 334667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519772.000000 Penalty: 21627.123047
Iteration 70Q: 11 clusters Score -5.451977e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36006 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 13531 members 
Mstep: Class 9 contains 59521 members 
Mstep: Class 13 contains 28501 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27053 members 
Mstep: Class 19 contains 334593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519772.000000 Penalty: 21627.123047
Iteration 71Q: 11 clusters Score -5.451977e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36001 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 13549 members 
Mstep: Class 9 contains 59587 members 
Mstep: Class 13 contains 28454 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27051 members 
Mstep: Class 19 contains 334543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519744.000000 Penalty: 21627.123047
Iteration 72Q: 11 clusters Score -5.451974e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36000 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 13564 members 
Mstep: Class 9 contains 59648 members 
Mstep: Class 13 contains 28421 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27055 members 
Mstep: Class 19 contains 334473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519776.000000 Penalty: 21627.123047
Iteration 73Q: 11 clusters Score -5.451978e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36002 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 9 contains 59690 members 
Mstep: Class 13 contains 28397 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27057 members 
Mstep: Class 19 contains 334425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519752.000000 Penalty: 21627.123047
Iteration 74Q: 11 clusters Score -5.451975e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94691 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36001 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 13587 members 
Mstep: Class 9 contains 59727 members 
Mstep: Class 13 contains 28382 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27058 members 
Mstep: Class 19 contains 334380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519816.000000 Penalty: 21627.123047
Iteration 75Q: 11 clusters Score -5.451982e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36001 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 9 contains 59755 members 
Mstep: Class 13 contains 28368 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27060 members 
Mstep: Class 19 contains 334333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519860.000000 Penalty: 21627.123047
Iteration 76Q: 11 clusters Score -5.451986e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36002 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 13604 members 
Mstep: Class 9 contains 59784 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27059 members 
Mstep: Class 19 contains 334289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519868.000000 Penalty: 21627.123047
Iteration 77Q: 11 clusters Score -5.451987e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36004 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 13612 members 
Mstep: Class 9 contains 59795 members 
Mstep: Class 13 contains 28345 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27059 members 
Mstep: Class 19 contains 334260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519856.000000 Penalty: 21627.123047
Iteration 78Q: 11 clusters Score -5.451986e+07 nChanged 52
Entering ConstructFrom: 
Score: -54519856.000000 Penalty: 21627.123047
Entering ConstructFrom: 
Trying to split cluster 1 (94769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Entering Unmasked Estep 
Score: -8752589.000000 Penalty: 1862.119629
	Iteration 0F: 2 clusters Score -8752589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -8688792.000000 Penalty: 3724.239258
	Iteration 0F: 3 clusters Score -8688792 nChanged 45173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -8715388.000000 Penalty: 3724.239258
	Iteration 1F: 3 clusters Score -8715388 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -8716261.000000 Penalty: 3724.239258
	Iteration 2Q: 3 clusters Score -8716261 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -8717384.000000 Penalty: 3724.239258
	Iteration 3Q: 3 clusters Score -8717384 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -8718780.000000 Penalty: 3724.239258
	Iteration 4Q: 3 clusters Score -8718780 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -8720534.000000 Penalty: 3724.239258
	Iteration 5Q: 3 clusters Score -8720534 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -8722885.000000 Penalty: 3724.239258
	Iteration 6Q: 3 clusters Score -8722885 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -8725674.000000 Penalty: 3724.239258
	Iteration 7F: 3 clusters Score -8725674 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -8729146.000000 Penalty: 3724.239258
	Iteration 8F: 3 clusters Score -8729146 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -8733298.000000 Penalty: 3724.239258
	Iteration 9F: 3 clusters Score -8733298 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -8737738.000000 Penalty: 3724.239258
	Iteration 10F: 3 clusters Score -8737738 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8741897.000000 Penalty: 3724.239258
	Iteration 11F: 3 clusters Score -8741897 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -8745818.000000 Penalty: 3724.239258
	Iteration 12Q: 3 clusters Score -8745818 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -8750031.000000 Penalty: 3724.239258
	Iteration 13Q: 3 clusters Score -8750031 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -8754115.000000 Penalty: 3724.239258
	Iteration 14Q: 3 clusters Score -8754115 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -8756809.000000 Penalty: 3724.239258
	Iteration 15Q: 3 clusters Score -8756809 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -8757924.000000 Penalty: 3724.239258
	Iteration 16Q: 3 clusters Score -8757924 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -8758242.000000 Penalty: 3724.239258
	Iteration 17Q: 3 clusters Score -8758242 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -8758243.000000 Penalty: 3724.239258
	Iteration 18Q: 3 clusters Score -8758243 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -8758263.000000 Penalty: 3724.239258
	Iteration 19Q: 3 clusters Score -8758263 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8758288.000000 Penalty: 3724.239258
	Iteration 20F: 3 clusters Score -8758288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8758301.000000 Penalty: 3724.239258
	Iteration 21Q: 3 clusters Score -8758301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -8758315.000000 Penalty: 3724.239258
	Iteration 22Q: 3 clusters Score -8758315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8758311.000000 Penalty: 3724.239258
	Iteration 23Q: 3 clusters Score -8758311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -8758317.000000 Penalty: 3724.239258
	Iteration 24Q: 3 clusters Score -8758317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8758332.000000 Penalty: 3724.239258
	Iteration 25Q: 3 clusters Score -8758332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8758331.000000 Penalty: 3724.239258
	Iteration 26Q: 3 clusters Score -8758331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -8758332.000000 Penalty: 3724.239258
	Iteration 27Q: 3 clusters Score -8758332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -8758344.000000 Penalty: 3724.239258
	Iteration 28Q: 3 clusters Score -8758344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8758342.000000 Penalty: 3724.239258
	Iteration 29Q: 3 clusters Score -8758342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -8758334.000000 Penalty: 3724.239258
	Iteration 30Q: 3 clusters Score -8758334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -8758329.000000 Penalty: 3724.239258
	Iteration 31Q: 3 clusters Score -8758329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -8758327.000000 Penalty: 3724.239258
	Iteration 32Q: 3 clusters Score -8758327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -8758328.000000 Penalty: 3724.239258
	Iteration 33Q: 3 clusters Score -8758328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8758324.000000 Penalty: 3724.239258
	Iteration 34Q: 3 clusters Score -8758324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8758324.000000 Penalty: 3724.239258
	Iteration 35F: 3 clusters Score -8758324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36004 members 
Mstep: Class 4 contains 46479 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 13620 members 
Mstep: Class 9 contains 59805 members 
Mstep: Class 13 contains 28336 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27059 members 
Mstep: Class 19 contains 334232 members 
Entering Unmasked Estep 
Score: -54525336.000000 Penalty: 23789.835938
Splitting cluster 1 changes total score from -54519856.000000 to -54525336.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84626.585938 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -84626.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83190.960938 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -83190.96 nChanged 300
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: -83482.593750 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -83482.59 nChanged 78
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: -83570.218750 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -83570.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83630.773438 Penalty: 2245.669922
	Iteration 3Q: 3 clusters Score -83630.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83672.203125 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -83672.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83697.281250 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -83697.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83719.421875 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -83719.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83734.859375 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -83734.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83743.570312 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -83743.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83750.351562 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -83750.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83761.320312 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -83761.32 nChanged 10
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: -83772.929688 Penalty: 2245.669922
	Iteration 11Q: 3 clusters Score -83772.93 nChanged 6
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: -83787.687500 Penalty: 2245.669922
	Iteration 12Q: 3 clusters Score -83787.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83793.468750 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -83793.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83798.539062 Penalty: 2245.669922
	Iteration 14Q: 3 clusters Score -83798.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83800.406250 Penalty: 2245.669922
	Iteration 15Q: 3 clusters Score -83800.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83800.406250 Penalty: 2245.669922
	Iteration 16F: 3 clusters Score -83800.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Entering Unmasked Estep 
Score: -3363463.250000 Penalty: 1704.850098
	Iteration 0F: 2 clusters Score -3363463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3339296.750000 Penalty: 3409.700195
	Iteration 0F: 3 clusters Score -3339297 nChanged 16714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3348700.750000 Penalty: 3409.700195
	Iteration 1F: 3 clusters Score -3348701 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3349255.750000 Penalty: 3409.700195
	Iteration 2Q: 3 clusters Score -3349256 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3349963.750000 Penalty: 3409.700195
	Iteration 3Q: 3 clusters Score -3349964 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3351034.000000 Penalty: 3409.700195
	Iteration 4F: 3 clusters Score -3351034 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3352525.500000 Penalty: 3409.700195
	Iteration 5F: 3 clusters Score -3352526 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3354335.750000 Penalty: 3409.700195
	Iteration 6F: 3 clusters Score -3354336 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3356127.750000 Penalty: 3409.700195
	Iteration 7F: 3 clusters Score -3356128 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3357502.750000 Penalty: 3409.700195
	Iteration 8Q: 3 clusters Score -3357503 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3358467.500000 Penalty: 3409.700195
	Iteration 9Q: 3 clusters Score -3358468 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3359161.250000 Penalty: 3409.700195
	Iteration 10Q: 3 clusters Score -3359161 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3359714.500000 Penalty: 3409.700195
	Iteration 11Q: 3 clusters Score -3359714 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3360193.750000 Penalty: 3409.700195
	Iteration 12Q: 3 clusters Score -3360194 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3360576.750000 Penalty: 3409.700195
	Iteration 13Q: 3 clusters Score -3360577 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3360835.000000 Penalty: 3409.700195
	Iteration 14Q: 3 clusters Score -3360835 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3361058.000000 Penalty: 3409.700195
	Iteration 15Q: 3 clusters Score -3361058 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3361287.000000 Penalty: 3409.700195
	Iteration 16Q: 3 clusters Score -3361287 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3361434.000000 Penalty: 3409.700195
	Iteration 17Q: 3 clusters Score -3361434 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3361555.250000 Penalty: 3409.700195
	Iteration 18Q: 3 clusters Score -3361555 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3361686.750000 Penalty: 3409.700195
	Iteration 19Q: 3 clusters Score -3361687 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3361796.000000 Penalty: 3409.700195
	Iteration 20F: 3 clusters Score -3361796 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3361868.000000 Penalty: 3409.700195
	Iteration 21Q: 3 clusters Score -3361868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3361915.500000 Penalty: 3409.700195
	Iteration 22Q: 3 clusters Score -3361916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3361951.500000 Penalty: 3409.700195
	Iteration 23Q: 3 clusters Score -3361952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3361972.000000 Penalty: 3409.700195
	Iteration 24Q: 3 clusters Score -3361972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3361985.750000 Penalty: 3409.700195
	Iteration 25Q: 3 clusters Score -3361986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3361995.500000 Penalty: 3409.700195
	Iteration 26Q: 3 clusters Score -3361996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3361998.000000 Penalty: 3409.700195
	Iteration 27Q: 3 clusters Score -3361998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3362001.000000 Penalty: 3409.700195
	Iteration 28Q: 3 clusters Score -3362001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3362010.500000 Penalty: 3409.700195
	Iteration 29Q: 3 clusters Score -3362010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3362015.500000 Penalty: 3409.700195
	Iteration 30Q: 3 clusters Score -3362016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3362015.250000 Penalty: 3409.700195
	Iteration 31Q: 3 clusters Score -3362015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3362015.250000 Penalty: 3409.700195
	Iteration 32F: 3 clusters Score -3362015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -78508.539062 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -78508.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77136.734375 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -77136.73 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77438.914062 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -77438.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77510.148438 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -77510.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -77542.867188 Penalty: 2234.114502
	Iteration 3Q: 3 clusters Score -77542.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77561.960938 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -77561.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -77577.500000 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -77577.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -77591.945312 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -77591.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -77602.468750 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -77602.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77616.109375 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -77616.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77624.609375 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -77624.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77630.765625 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -77630.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77636.304688 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -77636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77641.984375 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -77641.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -77646.937500 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -77646.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -77649.875000 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -77649.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -77657.070312 Penalty: 2234.114502
	Iteration 15Q: 3 clusters Score -77657.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -77659.617188 Penalty: 2234.114502
	Iteration 16Q: 3 clusters Score -77659.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77659.992188 Penalty: 2234.114502
	Iteration 17Q: 3 clusters Score -77659.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77659.992188 Penalty: 2234.114502
	Iteration 18F: 3 clusters Score -77659.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Entering Unmasked Estep 
Score: -1290258.250000 Penalty: 1546.885376
	Iteration 0F: 2 clusters Score -1290258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1280856.375000 Penalty: 3093.770752
	Iteration 0F: 3 clusters Score -1280856 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1284241.000000 Penalty: 3093.770752
	Iteration 1F: 3 clusters Score -1284241 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1284685.375000 Penalty: 3093.770752
	Iteration 2F: 3 clusters Score -1284685 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1285165.875000 Penalty: 3093.770752
	Iteration 3F: 3 clusters Score -1285166 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1285691.875000 Penalty: 3093.770752
	Iteration 4F: 3 clusters Score -1285692 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1286312.875000 Penalty: 3093.770752
	Iteration 5F: 3 clusters Score -1286313 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1286967.000000 Penalty: 3093.770752
	Iteration 6F: 3 clusters Score -1286967 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1287491.875000 Penalty: 3093.770752
	Iteration 7F: 3 clusters Score -1287492 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1287851.125000 Penalty: 3093.770752
	Iteration 8Q: 3 clusters Score -1287851 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1288070.375000 Penalty: 3093.770752
	Iteration 9Q: 3 clusters Score -1288070 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1288196.500000 Penalty: 3093.770752
	Iteration 10Q: 3 clusters Score -1288196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1288272.500000 Penalty: 3093.770752
	Iteration 11Q: 3 clusters Score -1288272 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1288328.125000 Penalty: 3093.770752
	Iteration 12Q: 3 clusters Score -1288328 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1288383.375000 Penalty: 3093.770752
	Iteration 13Q: 3 clusters Score -1288383 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1288432.500000 Penalty: 3093.770752
	Iteration 14Q: 3 clusters Score -1288432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1288477.250000 Penalty: 3093.770752
	Iteration 15Q: 3 clusters Score -1288477 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1288517.000000 Penalty: 3093.770752
	Iteration 16Q: 3 clusters Score -1288517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1288554.250000 Penalty: 3093.770752
	Iteration 17Q: 3 clusters Score -1288554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1288582.750000 Penalty: 3093.770752
	Iteration 18Q: 3 clusters Score -1288583 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1288601.625000 Penalty: 3093.770752
	Iteration 19Q: 3 clusters Score -1288602 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1288621.500000 Penalty: 3093.770752
	Iteration 20F: 3 clusters Score -1288622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1288649.625000 Penalty: 3093.770752
	Iteration 21Q: 3 clusters Score -1288650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1288669.625000 Penalty: 3093.770752
	Iteration 22Q: 3 clusters Score -1288670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1288686.875000 Penalty: 3093.770752
	Iteration 23Q: 3 clusters Score -1288687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1288701.250000 Penalty: 3093.770752
	Iteration 24Q: 3 clusters Score -1288701 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1288719.625000 Penalty: 3093.770752
	Iteration 25Q: 3 clusters Score -1288720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1288738.250000 Penalty: 3093.770752
	Iteration 26Q: 3 clusters Score -1288738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1288758.250000 Penalty: 3093.770752
	Iteration 27Q: 3 clusters Score -1288758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1288776.000000 Penalty: 3093.770752
	Iteration 28Q: 3 clusters Score -1288776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1288795.125000 Penalty: 3093.770752
	Iteration 29Q: 3 clusters Score -1288795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1288820.500000 Penalty: 3093.770752
	Iteration 30Q: 3 clusters Score -1288820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1288845.750000 Penalty: 3093.770752
	Iteration 31Q: 3 clusters Score -1288846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1288870.125000 Penalty: 3093.770752
	Iteration 32Q: 3 clusters Score -1288870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1288887.625000 Penalty: 3093.770752
	Iteration 33Q: 3 clusters Score -1288888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1288898.500000 Penalty: 3093.770752
	Iteration 34Q: 3 clusters Score -1288898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1288918.500000 Penalty: 3093.770752
	Iteration 35Q: 3 clusters Score -1288918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1288936.250000 Penalty: 3093.770752
	Iteration 36Q: 3 clusters Score -1288936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1288951.500000 Penalty: 3093.770752
	Iteration 37Q: 3 clusters Score -1288952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1288971.125000 Penalty: 3093.770752
	Iteration 38Q: 3 clusters Score -1288971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1288987.875000 Penalty: 3093.770752
	Iteration 39Q: 3 clusters Score -1288988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1288999.500000 Penalty: 3093.770752
	Iteration 40F: 3 clusters Score -1289000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1289008.000000 Penalty: 3093.770752
	Iteration 41Q: 3 clusters Score -1289008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1289019.375000 Penalty: 3093.770752
	Iteration 42Q: 3 clusters Score -1289019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1289027.750000 Penalty: 3093.770752
	Iteration 43Q: 3 clusters Score -1289028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1289042.125000 Penalty: 3093.770752
	Iteration 44Q: 3 clusters Score -1289042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1289057.625000 Penalty: 3093.770752
	Iteration 45Q: 3 clusters Score -1289058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1289071.125000 Penalty: 3093.770752
	Iteration 46Q: 3 clusters Score -1289071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1289080.125000 Penalty: 3093.770752
	Iteration 47Q: 3 clusters Score -1289080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1289089.375000 Penalty: 3093.770752
	Iteration 48Q: 3 clusters Score -1289089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1289097.500000 Penalty: 3093.770752
	Iteration 49Q: 3 clusters Score -1289098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1289103.000000 Penalty: 3093.770752
	Iteration 50Q: 3 clusters Score -1289103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1289107.625000 Penalty: 3093.770752
	Iteration 51Q: 3 clusters Score -1289108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1289110.625000 Penalty: 3093.770752
	Iteration 52Q: 3 clusters Score -1289111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1289113.250000 Penalty: 3093.770752
	Iteration 53Q: 3 clusters Score -1289113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1289116.000000 Penalty: 3093.770752
	Iteration 54Q: 3 clusters Score -1289116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1289118.125000 Penalty: 3093.770752
	Iteration 55Q: 3 clusters Score -1289118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1289120.375000 Penalty: 3093.770752
	Iteration 56Q: 3 clusters Score -1289120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1289121.125000 Penalty: 3093.770752
	Iteration 57Q: 3 clusters Score -1289121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1289121.875000 Penalty: 3093.770752
	Iteration 58Q: 3 clusters Score -1289122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1289123.500000 Penalty: 3093.770752
	Iteration 59Q: 3 clusters Score -1289124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1289128.250000 Penalty: 3093.770752
	Iteration 60F: 3 clusters Score -1289128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1289135.125000 Penalty: 3093.770752
	Iteration 61Q: 3 clusters Score -1289135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1289135.625000 Penalty: 3093.770752
	Iteration 62Q: 3 clusters Score -1289136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1289140.000000 Penalty: 3093.770752
	Iteration 63Q: 3 clusters Score -1289140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1289148.500000 Penalty: 3093.770752
	Iteration 64Q: 3 clusters Score -1289148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1289155.500000 Penalty: 3093.770752
	Iteration 65Q: 3 clusters Score -1289156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1289156.000000 Penalty: 3093.770752
	Iteration 66Q: 3 clusters Score -1289156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1289159.375000 Penalty: 3093.770752
	Iteration 67Q: 3 clusters Score -1289159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1289160.500000 Penalty: 3093.770752
	Iteration 68Q: 3 clusters Score -1289160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1289160.500000 Penalty: 3093.770752
	Iteration 69F: 3 clusters Score -1289160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Entering Unmasked Estep 
Score: -5594666.500000 Penalty: 1787.312134
	Iteration 0F: 2 clusters Score -5594666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -5554494.500000 Penalty: 3574.624268
	Iteration 0F: 3 clusters Score -5554494 nChanged 28272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -5570480.000000 Penalty: 3574.624268
	Iteration 1F: 3 clusters Score -5570480 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -5570982.000000 Penalty: 3574.624268
	Iteration 2Q: 3 clusters Score -5570982 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -5571593.500000 Penalty: 3574.624268
	Iteration 3Q: 3 clusters Score -5571594 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -5572477.000000 Penalty: 3574.624268
	Iteration 4Q: 3 clusters Score -5572477 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -5573904.500000 Penalty: 3574.624268
	Iteration 5F: 3 clusters Score -5573904 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -5576094.500000 Penalty: 3574.624268
	Iteration 6F: 3 clusters Score -5576094 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5579374.500000 Penalty: 3574.624268
	Iteration 7F: 3 clusters Score -5579374 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -5583544.500000 Penalty: 3574.624268
	Iteration 8F: 3 clusters Score -5583544 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -5587554.500000 Penalty: 3574.624268
	Iteration 9F: 3 clusters Score -5587554 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -5590166.500000 Penalty: 3574.624268
	Iteration 10Q: 3 clusters Score -5590166 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -5591503.500000 Penalty: 3574.624268
	Iteration 11Q: 3 clusters Score -5591504 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -5592137.000000 Penalty: 3574.624268
	Iteration 12Q: 3 clusters Score -5592137 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -5592444.000000 Penalty: 3574.624268
	Iteration 13Q: 3 clusters Score -5592444 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -5592617.000000 Penalty: 3574.624268
	Iteration 14Q: 3 clusters Score -5592617 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -5592736.500000 Penalty: 3574.624268
	Iteration 15Q: 3 clusters Score -5592736 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -5592847.500000 Penalty: 3574.624268
	Iteration 16Q: 3 clusters Score -5592848 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -5592905.500000 Penalty: 3574.624268
	Iteration 17Q: 3 clusters Score -5592906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -5592958.000000 Penalty: 3574.624268
	Iteration 18Q: 3 clusters Score -5592958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -5593001.000000 Penalty: 3574.624268
	Iteration 19Q: 3 clusters Score -5593001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -5593038.500000 Penalty: 3574.624268
	Iteration 20F: 3 clusters Score -5593038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -5593066.500000 Penalty: 3574.624268
	Iteration 21Q: 3 clusters Score -5593066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -5593086.000000 Penalty: 3574.624268
	Iteration 22Q: 3 clusters Score -5593086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -5593109.500000 Penalty: 3574.624268
	Iteration 23Q: 3 clusters Score -5593110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -5593140.000000 Penalty: 3574.624268
	Iteration 24Q: 3 clusters Score -5593140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -5593160.000000 Penalty: 3574.624268
	Iteration 25Q: 3 clusters Score -5593160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -5593169.000000 Penalty: 3574.624268
	Iteration 26Q: 3 clusters Score -5593169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -5593178.000000 Penalty: 3574.624268
	Iteration 27Q: 3 clusters Score -5593178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -5593189.500000 Penalty: 3574.624268
	Iteration 28Q: 3 clusters Score -5593190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -5593205.500000 Penalty: 3574.624268
	Iteration 29Q: 3 clusters Score -5593206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -5593208.500000 Penalty: 3574.624268
	Iteration 30Q: 3 clusters Score -5593208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -5593208.500000 Penalty: 3574.624268
	Iteration 31Q: 3 clusters Score -5593208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -5593210.500000 Penalty: 3574.624268
	Iteration 32Q: 3 clusters Score -5593210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -5593225.000000 Penalty: 3574.624268
	Iteration 33Q: 3 clusters Score -5593225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -5593221.500000 Penalty: 3574.624268
	Iteration 34Q: 3 clusters Score -5593222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -5593222.500000 Penalty: 3574.624268
	Iteration 35Q: 3 clusters Score -5593222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -5593226.000000 Penalty: 3574.624268
	Iteration 36Q: 3 clusters Score -5593226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -5593221.500000 Penalty: 3574.624268
	Iteration 37Q: 3 clusters Score -5593222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -5593221.500000 Penalty: 3574.624268
	Iteration 38Q: 3 clusters Score -5593222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -5593224.500000 Penalty: 3574.624268
	Iteration 39Q: 3 clusters Score -5593224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -5593225.500000 Penalty: 3574.624268
	Iteration 40F: 3 clusters Score -5593226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -5593235.000000 Penalty: 3574.624268
	Iteration 41Q: 3 clusters Score -5593235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -5593239.000000 Penalty: 3574.624268
	Iteration 42Q: 3 clusters Score -5593239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -5593241.000000 Penalty: 3574.624268
	Iteration 43Q: 3 clusters Score -5593241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -5593242.000000 Penalty: 3574.624268
	Iteration 44Q: 3 clusters Score -5593242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -5593248.000000 Penalty: 3574.624268
	Iteration 45Q: 3 clusters Score -5593248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -5593250.000000 Penalty: 3574.624268
	Iteration 46Q: 3 clusters Score -5593250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -5593250.500000 Penalty: 3574.624268
	Iteration 47Q: 3 clusters Score -5593250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -5593246.000000 Penalty: 3574.624268
	Iteration 48Q: 3 clusters Score -5593246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -5593256.500000 Penalty: 3574.624268
	Iteration 49Q: 3 clusters Score -5593256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -5593256.000000 Penalty: 3574.624268
	Iteration 50Q: 3 clusters Score -5593256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -5593254.500000 Penalty: 3574.624268
	Iteration 51Q: 3 clusters Score -5593254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -5593257.000000 Penalty: 3574.624268
	Iteration 52Q: 3 clusters Score -5593257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -5593262.500000 Penalty: 3574.624268
	Iteration 53Q: 3 clusters Score -5593262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -5593267.000000 Penalty: 3574.624268
	Iteration 54Q: 3 clusters Score -5593267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -5593262.000000 Penalty: 3574.624268
	Iteration 55Q: 3 clusters Score -5593262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -5593262.500000 Penalty: 3574.624268
	Iteration 56Q: 3 clusters Score -5593262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -5593263.500000 Penalty: 3574.624268
	Iteration 57Q: 3 clusters Score -5593264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -5593265.000000 Penalty: 3574.624268
	Iteration 58Q: 3 clusters Score -5593265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -5593265.000000 Penalty: 3574.624268
	Iteration 59F: 3 clusters Score -5593265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Entering Unmasked Estep 
Score: -2660597.250000 Penalty: 1665.931885
	Iteration 0F: 2 clusters Score -2660597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2641548.500000 Penalty: 3331.863770
	Iteration 0F: 3 clusters Score -2641548 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2649053.000000 Penalty: 3331.863770
	Iteration 1F: 3 clusters Score -2649053 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2649560.000000 Penalty: 3331.863770
	Iteration 2Q: 3 clusters Score -2649560 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2650183.000000 Penalty: 3331.863770
	Iteration 3Q: 3 clusters Score -2650183 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2650924.000000 Penalty: 3331.863770
	Iteration 4F: 3 clusters Score -2650924 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2651913.000000 Penalty: 3331.863770
	Iteration 5F: 3 clusters Score -2651913 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2653097.000000 Penalty: 3331.863770
	Iteration 6F: 3 clusters Score -2653097 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2654394.500000 Penalty: 3331.863770
	Iteration 7F: 3 clusters Score -2654394 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2655511.000000 Penalty: 3331.863770
	Iteration 8F: 3 clusters Score -2655511 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2656115.500000 Penalty: 3331.863770
	Iteration 9Q: 3 clusters Score -2656116 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2656378.000000 Penalty: 3331.863770
	Iteration 10Q: 3 clusters Score -2656378 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2656487.000000 Penalty: 3331.863770
	Iteration 11Q: 3 clusters Score -2656487 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2656558.500000 Penalty: 3331.863770
	Iteration 12Q: 3 clusters Score -2656558 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2656604.000000 Penalty: 3331.863770
	Iteration 13Q: 3 clusters Score -2656604 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2656657.000000 Penalty: 3331.863770
	Iteration 14Q: 3 clusters Score -2656657 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2656694.250000 Penalty: 3331.863770
	Iteration 15Q: 3 clusters Score -2656694 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2656732.750000 Penalty: 3331.863770
	Iteration 16Q: 3 clusters Score -2656733 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2656753.250000 Penalty: 3331.863770
	Iteration 17Q: 3 clusters Score -2656753 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2656789.500000 Penalty: 3331.863770
	Iteration 18Q: 3 clusters Score -2656790 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2656830.750000 Penalty: 3331.863770
	Iteration 19Q: 3 clusters Score -2656831 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2656855.250000 Penalty: 3331.863770
	Iteration 20F: 3 clusters Score -2656855 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2656862.500000 Penalty: 3331.863770
	Iteration 21Q: 3 clusters Score -2656862 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2656889.750000 Penalty: 3331.863770
	Iteration 22Q: 3 clusters Score -2656890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2656915.750000 Penalty: 3331.863770
	Iteration 23Q: 3 clusters Score -2656916 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2656935.500000 Penalty: 3331.863770
	Iteration 24Q: 3 clusters Score -2656936 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2656949.500000 Penalty: 3331.863770
	Iteration 25Q: 3 clusters Score -2656950 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2656964.000000 Penalty: 3331.863770
	Iteration 26Q: 3 clusters Score -2656964 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2657005.500000 Penalty: 3331.863770
	Iteration 27Q: 3 clusters Score -2657006 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2657033.000000 Penalty: 3331.863770
	Iteration 28Q: 3 clusters Score -2657033 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2657071.750000 Penalty: 3331.863770
	Iteration 29Q: 3 clusters Score -2657072 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2657106.250000 Penalty: 3331.863770
	Iteration 30Q: 3 clusters Score -2657106 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2657135.000000 Penalty: 3331.863770
	Iteration 31Q: 3 clusters Score -2657135 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2657176.250000 Penalty: 3331.863770
	Iteration 32Q: 3 clusters Score -2657176 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2657220.000000 Penalty: 3331.863770
	Iteration 33Q: 3 clusters Score -2657220 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2657258.000000 Penalty: 3331.863770
	Iteration 34Q: 3 clusters Score -2657258 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2657311.250000 Penalty: 3331.863770
	Iteration 35Q: 3 clusters Score -2657311 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2657363.000000 Penalty: 3331.863770
	Iteration 36Q: 3 clusters Score -2657363 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2657426.500000 Penalty: 3331.863770
	Iteration 37Q: 3 clusters Score -2657426 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2657487.000000 Penalty: 3331.863770
	Iteration 38Q: 3 clusters Score -2657487 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2657550.750000 Penalty: 3331.863770
	Iteration 39Q: 3 clusters Score -2657551 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2657624.750000 Penalty: 3331.863770
	Iteration 40F: 3 clusters Score -2657625 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2657688.750000 Penalty: 3331.863770
	Iteration 41Q: 3 clusters Score -2657689 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2657765.250000 Penalty: 3331.863770
	Iteration 42Q: 3 clusters Score -2657765 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2657827.250000 Penalty: 3331.863770
	Iteration 43Q: 3 clusters Score -2657827 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2657889.500000 Penalty: 3331.863770
	Iteration 44Q: 3 clusters Score -2657890 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2657955.250000 Penalty: 3331.863770
	Iteration 45Q: 3 clusters Score -2657955 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2658010.000000 Penalty: 3331.863770
	Iteration 46Q: 3 clusters Score -2658010 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2658084.500000 Penalty: 3331.863770
	Iteration 47Q: 3 clusters Score -2658084 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2658141.250000 Penalty: 3331.863770
	Iteration 48Q: 3 clusters Score -2658141 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2658209.500000 Penalty: 3331.863770
	Iteration 49Q: 3 clusters Score -2658210 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2658266.250000 Penalty: 3331.863770
	Iteration 50Q: 3 clusters Score -2658266 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2658346.500000 Penalty: 3331.863770
	Iteration 51Q: 3 clusters Score -2658346 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2658429.750000 Penalty: 3331.863770
	Iteration 52Q: 3 clusters Score -2658430 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2658508.750000 Penalty: 3331.863770
	Iteration 53Q: 3 clusters Score -2658509 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2658602.500000 Penalty: 3331.863770
	Iteration 54Q: 3 clusters Score -2658602 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2658670.000000 Penalty: 3331.863770
	Iteration 55Q: 3 clusters Score -2658670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2658724.750000 Penalty: 3331.863770
	Iteration 56Q: 3 clusters Score -2658725 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2658798.000000 Penalty: 3331.863770
	Iteration 57Q: 3 clusters Score -2658798 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2658837.000000 Penalty: 3331.863770
	Iteration 58Q: 3 clusters Score -2658837 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2658894.000000 Penalty: 3331.863770
	Iteration 59Q: 3 clusters Score -2658894 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2658946.750000 Penalty: 3331.863770
	Iteration 60F: 3 clusters Score -2658947 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2658993.250000 Penalty: 3331.863770
	Iteration 61Q: 3 clusters Score -2658993 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2659049.750000 Penalty: 3331.863770
	Iteration 62Q: 3 clusters Score -2659050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2659078.500000 Penalty: 3331.863770
	Iteration 63Q: 3 clusters Score -2659078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2659108.250000 Penalty: 3331.863770
	Iteration 64Q: 3 clusters Score -2659108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2659124.750000 Penalty: 3331.863770
	Iteration 65Q: 3 clusters Score -2659125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2659151.500000 Penalty: 3331.863770
	Iteration 66Q: 3 clusters Score -2659152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2659170.000000 Penalty: 3331.863770
	Iteration 67Q: 3 clusters Score -2659170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2659189.250000 Penalty: 3331.863770
	Iteration 68Q: 3 clusters Score -2659189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2659212.750000 Penalty: 3331.863770
	Iteration 69Q: 3 clusters Score -2659213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2659237.250000 Penalty: 3331.863770
	Iteration 70Q: 3 clusters Score -2659237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2659254.000000 Penalty: 3331.863770
	Iteration 71Q: 3 clusters Score -2659254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2659285.000000 Penalty: 3331.863770
	Iteration 72Q: 3 clusters Score -2659285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2659297.750000 Penalty: 3331.863770
	Iteration 73Q: 3 clusters Score -2659298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2659314.000000 Penalty: 3331.863770
	Iteration 74Q: 3 clusters Score -2659314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2659319.000000 Penalty: 3331.863770
	Iteration 75Q: 3 clusters Score -2659319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2659329.750000 Penalty: 3331.863770
	Iteration 76Q: 3 clusters Score -2659330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2659334.500000 Penalty: 3331.863770
	Iteration 77Q: 3 clusters Score -2659334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2659341.500000 Penalty: 3331.863770
	Iteration 78Q: 3 clusters Score -2659342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2659348.750000 Penalty: 3331.863770
	Iteration 79Q: 3 clusters Score -2659349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2659356.750000 Penalty: 3331.863770
	Iteration 80F: 3 clusters Score -2659357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2659352.250000 Penalty: 3331.863770
	Iteration 81Q: 3 clusters Score -2659352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2659361.500000 Penalty: 3331.863770
	Iteration 82Q: 3 clusters Score -2659362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2659372.750000 Penalty: 3331.863770
	Iteration 83Q: 3 clusters Score -2659373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2659381.000000 Penalty: 3331.863770
	Iteration 84Q: 3 clusters Score -2659381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2659380.750000 Penalty: 3331.863770
	Iteration 85Q: 3 clusters Score -2659381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2659388.750000 Penalty: 3331.863770
	Iteration 86Q: 3 clusters Score -2659389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2659391.000000 Penalty: 3331.863770
	Iteration 87Q: 3 clusters Score -2659391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2659391.750000 Penalty: 3331.863770
	Iteration 88Q: 3 clusters Score -2659392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2659390.500000 Penalty: 3331.863770
	Iteration 89Q: 3 clusters Score -2659390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2659393.000000 Penalty: 3331.863770
	Iteration 90Q: 3 clusters Score -2659393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2659394.750000 Penalty: 3331.863770
	Iteration 91Q: 3 clusters Score -2659395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2659393.750000 Penalty: 3331.863770
	Iteration 92Q: 3 clusters Score -2659394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2659393.750000 Penalty: 3331.863770
	Iteration 93F: 3 clusters Score -2659394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Entering Unmasked Estep 
Score: -600136.500000 Penalty: 1433.890625
	Iteration 0F: 2 clusters Score -600136.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -595013.437500 Penalty: 2867.781250
	Iteration 0F: 3 clusters Score -595013.4 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -596514.375000 Penalty: 2867.781250
	Iteration 1F: 3 clusters Score -596514.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -596725.125000 Penalty: 2867.781250
	Iteration 2F: 3 clusters Score -596725.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -596918.062500 Penalty: 2867.781250
	Iteration 3F: 3 clusters Score -596918.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -597106.375000 Penalty: 2867.781250
	Iteration 4F: 3 clusters Score -597106.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -597249.250000 Penalty: 2867.781250
	Iteration 5Q: 3 clusters Score -597249.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -597401.000000 Penalty: 2867.781250
	Iteration 6Q: 3 clusters Score -597401 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -597597.187500 Penalty: 2867.781250
	Iteration 7Q: 3 clusters Score -597597.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -597820.750000 Penalty: 2867.781250
	Iteration 8Q: 3 clusters Score -597820.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -598085.125000 Penalty: 2867.781250
	Iteration 9Q: 3 clusters Score -598085.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -598368.125000 Penalty: 2867.781250
	Iteration 10Q: 3 clusters Score -598368.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -598644.375000 Penalty: 2867.781250
	Iteration 11Q: 3 clusters Score -598644.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -598853.187500 Penalty: 2867.781250
	Iteration 12Q: 3 clusters Score -598853.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -599009.812500 Penalty: 2867.781250
	Iteration 13Q: 3 clusters Score -599009.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -599100.250000 Penalty: 2867.781250
	Iteration 14Q: 3 clusters Score -599100.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -599149.687500 Penalty: 2867.781250
	Iteration 15Q: 3 clusters Score -599149.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -599177.000000 Penalty: 2867.781250
	Iteration 16Q: 3 clusters Score -599177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -599194.062500 Penalty: 2867.781250
	Iteration 17Q: 3 clusters Score -599194.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -599207.125000 Penalty: 2867.781250
	Iteration 18Q: 3 clusters Score -599207.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -599210.125000 Penalty: 2867.781250
	Iteration 19Q: 3 clusters Score -599210.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -599214.000000 Penalty: 2867.781250
	Iteration 20F: 3 clusters Score -599214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -599217.625000 Penalty: 2867.781250
	Iteration 21Q: 3 clusters Score -599217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -599218.125000 Penalty: 2867.781250
	Iteration 22Q: 3 clusters Score -599218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -599217.000000 Penalty: 2867.781250
	Iteration 23Q: 3 clusters Score -599217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -599218.937500 Penalty: 2867.781250
	Iteration 24Q: 3 clusters Score -599218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -599219.375000 Penalty: 2867.781250
	Iteration 25Q: 3 clusters Score -599219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -599218.437500 Penalty: 2867.781250
	Iteration 26Q: 3 clusters Score -599218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -599217.875000 Penalty: 2867.781250
	Iteration 27Q: 3 clusters Score -599217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -599218.750000 Penalty: 2867.781250
	Iteration 28Q: 3 clusters Score -599218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -599219.375000 Penalty: 2867.781250
	Iteration 29Q: 3 clusters Score -599219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -599219.375000 Penalty: 2867.781250
	Iteration 30F: 3 clusters Score -599219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Entering Unmasked Estep 
Score: -2448545.250000 Penalty: 1658.438477
	Iteration 0F: 2 clusters Score -2448545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2430297.000000 Penalty: 3316.876953
	Iteration 0F: 3 clusters Score -2430297 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2437270.250000 Penalty: 3316.876953
	Iteration 1F: 3 clusters Score -2437270 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2437811.250000 Penalty: 3316.876953
	Iteration 2Q: 3 clusters Score -2437811 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2438493.250000 Penalty: 3316.876953
	Iteration 3F: 3 clusters Score -2438493 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2439390.500000 Penalty: 3316.876953
	Iteration 4F: 3 clusters Score -2439390 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2440613.750000 Penalty: 3316.876953
	Iteration 5F: 3 clusters Score -2440614 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2442228.500000 Penalty: 3316.876953
	Iteration 6F: 3 clusters Score -2442228 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2443973.500000 Penalty: 3316.876953
	Iteration 7F: 3 clusters Score -2443974 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -2445417.250000 Penalty: 3316.876953
	Iteration 8F: 3 clusters Score -2445417 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -2446287.500000 Penalty: 3316.876953
	Iteration 9Q: 3 clusters Score -2446288 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -2446675.500000 Penalty: 3316.876953
	Iteration 10Q: 3 clusters Score -2446676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2446882.500000 Penalty: 3316.876953
	Iteration 11Q: 3 clusters Score -2446882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -2446966.750000 Penalty: 3316.876953
	Iteration 12Q: 3 clusters Score -2446967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -2447017.250000 Penalty: 3316.876953
	Iteration 13Q: 3 clusters Score -2447017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -2447056.250000 Penalty: 3316.876953
	Iteration 14Q: 3 clusters Score -2447056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -2447078.500000 Penalty: 3316.876953
	Iteration 15Q: 3 clusters Score -2447078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2447101.750000 Penalty: 3316.876953
	Iteration 16Q: 3 clusters Score -2447102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2447113.500000 Penalty: 3316.876953
	Iteration 17Q: 3 clusters Score -2447114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2447123.500000 Penalty: 3316.876953
	Iteration 18Q: 3 clusters Score -2447124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -2447126.500000 Penalty: 3316.876953
	Iteration 19Q: 3 clusters Score -2447126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -2447128.000000 Penalty: 3316.876953
	Iteration 20F: 3 clusters Score -2447128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (334232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334232 members 
Entering Unmasked Estep 
Score: -30530142.000000 Penalty: 2066.933350
	Iteration 0F: 2 clusters Score -3.053014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 167642 members 
Entering Unmasked Estep 
Score: -30321068.000000 Penalty: 4133.866699
	Iteration 0F: 3 clusters Score -3.032107e+07 nChanged 162861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 181029 members 
Entering Unmasked Estep 
Score: -30418628.000000 Penalty: 4133.866699
	Iteration 1F: 3 clusters Score -3.041863e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 189454 members 
Entering Unmasked Estep 
Score: -30422586.000000 Penalty: 4133.866699
	Iteration 2Q: 3 clusters Score -3.042259e+07 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 202403 members 
Entering Unmasked Estep 
Score: -30429968.000000 Penalty: 4133.866699
	Iteration 3Q: 3 clusters Score -3.042997e+07 nChanged 20087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 220688 members 
Entering Unmasked Estep 
Score: -30442388.000000 Penalty: 4133.866699
	Iteration 4F: 3 clusters Score -3.044239e+07 nChanged 24432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 243764 members 
Entering Unmasked Estep 
Score: -30461216.000000 Penalty: 4133.866699
	Iteration 5F: 3 clusters Score -3.046122e+07 nChanged 25673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 268601 members 
Entering Unmasked Estep 
Score: -30484116.000000 Penalty: 4133.866699
	Iteration 6F: 3 clusters Score -3.048412e+07 nChanged 22610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 290773 members 
Entering Unmasked Estep 
Score: -30505136.000000 Penalty: 4133.866699
	Iteration 7F: 3 clusters Score -3.050514e+07 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 307730 members 
Entering Unmasked Estep 
Score: -30518784.000000 Penalty: 4133.866699
	Iteration 8F: 3 clusters Score -3.051878e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 319598 members 
Entering Unmasked Estep 
Score: -30524392.000000 Penalty: 4133.866699
	Iteration 9Q: 3 clusters Score -3.052439e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 326894 members 
Entering Unmasked Estep 
Score: -30527172.000000 Penalty: 4133.866699
	Iteration 10Q: 3 clusters Score -3.052717e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 330721 members 
Entering Unmasked Estep 
Score: -30527858.000000 Penalty: 4133.866699
	Iteration 11Q: 3 clusters Score -3.052786e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 332465 members 
Entering Unmasked Estep 
Score: -30528094.000000 Penalty: 4133.866699
	Iteration 12Q: 3 clusters Score -3.052809e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 333243 members 
Entering Unmasked Estep 
Score: -30528214.000000 Penalty: 4133.866699
	Iteration 13Q: 3 clusters Score -3.052821e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 333606 members 
Entering Unmasked Estep 
Score: -30528336.000000 Penalty: 4133.866699
	Iteration 14Q: 3 clusters Score -3.052834e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 333753 members 
Entering Unmasked Estep 
Score: -30528364.000000 Penalty: 4133.866699
	Iteration 15Q: 3 clusters Score -3.052836e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 333822 members 
Entering Unmasked Estep 
Score: -30528358.000000 Penalty: 4133.866699
	Iteration 16Q: 3 clusters Score -3.052836e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 333854 members 
Entering Unmasked Estep 
Score: -30528386.000000 Penalty: 4133.866699
	Iteration 17Q: 3 clusters Score -3.052839e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 333875 members 
Entering Unmasked Estep 
Score: -30528422.000000 Penalty: 4133.866699
	Iteration 18Q: 3 clusters Score -3.052842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 333894 members 
Entering Unmasked Estep 
Score: -30528418.000000 Penalty: 4133.866699
	Iteration 19Q: 3 clusters Score -3.052842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333902 members 
Entering Unmasked Estep 
Score: -30528440.000000 Penalty: 4133.866699
	Iteration 20F: 3 clusters Score -3.052844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 333913 members 
Entering Unmasked Estep 
Score: -30528488.000000 Penalty: 4133.866699
	Iteration 21Q: 3 clusters Score -3.052849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 333922 members 
Entering Unmasked Estep 
Score: -30528504.000000 Penalty: 4133.866699
	Iteration 22Q: 3 clusters Score -3.05285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 333927 members 
Entering Unmasked Estep 
Score: -30528502.000000 Penalty: 4133.866699
	Iteration 23Q: 3 clusters Score -3.05285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 333927 members 
Entering Unmasked Estep 
Score: -30528502.000000 Penalty: 4133.866699
	Iteration 24Q: 3 clusters Score -3.05285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 333929 members 
Entering Unmasked Estep 
Score: -30528512.000000 Penalty: 4133.866699
	Iteration 25Q: 3 clusters Score -3.052851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 333930 members 
Entering Unmasked Estep 
Score: -30528514.000000 Penalty: 4133.866699
	Iteration 26Q: 3 clusters Score -3.052851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 333930 members 
Entering Unmasked Estep 
Score: -30528514.000000 Penalty: 4133.866699
	Iteration 27F: 3 clusters Score -3.052851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36004 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 13620 members 
Mstep: Class 9 contains 59805 members 
Mstep: Class 13 contains 28336 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27059 members 
Mstep: Class 19 contains 334232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529384.000000 Penalty: 23789.835938
Iteration 79Q: 12 clusters Score -5.452938e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36241 members 
Mstep: Class 4 contains 43454 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 13687 members 
Mstep: Class 9 contains 60210 members 
Mstep: Class 13 contains 28472 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27059 members 
Mstep: Class 19 contains 337526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531080.000000 Penalty: 23789.835938
Iteration 80F: 12 clusters Score -5.453108e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36307 members 
Mstep: Class 4 contains 43514 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 13602 members 
Mstep: Class 9 contains 60384 members 
Mstep: Class 13 contains 28386 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 18 contains 27088 members 
Mstep: Class 19 contains 338300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532004.000000 Penalty: 23789.835938
Iteration 81Q: 12 clusters Score -5.4532e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36354 members 
Mstep: Class 4 contains 43568 members 
Mstep: Class 5 contains 984 members 
Mstep: Class 6 contains 13546 members 
Mstep: Class 9 contains 60570 members 
Mstep: Class 13 contains 28260 members 
Mstep: Class 15 contains 6797 members 
Mstep: Class 18 contains 27078 members 
Mstep: Class 19 contains 339045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531896.000000 Penalty: 23789.835938
Iteration 82Q: 12 clusters Score -5.45319e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36392 members 
Mstep: Class 4 contains 43679 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 13515 members 
Mstep: Class 9 contains 60731 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 18 contains 27070 members 
Mstep: Class 19 contains 339737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531696.000000 Penalty: 23789.835938
Iteration 83Q: 12 clusters Score -5.45317e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36461 members 
Mstep: Class 4 contains 43763 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 13494 members 
Mstep: Class 9 contains 60862 members 
Mstep: Class 13 contains 27995 members 
Mstep: Class 15 contains 6799 members 
Mstep: Class 18 contains 27070 members 
Mstep: Class 19 contains 340347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531276.000000 Penalty: 23789.835938
Iteration 84Q: 12 clusters Score -5.453128e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 36527 members 
Mstep: Class 4 contains 43921 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 13484 members 
Mstep: Class 9 contains 60985 members 
Mstep: Class 13 contains 27831 members 
Mstep: Class 15 contains 6797 members 
Mstep: Class 18 contains 27081 members 
Mstep: Class 19 contains 340821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530956.000000 Penalty: 23789.835938
Iteration 85Q: 12 clusters Score -5.453096e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1001 members 
Mstep: Class 3 contains 36581 members 
Mstep: Class 4 contains 44101 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 13482 members 
Mstep: Class 9 contains 61104 members 
Mstep: Class 13 contains 27665 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 18 contains 27074 members 
Mstep: Class 19 contains 341166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530648.000000 Penalty: 23789.835938
Iteration 86Q: 12 clusters Score -5.453065e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 36641 members 
Mstep: Class 4 contains 44276 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 13489 members 
Mstep: Class 9 contains 61222 members 
Mstep: Class 13 contains 27511 members 
Mstep: Class 15 contains 6793 members 
Mstep: Class 18 contains 27076 members 
Mstep: Class 19 contains 341380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530384.000000 Penalty: 23789.835938
Iteration 87Q: 12 clusters Score -5.453038e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1005 members 
Mstep: Class 3 contains 36683 members 
Mstep: Class 4 contains 44446 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 13495 members 
Mstep: Class 9 contains 61315 members 
Mstep: Class 13 contains 27391 members 
Mstep: Class 15 contains 6781 members 
Mstep: Class 18 contains 27087 members 
Mstep: Class 19 contains 341534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530196.000000 Penalty: 23789.835938
Iteration 88Q: 12 clusters Score -5.45302e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 1007 members 
Mstep: Class 3 contains 36720 members 
Mstep: Class 4 contains 44588 members 
Mstep: Class 5 contains 964 members 
Mstep: Class 6 contains 13507 members 
Mstep: Class 9 contains 61406 members 
Mstep: Class 13 contains 27270 members 
Mstep: Class 15 contains 6770 members 
Mstep: Class 18 contains 27104 members 
Mstep: Class 19 contains 341665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529916.000000 Penalty: 23789.835938
Iteration 89Q: 12 clusters Score -5.452992e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 3 contains 36755 members 
Mstep: Class 4 contains 44721 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 13514 members 
Mstep: Class 9 contains 61479 members 
Mstep: Class 13 contains 27160 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 341780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529868.000000 Penalty: 23789.835938
Iteration 90Q: 12 clusters Score -5.452987e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 36807 members 
Mstep: Class 4 contains 44825 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 13519 members 
Mstep: Class 9 contains 61549 members 
Mstep: Class 13 contains 27058 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 18 contains 27136 members 
Mstep: Class 19 contains 341852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529676.000000 Penalty: 23789.835938
Iteration 91Q: 12 clusters Score -5.452968e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 36861 members 
Mstep: Class 4 contains 44927 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 13533 members 
Mstep: Class 9 contains 61607 members 
Mstep: Class 13 contains 26985 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 341873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529524.000000 Penalty: 23789.835938
Iteration 92Q: 12 clusters Score -5.452952e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 45024 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 13547 members 
Mstep: Class 9 contains 61666 members 
Mstep: Class 13 contains 26904 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 18 contains 27138 members 
Mstep: Class 19 contains 341874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529468.000000 Penalty: 23789.835938
Iteration 93Q: 12 clusters Score -5.452947e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 36962 members 
Mstep: Class 4 contains 45103 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 13570 members 
Mstep: Class 9 contains 61730 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 18 contains 27147 members 
Mstep: Class 19 contains 341852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529376.000000 Penalty: 23789.835938
Iteration 94Q: 12 clusters Score -5.452938e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 36995 members 
Mstep: Class 4 contains 45172 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 13586 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 13 contains 26782 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 18 contains 27148 members 
Mstep: Class 19 contains 341850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529248.000000 Penalty: 23789.835938
Iteration 95Q: 12 clusters Score -5.452925e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 37020 members 
Mstep: Class 4 contains 45225 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 9 contains 61836 members 
Mstep: Class 13 contains 26735 members 
Mstep: Class 15 contains 6765 members 
Mstep: Class 18 contains 27159 members 
Mstep: Class 19 contains 341859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529244.000000 Penalty: 23789.835938
Iteration 96Q: 12 clusters Score -5.452924e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 45282 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13602 members 
Mstep: Class 9 contains 61885 members 
Mstep: Class 13 contains 26695 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 18 contains 27168 members 
Mstep: Class 19 contains 341839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529228.000000 Penalty: 23789.835938
Iteration 97Q: 12 clusters Score -5.452923e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 37066 members 
Mstep: Class 4 contains 45324 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13609 members 
Mstep: Class 9 contains 61912 members 
Mstep: Class 13 contains 26651 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 18 contains 27175 members 
Mstep: Class 19 contains 341854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529220.000000 Penalty: 23789.835938
Iteration 98Q: 12 clusters Score -5.452922e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 1018 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 45364 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13609 members 
Mstep: Class 9 contains 61948 members 
Mstep: Class 13 contains 26607 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 18 contains 27182 members 
Mstep: Class 19 contains 341859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529128.000000 Penalty: 23789.835938
Iteration 99Q: 12 clusters Score -5.452913e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 37113 members 
Mstep: Class 4 contains 45400 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13611 members 
Mstep: Class 9 contains 61983 members 
Mstep: Class 13 contains 26556 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 18 contains 27185 members 
Mstep: Class 19 contains 341861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529056.000000 Penalty: 23789.835938
Iteration 100F: 12 clusters Score -5.452906e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37138 members 
Mstep: Class 4 contains 45436 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13613 members 
Mstep: Class 9 contains 62010 members 
Mstep: Class 13 contains 26519 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 18 contains 27187 members 
Mstep: Class 19 contains 341869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529032.000000 Penalty: 23789.835938
Iteration 101Q: 12 clusters Score -5.452903e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37163 members 
Mstep: Class 4 contains 45479 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13613 members 
Mstep: Class 9 contains 62036 members 
Mstep: Class 13 contains 26486 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 18 contains 27191 members 
Mstep: Class 19 contains 341854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529064.000000 Penalty: 23789.835938
Iteration 102Q: 12 clusters Score -5.452906e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37181 members 
Mstep: Class 4 contains 45520 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13618 members 
Mstep: Class 9 contains 62063 members 
Mstep: Class 13 contains 26461 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 341826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529064.000000 Penalty: 23789.835938
Iteration 103Q: 12 clusters Score -5.452906e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37197 members 
Mstep: Class 4 contains 45561 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13619 members 
Mstep: Class 9 contains 62085 members 
Mstep: Class 13 contains 26434 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 18 contains 27190 members 
Mstep: Class 19 contains 341805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529040.000000 Penalty: 23789.835938
Iteration 104Q: 12 clusters Score -5.452904e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37217 members 
Mstep: Class 4 contains 45589 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13622 members 
Mstep: Class 9 contains 62104 members 
Mstep: Class 13 contains 26405 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 18 contains 27188 members 
Mstep: Class 19 contains 341789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529076.000000 Penalty: 23789.835938
Iteration 105Q: 12 clusters Score -5.452908e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37231 members 
Mstep: Class 4 contains 45613 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13623 members 
Mstep: Class 9 contains 62124 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27193 members 
Mstep: Class 19 contains 341768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529044.000000 Penalty: 23789.835938
Iteration 106Q: 12 clusters Score -5.452904e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37247 members 
Mstep: Class 4 contains 45630 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13624 members 
Mstep: Class 9 contains 62136 members 
Mstep: Class 13 contains 26363 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 341759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529032.000000 Penalty: 23789.835938
Iteration 107Q: 12 clusters Score -5.452903e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37259 members 
Mstep: Class 4 contains 45646 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13621 members 
Mstep: Class 9 contains 62152 members 
Mstep: Class 13 contains 26347 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27204 members 
Mstep: Class 19 contains 341743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529028.000000 Penalty: 23789.835938
Iteration 108Q: 12 clusters Score -5.452903e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37272 members 
Mstep: Class 4 contains 45659 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13629 members 
Mstep: Class 9 contains 62167 members 
Mstep: Class 13 contains 26328 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27213 members 
Mstep: Class 19 contains 341712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528984.000000 Penalty: 23789.835938
Iteration 109Q: 12 clusters Score -5.452898e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37289 members 
Mstep: Class 4 contains 45669 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13629 members 
Mstep: Class 9 contains 62185 members 
Mstep: Class 13 contains 26312 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27222 members 
Mstep: Class 19 contains 341685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529092.000000 Penalty: 23789.835938
Iteration 110Q: 12 clusters Score -5.452909e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37304 members 
Mstep: Class 4 contains 45680 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13631 members 
Mstep: Class 9 contains 62196 members 
Mstep: Class 13 contains 26299 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27226 members 
Mstep: Class 19 contains 341660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529148.000000 Penalty: 23789.835938
Iteration 111Q: 12 clusters Score -5.452915e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37312 members 
Mstep: Class 4 contains 45687 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13634 members 
Mstep: Class 9 contains 62209 members 
Mstep: Class 13 contains 26287 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 18 contains 27226 members 
Mstep: Class 19 contains 341647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529120.000000 Penalty: 23789.835938
Iteration 112Q: 12 clusters Score -5.452912e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37325 members 
Mstep: Class 4 contains 45692 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13639 members 
Mstep: Class 9 contains 62222 members 
Mstep: Class 13 contains 26267 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 18 contains 27230 members 
Mstep: Class 19 contains 341635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529128.000000 Penalty: 23789.835938
Iteration 113Q: 12 clusters Score -5.452913e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37331 members 
Mstep: Class 4 contains 45705 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13640 members 
Mstep: Class 9 contains 62229 members 
Mstep: Class 13 contains 26255 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27233 members 
Mstep: Class 19 contains 341627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529124.000000 Penalty: 23789.835938
Iteration 114Q: 12 clusters Score -5.452912e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37337 members 
Mstep: Class 4 contains 45720 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13641 members 
Mstep: Class 9 contains 62239 members 
Mstep: Class 13 contains 26240 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27239 members 
Mstep: Class 19 contains 341615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529068.000000 Penalty: 23789.835938
Iteration 115Q: 12 clusters Score -5.452907e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37341 members 
Mstep: Class 4 contains 45731 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13646 members 
Mstep: Class 9 contains 62248 members 
Mstep: Class 13 contains 26230 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27240 members 
Mstep: Class 19 contains 341605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528992.000000 Penalty: 23789.835938
Iteration 116Q: 12 clusters Score -5.452899e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37345 members 
Mstep: Class 4 contains 45748 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13652 members 
Mstep: Class 9 contains 62254 members 
Mstep: Class 13 contains 26219 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27238 members 
Mstep: Class 19 contains 341592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529052.000000 Penalty: 23789.835938
Iteration 117Q: 12 clusters Score -5.452905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37350 members 
Mstep: Class 4 contains 45763 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13648 members 
Mstep: Class 9 contains 62254 members 
Mstep: Class 13 contains 26209 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27238 members 
Mstep: Class 19 contains 341593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529064.000000 Penalty: 23789.835938
Iteration 118Q: 12 clusters Score -5.452906e+07 nChanged 40
Entering ConstructFrom: 
Score: -54529064.000000 Penalty: 23789.835938
Entering ConstructFrom: 
Trying to split cluster 1 (39807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Entering Unmasked Estep 
Score: -3721185.750000 Penalty: 1721.167114
	Iteration 0F: 2 clusters Score -3721186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3694427.000000 Penalty: 3442.334229
	Iteration 0F: 3 clusters Score -3694427 nChanged 18654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3704966.750000 Penalty: 3442.334229
	Iteration 1F: 3 clusters Score -3704967 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3705420.500000 Penalty: 3442.334229
	Iteration 2Q: 3 clusters Score -3705420 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3705857.000000 Penalty: 3442.334229
	Iteration 3Q: 3 clusters Score -3705857 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3706328.750000 Penalty: 3442.334229
	Iteration 4Q: 3 clusters Score -3706329 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3706826.000000 Penalty: 3442.334229
	Iteration 5Q: 3 clusters Score -3706826 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3707400.500000 Penalty: 3442.334229
	Iteration 6Q: 3 clusters Score -3707400 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3708146.500000 Penalty: 3442.334229
	Iteration 7Q: 3 clusters Score -3708146 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3709158.500000 Penalty: 3442.334229
	Iteration 8Q: 3 clusters Score -3709158 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3710620.500000 Penalty: 3442.334229
	Iteration 9F: 3 clusters Score -3710620 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3712489.500000 Penalty: 3442.334229
	Iteration 10F: 3 clusters Score -3712490 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3714059.500000 Penalty: 3442.334229
	Iteration 11F: 3 clusters Score -3714060 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3714981.500000 Penalty: 3442.334229
	Iteration 12Q: 3 clusters Score -3714982 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3715419.000000 Penalty: 3442.334229
	Iteration 13Q: 3 clusters Score -3715419 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3715666.750000 Penalty: 3442.334229
	Iteration 14Q: 3 clusters Score -3715667 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3715847.000000 Penalty: 3442.334229
	Iteration 15Q: 3 clusters Score -3715847 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3715966.750000 Penalty: 3442.334229
	Iteration 16Q: 3 clusters Score -3715967 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3716047.750000 Penalty: 3442.334229
	Iteration 17Q: 3 clusters Score -3716048 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3716172.500000 Penalty: 3442.334229
	Iteration 18Q: 3 clusters Score -3716172 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3716280.000000 Penalty: 3442.334229
	Iteration 19Q: 3 clusters Score -3716280 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3716376.750000 Penalty: 3442.334229
	Iteration 20F: 3 clusters Score -3716377 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3716461.250000 Penalty: 3442.334229
	Iteration 21Q: 3 clusters Score -3716461 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3716566.750000 Penalty: 3442.334229
	Iteration 22Q: 3 clusters Score -3716567 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3716661.750000 Penalty: 3442.334229
	Iteration 23Q: 3 clusters Score -3716662 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3716735.000000 Penalty: 3442.334229
	Iteration 24Q: 3 clusters Score -3716735 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3716824.500000 Penalty: 3442.334229
	Iteration 25Q: 3 clusters Score -3716824 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3716948.250000 Penalty: 3442.334229
	Iteration 26Q: 3 clusters Score -3716948 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3717051.250000 Penalty: 3442.334229
	Iteration 27Q: 3 clusters Score -3717051 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3717157.250000 Penalty: 3442.334229
	Iteration 28Q: 3 clusters Score -3717157 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3717277.750000 Penalty: 3442.334229
	Iteration 29Q: 3 clusters Score -3717278 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3717393.000000 Penalty: 3442.334229
	Iteration 30Q: 3 clusters Score -3717393 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3717505.000000 Penalty: 3442.334229
	Iteration 31Q: 3 clusters Score -3717505 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3717620.750000 Penalty: 3442.334229
	Iteration 32Q: 3 clusters Score -3717621 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3717753.000000 Penalty: 3442.334229
	Iteration 33Q: 3 clusters Score -3717753 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3717923.750000 Penalty: 3442.334229
	Iteration 34Q: 3 clusters Score -3717924 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3718105.500000 Penalty: 3442.334229
	Iteration 35Q: 3 clusters Score -3718106 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3718318.000000 Penalty: 3442.334229
	Iteration 36Q: 3 clusters Score -3718318 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3718527.500000 Penalty: 3442.334229
	Iteration 37Q: 3 clusters Score -3718528 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3718779.500000 Penalty: 3442.334229
	Iteration 38Q: 3 clusters Score -3718780 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3719000.500000 Penalty: 3442.334229
	Iteration 39Q: 3 clusters Score -3719000 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3719207.750000 Penalty: 3442.334229
	Iteration 40F: 3 clusters Score -3719208 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3719439.000000 Penalty: 3442.334229
	Iteration 41Q: 3 clusters Score -3719439 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3719598.500000 Penalty: 3442.334229
	Iteration 42Q: 3 clusters Score -3719598 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3719765.000000 Penalty: 3442.334229
	Iteration 43Q: 3 clusters Score -3719765 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3719893.000000 Penalty: 3442.334229
	Iteration 44Q: 3 clusters Score -3719893 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3720014.250000 Penalty: 3442.334229
	Iteration 45Q: 3 clusters Score -3720014 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3720107.000000 Penalty: 3442.334229
	Iteration 46Q: 3 clusters Score -3720107 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3720169.250000 Penalty: 3442.334229
	Iteration 47Q: 3 clusters Score -3720169 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3720226.000000 Penalty: 3442.334229
	Iteration 48Q: 3 clusters Score -3720226 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3720281.250000 Penalty: 3442.334229
	Iteration 49Q: 3 clusters Score -3720281 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3720322.750000 Penalty: 3442.334229
	Iteration 50Q: 3 clusters Score -3720323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3720348.500000 Penalty: 3442.334229
	Iteration 51Q: 3 clusters Score -3720348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3720370.750000 Penalty: 3442.334229
	Iteration 52Q: 3 clusters Score -3720371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3720389.500000 Penalty: 3442.334229
	Iteration 53Q: 3 clusters Score -3720390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3720394.750000 Penalty: 3442.334229
	Iteration 54Q: 3 clusters Score -3720395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3720401.500000 Penalty: 3442.334229
	Iteration 55Q: 3 clusters Score -3720402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3720409.750000 Penalty: 3442.334229
	Iteration 56Q: 3 clusters Score -3720410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3720430.750000 Penalty: 3442.334229
	Iteration 57Q: 3 clusters Score -3720431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3720440.500000 Penalty: 3442.334229
	Iteration 58Q: 3 clusters Score -3720440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3720448.750000 Penalty: 3442.334229
	Iteration 59Q: 3 clusters Score -3720449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3720450.500000 Penalty: 3442.334229
	Iteration 60F: 3 clusters Score -3720450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3720456.250000 Penalty: 3442.334229
	Iteration 61Q: 3 clusters Score -3720456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3720456.250000 Penalty: 3442.334229
	Iteration 62Q: 3 clusters Score -3720456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3720457.000000 Penalty: 3442.334229
	Iteration 63Q: 3 clusters Score -3720457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3720464.500000 Penalty: 3442.334229
	Iteration 64Q: 3 clusters Score -3720464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3720465.500000 Penalty: 3442.334229
	Iteration 65Q: 3 clusters Score -3720466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3720463.500000 Penalty: 3442.334229
	Iteration 66Q: 3 clusters Score -3720464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3720462.500000 Penalty: 3442.334229
	Iteration 67Q: 3 clusters Score -3720462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3720458.250000 Penalty: 3442.334229
	Iteration 68Q: 3 clusters Score -3720458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3720459.750000 Penalty: 3442.334229
	Iteration 69Q: 3 clusters Score -3720460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3720461.250000 Penalty: 3442.334229
	Iteration 70Q: 3 clusters Score -3720461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3720466.000000 Penalty: 3442.334229
	Iteration 71Q: 3 clusters Score -3720466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3720466.000000 Penalty: 3442.334229
	Iteration 72Q: 3 clusters Score -3720466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3720462.250000 Penalty: 3442.334229
	Iteration 73Q: 3 clusters Score -3720462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3720467.000000 Penalty: 3442.334229
	Iteration 74Q: 3 clusters Score -3720467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3720466.250000 Penalty: 3442.334229
	Iteration 75Q: 3 clusters Score -3720466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3720472.500000 Penalty: 3442.334229
	Iteration 76Q: 3 clusters Score -3720472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3720482.500000 Penalty: 3442.334229
	Iteration 77Q: 3 clusters Score -3720482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3720484.500000 Penalty: 3442.334229
	Iteration 78Q: 3 clusters Score -3720484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3720487.750000 Penalty: 3442.334229
	Iteration 79Q: 3 clusters Score -3720488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3720489.500000 Penalty: 3442.334229
	Iteration 80F: 3 clusters Score -3720490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3720497.750000 Penalty: 3442.334229
	Iteration 81Q: 3 clusters Score -3720498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3720494.750000 Penalty: 3442.334229
	Iteration 82Q: 3 clusters Score -3720495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3720498.250000 Penalty: 3442.334229
	Iteration 83Q: 3 clusters Score -3720498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3720496.250000 Penalty: 3442.334229
	Iteration 84Q: 3 clusters Score -3720496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3720495.750000 Penalty: 3442.334229
	Iteration 85Q: 3 clusters Score -3720496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3720500.500000 Penalty: 3442.334229
	Iteration 86Q: 3 clusters Score -3720500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3720503.750000 Penalty: 3442.334229
	Iteration 87Q: 3 clusters Score -3720504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3720500.750000 Penalty: 3442.334229
	Iteration 88Q: 3 clusters Score -3720501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3720502.250000 Penalty: 3442.334229
	Iteration 89Q: 3 clusters Score -3720502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3720503.250000 Penalty: 3442.334229
	Iteration 90Q: 3 clusters Score -3720503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3720502.500000 Penalty: 3442.334229
	Iteration 91Q: 3 clusters Score -3720502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3720502.250000 Penalty: 3442.334229
	Iteration 92Q: 3 clusters Score -3720502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3720502.250000 Penalty: 3442.334229
	Iteration 93Q: 3 clusters Score -3720502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3720502.250000 Penalty: 3442.334229
	Iteration 94F: 3 clusters Score -3720502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -86302.445312 Penalty: 1125.887451
	Iteration 0F: 2 clusters Score -86302.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84841.390625 Penalty: 2251.774902
	Iteration 0F: 3 clusters Score -84841.39 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85100.679688 Penalty: 2251.774902
	Iteration 1F: 3 clusters Score -85100.68 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85188.828125 Penalty: 2251.774902
	Iteration 2F: 3 clusters Score -85188.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85253.234375 Penalty: 2251.774902
	Iteration 3Q: 3 clusters Score -85253.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85297.835938 Penalty: 2251.774902
	Iteration 4Q: 3 clusters Score -85297.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85326.164062 Penalty: 2251.774902
	Iteration 5Q: 3 clusters Score -85326.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85352.382812 Penalty: 2251.774902
	Iteration 6Q: 3 clusters Score -85352.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85372.320312 Penalty: 2251.774902
	Iteration 7Q: 3 clusters Score -85372.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85385.265625 Penalty: 2251.774902
	Iteration 8Q: 3 clusters Score -85385.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85397.484375 Penalty: 2251.774902
	Iteration 9Q: 3 clusters Score -85397.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85409.812500 Penalty: 2251.774902
	Iteration 10Q: 3 clusters Score -85409.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85423.421875 Penalty: 2251.774902
	Iteration 11Q: 3 clusters Score -85423.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85434.164062 Penalty: 2251.774902
	Iteration 12Q: 3 clusters Score -85434.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85439.414062 Penalty: 2251.774902
	Iteration 13Q: 3 clusters Score -85439.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85444.710938 Penalty: 2251.774902
	Iteration 14Q: 3 clusters Score -85444.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85450.164062 Penalty: 2251.774902
	Iteration 15Q: 3 clusters Score -85450.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85453.765625 Penalty: 2251.774902
	Iteration 16Q: 3 clusters Score -85453.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85458.062500 Penalty: 2251.774902
	Iteration 17Q: 3 clusters Score -85458.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85462.890625 Penalty: 2251.774902
	Iteration 18Q: 3 clusters Score -85462.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85463.382812 Penalty: 2251.774902
	Iteration 19Q: 3 clusters Score -85463.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85464.976562 Penalty: 2251.774902
	Iteration 20F: 3 clusters Score -85464.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85466.328125 Penalty: 2251.774902
	Iteration 21Q: 3 clusters Score -85466.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85468.351562 Penalty: 2251.774902
	Iteration 22Q: 3 clusters Score -85468.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85471.531250 Penalty: 2251.774902
	Iteration 23Q: 3 clusters Score -85471.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85479.203125 Penalty: 2251.774902
	Iteration 24Q: 3 clusters Score -85479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85484.914062 Penalty: 2251.774902
	Iteration 25Q: 3 clusters Score -85484.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85488.437500 Penalty: 2251.774902
	Iteration 26Q: 3 clusters Score -85488.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85491.796875 Penalty: 2251.774902
	Iteration 27Q: 3 clusters Score -85491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85498.390625 Penalty: 2251.774902
	Iteration 28Q: 3 clusters Score -85498.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85502.812500 Penalty: 2251.774902
	Iteration 29Q: 3 clusters Score -85502.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85504.710938 Penalty: 2251.774902
	Iteration 30Q: 3 clusters Score -85504.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85505.468750 Penalty: 2251.774902
	Iteration 31Q: 3 clusters Score -85505.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85505.468750 Penalty: 2251.774902
	Iteration 32F: 3 clusters Score -85505.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Entering Unmasked Estep 
Score: -3487766.250000 Penalty: 1710.827393
	Iteration 0F: 2 clusters Score -3487766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3462681.750000 Penalty: 3421.654785
	Iteration 0F: 3 clusters Score -3462682 nChanged 17388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3472331.250000 Penalty: 3421.654785
	Iteration 1F: 3 clusters Score -3472331 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3472734.750000 Penalty: 3421.654785
	Iteration 2Q: 3 clusters Score -3472735 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3473144.000000 Penalty: 3421.654785
	Iteration 3Q: 3 clusters Score -3473144 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3473559.250000 Penalty: 3421.654785
	Iteration 4Q: 3 clusters Score -3473559 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3474093.250000 Penalty: 3421.654785
	Iteration 5Q: 3 clusters Score -3474093 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3474778.500000 Penalty: 3421.654785
	Iteration 6Q: 3 clusters Score -3474778 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3475735.500000 Penalty: 3421.654785
	Iteration 7Q: 3 clusters Score -3475736 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3477078.750000 Penalty: 3421.654785
	Iteration 8F: 3 clusters Score -3477079 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3478827.750000 Penalty: 3421.654785
	Iteration 9F: 3 clusters Score -3478828 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3480851.000000 Penalty: 3421.654785
	Iteration 10F: 3 clusters Score -3480851 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -3482782.000000 Penalty: 3421.654785
	Iteration 11F: 3 clusters Score -3482782 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -3484377.500000 Penalty: 3421.654785
	Iteration 12Q: 3 clusters Score -3484378 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3485329.750000 Penalty: 3421.654785
	Iteration 13Q: 3 clusters Score -3485330 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -3485788.750000 Penalty: 3421.654785
	Iteration 14Q: 3 clusters Score -3485789 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -3485991.250000 Penalty: 3421.654785
	Iteration 15Q: 3 clusters Score -3485991 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -3486124.250000 Penalty: 3421.654785
	Iteration 16Q: 3 clusters Score -3486124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -3486185.500000 Penalty: 3421.654785
	Iteration 17Q: 3 clusters Score -3486186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -3486217.250000 Penalty: 3421.654785
	Iteration 18Q: 3 clusters Score -3486217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -3486241.750000 Penalty: 3421.654785
	Iteration 19Q: 3 clusters Score -3486242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -3486256.250000 Penalty: 3421.654785
	Iteration 20F: 3 clusters Score -3486256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3486264.750000 Penalty: 3421.654785
	Iteration 21Q: 3 clusters Score -3486265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -3486281.500000 Penalty: 3421.654785
	Iteration 22Q: 3 clusters Score -3486282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -3486296.750000 Penalty: 3421.654785
	Iteration 23Q: 3 clusters Score -3486297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -3486302.000000 Penalty: 3421.654785
	Iteration 24Q: 3 clusters Score -3486302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -3486306.250000 Penalty: 3421.654785
	Iteration 25Q: 3 clusters Score -3486306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3486306.750000 Penalty: 3421.654785
	Iteration 26Q: 3 clusters Score -3486307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3486306.750000 Penalty: 3421.654785
	Iteration 27F: 3 clusters Score -3486307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Entering Unmasked Estep 
Score: -4269696.500000 Penalty: 1743.871216
	Iteration 0F: 2 clusters Score -4269696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4238897.000000 Penalty: 3487.742432
	Iteration 0F: 3 clusters Score -4238897 nChanged 21417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4250958.500000 Penalty: 3487.742432
	Iteration 1F: 3 clusters Score -4250958 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4251602.000000 Penalty: 3487.742432
	Iteration 2Q: 3 clusters Score -4251602 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4252526.500000 Penalty: 3487.742432
	Iteration 3Q: 3 clusters Score -4252526 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4253929.500000 Penalty: 3487.742432
	Iteration 4F: 3 clusters Score -4253930 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4256009.500000 Penalty: 3487.742432
	Iteration 5F: 3 clusters Score -4256010 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4258552.000000 Penalty: 3487.742432
	Iteration 6F: 3 clusters Score -4258552 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4261219.000000 Penalty: 3487.742432
	Iteration 7F: 3 clusters Score -4261219 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -4263481.000000 Penalty: 3487.742432
	Iteration 8F: 3 clusters Score -4263481 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4265263.500000 Penalty: 3487.742432
	Iteration 9Q: 3 clusters Score -4265264 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4266498.000000 Penalty: 3487.742432
	Iteration 10Q: 3 clusters Score -4266498 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4267227.000000 Penalty: 3487.742432
	Iteration 11Q: 3 clusters Score -4267227 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4267670.000000 Penalty: 3487.742432
	Iteration 12Q: 3 clusters Score -4267670 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4267899.500000 Penalty: 3487.742432
	Iteration 13Q: 3 clusters Score -4267900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4268031.500000 Penalty: 3487.742432
	Iteration 14Q: 3 clusters Score -4268032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4268114.000000 Penalty: 3487.742432
	Iteration 15Q: 3 clusters Score -4268114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4268153.000000 Penalty: 3487.742432
	Iteration 16Q: 3 clusters Score -4268153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4268172.500000 Penalty: 3487.742432
	Iteration 17Q: 3 clusters Score -4268172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4268186.000000 Penalty: 3487.742432
	Iteration 18Q: 3 clusters Score -4268186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4268194.000000 Penalty: 3487.742432
	Iteration 19Q: 3 clusters Score -4268194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4268195.000000 Penalty: 3487.742432
	Iteration 20F: 3 clusters Score -4268195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4268198.000000 Penalty: 3487.742432
	Iteration 21Q: 3 clusters Score -4268198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4268213.500000 Penalty: 3487.742432
	Iteration 22Q: 3 clusters Score -4268214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4268215.500000 Penalty: 3487.742432
	Iteration 23Q: 3 clusters Score -4268216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4268216.000000 Penalty: 3487.742432
	Iteration 24Q: 3 clusters Score -4268216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4268216.000000 Penalty: 3487.742432
	Iteration 25Q: 3 clusters Score -4268216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4268222.500000 Penalty: 3487.742432
	Iteration 26Q: 3 clusters Score -4268222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4268225.000000 Penalty: 3487.742432
	Iteration 27Q: 3 clusters Score -4268225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4268225.000000 Penalty: 3487.742432
	Iteration 28Q: 3 clusters Score -4268225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4268225.000000 Penalty: 3487.742432
	Iteration 29F: 3 clusters Score -4268225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -77103.421875 Penalty: 1114.516846
	Iteration 0F: 2 clusters Score -77103.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75738.226562 Penalty: 2229.033691
	Iteration 0F: 3 clusters Score -75738.23 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76023.898438 Penalty: 2229.033691
	Iteration 1F: 3 clusters Score -76023.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76108.484375 Penalty: 2229.033691
	Iteration 2F: 3 clusters Score -76108.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76151.375000 Penalty: 2229.033691
	Iteration 3Q: 3 clusters Score -76151.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76180.343750 Penalty: 2229.033691
	Iteration 4Q: 3 clusters Score -76180.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76197.984375 Penalty: 2229.033691
	Iteration 5Q: 3 clusters Score -76197.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76206.335938 Penalty: 2229.033691
	Iteration 6Q: 3 clusters Score -76206.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76216.953125 Penalty: 2229.033691
	Iteration 7Q: 3 clusters Score -76216.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76221.937500 Penalty: 2229.033691
	Iteration 8Q: 3 clusters Score -76221.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76223.203125 Penalty: 2229.033691
	Iteration 9Q: 3 clusters Score -76223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76223.796875 Penalty: 2229.033691
	Iteration 10Q: 3 clusters Score -76223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76223.796875 Penalty: 2229.033691
	Iteration 11F: 3 clusters Score -76223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Entering Unmasked Estep 
Score: -1293109.250000 Penalty: 1547.183350
	Iteration 0F: 2 clusters Score -1293109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1283612.000000 Penalty: 3094.366699
	Iteration 0F: 3 clusters Score -1283612 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1286781.750000 Penalty: 3094.366699
	Iteration 1F: 3 clusters Score -1286782 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1287040.875000 Penalty: 3094.366699
	Iteration 2F: 3 clusters Score -1287041 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1287274.750000 Penalty: 3094.366699
	Iteration 3Q: 3 clusters Score -1287275 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1287494.750000 Penalty: 3094.366699
	Iteration 4Q: 3 clusters Score -1287495 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1287693.375000 Penalty: 3094.366699
	Iteration 5Q: 3 clusters Score -1287693 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1287895.500000 Penalty: 3094.366699
	Iteration 6Q: 3 clusters Score -1287896 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1288124.375000 Penalty: 3094.366699
	Iteration 7Q: 3 clusters Score -1288124 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1288364.375000 Penalty: 3094.366699
	Iteration 8Q: 3 clusters Score -1288364 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1288650.250000 Penalty: 3094.366699
	Iteration 9Q: 3 clusters Score -1288650 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1288980.500000 Penalty: 3094.366699
	Iteration 10Q: 3 clusters Score -1288980 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1289324.750000 Penalty: 3094.366699
	Iteration 11Q: 3 clusters Score -1289325 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1289758.375000 Penalty: 3094.366699
	Iteration 12Q: 3 clusters Score -1289758 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1290184.625000 Penalty: 3094.366699
	Iteration 13Q: 3 clusters Score -1290185 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1290500.750000 Penalty: 3094.366699
	Iteration 14Q: 3 clusters Score -1290501 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1290739.000000 Penalty: 3094.366699
	Iteration 15Q: 3 clusters Score -1290739 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1290937.375000 Penalty: 3094.366699
	Iteration 16Q: 3 clusters Score -1290937 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1291075.375000 Penalty: 3094.366699
	Iteration 17Q: 3 clusters Score -1291075 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1291195.375000 Penalty: 3094.366699
	Iteration 18Q: 3 clusters Score -1291195 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1291284.250000 Penalty: 3094.366699
	Iteration 19Q: 3 clusters Score -1291284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1291360.750000 Penalty: 3094.366699
	Iteration 20F: 3 clusters Score -1291361 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1291418.000000 Penalty: 3094.366699
	Iteration 21Q: 3 clusters Score -1291418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1291473.250000 Penalty: 3094.366699
	Iteration 22Q: 3 clusters Score -1291473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1291529.750000 Penalty: 3094.366699
	Iteration 23Q: 3 clusters Score -1291530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1291560.750000 Penalty: 3094.366699
	Iteration 24Q: 3 clusters Score -1291561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1291585.375000 Penalty: 3094.366699
	Iteration 25Q: 3 clusters Score -1291585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1291604.250000 Penalty: 3094.366699
	Iteration 26Q: 3 clusters Score -1291604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1291624.000000 Penalty: 3094.366699
	Iteration 27Q: 3 clusters Score -1291624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1291645.625000 Penalty: 3094.366699
	Iteration 28Q: 3 clusters Score -1291646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1291654.125000 Penalty: 3094.366699
	Iteration 29Q: 3 clusters Score -1291654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1291668.125000 Penalty: 3094.366699
	Iteration 30Q: 3 clusters Score -1291668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1291673.750000 Penalty: 3094.366699
	Iteration 31Q: 3 clusters Score -1291674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1291682.875000 Penalty: 3094.366699
	Iteration 32Q: 3 clusters Score -1291683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1291693.625000 Penalty: 3094.366699
	Iteration 33Q: 3 clusters Score -1291694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1291696.125000 Penalty: 3094.366699
	Iteration 34Q: 3 clusters Score -1291696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1291699.250000 Penalty: 3094.366699
	Iteration 35Q: 3 clusters Score -1291699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1291705.875000 Penalty: 3094.366699
	Iteration 36Q: 3 clusters Score -1291706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1291707.875000 Penalty: 3094.366699
	Iteration 37Q: 3 clusters Score -1291708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1291709.625000 Penalty: 3094.366699
	Iteration 38Q: 3 clusters Score -1291710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1291711.875000 Penalty: 3094.366699
	Iteration 39Q: 3 clusters Score -1291712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1291714.375000 Penalty: 3094.366699
	Iteration 40F: 3 clusters Score -1291714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1291713.750000 Penalty: 3094.366699
	Iteration 41Q: 3 clusters Score -1291714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1291715.500000 Penalty: 3094.366699
	Iteration 42Q: 3 clusters Score -1291716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1291717.250000 Penalty: 3094.366699
	Iteration 43Q: 3 clusters Score -1291717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1291718.125000 Penalty: 3094.366699
	Iteration 44Q: 3 clusters Score -1291718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1291719.250000 Penalty: 3094.366699
	Iteration 45Q: 3 clusters Score -1291719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1291720.875000 Penalty: 3094.366699
	Iteration 46Q: 3 clusters Score -1291721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1291723.000000 Penalty: 3094.366699
	Iteration 47Q: 3 clusters Score -1291723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1291723.000000 Penalty: 3094.366699
	Iteration 48Q: 3 clusters Score -1291723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1291724.625000 Penalty: 3094.366699
	Iteration 49Q: 3 clusters Score -1291725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1291727.375000 Penalty: 3094.366699
	Iteration 50Q: 3 clusters Score -1291727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1291728.375000 Penalty: 3094.366699
	Iteration 51Q: 3 clusters Score -1291728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1291728.750000 Penalty: 3094.366699
	Iteration 52Q: 3 clusters Score -1291729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1291732.500000 Penalty: 3094.366699
	Iteration 53Q: 3 clusters Score -1291732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1291733.000000 Penalty: 3094.366699
	Iteration 54Q: 3 clusters Score -1291733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1291737.500000 Penalty: 3094.366699
	Iteration 55Q: 3 clusters Score -1291738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1291740.750000 Penalty: 3094.366699
	Iteration 56Q: 3 clusters Score -1291741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1291747.875000 Penalty: 3094.366699
	Iteration 57Q: 3 clusters Score -1291748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1291752.625000 Penalty: 3094.366699
	Iteration 58Q: 3 clusters Score -1291753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1291754.000000 Penalty: 3094.366699
	Iteration 59Q: 3 clusters Score -1291754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1291756.625000 Penalty: 3094.366699
	Iteration 60F: 3 clusters Score -1291757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1291760.375000 Penalty: 3094.366699
	Iteration 61Q: 3 clusters Score -1291760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1291760.500000 Penalty: 3094.366699
	Iteration 62Q: 3 clusters Score -1291760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1291763.875000 Penalty: 3094.366699
	Iteration 63Q: 3 clusters Score -1291764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1291764.375000 Penalty: 3094.366699
	Iteration 64Q: 3 clusters Score -1291764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1291763.125000 Penalty: 3094.366699
	Iteration 65Q: 3 clusters Score -1291763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1291761.750000 Penalty: 3094.366699
	Iteration 66Q: 3 clusters Score -1291762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1291762.875000 Penalty: 3094.366699
	Iteration 67Q: 3 clusters Score -1291763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1291763.750000 Penalty: 3094.366699
	Iteration 68Q: 3 clusters Score -1291764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1291766.125000 Penalty: 3094.366699
	Iteration 69Q: 3 clusters Score -1291766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1291768.875000 Penalty: 3094.366699
	Iteration 70Q: 3 clusters Score -1291769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1291770.500000 Penalty: 3094.366699
	Iteration 71Q: 3 clusters Score -1291770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1291774.625000 Penalty: 3094.366699
	Iteration 72Q: 3 clusters Score -1291775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1291774.750000 Penalty: 3094.366699
	Iteration 73Q: 3 clusters Score -1291775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1291775.125000 Penalty: 3094.366699
	Iteration 74Q: 3 clusters Score -1291775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1291775.250000 Penalty: 3094.366699
	Iteration 75Q: 3 clusters Score -1291775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1291775.250000 Penalty: 3094.366699
	Iteration 76F: 3 clusters Score -1291775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Entering Unmasked Estep 
Score: -5819705.500000 Penalty: 1793.847046
	Iteration 0F: 2 clusters Score -5819706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -5777854.000000 Penalty: 3587.694092
	Iteration 0F: 3 clusters Score -5777854 nChanged 29498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -5794846.500000 Penalty: 3587.694092
	Iteration 1F: 3 clusters Score -5794846 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -5795559.000000 Penalty: 3587.694092
	Iteration 2Q: 3 clusters Score -5795559 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -5796421.000000 Penalty: 3587.694092
	Iteration 3Q: 3 clusters Score -5796421 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5798016.500000 Penalty: 3587.694092
	Iteration 4Q: 3 clusters Score -5798016 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5800561.000000 Penalty: 3587.694092
	Iteration 5F: 3 clusters Score -5800561 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5804359.000000 Penalty: 3587.694092
	Iteration 6F: 3 clusters Score -5804359 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -5808810.000000 Penalty: 3587.694092
	Iteration 7F: 3 clusters Score -5808810 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -5812363.500000 Penalty: 3587.694092
	Iteration 8F: 3 clusters Score -5812364 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -5814454.500000 Penalty: 3587.694092
	Iteration 9Q: 3 clusters Score -5814454 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -5815551.500000 Penalty: 3587.694092
	Iteration 10Q: 3 clusters Score -5815552 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -5816167.000000 Penalty: 3587.694092
	Iteration 11Q: 3 clusters Score -5816167 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -5816613.500000 Penalty: 3587.694092
	Iteration 12Q: 3 clusters Score -5816614 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -5816867.000000 Penalty: 3587.694092
	Iteration 13Q: 3 clusters Score -5816867 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -5817111.500000 Penalty: 3587.694092
	Iteration 14Q: 3 clusters Score -5817112 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -5817326.500000 Penalty: 3587.694092
	Iteration 15Q: 3 clusters Score -5817326 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -5817495.500000 Penalty: 3587.694092
	Iteration 16Q: 3 clusters Score -5817496 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -5817635.500000 Penalty: 3587.694092
	Iteration 17Q: 3 clusters Score -5817636 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -5817742.000000 Penalty: 3587.694092
	Iteration 18Q: 3 clusters Score -5817742 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -5817853.500000 Penalty: 3587.694092
	Iteration 19Q: 3 clusters Score -5817854 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -5817950.500000 Penalty: 3587.694092
	Iteration 20F: 3 clusters Score -5817950 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -5818010.500000 Penalty: 3587.694092
	Iteration 21Q: 3 clusters Score -5818010 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -5818085.000000 Penalty: 3587.694092
	Iteration 22Q: 3 clusters Score -5818085 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -5818134.500000 Penalty: 3587.694092
	Iteration 23Q: 3 clusters Score -5818134 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -5818155.000000 Penalty: 3587.694092
	Iteration 24Q: 3 clusters Score -5818155 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -5818189.000000 Penalty: 3587.694092
	Iteration 25Q: 3 clusters Score -5818189 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -5818223.500000 Penalty: 3587.694092
	Iteration 26Q: 3 clusters Score -5818224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -5818241.500000 Penalty: 3587.694092
	Iteration 27Q: 3 clusters Score -5818242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -5818271.500000 Penalty: 3587.694092
	Iteration 28Q: 3 clusters Score -5818272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -5818295.500000 Penalty: 3587.694092
	Iteration 29Q: 3 clusters Score -5818296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -5818317.000000 Penalty: 3587.694092
	Iteration 30Q: 3 clusters Score -5818317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -5818332.500000 Penalty: 3587.694092
	Iteration 31Q: 3 clusters Score -5818332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -5818338.500000 Penalty: 3587.694092
	Iteration 32Q: 3 clusters Score -5818338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -5818358.000000 Penalty: 3587.694092
	Iteration 33Q: 3 clusters Score -5818358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -5818364.500000 Penalty: 3587.694092
	Iteration 34Q: 3 clusters Score -5818364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -5818371.000000 Penalty: 3587.694092
	Iteration 35Q: 3 clusters Score -5818371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -5818370.500000 Penalty: 3587.694092
	Iteration 36Q: 3 clusters Score -5818370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -5818368.000000 Penalty: 3587.694092
	Iteration 37Q: 3 clusters Score -5818368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -5818376.000000 Penalty: 3587.694092
	Iteration 38Q: 3 clusters Score -5818376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -5818378.000000 Penalty: 3587.694092
	Iteration 39Q: 3 clusters Score -5818378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -5818375.500000 Penalty: 3587.694092
	Iteration 40F: 3 clusters Score -5818376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -5818374.000000 Penalty: 3587.694092
	Iteration 41Q: 3 clusters Score -5818374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -5818371.000000 Penalty: 3587.694092
	Iteration 42Q: 3 clusters Score -5818371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -5818376.500000 Penalty: 3587.694092
	Iteration 43Q: 3 clusters Score -5818376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -5818385.500000 Penalty: 3587.694092
	Iteration 44Q: 3 clusters Score -5818386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -5818383.500000 Penalty: 3587.694092
	Iteration 45Q: 3 clusters Score -5818384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -5818382.000000 Penalty: 3587.694092
	Iteration 46Q: 3 clusters Score -5818382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -5818382.500000 Penalty: 3587.694092
	Iteration 47Q: 3 clusters Score -5818382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -5818382.500000 Penalty: 3587.694092
	Iteration 48F: 3 clusters Score -5818382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Entering Unmasked Estep 
Score: -2463228.750000 Penalty: 1653.233276
	Iteration 0F: 2 clusters Score -2463229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2445456.250000 Penalty: 3306.466553
	Iteration 0F: 3 clusters Score -2445456 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2452161.500000 Penalty: 3306.466553
	Iteration 1F: 3 clusters Score -2452162 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2452525.500000 Penalty: 3306.466553
	Iteration 2Q: 3 clusters Score -2452526 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2452838.000000 Penalty: 3306.466553
	Iteration 3Q: 3 clusters Score -2452838 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2453160.250000 Penalty: 3306.466553
	Iteration 4Q: 3 clusters Score -2453160 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2453504.000000 Penalty: 3306.466553
	Iteration 5Q: 3 clusters Score -2453504 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2453955.500000 Penalty: 3306.466553
	Iteration 6Q: 3 clusters Score -2453956 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2454468.250000 Penalty: 3306.466553
	Iteration 7Q: 3 clusters Score -2454468 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2455102.750000 Penalty: 3306.466553
	Iteration 8Q: 3 clusters Score -2455103 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2455925.500000 Penalty: 3306.466553
	Iteration 9Q: 3 clusters Score -2455926 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2456787.250000 Penalty: 3306.466553
	Iteration 10F: 3 clusters Score -2456787 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2457412.000000 Penalty: 3306.466553
	Iteration 11Q: 3 clusters Score -2457412 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2457708.750000 Penalty: 3306.466553
	Iteration 12Q: 3 clusters Score -2457709 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2457852.750000 Penalty: 3306.466553
	Iteration 13Q: 3 clusters Score -2457853 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2457978.000000 Penalty: 3306.466553
	Iteration 14Q: 3 clusters Score -2457978 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2458064.500000 Penalty: 3306.466553
	Iteration 15Q: 3 clusters Score -2458064 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2458161.500000 Penalty: 3306.466553
	Iteration 16Q: 3 clusters Score -2458162 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2458237.000000 Penalty: 3306.466553
	Iteration 17Q: 3 clusters Score -2458237 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2458319.500000 Penalty: 3306.466553
	Iteration 18Q: 3 clusters Score -2458320 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2458393.000000 Penalty: 3306.466553
	Iteration 19Q: 3 clusters Score -2458393 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2458480.500000 Penalty: 3306.466553
	Iteration 20F: 3 clusters Score -2458480 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2458551.750000 Penalty: 3306.466553
	Iteration 21Q: 3 clusters Score -2458552 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2458672.000000 Penalty: 3306.466553
	Iteration 22Q: 3 clusters Score -2458672 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2458775.500000 Penalty: 3306.466553
	Iteration 23Q: 3 clusters Score -2458776 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2458880.250000 Penalty: 3306.466553
	Iteration 24Q: 3 clusters Score -2458880 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2459010.750000 Penalty: 3306.466553
	Iteration 25Q: 3 clusters Score -2459011 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2459139.750000 Penalty: 3306.466553
	Iteration 26Q: 3 clusters Score -2459140 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2459280.750000 Penalty: 3306.466553
	Iteration 27Q: 3 clusters Score -2459281 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2459403.500000 Penalty: 3306.466553
	Iteration 28Q: 3 clusters Score -2459404 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2459551.500000 Penalty: 3306.466553
	Iteration 29Q: 3 clusters Score -2459552 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2459706.250000 Penalty: 3306.466553
	Iteration 30Q: 3 clusters Score -2459706 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2459869.500000 Penalty: 3306.466553
	Iteration 31Q: 3 clusters Score -2459870 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2460021.250000 Penalty: 3306.466553
	Iteration 32Q: 3 clusters Score -2460021 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2460146.250000 Penalty: 3306.466553
	Iteration 33Q: 3 clusters Score -2460146 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2460290.750000 Penalty: 3306.466553
	Iteration 34Q: 3 clusters Score -2460291 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2460409.250000 Penalty: 3306.466553
	Iteration 35Q: 3 clusters Score -2460409 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2460558.250000 Penalty: 3306.466553
	Iteration 36Q: 3 clusters Score -2460558 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2460710.750000 Penalty: 3306.466553
	Iteration 37Q: 3 clusters Score -2460711 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2460848.250000 Penalty: 3306.466553
	Iteration 38Q: 3 clusters Score -2460848 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2460948.750000 Penalty: 3306.466553
	Iteration 39Q: 3 clusters Score -2460949 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2461064.000000 Penalty: 3306.466553
	Iteration 40F: 3 clusters Score -2461064 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2461170.000000 Penalty: 3306.466553
	Iteration 41Q: 3 clusters Score -2461170 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2461257.750000 Penalty: 3306.466553
	Iteration 42Q: 3 clusters Score -2461258 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2461351.000000 Penalty: 3306.466553
	Iteration 43Q: 3 clusters Score -2461351 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2461414.000000 Penalty: 3306.466553
	Iteration 44Q: 3 clusters Score -2461414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2461482.500000 Penalty: 3306.466553
	Iteration 45Q: 3 clusters Score -2461482 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2461541.750000 Penalty: 3306.466553
	Iteration 46Q: 3 clusters Score -2461542 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2461593.250000 Penalty: 3306.466553
	Iteration 47Q: 3 clusters Score -2461593 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2461636.750000 Penalty: 3306.466553
	Iteration 48Q: 3 clusters Score -2461637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2461658.250000 Penalty: 3306.466553
	Iteration 49Q: 3 clusters Score -2461658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2461693.750000 Penalty: 3306.466553
	Iteration 50Q: 3 clusters Score -2461694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2461716.000000 Penalty: 3306.466553
	Iteration 51Q: 3 clusters Score -2461716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2461741.000000 Penalty: 3306.466553
	Iteration 52Q: 3 clusters Score -2461741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2461756.250000 Penalty: 3306.466553
	Iteration 53Q: 3 clusters Score -2461756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2461773.750000 Penalty: 3306.466553
	Iteration 54Q: 3 clusters Score -2461774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2461794.250000 Penalty: 3306.466553
	Iteration 55Q: 3 clusters Score -2461794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2461819.000000 Penalty: 3306.466553
	Iteration 56Q: 3 clusters Score -2461819 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2461842.500000 Penalty: 3306.466553
	Iteration 57Q: 3 clusters Score -2461842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2461852.750000 Penalty: 3306.466553
	Iteration 58Q: 3 clusters Score -2461853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2461874.000000 Penalty: 3306.466553
	Iteration 59Q: 3 clusters Score -2461874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2461894.250000 Penalty: 3306.466553
	Iteration 60F: 3 clusters Score -2461894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2461904.000000 Penalty: 3306.466553
	Iteration 61Q: 3 clusters Score -2461904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2461918.000000 Penalty: 3306.466553
	Iteration 62Q: 3 clusters Score -2461918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2461927.250000 Penalty: 3306.466553
	Iteration 63Q: 3 clusters Score -2461927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2461936.000000 Penalty: 3306.466553
	Iteration 64Q: 3 clusters Score -2461936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2461939.750000 Penalty: 3306.466553
	Iteration 65Q: 3 clusters Score -2461940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2461947.500000 Penalty: 3306.466553
	Iteration 66Q: 3 clusters Score -2461948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2461952.500000 Penalty: 3306.466553
	Iteration 67Q: 3 clusters Score -2461952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2461955.500000 Penalty: 3306.466553
	Iteration 68Q: 3 clusters Score -2461956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2461958.250000 Penalty: 3306.466553
	Iteration 69Q: 3 clusters Score -2461958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2461959.750000 Penalty: 3306.466553
	Iteration 70Q: 3 clusters Score -2461960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2461970.250000 Penalty: 3306.466553
	Iteration 71Q: 3 clusters Score -2461970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2461970.500000 Penalty: 3306.466553
	Iteration 72Q: 3 clusters Score -2461970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2461977.000000 Penalty: 3306.466553
	Iteration 73Q: 3 clusters Score -2461977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2461986.500000 Penalty: 3306.466553
	Iteration 74Q: 3 clusters Score -2461986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2461984.000000 Penalty: 3306.466553
	Iteration 75Q: 3 clusters Score -2461984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2461987.750000 Penalty: 3306.466553
	Iteration 76Q: 3 clusters Score -2461988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2461992.500000 Penalty: 3306.466553
	Iteration 77Q: 3 clusters Score -2461992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2461991.000000 Penalty: 3306.466553
	Iteration 78Q: 3 clusters Score -2461991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2461992.000000 Penalty: 3306.466553
	Iteration 79Q: 3 clusters Score -2461992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2461995.750000 Penalty: 3306.466553
	Iteration 80F: 3 clusters Score -2461996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2461994.750000 Penalty: 3306.466553
	Iteration 81Q: 3 clusters Score -2461995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2461994.500000 Penalty: 3306.466553
	Iteration 82Q: 3 clusters Score -2461994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2461998.000000 Penalty: 3306.466553
	Iteration 83Q: 3 clusters Score -2461998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2461999.750000 Penalty: 3306.466553
	Iteration 84Q: 3 clusters Score -2462000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2461998.500000 Penalty: 3306.466553
	Iteration 85Q: 3 clusters Score -2461998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2461998.250000 Penalty: 3306.466553
	Iteration 86Q: 3 clusters Score -2461998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2462000.750000 Penalty: 3306.466553
	Iteration 87Q: 3 clusters Score -2462001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2462003.000000 Penalty: 3306.466553
	Iteration 88Q: 3 clusters Score -2462003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2462006.250000 Penalty: 3306.466553
	Iteration 89Q: 3 clusters Score -2462006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2462008.500000 Penalty: 3306.466553
	Iteration 90Q: 3 clusters Score -2462008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2462011.250000 Penalty: 3306.466553
	Iteration 91Q: 3 clusters Score -2462011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2462013.000000 Penalty: 3306.466553
	Iteration 92Q: 3 clusters Score -2462013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2462013.500000 Penalty: 3306.466553
	Iteration 93Q: 3 clusters Score -2462014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2462013.500000 Penalty: 3306.466553
	Iteration 94Q: 3 clusters Score -2462014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2462016.250000 Penalty: 3306.466553
	Iteration 95Q: 3 clusters Score -2462016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2462018.500000 Penalty: 3306.466553
	Iteration 96Q: 3 clusters Score -2462018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2462021.500000 Penalty: 3306.466553
	Iteration 97Q: 3 clusters Score -2462022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2462021.250000 Penalty: 3306.466553
	Iteration 98Q: 3 clusters Score -2462021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2462019.250000 Penalty: 3306.466553
	Iteration 99Q: 3 clusters Score -2462019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2462019.250000 Penalty: 3306.466553
	Iteration 100F: 3 clusters Score -2462019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -596146.187500 Penalty: 1432.786743
	Iteration 0F: 2 clusters Score -596146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -591054.437500 Penalty: 2865.573486
	Iteration 0F: 3 clusters Score -591054.4 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -592599.062500 Penalty: 2865.573486
	Iteration 1F: 3 clusters Score -592599.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -592779.187500 Penalty: 2865.573486
	Iteration 2F: 3 clusters Score -592779.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -592920.625000 Penalty: 2865.573486
	Iteration 3Q: 3 clusters Score -592920.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -593046.187500 Penalty: 2865.573486
	Iteration 4Q: 3 clusters Score -593046.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -593180.062500 Penalty: 2865.573486
	Iteration 5Q: 3 clusters Score -593180.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -593317.312500 Penalty: 2865.573486
	Iteration 6Q: 3 clusters Score -593317.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -593462.812500 Penalty: 2865.573486
	Iteration 7Q: 3 clusters Score -593462.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -593634.312500 Penalty: 2865.573486
	Iteration 8Q: 3 clusters Score -593634.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -593839.562500 Penalty: 2865.573486
	Iteration 9Q: 3 clusters Score -593839.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -594054.437500 Penalty: 2865.573486
	Iteration 10Q: 3 clusters Score -594054.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -594254.125000 Penalty: 2865.573486
	Iteration 11Q: 3 clusters Score -594254.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -594426.750000 Penalty: 2865.573486
	Iteration 12Q: 3 clusters Score -594426.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -594568.187500 Penalty: 2865.573486
	Iteration 13Q: 3 clusters Score -594568.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -594672.000000 Penalty: 2865.573486
	Iteration 14Q: 3 clusters Score -594672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -594763.562500 Penalty: 2865.573486
	Iteration 15Q: 3 clusters Score -594763.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -594811.000000 Penalty: 2865.573486
	Iteration 16Q: 3 clusters Score -594811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -594835.875000 Penalty: 2865.573486
	Iteration 17Q: 3 clusters Score -594835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -594848.125000 Penalty: 2865.573486
	Iteration 18Q: 3 clusters Score -594848.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -594862.625000 Penalty: 2865.573486
	Iteration 19Q: 3 clusters Score -594862.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -594879.125000 Penalty: 2865.573486
	Iteration 20F: 3 clusters Score -594879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -594894.375000 Penalty: 2865.573486
	Iteration 21Q: 3 clusters Score -594894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -594899.437500 Penalty: 2865.573486
	Iteration 22Q: 3 clusters Score -594899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -594907.875000 Penalty: 2865.573486
	Iteration 23Q: 3 clusters Score -594907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -594912.812500 Penalty: 2865.573486
	Iteration 24Q: 3 clusters Score -594912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -594915.437500 Penalty: 2865.573486
	Iteration 25Q: 3 clusters Score -594915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -594918.375000 Penalty: 2865.573486
	Iteration 26Q: 3 clusters Score -594918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -594921.125000 Penalty: 2865.573486
	Iteration 27Q: 3 clusters Score -594921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -594926.062500 Penalty: 2865.573486
	Iteration 28Q: 3 clusters Score -594926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -594931.375000 Penalty: 2865.573486
	Iteration 29Q: 3 clusters Score -594931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -594932.250000 Penalty: 2865.573486
	Iteration 30Q: 3 clusters Score -594932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -594935.562500 Penalty: 2865.573486
	Iteration 31Q: 3 clusters Score -594935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -594936.562500 Penalty: 2865.573486
	Iteration 32Q: 3 clusters Score -594936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -594936.562500 Penalty: 2865.573486
	Iteration 33F: 3 clusters Score -594936.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Entering Unmasked Estep 
Score: -2464644.250000 Penalty: 1659.521729
	Iteration 0F: 2 clusters Score -2464644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2446319.250000 Penalty: 3319.043457
	Iteration 0F: 3 clusters Score -2446319 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2453168.750000 Penalty: 3319.043457
	Iteration 1F: 3 clusters Score -2453169 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2453500.000000 Penalty: 3319.043457
	Iteration 2Q: 3 clusters Score -2453500 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2453797.500000 Penalty: 3319.043457
	Iteration 3Q: 3 clusters Score -2453798 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2454106.750000 Penalty: 3319.043457
	Iteration 4Q: 3 clusters Score -2454107 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2454535.750000 Penalty: 3319.043457
	Iteration 5Q: 3 clusters Score -2454536 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2455161.000000 Penalty: 3319.043457
	Iteration 6Q: 3 clusters Score -2455161 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2456023.250000 Penalty: 3319.043457
	Iteration 7F: 3 clusters Score -2456023 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2457219.250000 Penalty: 3319.043457
	Iteration 8F: 3 clusters Score -2457219 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2458747.250000 Penalty: 3319.043457
	Iteration 9F: 3 clusters Score -2458747 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2460359.000000 Penalty: 3319.043457
	Iteration 10F: 3 clusters Score -2460359 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2461645.250000 Penalty: 3319.043457
	Iteration 11F: 3 clusters Score -2461645 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2462451.000000 Penalty: 3319.043457
	Iteration 12Q: 3 clusters Score -2462451 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2462817.000000 Penalty: 3319.043457
	Iteration 13Q: 3 clusters Score -2462817 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2463018.750000 Penalty: 3319.043457
	Iteration 14Q: 3 clusters Score -2463019 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2463116.500000 Penalty: 3319.043457
	Iteration 15Q: 3 clusters Score -2463116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2463152.500000 Penalty: 3319.043457
	Iteration 16Q: 3 clusters Score -2463152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2463175.750000 Penalty: 3319.043457
	Iteration 17Q: 3 clusters Score -2463176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2463187.000000 Penalty: 3319.043457
	Iteration 18Q: 3 clusters Score -2463187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2463201.750000 Penalty: 3319.043457
	Iteration 19Q: 3 clusters Score -2463202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2463217.500000 Penalty: 3319.043457
	Iteration 20F: 3 clusters Score -2463218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2463222.500000 Penalty: 3319.043457
	Iteration 21Q: 3 clusters Score -2463222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2463229.250000 Penalty: 3319.043457
	Iteration 22Q: 3 clusters Score -2463229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2463240.500000 Penalty: 3319.043457
	Iteration 23Q: 3 clusters Score -2463240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2463254.500000 Penalty: 3319.043457
	Iteration 24Q: 3 clusters Score -2463254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2463256.250000 Penalty: 3319.043457
	Iteration 25Q: 3 clusters Score -2463256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2463259.750000 Penalty: 3319.043457
	Iteration 26Q: 3 clusters Score -2463260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2463261.000000 Penalty: 3319.043457
	Iteration 27Q: 3 clusters Score -2463261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2463261.500000 Penalty: 3319.043457
	Iteration 28Q: 3 clusters Score -2463262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2463263.750000 Penalty: 3319.043457
	Iteration 29Q: 3 clusters Score -2463264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2463263.750000 Penalty: 3319.043457
	Iteration 30Q: 3 clusters Score -2463264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2463267.500000 Penalty: 3319.043457
	Iteration 31Q: 3 clusters Score -2463268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2463268.500000 Penalty: 3319.043457
	Iteration 32Q: 3 clusters Score -2463268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2463272.000000 Penalty: 3319.043457
	Iteration 33Q: 3 clusters Score -2463272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2463276.250000 Penalty: 3319.043457
	Iteration 34Q: 3 clusters Score -2463276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2463280.750000 Penalty: 3319.043457
	Iteration 35Q: 3 clusters Score -2463281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2463286.250000 Penalty: 3319.043457
	Iteration 36Q: 3 clusters Score -2463286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2463288.500000 Penalty: 3319.043457
	Iteration 37Q: 3 clusters Score -2463288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2463289.500000 Penalty: 3319.043457
	Iteration 38Q: 3 clusters Score -2463290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2463292.000000 Penalty: 3319.043457
	Iteration 39Q: 3 clusters Score -2463292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2463291.000000 Penalty: 3319.043457
	Iteration 40F: 3 clusters Score -2463291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2463292.750000 Penalty: 3319.043457
	Iteration 41Q: 3 clusters Score -2463293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2463291.500000 Penalty: 3319.043457
	Iteration 42Q: 3 clusters Score -2463292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2463293.500000 Penalty: 3319.043457
	Iteration 43Q: 3 clusters Score -2463294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2463295.500000 Penalty: 3319.043457
	Iteration 44Q: 3 clusters Score -2463296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2463296.750000 Penalty: 3319.043457
	Iteration 45Q: 3 clusters Score -2463297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2463297.000000 Penalty: 3319.043457
	Iteration 46Q: 3 clusters Score -2463297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2463297.000000 Penalty: 3319.043457
	Iteration 47F: 3 clusters Score -2463297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (341581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341581 members 
Entering Unmasked Estep 
Score: -31183236.000000 Penalty: 2070.467773
	Iteration 0F: 2 clusters Score -3.118324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171136 members 
Mstep: Class 2 contains 170445 members 
Entering Unmasked Estep 
Score: -30973198.000000 Penalty: 4140.935547
	Iteration 0F: 3 clusters Score -3.09732e+07 nChanged 167313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179067 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -31076102.000000 Penalty: 4140.935547
	Iteration 1F: 3 clusters Score -3.10761e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185324 members 
Mstep: Class 2 contains 156257 members 
Entering Unmasked Estep 
Score: -31079876.000000 Penalty: 4140.935547
	Iteration 2Q: 3 clusters Score -3.107988e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194564 members 
Mstep: Class 2 contains 147017 members 
Entering Unmasked Estep 
Score: -31085814.000000 Penalty: 4140.935547
	Iteration 3Q: 3 clusters Score -3.108581e+07 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207488 members 
Mstep: Class 2 contains 134093 members 
Entering Unmasked Estep 
Score: -31095514.000000 Penalty: 4140.935547
	Iteration 4F: 3 clusters Score -3.109551e+07 nChanged 21464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224130 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -31110756.000000 Penalty: 4140.935547
	Iteration 5F: 3 clusters Score -3.111076e+07 nChanged 23706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242282 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -31130488.000000 Penalty: 4140.935547
	Iteration 6F: 3 clusters Score -3.113049e+07 nChanged 21754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257558 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -31148356.000000 Penalty: 4140.935547
	Iteration 7F: 3 clusters Score -3.114836e+07 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268241 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -31159320.000000 Penalty: 4140.935547
	Iteration 8Q: 3 clusters Score -3.115932e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276160 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -31165132.000000 Penalty: 4140.935547
	Iteration 9Q: 3 clusters Score -3.116513e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282993 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -31168564.000000 Penalty: 4140.935547
	Iteration 10Q: 3 clusters Score -3.116856e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289432 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -31171938.000000 Penalty: 4140.935547
	Iteration 11Q: 3 clusters Score -3.117194e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296325 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -31175316.000000 Penalty: 4140.935547
	Iteration 12Q: 3 clusters Score -3.117532e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303621 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -31177452.000000 Penalty: 4140.935547
	Iteration 13Q: 3 clusters Score -3.117745e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310925 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -31179416.000000 Penalty: 4140.935547
	Iteration 14Q: 3 clusters Score -3.117942e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317956 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -31181298.000000 Penalty: 4140.935547
	Iteration 15Q: 3 clusters Score -3.11813e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324002 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -31182702.000000 Penalty: 4140.935547
	Iteration 16Q: 3 clusters Score -3.11827e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328690 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -31183804.000000 Penalty: 4140.935547
	Iteration 17Q: 3 clusters Score -3.11838e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331914 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -31184310.000000 Penalty: 4140.935547
	Iteration 18Q: 3 clusters Score -3.118431e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333757 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -31184920.000000 Penalty: 4140.935547
	Iteration 19Q: 3 clusters Score -3.118492e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334651 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -31185624.000000 Penalty: 4140.935547
	Iteration 20F: 3 clusters Score -3.118562e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334867 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -31186394.000000 Penalty: 4140.935547
	Iteration 21Q: 3 clusters Score -3.118639e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334711 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -31187010.000000 Penalty: 4140.935547
	Iteration 22Q: 3 clusters Score -3.118701e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334312 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -31187512.000000 Penalty: 4140.935547
	Iteration 23Q: 3 clusters Score -3.118751e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333856 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -31188020.000000 Penalty: 4140.935547
	Iteration 24Q: 3 clusters Score -3.118802e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333399 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -31188454.000000 Penalty: 4140.935547
	Iteration 25Q: 3 clusters Score -3.118845e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332929 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -31188834.000000 Penalty: 4140.935547
	Iteration 26Q: 3 clusters Score -3.118883e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332526 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -31189052.000000 Penalty: 4140.935547
	Iteration 27Q: 3 clusters Score -3.118905e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332182 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -31189222.000000 Penalty: 4140.935547
	Iteration 28Q: 3 clusters Score -3.118922e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331894 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -31189346.000000 Penalty: 4140.935547
	Iteration 29Q: 3 clusters Score -3.118935e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331648 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -31189436.000000 Penalty: 4140.935547
	Iteration 30Q: 3 clusters Score -3.118944e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331447 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -31189540.000000 Penalty: 4140.935547
	Iteration 31Q: 3 clusters Score -3.118954e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331286 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -31189628.000000 Penalty: 4140.935547
	Iteration 32Q: 3 clusters Score -3.118963e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331170 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -31189612.000000 Penalty: 4140.935547
	Iteration 33Q: 3 clusters Score -3.118961e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331072 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -31189588.000000 Penalty: 4140.935547
	Iteration 34Q: 3 clusters Score -3.118959e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330983 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -31189598.000000 Penalty: 4140.935547
	Iteration 35Q: 3 clusters Score -3.11896e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330921 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -31189652.000000 Penalty: 4140.935547
	Iteration 36Q: 3 clusters Score -3.118965e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330860 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -31189682.000000 Penalty: 4140.935547
	Iteration 37Q: 3 clusters Score -3.118968e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330788 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -31189702.000000 Penalty: 4140.935547
	Iteration 38Q: 3 clusters Score -3.11897e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330734 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -31189698.000000 Penalty: 4140.935547
	Iteration 39Q: 3 clusters Score -3.11897e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330691 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -31189784.000000 Penalty: 4140.935547
	Iteration 40F: 3 clusters Score -3.118978e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330514 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -31189856.000000 Penalty: 4140.935547
	Iteration 41Q: 3 clusters Score -3.118986e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330359 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -31189912.000000 Penalty: 4140.935547
	Iteration 42Q: 3 clusters Score -3.118991e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330215 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -31189926.000000 Penalty: 4140.935547
	Iteration 43Q: 3 clusters Score -3.118993e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330077 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -31190002.000000 Penalty: 4140.935547
	Iteration 44Q: 3 clusters Score -3.119e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329958 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -31190038.000000 Penalty: 4140.935547
	Iteration 45Q: 3 clusters Score -3.119004e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329854 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -31190114.000000 Penalty: 4140.935547
	Iteration 46Q: 3 clusters Score -3.119011e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329788 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -31190126.000000 Penalty: 4140.935547
	Iteration 47Q: 3 clusters Score -3.119013e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329717 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -31190172.000000 Penalty: 4140.935547
	Iteration 48Q: 3 clusters Score -3.119017e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329658 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -31190168.000000 Penalty: 4140.935547
	Iteration 49Q: 3 clusters Score -3.119017e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329613 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -31190198.000000 Penalty: 4140.935547
	Iteration 50Q: 3 clusters Score -3.11902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329571 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -31190202.000000 Penalty: 4140.935547
	Iteration 51Q: 3 clusters Score -3.11902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329533 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -31190260.000000 Penalty: 4140.935547
	Iteration 52Q: 3 clusters Score -3.119026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329507 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -31190236.000000 Penalty: 4140.935547
	Iteration 53Q: 3 clusters Score -3.119024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329480 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -31190252.000000 Penalty: 4140.935547
	Iteration 54Q: 3 clusters Score -3.119025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329458 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -31190272.000000 Penalty: 4140.935547
	Iteration 55Q: 3 clusters Score -3.119027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329434 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -31190280.000000 Penalty: 4140.935547
	Iteration 56Q: 3 clusters Score -3.119028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329407 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -31190290.000000 Penalty: 4140.935547
	Iteration 57Q: 3 clusters Score -3.119029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329391 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -31190288.000000 Penalty: 4140.935547
	Iteration 58Q: 3 clusters Score -3.119029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329381 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -31190280.000000 Penalty: 4140.935547
	Iteration 59Q: 3 clusters Score -3.119028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329375 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -31190284.000000 Penalty: 4140.935547
	Iteration 60F: 3 clusters Score -3.119028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329370 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -31190276.000000 Penalty: 4140.935547
	Iteration 61Q: 3 clusters Score -3.119028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329371 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -31190288.000000 Penalty: 4140.935547
	Iteration 62Q: 3 clusters Score -3.119029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329371 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -31190288.000000 Penalty: 4140.935547
	Iteration 63F: 3 clusters Score -3.119029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37353 members 
Mstep: Class 4 contains 45776 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13645 members 
Mstep: Class 7 contains 12210 members 
Mstep: Class 9 contains 62259 members 
Mstep: Class 13 contains 26206 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27240 members 
Mstep: Class 19 contains 329371 members 
Entering Unmasked Estep 
Score: -54535904.000000 Penalty: 25952.548828
Splitting cluster 19 changes total score from -54529064.000000 to -54535904.000000
So it's getting split into cluster 7.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37353 members 
Mstep: Class 4 contains 45776 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 13645 members 
Mstep: Class 9 contains 62259 members 
Mstep: Class 13 contains 26206 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 27240 members 
Mstep: Class 19 contains 329371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536388.000000 Penalty: 25952.548828
Iteration 119Q: 13 clusters Score -5.453639e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37308 members 
Mstep: Class 4 contains 45653 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 12193 members 
Mstep: Class 9 contains 62195 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 18 contains 26581 members 
Mstep: Class 19 contains 330049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536588.000000 Penalty: 25952.548828
Iteration 120F: 13 clusters Score -5.453659e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 37253 members 
Mstep: Class 4 contains 45508 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 13797 members 
Mstep: Class 7 contains 12488 members 
Mstep: Class 9 contains 62083 members 
Mstep: Class 13 contains 26445 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 18 contains 26107 members 
Mstep: Class 19 contains 330337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536400.000000 Penalty: 25952.548828
Iteration 121Q: 13 clusters Score -5.45364e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 3 contains 37243 members 
Mstep: Class 4 contains 45417 members 
Mstep: Class 5 contains 997 members 
Mstep: Class 6 contains 13862 members 
Mstep: Class 7 contains 12772 members 
Mstep: Class 9 contains 62010 members 
Mstep: Class 13 contains 26519 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 18 contains 25742 members 
Mstep: Class 19 contains 330444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536612.000000 Penalty: 25952.548828
Iteration 122Q: 13 clusters Score -5.453661e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 37229 members 
Mstep: Class 4 contains 45337 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 13919 members 
Mstep: Class 7 contains 13083 members 
Mstep: Class 9 contains 61973 members 
Mstep: Class 13 contains 26597 members 
Mstep: Class 15 contains 6705 members 
Mstep: Class 18 contains 25452 members 
Mstep: Class 19 contains 330385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536764.000000 Penalty: 25952.548828
Iteration 123Q: 13 clusters Score -5.453676e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 37193 members 
Mstep: Class 4 contains 45276 members 
Mstep: Class 5 contains 1005 members 
Mstep: Class 6 contains 13972 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 9 contains 61970 members 
Mstep: Class 13 contains 26671 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 18 contains 25254 members 
Mstep: Class 19 contains 330167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536900.000000 Penalty: 25952.548828
Iteration 124Q: 13 clusters Score -5.45369e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 37183 members 
Mstep: Class 4 contains 45188 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 14018 members 
Mstep: Class 7 contains 13713 members 
Mstep: Class 9 contains 61959 members 
Mstep: Class 13 contains 26738 members 
Mstep: Class 15 contains 6663 members 
Mstep: Class 18 contains 25073 members 
Mstep: Class 19 contains 330001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537012.000000 Penalty: 25952.548828
Iteration 125Q: 13 clusters Score -5.453701e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 37183 members 
Mstep: Class 4 contains 45110 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 14074 members 
Mstep: Class 7 contains 14023 members 
Mstep: Class 9 contains 61940 members 
Mstep: Class 13 contains 26816 members 
Mstep: Class 15 contains 6647 members 
Mstep: Class 18 contains 24929 members 
Mstep: Class 19 contains 329750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537216.000000 Penalty: 25952.548828
Iteration 126Q: 13 clusters Score -5.453722e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 37175 members 
Mstep: Class 4 contains 45039 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 14133 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 9 contains 61948 members 
Mstep: Class 13 contains 26882 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 18 contains 24817 members 
Mstep: Class 19 contains 329460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537444.000000 Penalty: 25952.548828
Iteration 127Q: 13 clusters Score -5.453744e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 37169 members 
Mstep: Class 4 contains 44972 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 14173 members 
Mstep: Class 7 contains 14631 members 
Mstep: Class 9 contains 61942 members 
Mstep: Class 13 contains 26943 members 
Mstep: Class 15 contains 6604 members 
Mstep: Class 18 contains 24705 members 
Mstep: Class 19 contains 329239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537616.000000 Penalty: 25952.548828
Iteration 128Q: 13 clusters Score -5.453762e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37172 members 
Mstep: Class 4 contains 44919 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 14211 members 
Mstep: Class 7 contains 14921 members 
Mstep: Class 9 contains 61941 members 
Mstep: Class 13 contains 26979 members 
Mstep: Class 15 contains 6581 members 
Mstep: Class 18 contains 24614 members 
Mstep: Class 19 contains 328995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537624.000000 Penalty: 25952.548828
Iteration 129Q: 13 clusters Score -5.453762e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37165 members 
Mstep: Class 4 contains 44862 members 
Mstep: Class 5 contains 1006 members 
Mstep: Class 6 contains 14242 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 9 contains 61930 members 
Mstep: Class 13 contains 27023 members 
Mstep: Class 15 contains 6561 members 
Mstep: Class 18 contains 24540 members 
Mstep: Class 19 contains 328777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537856.000000 Penalty: 25952.548828
Iteration 130Q: 13 clusters Score -5.453786e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37170 members 
Mstep: Class 4 contains 44797 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 14279 members 
Mstep: Class 7 contains 15401 members 
Mstep: Class 9 contains 61922 members 
Mstep: Class 13 contains 27068 members 
Mstep: Class 15 contains 6544 members 
Mstep: Class 18 contains 24478 members 
Mstep: Class 19 contains 328571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537856.000000 Penalty: 25952.548828
Iteration 131Q: 13 clusters Score -5.453786e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37177 members 
Mstep: Class 4 contains 44734 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 14305 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 9 contains 61906 members 
Mstep: Class 13 contains 27104 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 18 contains 24426 members 
Mstep: Class 19 contains 328371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538036.000000 Penalty: 25952.548828
Iteration 132Q: 13 clusters Score -5.453804e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37181 members 
Mstep: Class 4 contains 44685 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 14332 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 9 contains 61883 members 
Mstep: Class 13 contains 27143 members 
Mstep: Class 15 contains 6523 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 328166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538184.000000 Penalty: 25952.548828
Iteration 133Q: 13 clusters Score -5.453818e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37187 members 
Mstep: Class 4 contains 44636 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 14351 members 
Mstep: Class 7 contains 16045 members 
Mstep: Class 9 contains 61855 members 
Mstep: Class 13 contains 27189 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 18 contains 24322 members 
Mstep: Class 19 contains 327992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538256.000000 Penalty: 25952.548828
Iteration 134Q: 13 clusters Score -5.453826e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37179 members 
Mstep: Class 4 contains 44590 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 14375 members 
Mstep: Class 7 contains 16247 members 
Mstep: Class 9 contains 61837 members 
Mstep: Class 13 contains 27234 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 18 contains 24273 members 
Mstep: Class 19 contains 327809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538256.000000 Penalty: 25952.548828
Iteration 135Q: 13 clusters Score -5.453826e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37171 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 14394 members 
Mstep: Class 7 contains 16445 members 
Mstep: Class 9 contains 61814 members 
Mstep: Class 13 contains 27275 members 
Mstep: Class 15 contains 6498 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 327644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538368.000000 Penalty: 25952.548828
Iteration 136Q: 13 clusters Score -5.453837e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37166 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 16626 members 
Mstep: Class 9 contains 61809 members 
Mstep: Class 13 contains 27317 members 
Mstep: Class 15 contains 6486 members 
Mstep: Class 18 contains 24193 members 
Mstep: Class 19 contains 327465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538540.000000 Penalty: 25952.548828
Iteration 137Q: 13 clusters Score -5.453854e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37159 members 
Mstep: Class 4 contains 44501 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 14433 members 
Mstep: Class 7 contains 16794 members 
Mstep: Class 9 contains 61791 members 
Mstep: Class 13 contains 27347 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 18 contains 24175 members 
Mstep: Class 19 contains 327300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538804.000000 Penalty: 25952.548828
Iteration 138Q: 13 clusters Score -5.45388e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37159 members 
Mstep: Class 4 contains 44476 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 14450 members 
Mstep: Class 7 contains 16959 members 
Mstep: Class 9 contains 61774 members 
Mstep: Class 13 contains 27370 members 
Mstep: Class 15 contains 6457 members 
Mstep: Class 18 contains 24158 members 
Mstep: Class 19 contains 327144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538776.000000 Penalty: 25952.548828
Iteration 139Q: 13 clusters Score -5.453878e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37162 members 
Mstep: Class 4 contains 44453 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 14456 members 
Mstep: Class 7 contains 17124 members 
Mstep: Class 9 contains 61767 members 
Mstep: Class 13 contains 27403 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 18 contains 24146 members 
Mstep: Class 19 contains 326964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538900.000000 Penalty: 25952.548828
Iteration 140F: 13 clusters Score -5.45389e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37148 members 
Mstep: Class 4 contains 44428 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 14466 members 
Mstep: Class 7 contains 17262 members 
Mstep: Class 9 contains 61746 members 
Mstep: Class 13 contains 27443 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 18 contains 24126 members 
Mstep: Class 19 contains 326845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539000.000000 Penalty: 25952.548828
Iteration 141Q: 13 clusters Score -5.4539e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37139 members 
Mstep: Class 4 contains 44400 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 14475 members 
Mstep: Class 7 contains 17387 members 
Mstep: Class 9 contains 61728 members 
Mstep: Class 13 contains 27497 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 18 contains 24112 members 
Mstep: Class 19 contains 326710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539088.000000 Penalty: 25952.548828
Iteration 142Q: 13 clusters Score -5.453909e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37127 members 
Mstep: Class 4 contains 44381 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 14483 members 
Mstep: Class 7 contains 17507 members 
Mstep: Class 9 contains 61718 members 
Mstep: Class 13 contains 27549 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 326573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539304.000000 Penalty: 25952.548828
Iteration 143Q: 13 clusters Score -5.45393e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37114 members 
Mstep: Class 4 contains 44352 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 9 contains 61709 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 15 contains 6394 members 
Mstep: Class 18 contains 24071 members 
Mstep: Class 19 contains 326466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539412.000000 Penalty: 25952.548828
Iteration 144Q: 13 clusters Score -5.453941e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37105 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 17713 members 
Mstep: Class 9 contains 61697 members 
Mstep: Class 13 contains 27660 members 
Mstep: Class 15 contains 6386 members 
Mstep: Class 18 contains 24043 members 
Mstep: Class 19 contains 326351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539448.000000 Penalty: 25952.548828
Iteration 145Q: 13 clusters Score -5.453945e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37103 members 
Mstep: Class 4 contains 44324 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 14496 members 
Mstep: Class 7 contains 17797 members 
Mstep: Class 9 contains 61679 members 
Mstep: Class 13 contains 27716 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 18 contains 24015 members 
Mstep: Class 19 contains 326256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539640.000000 Penalty: 25952.548828
Iteration 146Q: 13 clusters Score -5.453964e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37098 members 
Mstep: Class 4 contains 44305 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 14491 members 
Mstep: Class 7 contains 17889 members 
Mstep: Class 9 contains 61667 members 
Mstep: Class 13 contains 27756 members 
Mstep: Class 15 contains 6369 members 
Mstep: Class 18 contains 23992 members 
Mstep: Class 19 contains 326176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539680.000000 Penalty: 25952.548828
Iteration 147Q: 13 clusters Score -5.453968e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 44273 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 17969 members 
Mstep: Class 9 contains 61652 members 
Mstep: Class 13 contains 27785 members 
Mstep: Class 15 contains 6362 members 
Mstep: Class 18 contains 23977 members 
Mstep: Class 19 contains 326122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539716.000000 Penalty: 25952.548828
Iteration 148Q: 13 clusters Score -5.453972e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37077 members 
Mstep: Class 4 contains 44244 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 14506 members 
Mstep: Class 7 contains 18046 members 
Mstep: Class 9 contains 61647 members 
Mstep: Class 13 contains 27809 members 
Mstep: Class 15 contains 6352 members 
Mstep: Class 18 contains 23960 members 
Mstep: Class 19 contains 326057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539640.000000 Penalty: 25952.548828
Iteration 149Q: 13 clusters Score -5.453964e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37065 members 
Mstep: Class 4 contains 44217 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 14517 members 
Mstep: Class 7 contains 18109 members 
Mstep: Class 9 contains 61640 members 
Mstep: Class 13 contains 27830 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 18 contains 23947 members 
Mstep: Class 19 contains 326008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539688.000000 Penalty: 25952.548828
Iteration 150Q: 13 clusters Score -5.453969e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37056 members 
Mstep: Class 4 contains 44189 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 14530 members 
Mstep: Class 7 contains 18167 members 
Mstep: Class 9 contains 61635 members 
Mstep: Class 13 contains 27854 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 18 contains 23926 members 
Mstep: Class 19 contains 325961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539772.000000 Penalty: 25952.548828
Iteration 151Q: 13 clusters Score -5.453977e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 44162 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 14535 members 
Mstep: Class 7 contains 18222 members 
Mstep: Class 9 contains 61625 members 
Mstep: Class 13 contains 27878 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 18 contains 23903 members 
Mstep: Class 19 contains 325933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539756.000000 Penalty: 25952.548828
Iteration 152Q: 13 clusters Score -5.453976e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37040 members 
Mstep: Class 4 contains 44136 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 14539 members 
Mstep: Class 7 contains 18269 members 
Mstep: Class 9 contains 61613 members 
Mstep: Class 13 contains 27893 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 18 contains 23884 members 
Mstep: Class 19 contains 325915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539756.000000 Penalty: 25952.548828
Iteration 153Q: 13 clusters Score -5.453976e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 44118 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 14540 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 9 contains 61601 members 
Mstep: Class 13 contains 27912 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 18 contains 23862 members 
Mstep: Class 19 contains 325888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539776.000000 Penalty: 25952.548828
Iteration 154Q: 13 clusters Score -5.453978e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37027 members 
Mstep: Class 4 contains 44094 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 14544 members 
Mstep: Class 7 contains 18345 members 
Mstep: Class 9 contains 61598 members 
Mstep: Class 13 contains 27929 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 18 contains 23840 members 
Mstep: Class 19 contains 325875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539776.000000 Penalty: 25952.548828
Iteration 155Q: 13 clusters Score -5.453978e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37024 members 
Mstep: Class 4 contains 44084 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 14544 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 9 contains 61594 members 
Mstep: Class 13 contains 27943 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 18 contains 23829 members 
Mstep: Class 19 contains 325846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539816.000000 Penalty: 25952.548828
Iteration 156Q: 13 clusters Score -5.453982e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37019 members 
Mstep: Class 4 contains 44077 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 14546 members 
Mstep: Class 7 contains 18423 members 
Mstep: Class 9 contains 61588 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 18 contains 23820 members 
Mstep: Class 19 contains 325805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539828.000000 Penalty: 25952.548828
Iteration 157Q: 13 clusters Score -5.453983e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 37011 members 
Mstep: Class 4 contains 44068 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 14548 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 9 contains 61587 members 
Mstep: Class 13 contains 27967 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 18 contains 23807 members 
Mstep: Class 19 contains 325768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539896.000000 Penalty: 25952.548828
Iteration 158Q: 13 clusters Score -5.45399e+07 nChanged 114
Entering ConstructFrom: 
Score: -54539896.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (41004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Entering Unmasked Estep 
Score: -3830772.750000 Penalty: 1725.981567
	Iteration 0F: 2 clusters Score -3830773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3803421.250000 Penalty: 3451.963135
	Iteration 0F: 3 clusters Score -3803421 nChanged 18977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3813911.250000 Penalty: 3451.963135
	Iteration 1F: 3 clusters Score -3813911 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3814426.000000 Penalty: 3451.963135
	Iteration 2Q: 3 clusters Score -3814426 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3815175.250000 Penalty: 3451.963135
	Iteration 3Q: 3 clusters Score -3815175 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3816244.250000 Penalty: 3451.963135
	Iteration 4Q: 3 clusters Score -3816244 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3817597.250000 Penalty: 3451.963135
	Iteration 5F: 3 clusters Score -3817597 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3819229.250000 Penalty: 3451.963135
	Iteration 6F: 3 clusters Score -3819229 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3821212.250000 Penalty: 3451.963135
	Iteration 7F: 3 clusters Score -3821212 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3823399.000000 Penalty: 3451.963135
	Iteration 8F: 3 clusters Score -3823399 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3825376.000000 Penalty: 3451.963135
	Iteration 9F: 3 clusters Score -3825376 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3826687.000000 Penalty: 3451.963135
	Iteration 10Q: 3 clusters Score -3826687 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3827431.500000 Penalty: 3451.963135
	Iteration 11Q: 3 clusters Score -3827432 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3827835.750000 Penalty: 3451.963135
	Iteration 12Q: 3 clusters Score -3827836 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3828112.250000 Penalty: 3451.963135
	Iteration 13Q: 3 clusters Score -3828112 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3828341.250000 Penalty: 3451.963135
	Iteration 14Q: 3 clusters Score -3828341 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3828538.500000 Penalty: 3451.963135
	Iteration 15Q: 3 clusters Score -3828538 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3828742.750000 Penalty: 3451.963135
	Iteration 16Q: 3 clusters Score -3828743 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3828925.750000 Penalty: 3451.963135
	Iteration 17Q: 3 clusters Score -3828926 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3829063.000000 Penalty: 3451.963135
	Iteration 18Q: 3 clusters Score -3829063 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3829180.500000 Penalty: 3451.963135
	Iteration 19Q: 3 clusters Score -3829180 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3829312.000000 Penalty: 3451.963135
	Iteration 20F: 3 clusters Score -3829312 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3829438.250000 Penalty: 3451.963135
	Iteration 21Q: 3 clusters Score -3829438 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3829550.750000 Penalty: 3451.963135
	Iteration 22Q: 3 clusters Score -3829551 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3829607.250000 Penalty: 3451.963135
	Iteration 23Q: 3 clusters Score -3829607 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3829677.750000 Penalty: 3451.963135
	Iteration 24Q: 3 clusters Score -3829678 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3829719.500000 Penalty: 3451.963135
	Iteration 25Q: 3 clusters Score -3829720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3829761.000000 Penalty: 3451.963135
	Iteration 26Q: 3 clusters Score -3829761 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3829816.500000 Penalty: 3451.963135
	Iteration 27Q: 3 clusters Score -3829816 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3829853.250000 Penalty: 3451.963135
	Iteration 28Q: 3 clusters Score -3829853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3829874.250000 Penalty: 3451.963135
	Iteration 29Q: 3 clusters Score -3829874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3829892.750000 Penalty: 3451.963135
	Iteration 30Q: 3 clusters Score -3829893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3829913.250000 Penalty: 3451.963135
	Iteration 31Q: 3 clusters Score -3829913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3829931.500000 Penalty: 3451.963135
	Iteration 32Q: 3 clusters Score -3829932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3829961.250000 Penalty: 3451.963135
	Iteration 33Q: 3 clusters Score -3829961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3829976.250000 Penalty: 3451.963135
	Iteration 34Q: 3 clusters Score -3829976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3829983.500000 Penalty: 3451.963135
	Iteration 35Q: 3 clusters Score -3829984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3829998.750000 Penalty: 3451.963135
	Iteration 36Q: 3 clusters Score -3829999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3830018.000000 Penalty: 3451.963135
	Iteration 37Q: 3 clusters Score -3830018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3830020.500000 Penalty: 3451.963135
	Iteration 38Q: 3 clusters Score -3830020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3830025.250000 Penalty: 3451.963135
	Iteration 39Q: 3 clusters Score -3830025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3830030.750000 Penalty: 3451.963135
	Iteration 40F: 3 clusters Score -3830031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3830031.250000 Penalty: 3451.963135
	Iteration 41Q: 3 clusters Score -3830031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3830029.000000 Penalty: 3451.963135
	Iteration 42Q: 3 clusters Score -3830029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3830038.500000 Penalty: 3451.963135
	Iteration 43Q: 3 clusters Score -3830038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3830043.750000 Penalty: 3451.963135
	Iteration 44Q: 3 clusters Score -3830044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3830046.750000 Penalty: 3451.963135
	Iteration 45Q: 3 clusters Score -3830047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3830047.250000 Penalty: 3451.963135
	Iteration 46Q: 3 clusters Score -3830047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3830050.000000 Penalty: 3451.963135
	Iteration 47Q: 3 clusters Score -3830050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3830051.250000 Penalty: 3451.963135
	Iteration 48Q: 3 clusters Score -3830051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3830051.250000 Penalty: 3451.963135
	Iteration 49F: 3 clusters Score -3830051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -86651.835938 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -86651.84 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 518 members 
Entering Unmasked Estep 
Score: -85205.507812 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -85205.51 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85472.468750 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -85472.47 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85566.101562 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -85566.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85618.937500 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -85618.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85647.265625 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -85647.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85664.937500 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -85664.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85688.273438 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -85688.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85697.132812 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -85697.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85726.992188 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -85726.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85739.601562 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -85739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85748.984375 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -85748.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85760.585938 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -85760.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85777.382812 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -85777.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85785.718750 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -85785.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85791.445312 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -85791.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85797.867188 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -85797.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85803.679688 Penalty: 2253.045654
	Iteration 16Q: 3 clusters Score -85803.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85808.265625 Penalty: 2253.045654
	Iteration 17Q: 3 clusters Score -85808.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85813.992188 Penalty: 2253.045654
	Iteration 18Q: 3 clusters Score -85813.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85815.984375 Penalty: 2253.045654
	Iteration 19Q: 3 clusters Score -85815.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85820.156250 Penalty: 2253.045654
	Iteration 20F: 3 clusters Score -85820.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85826.265625 Penalty: 2253.045654
	Iteration 21Q: 3 clusters Score -85826.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85834.375000 Penalty: 2253.045654
	Iteration 22Q: 3 clusters Score -85834.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85839.468750 Penalty: 2253.045654
	Iteration 23Q: 3 clusters Score -85839.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85847.046875 Penalty: 2253.045654
	Iteration 24Q: 3 clusters Score -85847.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85852.273438 Penalty: 2253.045654
	Iteration 25Q: 3 clusters Score -85852.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85856.226562 Penalty: 2253.045654
	Iteration 26Q: 3 clusters Score -85856.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85865.296875 Penalty: 2253.045654
	Iteration 27Q: 3 clusters Score -85865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85871.500000 Penalty: 2253.045654
	Iteration 28Q: 3 clusters Score -85871.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85880.476562 Penalty: 2253.045654
	Iteration 29Q: 3 clusters Score -85880.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85882.867188 Penalty: 2253.045654
	Iteration 30Q: 3 clusters Score -85882.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85884.406250 Penalty: 2253.045654
	Iteration 31Q: 3 clusters Score -85884.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85885.367188 Penalty: 2253.045654
	Iteration 32Q: 3 clusters Score -85885.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85885.367188 Penalty: 2253.045654
	Iteration 33F: 3 clusters Score -85885.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Entering Unmasked Estep 
Score: -3454258.000000 Penalty: 1709.280029
	Iteration 0F: 2 clusters Score -3454258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3429321.250000 Penalty: 3418.560059
	Iteration 0F: 3 clusters Score -3429321 nChanged 17202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3438997.750000 Penalty: 3418.560059
	Iteration 1F: 3 clusters Score -3438998 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3439569.750000 Penalty: 3418.560059
	Iteration 2Q: 3 clusters Score -3439570 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3440259.750000 Penalty: 3418.560059
	Iteration 3Q: 3 clusters Score -3440260 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3441240.000000 Penalty: 3418.560059
	Iteration 4F: 3 clusters Score -3441240 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3442739.000000 Penalty: 3418.560059
	Iteration 5F: 3 clusters Score -3442739 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3444700.250000 Penalty: 3418.560059
	Iteration 6F: 3 clusters Score -3444700 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3446851.500000 Penalty: 3418.560059
	Iteration 7F: 3 clusters Score -3446852 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3448579.000000 Penalty: 3418.560059
	Iteration 8F: 3 clusters Score -3448579 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3449485.500000 Penalty: 3418.560059
	Iteration 9Q: 3 clusters Score -3449486 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3449880 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3450089.500000 Penalty: 3418.560059
	Iteration 11Q: 3 clusters Score -3450090 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3450231.750000 Penalty: 3418.560059
	Iteration 12Q: 3 clusters Score -3450232 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3450374.000000 Penalty: 3418.560059
	Iteration 13Q: 3 clusters Score -3450374 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3450529.000000 Penalty: 3418.560059
	Iteration 14Q: 3 clusters Score -3450529 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3450638.750000 Penalty: 3418.560059
	Iteration 15Q: 3 clusters Score -3450639 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3450786.500000 Penalty: 3418.560059
	Iteration 16Q: 3 clusters Score -3450786 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3450902.500000 Penalty: 3418.560059
	Iteration 17Q: 3 clusters Score -3450902 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3451055.500000 Penalty: 3418.560059
	Iteration 18Q: 3 clusters Score -3451056 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3451208.750000 Penalty: 3418.560059
	Iteration 19Q: 3 clusters Score -3451209 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -3451364.250000 Penalty: 3418.560059
	Iteration 20F: 3 clusters Score -3451364 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -3451524.750000 Penalty: 3418.560059
	Iteration 21Q: 3 clusters Score -3451525 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3451656 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3451779 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3451888.000000 Penalty: 3418.560059
	Iteration 24Q: 3 clusters Score -3451888 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3451976.250000 Penalty: 3418.560059
	Iteration 25Q: 3 clusters Score -3451976 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3452054 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -3452141.250000 Penalty: 3418.560059
	Iteration 27Q: 3 clusters Score -3452141 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3452206 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3452258.500000 Penalty: 3418.560059
	Iteration 29Q: 3 clusters Score -3452258 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3452309.500000 Penalty: 3418.560059
	Iteration 30Q: 3 clusters Score -3452310 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3452373 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3452425 nChanged 128
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3452454 nChanged 109
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Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -3452484.250000 Penalty: 3418.560059
	Iteration 34Q: 3 clusters Score -3452484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3452531.000000 Penalty: 3418.560059
	Iteration 35Q: 3 clusters Score -3452531 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -3452558.250000 Penalty: 3418.560059
	Iteration 36Q: 3 clusters Score -3452558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3452586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -3452616.000000 Penalty: 3418.560059
	Iteration 38Q: 3 clusters Score -3452616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -3452628.000000 Penalty: 3418.560059
	Iteration 39Q: 3 clusters Score -3452628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -3452649.500000 Penalty: 3418.560059
	Iteration 40F: 3 clusters Score -3452650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3452660.000000 Penalty: 3418.560059
	Iteration 41Q: 3 clusters Score -3452660 nChanged 48
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Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -3452669.000000 Penalty: 3418.560059
	Iteration 42Q: 3 clusters Score -3452669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -3452687.500000 Penalty: 3418.560059
	Iteration 43Q: 3 clusters Score -3452688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -3452708.250000 Penalty: 3418.560059
	Iteration 44Q: 3 clusters Score -3452708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3452728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3452732.500000 Penalty: 3418.560059
	Iteration 46Q: 3 clusters Score -3452732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -3452741.000000 Penalty: 3418.560059
	Iteration 47Q: 3 clusters Score -3452741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3452759.000000 Penalty: 3418.560059
	Iteration 48Q: 3 clusters Score -3452759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -3452771.750000 Penalty: 3418.560059
	Iteration 49Q: 3 clusters Score -3452772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3452783.000000 Penalty: 3418.560059
	Iteration 50Q: 3 clusters Score -3452783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -3452793.750000 Penalty: 3418.560059
	Iteration 51Q: 3 clusters Score -3452794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -3452797.500000 Penalty: 3418.560059
	Iteration 52Q: 3 clusters Score -3452798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -3452800.750000 Penalty: 3418.560059
	Iteration 53Q: 3 clusters Score -3452801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3452812.250000 Penalty: 3418.560059
	Iteration 54Q: 3 clusters Score -3452812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -3452815.500000 Penalty: 3418.560059
	Iteration 55Q: 3 clusters Score -3452816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -3452818.000000 Penalty: 3418.560059
	Iteration 56Q: 3 clusters Score -3452818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -3452827.500000 Penalty: 3418.560059
	Iteration 57Q: 3 clusters Score -3452828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3452822.500000 Penalty: 3418.560059
	Iteration 58Q: 3 clusters Score -3452822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3452831.500000 Penalty: 3418.560059
	Iteration 59Q: 3 clusters Score -3452832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -3452836.750000 Penalty: 3418.560059
	Iteration 60F: 3 clusters Score -3452837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -3452834.250000 Penalty: 3418.560059
	Iteration 61Q: 3 clusters Score -3452834 nChanged 10
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Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -3452836.750000 Penalty: 3418.560059
	Iteration 62Q: 3 clusters Score -3452837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3452839.750000 Penalty: 3418.560059
	Iteration 63Q: 3 clusters Score -3452840 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3452841.250000 Penalty: 3418.560059
	Iteration 64Q: 3 clusters Score -3452841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3452842.500000 Penalty: 3418.560059
	Iteration 65Q: 3 clusters Score -3452842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -3452841.250000 Penalty: 3418.560059
	Iteration 66Q: 3 clusters Score -3452841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3452840 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3452843 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 915 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3452842 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -3452847.000000 Penalty: 3418.560059
	Iteration 70Q: 3 clusters Score -3452847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3452848 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -3452846.250000 Penalty: 3418.560059
	Iteration 72Q: 3 clusters Score -3452846 nChanged 1
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Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3452844.250000 Penalty: 3418.560059
	Iteration 73Q: 3 clusters Score -3452844 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -3452851.500000 Penalty: 3418.560059
	Iteration 74Q: 3 clusters Score -3452852 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -3452854.000000 Penalty: 3418.560059
	Iteration 75Q: 3 clusters Score -3452854 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3452856.750000 Penalty: 3418.560059
	Iteration 76Q: 3 clusters Score -3452857 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3452856 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3452862.500000 Penalty: 3418.560059
	Iteration 78Q: 3 clusters Score -3452862 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -3452863.250000 Penalty: 3418.560059
	Iteration 79Q: 3 clusters Score -3452863 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -3452867.250000 Penalty: 3418.560059
	Iteration 80F: 3 clusters Score -3452867 nChanged 5
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Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -3452870.250000 Penalty: 3418.560059
	Iteration 81Q: 3 clusters Score -3452870 nChanged 4
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Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3452870 nChanged 9
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Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -3452874.250000 Penalty: 3418.560059
	Iteration 83Q: 3 clusters Score -3452874 nChanged 5
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Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3452873 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3452874 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -3452876.000000 Penalty: 3418.560059
	Iteration 86Q: 3 clusters Score -3452876 nChanged 3
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Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3452878 nChanged 1
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Mstep: Class 1 contains 830 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3452875 nChanged 1
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Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3452875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3452877 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3452876 nChanged 3
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Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3452878 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3452878 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3452879 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3452877 nChanged 0
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Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -3452876.750000 Penalty: 3418.560059
	Iteration 96F: 3 clusters Score -3452877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Entering Unmasked Estep 
Score: -4110761.250000 Penalty: 1737.644043
	Iteration 0F: 2 clusters Score -4110761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4081344.250000 Penalty: 3475.288086
	Iteration 0F: 3 clusters Score -4081344 nChanged 20654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4093601.000000 Penalty: 3475.288086
	Iteration 1F: 3 clusters Score -4093601 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4094709.500000 Penalty: 3475.288086
	Iteration 2F: 3 clusters Score -4094710 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4096256.000000 Penalty: 3475.288086
	Iteration 3F: 3 clusters Score -4096256 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4098310.750000 Penalty: 3475.288086
	Iteration 4F: 3 clusters Score -4098311 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4100878.250000 Penalty: 3475.288086
	Iteration 5F: 3 clusters Score -4100878 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4103589.750000 Penalty: 3475.288086
	Iteration 6F: 3 clusters Score -4103590 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -4105531.000000 Penalty: 3475.288086
	Iteration 7F: 3 clusters Score -4105531 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4106496.250000 Penalty: 3475.288086
	Iteration 8Q: 3 clusters Score -4106496 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4106990.250000 Penalty: 3475.288086
	Iteration 9Q: 3 clusters Score -4106990 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -4107267.750000 Penalty: 3475.288086
	Iteration 10Q: 3 clusters Score -4107268 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4107481.500000 Penalty: 3475.288086
	Iteration 11Q: 3 clusters Score -4107482 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4107639.750000 Penalty: 3475.288086
	Iteration 12Q: 3 clusters Score -4107640 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4107800.750000 Penalty: 3475.288086
	Iteration 13Q: 3 clusters Score -4107801 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4107921.500000 Penalty: 3475.288086
	Iteration 14Q: 3 clusters Score -4107922 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4108075.250000 Penalty: 3475.288086
	Iteration 15Q: 3 clusters Score -4108075 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4108183.750000 Penalty: 3475.288086
	Iteration 16Q: 3 clusters Score -4108184 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -4108293.250000 Penalty: 3475.288086
	Iteration 17Q: 3 clusters Score -4108293 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4108388.000000 Penalty: 3475.288086
	Iteration 18Q: 3 clusters Score -4108388 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4108468.500000 Penalty: 3475.288086
	Iteration 19Q: 3 clusters Score -4108468 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -4108541.750000 Penalty: 3475.288086
	Iteration 20F: 3 clusters Score -4108542 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4108646.250000 Penalty: 3475.288086
	Iteration 21Q: 3 clusters Score -4108646 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4108707.250000 Penalty: 3475.288086
	Iteration 22Q: 3 clusters Score -4108707 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4108777.000000 Penalty: 3475.288086
	Iteration 23Q: 3 clusters Score -4108777 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4108826.250000 Penalty: 3475.288086
	Iteration 24Q: 3 clusters Score -4108826 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4108872.250000 Penalty: 3475.288086
	Iteration 25Q: 3 clusters Score -4108872 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4108911.750000 Penalty: 3475.288086
	Iteration 26Q: 3 clusters Score -4108912 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4108945.000000 Penalty: 3475.288086
	Iteration 27Q: 3 clusters Score -4108945 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4108999.500000 Penalty: 3475.288086
	Iteration 28Q: 3 clusters Score -4109000 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4109029.000000 Penalty: 3475.288086
	Iteration 29Q: 3 clusters Score -4109029 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4109081.750000 Penalty: 3475.288086
	Iteration 30Q: 3 clusters Score -4109082 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4109113.250000 Penalty: 3475.288086
	Iteration 31Q: 3 clusters Score -4109113 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4109146.000000 Penalty: 3475.288086
	Iteration 32Q: 3 clusters Score -4109146 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4109174.500000 Penalty: 3475.288086
	Iteration 33Q: 3 clusters Score -4109174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4109207.500000 Penalty: 3475.288086
	Iteration 34Q: 3 clusters Score -4109208 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4109242.750000 Penalty: 3475.288086
	Iteration 35Q: 3 clusters Score -4109243 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4109269.500000 Penalty: 3475.288086
	Iteration 36Q: 3 clusters Score -4109270 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4109307.500000 Penalty: 3475.288086
	Iteration 37Q: 3 clusters Score -4109308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4109322.000000 Penalty: 3475.288086
	Iteration 38Q: 3 clusters Score -4109322 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4109346.250000 Penalty: 3475.288086
	Iteration 39Q: 3 clusters Score -4109346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4109350.750000 Penalty: 3475.288086
	Iteration 40F: 3 clusters Score -4109351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4109357.000000 Penalty: 3475.288086
	Iteration 41Q: 3 clusters Score -4109357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4109370.500000 Penalty: 3475.288086
	Iteration 42Q: 3 clusters Score -4109370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4109391.500000 Penalty: 3475.288086
	Iteration 43Q: 3 clusters Score -4109392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4109390.000000 Penalty: 3475.288086
	Iteration 44Q: 3 clusters Score -4109390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4109400.250000 Penalty: 3475.288086
	Iteration 45Q: 3 clusters Score -4109400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4109404.750000 Penalty: 3475.288086
	Iteration 46Q: 3 clusters Score -4109405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4109414.000000 Penalty: 3475.288086
	Iteration 47Q: 3 clusters Score -4109414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4109423.750000 Penalty: 3475.288086
	Iteration 48Q: 3 clusters Score -4109424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4109443.250000 Penalty: 3475.288086
	Iteration 49Q: 3 clusters Score -4109443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4109443.750000 Penalty: 3475.288086
	Iteration 50Q: 3 clusters Score -4109444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4109456.000000 Penalty: 3475.288086
	Iteration 51Q: 3 clusters Score -4109456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4109468.000000 Penalty: 3475.288086
	Iteration 52Q: 3 clusters Score -4109468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4109473.250000 Penalty: 3475.288086
	Iteration 53Q: 3 clusters Score -4109473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4109483.000000 Penalty: 3475.288086
	Iteration 54Q: 3 clusters Score -4109483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4109482.000000 Penalty: 3475.288086
	Iteration 55Q: 3 clusters Score -4109482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4109495.250000 Penalty: 3475.288086
	Iteration 56Q: 3 clusters Score -4109495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4109501.750000 Penalty: 3475.288086
	Iteration 57Q: 3 clusters Score -4109502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4109499.500000 Penalty: 3475.288086
	Iteration 58Q: 3 clusters Score -4109500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4109511.500000 Penalty: 3475.288086
	Iteration 59Q: 3 clusters Score -4109512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4109521.500000 Penalty: 3475.288086
	Iteration 60F: 3 clusters Score -4109522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4109532.000000 Penalty: 3475.288086
	Iteration 61Q: 3 clusters Score -4109532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4109531.750000 Penalty: 3475.288086
	Iteration 62Q: 3 clusters Score -4109532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4109533.500000 Penalty: 3475.288086
	Iteration 63Q: 3 clusters Score -4109534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4109534.750000 Penalty: 3475.288086
	Iteration 64Q: 3 clusters Score -4109535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4109537.750000 Penalty: 3475.288086
	Iteration 65Q: 3 clusters Score -4109538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4109538.250000 Penalty: 3475.288086
	Iteration 66Q: 3 clusters Score -4109538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4109547.750000 Penalty: 3475.288086
	Iteration 67Q: 3 clusters Score -4109548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4109557.250000 Penalty: 3475.288086
	Iteration 68Q: 3 clusters Score -4109557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4109562.750000 Penalty: 3475.288086
	Iteration 69Q: 3 clusters Score -4109563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4109566.250000 Penalty: 3475.288086
	Iteration 70Q: 3 clusters Score -4109566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4109570.750000 Penalty: 3475.288086
	Iteration 71Q: 3 clusters Score -4109571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4109572.750000 Penalty: 3475.288086
	Iteration 72Q: 3 clusters Score -4109573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4109579.250000 Penalty: 3475.288086
	Iteration 73Q: 3 clusters Score -4109579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4109577.750000 Penalty: 3475.288086
	Iteration 74Q: 3 clusters Score -4109578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4109580.500000 Penalty: 3475.288086
	Iteration 75Q: 3 clusters Score -4109580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4109581.250000 Penalty: 3475.288086
	Iteration 76Q: 3 clusters Score -4109581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4109579.500000 Penalty: 3475.288086
	Iteration 77Q: 3 clusters Score -4109580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4109584.000000 Penalty: 3475.288086
	Iteration 78Q: 3 clusters Score -4109584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4109586.500000 Penalty: 3475.288086
	Iteration 79Q: 3 clusters Score -4109586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4109587.000000 Penalty: 3475.288086
	Iteration 80F: 3 clusters Score -4109587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4109586.500000 Penalty: 3475.288086
	Iteration 81Q: 3 clusters Score -4109586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4109586.250000 Penalty: 3475.288086
	Iteration 82Q: 3 clusters Score -4109586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4109586.000000 Penalty: 3475.288086
	Iteration 83Q: 3 clusters Score -4109586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4109585.750000 Penalty: 3475.288086
	Iteration 84Q: 3 clusters Score -4109586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4109585.250000 Penalty: 3475.288086
	Iteration 85Q: 3 clusters Score -4109585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4109585.250000 Penalty: 3475.288086
	Iteration 86Q: 3 clusters Score -4109585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4109586.250000 Penalty: 3475.288086
	Iteration 87Q: 3 clusters Score -4109586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4109586.500000 Penalty: 3475.288086
	Iteration 88Q: 3 clusters Score -4109586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4109587.500000 Penalty: 3475.288086
	Iteration 89Q: 3 clusters Score -4109588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4109588.250000 Penalty: 3475.288086
	Iteration 90Q: 3 clusters Score -4109588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4109591.250000 Penalty: 3475.288086
	Iteration 91Q: 3 clusters Score -4109591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4109592.000000 Penalty: 3475.288086
	Iteration 92Q: 3 clusters Score -4109592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4109594.750000 Penalty: 3475.288086
	Iteration 93Q: 3 clusters Score -4109595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4109594.750000 Penalty: 3475.288086
	Iteration 94F: 3 clusters Score -4109595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -83160.492188 Penalty: 1126.839600
	Iteration 0F: 2 clusters Score -83160.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81805.148438 Penalty: 2253.679199
	Iteration 0F: 3 clusters Score -81805.15 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -82098.062500 Penalty: 2253.679199
	Iteration 1F: 3 clusters Score -82098.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82168.070312 Penalty: 2253.679199
	Iteration 2F: 3 clusters Score -82168.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82212.007812 Penalty: 2253.679199
	Iteration 3Q: 3 clusters Score -82212.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82243.554688 Penalty: 2253.679199
	Iteration 4Q: 3 clusters Score -82243.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82265.539062 Penalty: 2253.679199
	Iteration 5Q: 3 clusters Score -82265.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82273.203125 Penalty: 2253.679199
	Iteration 6Q: 3 clusters Score -82273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82286.062500 Penalty: 2253.679199
	Iteration 7Q: 3 clusters Score -82286.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82296.039062 Penalty: 2253.679199
	Iteration 8Q: 3 clusters Score -82296.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82308.171875 Penalty: 2253.679199
	Iteration 9Q: 3 clusters Score -82308.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -82312.007812 Penalty: 2253.679199
	Iteration 10Q: 3 clusters Score -82312.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82314.828125 Penalty: 2253.679199
	Iteration 11Q: 3 clusters Score -82314.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82315.242188 Penalty: 2253.679199
	Iteration 12Q: 3 clusters Score -82315.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82315.242188 Penalty: 2253.679199
	Iteration 13F: 3 clusters Score -82315.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Entering Unmasked Estep 
Score: -1377048.625000 Penalty: 1557.618774
	Iteration 0F: 2 clusters Score -1377049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1366955.625000 Penalty: 3115.237549
	Iteration 0F: 3 clusters Score -1366956 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1370458.250000 Penalty: 3115.237549
	Iteration 1F: 3 clusters Score -1370458 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1370835.625000 Penalty: 3115.237549
	Iteration 2F: 3 clusters Score -1370836 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1371232.125000 Penalty: 3115.237549
	Iteration 3F: 3 clusters Score -1371232 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1371631.875000 Penalty: 3115.237549
	Iteration 4F: 3 clusters Score -1371632 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1372075.375000 Penalty: 3115.237549
	Iteration 5F: 3 clusters Score -1372075 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1372563.250000 Penalty: 3115.237549
	Iteration 6F: 3 clusters Score -1372563 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1373102.500000 Penalty: 3115.237549
	Iteration 7F: 3 clusters Score -1373102 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1373585.250000 Penalty: 3115.237549
	Iteration 8F: 3 clusters Score -1373585 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1373974.750000 Penalty: 3115.237549
	Iteration 9Q: 3 clusters Score -1373975 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1374231.875000 Penalty: 3115.237549
	Iteration 10Q: 3 clusters Score -1374232 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1374379.000000 Penalty: 3115.237549
	Iteration 11Q: 3 clusters Score -1374379 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1374460.250000 Penalty: 3115.237549
	Iteration 12Q: 3 clusters Score -1374460 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1374518.750000 Penalty: 3115.237549
	Iteration 13Q: 3 clusters Score -1374519 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1374558.500000 Penalty: 3115.237549
	Iteration 14Q: 3 clusters Score -1374558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1374576.250000 Penalty: 3115.237549
	Iteration 15Q: 3 clusters Score -1374576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1374586.750000 Penalty: 3115.237549
	Iteration 16Q: 3 clusters Score -1374587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1374596.500000 Penalty: 3115.237549
	Iteration 17Q: 3 clusters Score -1374596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1374607.875000 Penalty: 3115.237549
	Iteration 18Q: 3 clusters Score -1374608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1374623.000000 Penalty: 3115.237549
	Iteration 19Q: 3 clusters Score -1374623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1374632.375000 Penalty: 3115.237549
	Iteration 20F: 3 clusters Score -1374632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1374638.250000 Penalty: 3115.237549
	Iteration 21Q: 3 clusters Score -1374638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1374649.625000 Penalty: 3115.237549
	Iteration 22Q: 3 clusters Score -1374650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1374658.875000 Penalty: 3115.237549
	Iteration 23Q: 3 clusters Score -1374659 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1374675.125000 Penalty: 3115.237549
	Iteration 24Q: 3 clusters Score -1374675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1374684.500000 Penalty: 3115.237549
	Iteration 25Q: 3 clusters Score -1374684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1374692.500000 Penalty: 3115.237549
	Iteration 26Q: 3 clusters Score -1374692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1374698.750000 Penalty: 3115.237549
	Iteration 27Q: 3 clusters Score -1374699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1374699.000000 Penalty: 3115.237549
	Iteration 28Q: 3 clusters Score -1374699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1374702.625000 Penalty: 3115.237549
	Iteration 29Q: 3 clusters Score -1374703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1374712.000000 Penalty: 3115.237549
	Iteration 30Q: 3 clusters Score -1374712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1374716.500000 Penalty: 3115.237549
	Iteration 31Q: 3 clusters Score -1374716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1374717.875000 Penalty: 3115.237549
	Iteration 32Q: 3 clusters Score -1374718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1374718.625000 Penalty: 3115.237549
	Iteration 33Q: 3 clusters Score -1374719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1374725.125000 Penalty: 3115.237549
	Iteration 34Q: 3 clusters Score -1374725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1374727.875000 Penalty: 3115.237549
	Iteration 35Q: 3 clusters Score -1374728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1374729.875000 Penalty: 3115.237549
	Iteration 36Q: 3 clusters Score -1374730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1374735.250000 Penalty: 3115.237549
	Iteration 37Q: 3 clusters Score -1374735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1374738.125000 Penalty: 3115.237549
	Iteration 38Q: 3 clusters Score -1374738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1374747.500000 Penalty: 3115.237549
	Iteration 39Q: 3 clusters Score -1374748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1374752.375000 Penalty: 3115.237549
	Iteration 40F: 3 clusters Score -1374752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1374755.125000 Penalty: 3115.237549
	Iteration 41Q: 3 clusters Score -1374755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1374761.500000 Penalty: 3115.237549
	Iteration 42Q: 3 clusters Score -1374762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1374766.375000 Penalty: 3115.237549
	Iteration 43Q: 3 clusters Score -1374766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1374765.375000 Penalty: 3115.237549
	Iteration 44Q: 3 clusters Score -1374765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1374769.125000 Penalty: 3115.237549
	Iteration 45Q: 3 clusters Score -1374769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1374777.500000 Penalty: 3115.237549
	Iteration 46Q: 3 clusters Score -1374778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1374783.125000 Penalty: 3115.237549
	Iteration 47Q: 3 clusters Score -1374783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1374785.625000 Penalty: 3115.237549
	Iteration 48Q: 3 clusters Score -1374786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1374789.625000 Penalty: 3115.237549
	Iteration 49Q: 3 clusters Score -1374790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1374793.750000 Penalty: 3115.237549
	Iteration 50Q: 3 clusters Score -1374794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1374801.750000 Penalty: 3115.237549
	Iteration 51Q: 3 clusters Score -1374802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1374808.375000 Penalty: 3115.237549
	Iteration 52Q: 3 clusters Score -1374808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1374814.875000 Penalty: 3115.237549
	Iteration 53Q: 3 clusters Score -1374815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1374817.125000 Penalty: 3115.237549
	Iteration 54Q: 3 clusters Score -1374817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1374814.250000 Penalty: 3115.237549
	Iteration 55Q: 3 clusters Score -1374814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1374816.750000 Penalty: 3115.237549
	Iteration 56Q: 3 clusters Score -1374817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1374826.000000 Penalty: 3115.237549
	Iteration 57Q: 3 clusters Score -1374826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1374829.750000 Penalty: 3115.237549
	Iteration 58Q: 3 clusters Score -1374830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1374832.375000 Penalty: 3115.237549
	Iteration 59Q: 3 clusters Score -1374832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1374834.125000 Penalty: 3115.237549
	Iteration 60F: 3 clusters Score -1374834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1374845.500000 Penalty: 3115.237549
	Iteration 61Q: 3 clusters Score -1374846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1374846.500000 Penalty: 3115.237549
	Iteration 62Q: 3 clusters Score -1374846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1374852.250000 Penalty: 3115.237549
	Iteration 63Q: 3 clusters Score -1374852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1374862.625000 Penalty: 3115.237549
	Iteration 64Q: 3 clusters Score -1374863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1374868.375000 Penalty: 3115.237549
	Iteration 65Q: 3 clusters Score -1374868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1374872.500000 Penalty: 3115.237549
	Iteration 66Q: 3 clusters Score -1374872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1374877.875000 Penalty: 3115.237549
	Iteration 67Q: 3 clusters Score -1374878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1374885.500000 Penalty: 3115.237549
	Iteration 68Q: 3 clusters Score -1374886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1374898.000000 Penalty: 3115.237549
	Iteration 69Q: 3 clusters Score -1374898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1374917.250000 Penalty: 3115.237549
	Iteration 70Q: 3 clusters Score -1374917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1374934.750000 Penalty: 3115.237549
	Iteration 71Q: 3 clusters Score -1374935 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1374955.625000 Penalty: 3115.237549
	Iteration 72Q: 3 clusters Score -1374956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1374969.625000 Penalty: 3115.237549
	Iteration 73Q: 3 clusters Score -1374970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1374983.750000 Penalty: 3115.237549
	Iteration 74Q: 3 clusters Score -1374984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1375002.875000 Penalty: 3115.237549
	Iteration 75Q: 3 clusters Score -1375003 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1375017.875000 Penalty: 3115.237549
	Iteration 76Q: 3 clusters Score -1375018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1375036.125000 Penalty: 3115.237549
	Iteration 77Q: 3 clusters Score -1375036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1375050.250000 Penalty: 3115.237549
	Iteration 78Q: 3 clusters Score -1375050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1375062.125000 Penalty: 3115.237549
	Iteration 79Q: 3 clusters Score -1375062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1375080.000000 Penalty: 3115.237549
	Iteration 80F: 3 clusters Score -1375080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1375092.125000 Penalty: 3115.237549
	Iteration 81Q: 3 clusters Score -1375092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1375105.375000 Penalty: 3115.237549
	Iteration 82Q: 3 clusters Score -1375105 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1375119.125000 Penalty: 3115.237549
	Iteration 83Q: 3 clusters Score -1375119 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1375135.375000 Penalty: 3115.237549
	Iteration 84Q: 3 clusters Score -1375135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1375154.000000 Penalty: 3115.237549
	Iteration 85Q: 3 clusters Score -1375154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1375171.125000 Penalty: 3115.237549
	Iteration 86Q: 3 clusters Score -1375171 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1375185.625000 Penalty: 3115.237549
	Iteration 87Q: 3 clusters Score -1375186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1375202.625000 Penalty: 3115.237549
	Iteration 88Q: 3 clusters Score -1375203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1375215.750000 Penalty: 3115.237549
	Iteration 89Q: 3 clusters Score -1375216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1375244.250000 Penalty: 3115.237549
	Iteration 90Q: 3 clusters Score -1375244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1375259.000000 Penalty: 3115.237549
	Iteration 91Q: 3 clusters Score -1375259 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1375287.250000 Penalty: 3115.237549
	Iteration 92Q: 3 clusters Score -1375287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1375309.875000 Penalty: 3115.237549
	Iteration 93Q: 3 clusters Score -1375310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1375327.625000 Penalty: 3115.237549
	Iteration 94Q: 3 clusters Score -1375328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1375343.375000 Penalty: 3115.237549
	Iteration 95Q: 3 clusters Score -1375343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1375368.750000 Penalty: 3115.237549
	Iteration 96Q: 3 clusters Score -1375369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1375395.500000 Penalty: 3115.237549
	Iteration 97Q: 3 clusters Score -1375396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1375417.250000 Penalty: 3115.237549
	Iteration 98Q: 3 clusters Score -1375417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1375432.250000 Penalty: 3115.237549
	Iteration 99Q: 3 clusters Score -1375432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1375451.500000 Penalty: 3115.237549
	Iteration 100F: 3 clusters Score -1375452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1375472.750000 Penalty: 3115.237549
	Iteration 101Q: 3 clusters Score -1375473 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1375491.250000 Penalty: 3115.237549
	Iteration 102Q: 3 clusters Score -1375491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1375508.375000 Penalty: 3115.237549
	Iteration 103Q: 3 clusters Score -1375508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1375530.500000 Penalty: 3115.237549
	Iteration 104Q: 3 clusters Score -1375530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1375552.375000 Penalty: 3115.237549
	Iteration 105Q: 3 clusters Score -1375552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1375578.500000 Penalty: 3115.237549
	Iteration 106Q: 3 clusters Score -1375578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1375604.750000 Penalty: 3115.237549
	Iteration 107Q: 3 clusters Score -1375605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1375628.375000 Penalty: 3115.237549
	Iteration 108Q: 3 clusters Score -1375628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1375650.625000 Penalty: 3115.237549
	Iteration 109Q: 3 clusters Score -1375651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1375671.500000 Penalty: 3115.237549
	Iteration 110Q: 3 clusters Score -1375672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1375691.875000 Penalty: 3115.237549
	Iteration 111Q: 3 clusters Score -1375692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1375705.375000 Penalty: 3115.237549
	Iteration 112Q: 3 clusters Score -1375705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1375720.375000 Penalty: 3115.237549
	Iteration 113Q: 3 clusters Score -1375720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1375742.000000 Penalty: 3115.237549
	Iteration 114Q: 3 clusters Score -1375742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1375758.750000 Penalty: 3115.237549
	Iteration 115Q: 3 clusters Score -1375759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1375769.625000 Penalty: 3115.237549
	Iteration 116Q: 3 clusters Score -1375770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1375781.250000 Penalty: 3115.237549
	Iteration 117Q: 3 clusters Score -1375781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1375793.625000 Penalty: 3115.237549
	Iteration 118Q: 3 clusters Score -1375794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1375799.875000 Penalty: 3115.237549
	Iteration 119Q: 3 clusters Score -1375800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1375806.625000 Penalty: 3115.237549
	Iteration 120F: 3 clusters Score -1375807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1375817.000000 Penalty: 3115.237549
	Iteration 121Q: 3 clusters Score -1375817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1375826.625000 Penalty: 3115.237549
	Iteration 122Q: 3 clusters Score -1375827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1375837.750000 Penalty: 3115.237549
	Iteration 123Q: 3 clusters Score -1375838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1375853.625000 Penalty: 3115.237549
	Iteration 124Q: 3 clusters Score -1375854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1375863.000000 Penalty: 3115.237549
	Iteration 125Q: 3 clusters Score -1375863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1375881.375000 Penalty: 3115.237549
	Iteration 126Q: 3 clusters Score -1375881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1375897.875000 Penalty: 3115.237549
	Iteration 127Q: 3 clusters Score -1375898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1375913.000000 Penalty: 3115.237549
	Iteration 128Q: 3 clusters Score -1375913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1375926.500000 Penalty: 3115.237549
	Iteration 129Q: 3 clusters Score -1375926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1375933.250000 Penalty: 3115.237549
	Iteration 130Q: 3 clusters Score -1375933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1375936.250000 Penalty: 3115.237549
	Iteration 131Q: 3 clusters Score -1375936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1375940.250000 Penalty: 3115.237549
	Iteration 132Q: 3 clusters Score -1375940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1375941.750000 Penalty: 3115.237549
	Iteration 133Q: 3 clusters Score -1375942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1375941.250000 Penalty: 3115.237549
	Iteration 134Q: 3 clusters Score -1375941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1375947.500000 Penalty: 3115.237549
	Iteration 135Q: 3 clusters Score -1375948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1375949.000000 Penalty: 3115.237549
	Iteration 136Q: 3 clusters Score -1375949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1375949.875000 Penalty: 3115.237549
	Iteration 137Q: 3 clusters Score -1375950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1375948.625000 Penalty: 3115.237549
	Iteration 138Q: 3 clusters Score -1375949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1375948.625000 Penalty: 3115.237549
	Iteration 139F: 3 clusters Score -1375949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Entering Unmasked Estep 
Score: -1735908.500000 Penalty: 1596.621704
	Iteration 0F: 2 clusters Score -1735908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1723136.875000 Penalty: 3193.243408
	Iteration 0F: 3 clusters Score -1723137 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1727670.250000 Penalty: 3193.243408
	Iteration 1F: 3 clusters Score -1727670 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1727964.875000 Penalty: 3193.243408
	Iteration 2Q: 3 clusters Score -1727965 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1728237.750000 Penalty: 3193.243408
	Iteration 3Q: 3 clusters Score -1728238 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1728565.625000 Penalty: 3193.243408
	Iteration 4Q: 3 clusters Score -1728566 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1728987.750000 Penalty: 3193.243408
	Iteration 5Q: 3 clusters Score -1728988 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1729571.625000 Penalty: 3193.243408
	Iteration 6F: 3 clusters Score -1729572 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1730407.750000 Penalty: 3193.243408
	Iteration 7F: 3 clusters Score -1730408 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1731471.875000 Penalty: 3193.243408
	Iteration 8F: 3 clusters Score -1731472 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1732617.750000 Penalty: 3193.243408
	Iteration 9F: 3 clusters Score -1732618 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1733559.875000 Penalty: 3193.243408
	Iteration 10F: 3 clusters Score -1733560 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1734065.000000 Penalty: 3193.243408
	Iteration 11Q: 3 clusters Score -1734065 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1734352.750000 Penalty: 3193.243408
	Iteration 12Q: 3 clusters Score -1734353 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1734475.500000 Penalty: 3193.243408
	Iteration 13Q: 3 clusters Score -1734476 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1734546.875000 Penalty: 3193.243408
	Iteration 14Q: 3 clusters Score -1734547 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1734594.375000 Penalty: 3193.243408
	Iteration 15Q: 3 clusters Score -1734594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1734622.125000 Penalty: 3193.243408
	Iteration 16Q: 3 clusters Score -1734622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1734650.125000 Penalty: 3193.243408
	Iteration 17Q: 3 clusters Score -1734650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1734665.750000 Penalty: 3193.243408
	Iteration 18Q: 3 clusters Score -1734666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1734674.750000 Penalty: 3193.243408
	Iteration 19Q: 3 clusters Score -1734675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1734691.750000 Penalty: 3193.243408
	Iteration 20F: 3 clusters Score -1734692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1734701.875000 Penalty: 3193.243408
	Iteration 21Q: 3 clusters Score -1734702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1734720.375000 Penalty: 3193.243408
	Iteration 22Q: 3 clusters Score -1734720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1734730.375000 Penalty: 3193.243408
	Iteration 23Q: 3 clusters Score -1734730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1734749.125000 Penalty: 3193.243408
	Iteration 24Q: 3 clusters Score -1734749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1734750.500000 Penalty: 3193.243408
	Iteration 25Q: 3 clusters Score -1734750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1734760.500000 Penalty: 3193.243408
	Iteration 26Q: 3 clusters Score -1734760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1734768.125000 Penalty: 3193.243408
	Iteration 27Q: 3 clusters Score -1734768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1734772.125000 Penalty: 3193.243408
	Iteration 28Q: 3 clusters Score -1734772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1734777.750000 Penalty: 3193.243408
	Iteration 29Q: 3 clusters Score -1734778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1734780.750000 Penalty: 3193.243408
	Iteration 30Q: 3 clusters Score -1734781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1734784.375000 Penalty: 3193.243408
	Iteration 31Q: 3 clusters Score -1734784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1734788.000000 Penalty: 3193.243408
	Iteration 32Q: 3 clusters Score -1734788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1734796.000000 Penalty: 3193.243408
	Iteration 33Q: 3 clusters Score -1734796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1734800.375000 Penalty: 3193.243408
	Iteration 34Q: 3 clusters Score -1734800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1734806.375000 Penalty: 3193.243408
	Iteration 35Q: 3 clusters Score -1734806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1734804.625000 Penalty: 3193.243408
	Iteration 36Q: 3 clusters Score -1734805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1734812.125000 Penalty: 3193.243408
	Iteration 37Q: 3 clusters Score -1734812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1734808.250000 Penalty: 3193.243408
	Iteration 38Q: 3 clusters Score -1734808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1734813.875000 Penalty: 3193.243408
	Iteration 39Q: 3 clusters Score -1734814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1734813.125000 Penalty: 3193.243408
	Iteration 40F: 3 clusters Score -1734813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1734814.875000 Penalty: 3193.243408
	Iteration 41Q: 3 clusters Score -1734815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1734814.375000 Penalty: 3193.243408
	Iteration 42Q: 3 clusters Score -1734814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1734817.500000 Penalty: 3193.243408
	Iteration 43Q: 3 clusters Score -1734818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1734816.625000 Penalty: 3193.243408
	Iteration 44Q: 3 clusters Score -1734817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1734820.750000 Penalty: 3193.243408
	Iteration 45Q: 3 clusters Score -1734821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1734823.625000 Penalty: 3193.243408
	Iteration 46Q: 3 clusters Score -1734824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1734830.875000 Penalty: 3193.243408
	Iteration 47Q: 3 clusters Score -1734831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1734830.625000 Penalty: 3193.243408
	Iteration 48Q: 3 clusters Score -1734831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1734827.125000 Penalty: 3193.243408
	Iteration 49Q: 3 clusters Score -1734827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1734829.750000 Penalty: 3193.243408
	Iteration 50Q: 3 clusters Score -1734830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1734828.875000 Penalty: 3193.243408
	Iteration 51Q: 3 clusters Score -1734829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1734829.875000 Penalty: 3193.243408
	Iteration 52Q: 3 clusters Score -1734830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1734832.125000 Penalty: 3193.243408
	Iteration 53Q: 3 clusters Score -1734832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1734831.250000 Penalty: 3193.243408
	Iteration 54Q: 3 clusters Score -1734831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1734832.625000 Penalty: 3193.243408
	Iteration 55Q: 3 clusters Score -1734833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1734834.125000 Penalty: 3193.243408
	Iteration 56Q: 3 clusters Score -1734834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1734835.500000 Penalty: 3193.243408
	Iteration 57Q: 3 clusters Score -1734836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1734834.375000 Penalty: 3193.243408
	Iteration 58Q: 3 clusters Score -1734834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1734840.500000 Penalty: 3193.243408
	Iteration 59Q: 3 clusters Score -1734840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1734841.750000 Penalty: 3193.243408
	Iteration 60F: 3 clusters Score -1734842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1734842.250000 Penalty: 3193.243408
	Iteration 61Q: 3 clusters Score -1734842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1734845.500000 Penalty: 3193.243408
	Iteration 62Q: 3 clusters Score -1734846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1734847.500000 Penalty: 3193.243408
	Iteration 63Q: 3 clusters Score -1734848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1734848.250000 Penalty: 3193.243408
	Iteration 64Q: 3 clusters Score -1734848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1734848.875000 Penalty: 3193.243408
	Iteration 65Q: 3 clusters Score -1734849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1734851.500000 Penalty: 3193.243408
	Iteration 66Q: 3 clusters Score -1734852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1734850.625000 Penalty: 3193.243408
	Iteration 67Q: 3 clusters Score -1734851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1734850.625000 Penalty: 3193.243408
	Iteration 68F: 3 clusters Score -1734851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Entering Unmasked Estep 
Score: -5756799.500000 Penalty: 1792.080811
	Iteration 0F: 2 clusters Score -5756800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -5715364.000000 Penalty: 3584.161621
	Iteration 0F: 3 clusters Score -5715364 nChanged 29247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -5732383.500000 Penalty: 3584.161621
	Iteration 1F: 3 clusters Score -5732384 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5733058.000000 Penalty: 3584.161621
	Iteration 2Q: 3 clusters Score -5733058 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -5734094.000000 Penalty: 3584.161621
	Iteration 3Q: 3 clusters Score -5734094 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -5735657.000000 Penalty: 3584.161621
	Iteration 4F: 3 clusters Score -5735657 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5738095.000000 Penalty: 3584.161621
	Iteration 5F: 3 clusters Score -5738095 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -5741459.500000 Penalty: 3584.161621
	Iteration 6F: 3 clusters Score -5741460 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -5745595.000000 Penalty: 3584.161621
	Iteration 7F: 3 clusters Score -5745595 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -5749382.000000 Penalty: 3584.161621
	Iteration 8F: 3 clusters Score -5749382 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -5752005.000000 Penalty: 3584.161621
	Iteration 9Q: 3 clusters Score -5752005 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -5753590.500000 Penalty: 3584.161621
	Iteration 10Q: 3 clusters Score -5753590 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -5754382.000000 Penalty: 3584.161621
	Iteration 11Q: 3 clusters Score -5754382 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -5754780.500000 Penalty: 3584.161621
	Iteration 12Q: 3 clusters Score -5754780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -5754969.500000 Penalty: 3584.161621
	Iteration 13Q: 3 clusters Score -5754970 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -5755072.500000 Penalty: 3584.161621
	Iteration 14Q: 3 clusters Score -5755072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -5755142.000000 Penalty: 3584.161621
	Iteration 15Q: 3 clusters Score -5755142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -5755184.500000 Penalty: 3584.161621
	Iteration 16Q: 3 clusters Score -5755184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -5755226.000000 Penalty: 3584.161621
	Iteration 17Q: 3 clusters Score -5755226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -5755238.500000 Penalty: 3584.161621
	Iteration 18Q: 3 clusters Score -5755238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -5755260.000000 Penalty: 3584.161621
	Iteration 19Q: 3 clusters Score -5755260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -5755269.500000 Penalty: 3584.161621
	Iteration 20F: 3 clusters Score -5755270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -5755280.500000 Penalty: 3584.161621
	Iteration 21Q: 3 clusters Score -5755280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -5755286.000000 Penalty: 3584.161621
	Iteration 22Q: 3 clusters Score -5755286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -5755287.500000 Penalty: 3584.161621
	Iteration 23Q: 3 clusters Score -5755288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -5755290.000000 Penalty: 3584.161621
	Iteration 24Q: 3 clusters Score -5755290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -5755290.000000 Penalty: 3584.161621
	Iteration 25F: 3 clusters Score -5755290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Entering Unmasked Estep 
Score: -2626756.500000 Penalty: 1663.871460
	Iteration 0F: 2 clusters Score -2626756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2607877.750000 Penalty: 3327.742920
	Iteration 0F: 3 clusters Score -2607878 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2614867.500000 Penalty: 3327.742920
	Iteration 1F: 3 clusters Score -2614868 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2615233.000000 Penalty: 3327.742920
	Iteration 2Q: 3 clusters Score -2615233 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2615629.500000 Penalty: 3327.742920
	Iteration 3Q: 3 clusters Score -2615630 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2616171.250000 Penalty: 3327.742920
	Iteration 4Q: 3 clusters Score -2616171 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2617063.250000 Penalty: 3327.742920
	Iteration 5F: 3 clusters Score -2617063 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2618416.750000 Penalty: 3327.742920
	Iteration 6F: 3 clusters Score -2618417 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2620291.000000 Penalty: 3327.742920
	Iteration 7F: 3 clusters Score -2620291 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2622265.000000 Penalty: 3327.742920
	Iteration 8F: 3 clusters Score -2622265 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2623888.750000 Penalty: 3327.742920
	Iteration 9F: 3 clusters Score -2623889 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2624643.500000 Penalty: 3327.742920
	Iteration 10Q: 3 clusters Score -2624644 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2624982.250000 Penalty: 3327.742920
	Iteration 11Q: 3 clusters Score -2624982 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2625123.500000 Penalty: 3327.742920
	Iteration 12Q: 3 clusters Score -2625124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2625212.750000 Penalty: 3327.742920
	Iteration 13Q: 3 clusters Score -2625213 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2625267.000000 Penalty: 3327.742920
	Iteration 14Q: 3 clusters Score -2625267 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2625301.250000 Penalty: 3327.742920
	Iteration 15Q: 3 clusters Score -2625301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2625320.000000 Penalty: 3327.742920
	Iteration 16Q: 3 clusters Score -2625320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2625354.750000 Penalty: 3327.742920
	Iteration 17Q: 3 clusters Score -2625355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2625367.500000 Penalty: 3327.742920
	Iteration 18Q: 3 clusters Score -2625368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2625400.750000 Penalty: 3327.742920
	Iteration 19Q: 3 clusters Score -2625401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2625425.000000 Penalty: 3327.742920
	Iteration 20F: 3 clusters Score -2625425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2625444.000000 Penalty: 3327.742920
	Iteration 21Q: 3 clusters Score -2625444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2625450.500000 Penalty: 3327.742920
	Iteration 22Q: 3 clusters Score -2625450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2625465.750000 Penalty: 3327.742920
	Iteration 23Q: 3 clusters Score -2625466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2625482.250000 Penalty: 3327.742920
	Iteration 24Q: 3 clusters Score -2625482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2625491.000000 Penalty: 3327.742920
	Iteration 25Q: 3 clusters Score -2625491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2625505.500000 Penalty: 3327.742920
	Iteration 26Q: 3 clusters Score -2625506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2625513.750000 Penalty: 3327.742920
	Iteration 27Q: 3 clusters Score -2625514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2625524.250000 Penalty: 3327.742920
	Iteration 28Q: 3 clusters Score -2625524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2625523.750000 Penalty: 3327.742920
	Iteration 29Q: 3 clusters Score -2625524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2625527.750000 Penalty: 3327.742920
	Iteration 30Q: 3 clusters Score -2625528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2625536.500000 Penalty: 3327.742920
	Iteration 31Q: 3 clusters Score -2625536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2625544.250000 Penalty: 3327.742920
	Iteration 32Q: 3 clusters Score -2625544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2625542.250000 Penalty: 3327.742920
	Iteration 33Q: 3 clusters Score -2625542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2625542.750000 Penalty: 3327.742920
	Iteration 34Q: 3 clusters Score -2625543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2625547.000000 Penalty: 3327.742920
	Iteration 35Q: 3 clusters Score -2625547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2625543.500000 Penalty: 3327.742920
	Iteration 36Q: 3 clusters Score -2625544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2625546.250000 Penalty: 3327.742920
	Iteration 37Q: 3 clusters Score -2625546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2625549.250000 Penalty: 3327.742920
	Iteration 38Q: 3 clusters Score -2625549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2625550.000000 Penalty: 3327.742920
	Iteration 39Q: 3 clusters Score -2625550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2625549.750000 Penalty: 3327.742920
	Iteration 40F: 3 clusters Score -2625550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2625556.250000 Penalty: 3327.742920
	Iteration 41Q: 3 clusters Score -2625556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2625554.750000 Penalty: 3327.742920
	Iteration 42Q: 3 clusters Score -2625555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2625559.750000 Penalty: 3327.742920
	Iteration 43Q: 3 clusters Score -2625560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2625560.250000 Penalty: 3327.742920
	Iteration 44Q: 3 clusters Score -2625560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2625560.000000 Penalty: 3327.742920
	Iteration 45Q: 3 clusters Score -2625560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2625558.000000 Penalty: 3327.742920
	Iteration 46Q: 3 clusters Score -2625558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2625557.750000 Penalty: 3327.742920
	Iteration 47Q: 3 clusters Score -2625558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2625559.500000 Penalty: 3327.742920
	Iteration 48Q: 3 clusters Score -2625560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2625562.500000 Penalty: 3327.742920
	Iteration 49Q: 3 clusters Score -2625562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2625567.750000 Penalty: 3327.742920
	Iteration 50Q: 3 clusters Score -2625568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2625566.750000 Penalty: 3327.742920
	Iteration 51Q: 3 clusters Score -2625567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2625562.750000 Penalty: 3327.742920
	Iteration 52Q: 3 clusters Score -2625563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2625570.250000 Penalty: 3327.742920
	Iteration 53Q: 3 clusters Score -2625570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2625570.250000 Penalty: 3327.742920
	Iteration 54F: 3 clusters Score -2625570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Entering Unmasked Estep 
Score: -558810.625000 Penalty: 1422.320190
	Iteration 0F: 2 clusters Score -558810.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -553989.000000 Penalty: 2844.640381
	Iteration 0F: 3 clusters Score -553989 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -555281.562500 Penalty: 2844.640381
	Iteration 1F: 3 clusters Score -555281.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -555513.125000 Penalty: 2844.640381
	Iteration 2F: 3 clusters Score -555513.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -555667.000000 Penalty: 2844.640381
	Iteration 3F: 3 clusters Score -555667 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -555800.875000 Penalty: 2844.640381
	Iteration 4Q: 3 clusters Score -555800.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -555941.812500 Penalty: 2844.640381
	Iteration 5Q: 3 clusters Score -555941.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -556094.125000 Penalty: 2844.640381
	Iteration 6Q: 3 clusters Score -556094.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -556255.937500 Penalty: 2844.640381
	Iteration 7Q: 3 clusters Score -556255.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -556415.250000 Penalty: 2844.640381
	Iteration 8Q: 3 clusters Score -556415.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -556606.125000 Penalty: 2844.640381
	Iteration 9Q: 3 clusters Score -556606.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -556799.125000 Penalty: 2844.640381
	Iteration 10Q: 3 clusters Score -556799.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -557003.312500 Penalty: 2844.640381
	Iteration 11Q: 3 clusters Score -557003.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -557225.375000 Penalty: 2844.640381
	Iteration 12Q: 3 clusters Score -557225.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -557451.062500 Penalty: 2844.640381
	Iteration 13Q: 3 clusters Score -557451.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -557655.687500 Penalty: 2844.640381
	Iteration 14Q: 3 clusters Score -557655.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -557765.062500 Penalty: 2844.640381
	Iteration 15Q: 3 clusters Score -557765.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -557814.250000 Penalty: 2844.640381
	Iteration 16Q: 3 clusters Score -557814.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -557827.750000 Penalty: 2844.640381
	Iteration 17Q: 3 clusters Score -557827.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -557835.687500 Penalty: 2844.640381
	Iteration 18Q: 3 clusters Score -557835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -557838.062500 Penalty: 2844.640381
	Iteration 19Q: 3 clusters Score -557838.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -557839.500000 Penalty: 2844.640381
	Iteration 20F: 3 clusters Score -557839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -557840.312500 Penalty: 2844.640381
	Iteration 21Q: 3 clusters Score -557840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -557840.750000 Penalty: 2844.640381
	Iteration 22Q: 3 clusters Score -557840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -557840.750000 Penalty: 2844.640381
	Iteration 23Q: 3 clusters Score -557840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -557840.750000 Penalty: 2844.640381
	Iteration 24F: 3 clusters Score -557840.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Entering Unmasked Estep 
Score: -2149540.750000 Penalty: 1637.543091
	Iteration 0F: 2 clusters Score -2149541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2133461.750000 Penalty: 3275.086182
	Iteration 0F: 3 clusters Score -2133462 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2139382.750000 Penalty: 3275.086182
	Iteration 1F: 3 clusters Score -2139383 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2139779.750000 Penalty: 3275.086182
	Iteration 2Q: 3 clusters Score -2139780 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2140157.750000 Penalty: 3275.086182
	Iteration 3Q: 3 clusters Score -2140158 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2140517.000000 Penalty: 3275.086182
	Iteration 4Q: 3 clusters Score -2140517 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2140954.000000 Penalty: 3275.086182
	Iteration 5Q: 3 clusters Score -2140954 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2141543.500000 Penalty: 3275.086182
	Iteration 6F: 3 clusters Score -2141544 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2142327.750000 Penalty: 3275.086182
	Iteration 7F: 3 clusters Score -2142328 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2143387.750000 Penalty: 3275.086182
	Iteration 8F: 3 clusters Score -2143388 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2144673.000000 Penalty: 3275.086182
	Iteration 9F: 3 clusters Score -2144673 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2145962.250000 Penalty: 3275.086182
	Iteration 10F: 3 clusters Score -2145962 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2146920.000000 Penalty: 3275.086182
	Iteration 11Q: 3 clusters Score -2146920 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2147473.000000 Penalty: 3275.086182
	Iteration 12Q: 3 clusters Score -2147473 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2147746.750000 Penalty: 3275.086182
	Iteration 13Q: 3 clusters Score -2147747 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2147890.250000 Penalty: 3275.086182
	Iteration 14Q: 3 clusters Score -2147890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2147965.500000 Penalty: 3275.086182
	Iteration 15Q: 3 clusters Score -2147966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2148008.750000 Penalty: 3275.086182
	Iteration 16Q: 3 clusters Score -2148009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2148035.500000 Penalty: 3275.086182
	Iteration 17Q: 3 clusters Score -2148036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2148060.250000 Penalty: 3275.086182
	Iteration 18Q: 3 clusters Score -2148060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2148073.750000 Penalty: 3275.086182
	Iteration 19Q: 3 clusters Score -2148074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2148094.500000 Penalty: 3275.086182
	Iteration 20F: 3 clusters Score -2148094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2148102.750000 Penalty: 3275.086182
	Iteration 21Q: 3 clusters Score -2148103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2148115.000000 Penalty: 3275.086182
	Iteration 22Q: 3 clusters Score -2148115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2148127.750000 Penalty: 3275.086182
	Iteration 23Q: 3 clusters Score -2148128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2148139.250000 Penalty: 3275.086182
	Iteration 24Q: 3 clusters Score -2148139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2148139.750000 Penalty: 3275.086182
	Iteration 25Q: 3 clusters Score -2148140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2148145.750000 Penalty: 3275.086182
	Iteration 26Q: 3 clusters Score -2148146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2148153.500000 Penalty: 3275.086182
	Iteration 27Q: 3 clusters Score -2148154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2148162.750000 Penalty: 3275.086182
	Iteration 28Q: 3 clusters Score -2148163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2148169.250000 Penalty: 3275.086182
	Iteration 29Q: 3 clusters Score -2148169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2148169.250000 Penalty: 3275.086182
	Iteration 30Q: 3 clusters Score -2148169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2148178.750000 Penalty: 3275.086182
	Iteration 31Q: 3 clusters Score -2148179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2148183.250000 Penalty: 3275.086182
	Iteration 32Q: 3 clusters Score -2148183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2148186.000000 Penalty: 3275.086182
	Iteration 33Q: 3 clusters Score -2148186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2148188.750000 Penalty: 3275.086182
	Iteration 34Q: 3 clusters Score -2148189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2148192.000000 Penalty: 3275.086182
	Iteration 35Q: 3 clusters Score -2148192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2148195.250000 Penalty: 3275.086182
	Iteration 36Q: 3 clusters Score -2148195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2148199.000000 Penalty: 3275.086182
	Iteration 37Q: 3 clusters Score -2148199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2148196.000000 Penalty: 3275.086182
	Iteration 38Q: 3 clusters Score -2148196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2148197.500000 Penalty: 3275.086182
	Iteration 39Q: 3 clusters Score -2148198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2148198.000000 Penalty: 3275.086182
	Iteration 40F: 3 clusters Score -2148198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2148200.750000 Penalty: 3275.086182
	Iteration 41Q: 3 clusters Score -2148201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2148206.750000 Penalty: 3275.086182
	Iteration 42Q: 3 clusters Score -2148207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2148207.250000 Penalty: 3275.086182
	Iteration 43Q: 3 clusters Score -2148207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2148206.500000 Penalty: 3275.086182
	Iteration 44Q: 3 clusters Score -2148206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2148209.250000 Penalty: 3275.086182
	Iteration 45Q: 3 clusters Score -2148209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2148210.500000 Penalty: 3275.086182
	Iteration 46Q: 3 clusters Score -2148210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2148210.500000 Penalty: 3275.086182
	Iteration 47F: 3 clusters Score -2148210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (325745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325745 members 
Entering Unmasked Estep 
Score: -29769510.000000 Penalty: 2062.753906
	Iteration 0F: 2 clusters Score -2.976951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 162211 members 
Entering Unmasked Estep 
Score: -29561694.000000 Penalty: 4125.507812
	Iteration 0F: 3 clusters Score -2.956169e+07 nChanged 159111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180905 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -29658348.000000 Penalty: 4125.507812
	Iteration 1F: 3 clusters Score -2.965835e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191877 members 
Mstep: Class 2 contains 133868 members 
Entering Unmasked Estep 
Score: -29662470.000000 Penalty: 4125.507812
	Iteration 2Q: 3 clusters Score -2.966247e+07 nChanged 16936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208439 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -29671066.000000 Penalty: 4125.507812
	Iteration 3F: 3 clusters Score -2.967107e+07 nChanged 23757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232142 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -29687810.000000 Penalty: 4125.507812
	Iteration 4F: 3 clusters Score -2.968781e+07 nChanged 29920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262060 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -29713678.000000 Penalty: 4125.507812
	Iteration 5F: 3 clusters Score -2.971368e+07 nChanged 30060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292120 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -29744250.000000 Penalty: 4125.507812
	Iteration 6F: 3 clusters Score -2.974425e+07 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313400 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -29760986.000000 Penalty: 4125.507812
	Iteration 7F: 3 clusters Score -2.976099e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322660 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -29766092.000000 Penalty: 4125.507812
	Iteration 8Q: 3 clusters Score -2.976609e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325051 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -29767118.000000 Penalty: 4125.507812
	Iteration 9Q: 3 clusters Score -2.976712e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325540 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29767456.000000 Penalty: 4125.507812
	Iteration 10Q: 3 clusters Score -2.976746e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325627 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29767554.000000 Penalty: 4125.507812
	Iteration 11Q: 3 clusters Score -2.976755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325643 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29767610.000000 Penalty: 4125.507812
	Iteration 12Q: 3 clusters Score -2.976761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325646 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29767606.000000 Penalty: 4125.507812
	Iteration 13Q: 3 clusters Score -2.976761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325645 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29767608.000000 Penalty: 4125.507812
	Iteration 14Q: 3 clusters Score -2.976761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325644 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29767604.000000 Penalty: 4125.507812
	Iteration 15Q: 3 clusters Score -2.97676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325645 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29767600.000000 Penalty: 4125.507812
	Iteration 16Q: 3 clusters Score -2.97676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325645 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29767600.000000 Penalty: 4125.507812
	Iteration 17F: 3 clusters Score -2.97676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36999 members 
Mstep: Class 4 contains 44055 members 
Mstep: Class 5 contains 1027 members 
Mstep: Class 6 contains 14550 members 
Mstep: Class 7 contains 18497 members 
Mstep: Class 9 contains 61586 members 
Mstep: Class 13 contains 27979 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 18 contains 23794 members 
Mstep: Class 19 contains 325745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539892.000000 Penalty: 25952.548828
Iteration 159Q: 13 clusters Score -5.453989e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36989 members 
Mstep: Class 4 contains 44046 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 14553 members 
Mstep: Class 7 contains 18531 members 
Mstep: Class 9 contains 61583 members 
Mstep: Class 13 contains 27991 members 
Mstep: Class 15 contains 6327 members 
Mstep: Class 18 contains 23785 members 
Mstep: Class 19 contains 325720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539936.000000 Penalty: 25952.548828
Iteration 160F: 13 clusters Score -5.453994e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36980 members 
Mstep: Class 4 contains 44040 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 14557 members 
Mstep: Class 7 contains 18562 members 
Mstep: Class 9 contains 61579 members 
Mstep: Class 13 contains 28003 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23777 members 
Mstep: Class 19 contains 325698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539940.000000 Penalty: 25952.548828
Iteration 161Q: 13 clusters Score -5.453994e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36974 members 
Mstep: Class 4 contains 44033 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 14561 members 
Mstep: Class 7 contains 18598 members 
Mstep: Class 9 contains 61574 members 
Mstep: Class 13 contains 28015 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23763 members 
Mstep: Class 19 contains 325673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539924.000000 Penalty: 25952.548828
Iteration 162Q: 13 clusters Score -5.453992e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36965 members 
Mstep: Class 4 contains 44026 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 14563 members 
Mstep: Class 7 contains 18647 members 
Mstep: Class 9 contains 61567 members 
Mstep: Class 13 contains 28028 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 325635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540048.000000 Penalty: 25952.548828
Iteration 163Q: 13 clusters Score -5.454005e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36956 members 
Mstep: Class 4 contains 44013 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 14567 members 
Mstep: Class 7 contains 18689 members 
Mstep: Class 9 contains 61561 members 
Mstep: Class 13 contains 28043 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 325598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540008.000000 Penalty: 25952.548828
Iteration 164Q: 13 clusters Score -5.454001e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36956 members 
Mstep: Class 4 contains 43999 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 14572 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 9 contains 61556 members 
Mstep: Class 13 contains 28054 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23751 members 
Mstep: Class 19 contains 325551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540004.000000 Penalty: 25952.548828
Iteration 165Q: 13 clusters Score -5.454e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36953 members 
Mstep: Class 4 contains 43986 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 14580 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 9 contains 61555 members 
Mstep: Class 13 contains 28071 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23749 members 
Mstep: Class 19 contains 325501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540036.000000 Penalty: 25952.548828
Iteration 166Q: 13 clusters Score -5.454004e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36953 members 
Mstep: Class 4 contains 43973 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 14584 members 
Mstep: Class 7 contains 18816 members 
Mstep: Class 9 contains 61547 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23747 members 
Mstep: Class 19 contains 325455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540036.000000 Penalty: 25952.548828
Iteration 167Q: 13 clusters Score -5.454004e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36949 members 
Mstep: Class 4 contains 43962 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 18848 members 
Mstep: Class 9 contains 61550 members 
Mstep: Class 13 contains 28113 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23741 members 
Mstep: Class 19 contains 325413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540032.000000 Penalty: 25952.548828
Iteration 168Q: 13 clusters Score -5.454003e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36946 members 
Mstep: Class 4 contains 43941 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 14588 members 
Mstep: Class 7 contains 18886 members 
Mstep: Class 9 contains 61555 members 
Mstep: Class 13 contains 28133 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23736 members 
Mstep: Class 19 contains 325378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540088.000000 Penalty: 25952.548828
Iteration 169Q: 13 clusters Score -5.454009e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36945 members 
Mstep: Class 4 contains 43922 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 18930 members 
Mstep: Class 9 contains 61555 members 
Mstep: Class 13 contains 28158 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23728 members 
Mstep: Class 19 contains 325327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540000.000000 Penalty: 25952.548828
Iteration 170Q: 13 clusters Score -5.454e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36944 members 
Mstep: Class 4 contains 43907 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 14588 members 
Mstep: Class 7 contains 18970 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 13 contains 28193 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 18 contains 23720 members 
Mstep: Class 19 contains 325262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539960.000000 Penalty: 25952.548828
Iteration 171Q: 13 clusters Score -5.453996e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36941 members 
Mstep: Class 4 contains 43893 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 9 contains 61562 members 
Mstep: Class 13 contains 28218 members 
Mstep: Class 15 contains 6323 members 
Mstep: Class 18 contains 23715 members 
Mstep: Class 19 contains 325217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539976.000000 Penalty: 25952.548828
Iteration 172Q: 13 clusters Score -5.453998e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36938 members 
Mstep: Class 4 contains 43882 members 
Mstep: Class 5 contains 1030 members 
Mstep: Class 6 contains 14588 members 
Mstep: Class 7 contains 19034 members 
Mstep: Class 9 contains 61560 members 
Mstep: Class 13 contains 28240 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 18 contains 23710 members 
Mstep: Class 19 contains 325181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540008.000000 Penalty: 25952.548828
Iteration 173Q: 13 clusters Score -5.454001e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36939 members 
Mstep: Class 4 contains 43872 members 
Mstep: Class 5 contains 1031 members 
Mstep: Class 6 contains 14591 members 
Mstep: Class 7 contains 19054 members 
Mstep: Class 9 contains 61556 members 
Mstep: Class 13 contains 28260 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 18 contains 23703 members 
Mstep: Class 19 contains 325149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540056.000000 Penalty: 25952.548828
Iteration 174Q: 13 clusters Score -5.454006e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36939 members 
Mstep: Class 4 contains 43866 members 
Mstep: Class 5 contains 1034 members 
Mstep: Class 6 contains 14593 members 
Mstep: Class 7 contains 19066 members 
Mstep: Class 9 contains 61552 members 
Mstep: Class 13 contains 28275 members 
Mstep: Class 15 contains 6321 members 
Mstep: Class 18 contains 23695 members 
Mstep: Class 19 contains 325125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540060.000000 Penalty: 25952.548828
Iteration 175Q: 13 clusters Score -5.454006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36940 members 
Mstep: Class 4 contains 43863 members 
Mstep: Class 5 contains 1034 members 
Mstep: Class 6 contains 14597 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 9 contains 61550 members 
Mstep: Class 13 contains 28287 members 
Mstep: Class 15 contains 6321 members 
Mstep: Class 18 contains 23686 members 
Mstep: Class 19 contains 325108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540108.000000 Penalty: 25952.548828
Iteration 176Q: 13 clusters Score -5.454011e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36942 members 
Mstep: Class 4 contains 43861 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14602 members 
Mstep: Class 7 contains 19084 members 
Mstep: Class 9 contains 61548 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 18 contains 23681 members 
Mstep: Class 19 contains 325078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540136.000000 Penalty: 25952.548828
Iteration 177Q: 13 clusters Score -5.454014e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36944 members 
Mstep: Class 4 contains 43858 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14606 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 9 contains 61544 members 
Mstep: Class 13 contains 28305 members 
Mstep: Class 15 contains 6317 members 
Mstep: Class 18 contains 23681 members 
Mstep: Class 19 contains 325050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540176.000000 Penalty: 25952.548828
Iteration 178Q: 13 clusters Score -5.454018e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36946 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 9 contains 61545 members 
Mstep: Class 13 contains 28308 members 
Mstep: Class 15 contains 6316 members 
Mstep: Class 18 contains 23679 members 
Mstep: Class 19 contains 325032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540204.000000 Penalty: 25952.548828
Iteration 179Q: 13 clusters Score -5.45402e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36945 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14611 members 
Mstep: Class 7 contains 19113 members 
Mstep: Class 9 contains 61546 members 
Mstep: Class 13 contains 28309 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 18 contains 23679 members 
Mstep: Class 19 contains 325012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540236.000000 Penalty: 25952.548828
Iteration 180F: 13 clusters Score -5.454024e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36947 members 
Mstep: Class 4 contains 43841 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14611 members 
Mstep: Class 7 contains 19124 members 
Mstep: Class 9 contains 61548 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 18 contains 23678 members 
Mstep: Class 19 contains 324997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540256.000000 Penalty: 25952.548828
Iteration 181Q: 13 clusters Score -5.454026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36945 members 
Mstep: Class 4 contains 43837 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 19129 members 
Mstep: Class 9 contains 61546 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 18 contains 23678 members 
Mstep: Class 19 contains 324993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540276.000000 Penalty: 25952.548828
Iteration 182Q: 13 clusters Score -5.454028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36944 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14615 members 
Mstep: Class 7 contains 19135 members 
Mstep: Class 9 contains 61543 members 
Mstep: Class 13 contains 28318 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 18 contains 23678 members 
Mstep: Class 19 contains 324984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540284.000000 Penalty: 25952.548828
Iteration 183Q: 13 clusters Score -5.454028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36942 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 19137 members 
Mstep: Class 9 contains 61543 members 
Mstep: Class 13 contains 28321 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 18 contains 23677 members 
Mstep: Class 19 contains 324974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540268.000000 Penalty: 25952.548828
Iteration 184Q: 13 clusters Score -5.454027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36940 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 19138 members 
Mstep: Class 9 contains 61542 members 
Mstep: Class 13 contains 28326 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 18 contains 23675 members 
Mstep: Class 19 contains 324964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540288.000000 Penalty: 25952.548828
Iteration 185Q: 13 clusters Score -5.454029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36939 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 19140 members 
Mstep: Class 9 contains 61539 members 
Mstep: Class 13 contains 28328 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 18 contains 23672 members 
Mstep: Class 19 contains 324962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540328.000000 Penalty: 25952.548828
Iteration 186Q: 13 clusters Score -5.454033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36938 members 
Mstep: Class 4 contains 43831 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14623 members 
Mstep: Class 7 contains 19142 members 
Mstep: Class 9 contains 61538 members 
Mstep: Class 13 contains 28328 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 18 contains 23671 members 
Mstep: Class 19 contains 324948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540356.000000 Penalty: 25952.548828
Iteration 187Q: 13 clusters Score -5.454036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36937 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14621 members 
Mstep: Class 7 contains 19143 members 
Mstep: Class 9 contains 61534 members 
Mstep: Class 13 contains 28328 members 
Mstep: Class 15 contains 6313 members 
Mstep: Class 18 contains 23667 members 
Mstep: Class 19 contains 324953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540304.000000 Penalty: 25952.548828
Iteration 188Q: 13 clusters Score -5.45403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36937 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 19145 members 
Mstep: Class 9 contains 61527 members 
Mstep: Class 13 contains 28330 members 
Mstep: Class 15 contains 6312 members 
Mstep: Class 18 contains 23661 members 
Mstep: Class 19 contains 324960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540272.000000 Penalty: 25952.548828
Iteration 189Q: 13 clusters Score -5.454027e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36936 members 
Mstep: Class 4 contains 43829 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14627 members 
Mstep: Class 7 contains 19146 members 
Mstep: Class 9 contains 61520 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 15 contains 6311 members 
Mstep: Class 18 contains 23658 members 
Mstep: Class 19 contains 324956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540268.000000 Penalty: 25952.548828
Iteration 190Q: 13 clusters Score -5.454027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36937 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14633 members 
Mstep: Class 7 contains 19146 members 
Mstep: Class 9 contains 61514 members 
Mstep: Class 13 contains 28334 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23654 members 
Mstep: Class 19 contains 324952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540300.000000 Penalty: 25952.548828
Iteration 191Q: 13 clusters Score -5.45403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36937 members 
Mstep: Class 4 contains 43823 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14635 members 
Mstep: Class 7 contains 19148 members 
Mstep: Class 9 contains 61510 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23648 members 
Mstep: Class 19 contains 324953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540280.000000 Penalty: 25952.548828
Iteration 192Q: 13 clusters Score -5.454028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36938 members 
Mstep: Class 4 contains 43821 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14638 members 
Mstep: Class 7 contains 19152 members 
Mstep: Class 9 contains 61503 members 
Mstep: Class 13 contains 28338 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23646 members 
Mstep: Class 19 contains 324943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540328.000000 Penalty: 25952.548828
Iteration 193Q: 13 clusters Score -5.454033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36936 members 
Mstep: Class 4 contains 43820 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14645 members 
Mstep: Class 7 contains 19154 members 
Mstep: Class 9 contains 61494 members 
Mstep: Class 13 contains 28341 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23646 members 
Mstep: Class 19 contains 324938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540304.000000 Penalty: 25952.548828
Iteration 194Q: 13 clusters Score -5.45403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36935 members 
Mstep: Class 4 contains 43816 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 14654 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 9 contains 61486 members 
Mstep: Class 13 contains 28343 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23645 members 
Mstep: Class 19 contains 324939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540340.000000 Penalty: 25952.548828
Iteration 195Q: 13 clusters Score -5.454034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36934 members 
Mstep: Class 4 contains 43815 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 14660 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 9 contains 61477 members 
Mstep: Class 13 contains 28343 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 324942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540360.000000 Penalty: 25952.548828
Iteration 196Q: 13 clusters Score -5.454036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36935 members 
Mstep: Class 4 contains 43814 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 14666 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 9 contains 61472 members 
Mstep: Class 13 contains 28343 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 324936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540340.000000 Penalty: 25952.548828
Iteration 197Q: 13 clusters Score -5.454034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36935 members 
Mstep: Class 4 contains 43813 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 14670 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 9 contains 61467 members 
Mstep: Class 13 contains 28346 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 324930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540356.000000 Penalty: 25952.548828
Iteration 198Q: 13 clusters Score -5.454036e+07 nChanged 19
Entering ConstructFrom: 
Score: -54540356.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (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: -3853369.750000 Penalty: 1726.953491
	Iteration 0F: 2 clusters Score -3853370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3825773.750000 Penalty: 3453.906982
	Iteration 0F: 3 clusters Score -3825774 nChanged 19240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3836550.500000 Penalty: 3453.906982
	Iteration 1F: 3 clusters Score -3836550 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3837151.000000 Penalty: 3453.906982
	Iteration 2Q: 3 clusters Score -3837151 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3837923.500000 Penalty: 3453.906982
	Iteration 3Q: 3 clusters Score -3837924 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3838888.750000 Penalty: 3453.906982
	Iteration 4Q: 3 clusters Score -3838889 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3840012.750000 Penalty: 3453.906982
	Iteration 5F: 3 clusters Score -3840013 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3841345.250000 Penalty: 3453.906982
	Iteration 6F: 3 clusters Score -3841345 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3843032.000000 Penalty: 3453.906982
	Iteration 7F: 3 clusters Score -3843032 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3844946.000000 Penalty: 3453.906982
	Iteration 8F: 3 clusters Score -3844946 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3846315.000000 Penalty: 3453.906982
	Iteration 9F: 3 clusters Score -3846315 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3846964.250000 Penalty: 3453.906982
	Iteration 10Q: 3 clusters Score -3846964 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3847188.750000 Penalty: 3453.906982
	Iteration 11Q: 3 clusters Score -3847189 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3847319.500000 Penalty: 3453.906982
	Iteration 12Q: 3 clusters Score -3847320 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3847425.000000 Penalty: 3453.906982
	Iteration 13Q: 3 clusters Score -3847425 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3847520.250000 Penalty: 3453.906982
	Iteration 14Q: 3 clusters Score -3847520 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3847598.750000 Penalty: 3453.906982
	Iteration 15Q: 3 clusters Score -3847599 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3847639.500000 Penalty: 3453.906982
	Iteration 16Q: 3 clusters Score -3847640 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3847710.000000 Penalty: 3453.906982
	Iteration 17Q: 3 clusters Score -3847710 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3847761.500000 Penalty: 3453.906982
	Iteration 18Q: 3 clusters Score -3847762 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3847807.000000 Penalty: 3453.906982
	Iteration 19Q: 3 clusters Score -3847807 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3847848.000000 Penalty: 3453.906982
	Iteration 20F: 3 clusters Score -3847848 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3847874.250000 Penalty: 3453.906982
	Iteration 21Q: 3 clusters Score -3847874 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3847908.250000 Penalty: 3453.906982
	Iteration 22Q: 3 clusters Score -3847908 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3847940.750000 Penalty: 3453.906982
	Iteration 23Q: 3 clusters Score -3847941 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3847967.250000 Penalty: 3453.906982
	Iteration 24Q: 3 clusters Score -3847967 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3847981.250000 Penalty: 3453.906982
	Iteration 25Q: 3 clusters Score -3847981 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3847984.750000 Penalty: 3453.906982
	Iteration 26Q: 3 clusters Score -3847985 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3847997.250000 Penalty: 3453.906982
	Iteration 27Q: 3 clusters Score -3847997 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3848022.000000 Penalty: 3453.906982
	Iteration 28Q: 3 clusters Score -3848022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3848024.250000 Penalty: 3453.906982
	Iteration 29Q: 3 clusters Score -3848024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3848038.000000 Penalty: 3453.906982
	Iteration 30Q: 3 clusters Score -3848038 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3848044.000000 Penalty: 3453.906982
	Iteration 31Q: 3 clusters Score -3848044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3848056.000000 Penalty: 3453.906982
	Iteration 32Q: 3 clusters Score -3848056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3848059.500000 Penalty: 3453.906982
	Iteration 33Q: 3 clusters Score -3848060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3848069.000000 Penalty: 3453.906982
	Iteration 34Q: 3 clusters Score -3848069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3848079.750000 Penalty: 3453.906982
	Iteration 35Q: 3 clusters Score -3848080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3848085.750000 Penalty: 3453.906982
	Iteration 36Q: 3 clusters Score -3848086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3848094.250000 Penalty: 3453.906982
	Iteration 37Q: 3 clusters Score -3848094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3848103.750000 Penalty: 3453.906982
	Iteration 38Q: 3 clusters Score -3848104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3848105.750000 Penalty: 3453.906982
	Iteration 39Q: 3 clusters Score -3848106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3848109.750000 Penalty: 3453.906982
	Iteration 40F: 3 clusters Score -3848110 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3848124.500000 Penalty: 3453.906982
	Iteration 41Q: 3 clusters Score -3848124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3848136.750000 Penalty: 3453.906982
	Iteration 42Q: 3 clusters Score -3848137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3848156.500000 Penalty: 3453.906982
	Iteration 43Q: 3 clusters Score -3848156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3848166.250000 Penalty: 3453.906982
	Iteration 44Q: 3 clusters Score -3848166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3848184.000000 Penalty: 3453.906982
	Iteration 45Q: 3 clusters Score -3848184 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3848183.750000 Penalty: 3453.906982
	Iteration 46Q: 3 clusters Score -3848184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3848196.250000 Penalty: 3453.906982
	Iteration 47Q: 3 clusters Score -3848196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3848202.250000 Penalty: 3453.906982
	Iteration 48Q: 3 clusters Score -3848202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3848204.750000 Penalty: 3453.906982
	Iteration 49Q: 3 clusters Score -3848205 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3848213.000000 Penalty: 3453.906982
	Iteration 50Q: 3 clusters Score -3848213 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3848210.250000 Penalty: 3453.906982
	Iteration 51Q: 3 clusters Score -3848210 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3848229.500000 Penalty: 3453.906982
	Iteration 52Q: 3 clusters Score -3848230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3848241.500000 Penalty: 3453.906982
	Iteration 53Q: 3 clusters Score -3848242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3848250.250000 Penalty: 3453.906982
	Iteration 54Q: 3 clusters Score -3848250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3848264.500000 Penalty: 3453.906982
	Iteration 55Q: 3 clusters Score -3848264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3848260.000000 Penalty: 3453.906982
	Iteration 56Q: 3 clusters Score -3848260 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3848267.000000 Penalty: 3453.906982
	Iteration 57Q: 3 clusters Score -3848267 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3848280.250000 Penalty: 3453.906982
	Iteration 58Q: 3 clusters Score -3848280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3848296.000000 Penalty: 3453.906982
	Iteration 59Q: 3 clusters Score -3848296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3848319.750000 Penalty: 3453.906982
	Iteration 60F: 3 clusters Score -3848320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3848341.000000 Penalty: 3453.906982
	Iteration 61Q: 3 clusters Score -3848341 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3848356.000000 Penalty: 3453.906982
	Iteration 62Q: 3 clusters Score -3848356 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3848369.500000 Penalty: 3453.906982
	Iteration 63Q: 3 clusters Score -3848370 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3848381.000000 Penalty: 3453.906982
	Iteration 64Q: 3 clusters Score -3848381 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3848398.000000 Penalty: 3453.906982
	Iteration 65Q: 3 clusters Score -3848398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3848426.750000 Penalty: 3453.906982
	Iteration 66Q: 3 clusters Score -3848427 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3848454.750000 Penalty: 3453.906982
	Iteration 67Q: 3 clusters Score -3848455 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3848473.500000 Penalty: 3453.906982
	Iteration 68Q: 3 clusters Score -3848474 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3848513.500000 Penalty: 3453.906982
	Iteration 69Q: 3 clusters Score -3848514 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3848536.000000 Penalty: 3453.906982
	Iteration 70Q: 3 clusters Score -3848536 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -3848567.000000 Penalty: 3453.906982
	Iteration 71Q: 3 clusters Score -3848567 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3848608.500000 Penalty: 3453.906982
	Iteration 72Q: 3 clusters Score -3848608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3848639.500000 Penalty: 3453.906982
	Iteration 73Q: 3 clusters Score -3848640 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3848695.250000 Penalty: 3453.906982
	Iteration 74Q: 3 clusters Score -3848695 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3848743.000000 Penalty: 3453.906982
	Iteration 75Q: 3 clusters Score -3848743 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3848779.750000 Penalty: 3453.906982
	Iteration 76Q: 3 clusters Score -3848780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3848816.000000 Penalty: 3453.906982
	Iteration 77Q: 3 clusters Score -3848816 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3848845.750000 Penalty: 3453.906982
	Iteration 78Q: 3 clusters Score -3848846 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3848881.750000 Penalty: 3453.906982
	Iteration 79Q: 3 clusters Score -3848882 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3848950.500000 Penalty: 3453.906982
	Iteration 80F: 3 clusters Score -3848950 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3849015.750000 Penalty: 3453.906982
	Iteration 81Q: 3 clusters Score -3849016 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3849102.500000 Penalty: 3453.906982
	Iteration 82Q: 3 clusters Score -3849102 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3849193.500000 Penalty: 3453.906982
	Iteration 83Q: 3 clusters Score -3849194 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -3849248.000000 Penalty: 3453.906982
	Iteration 84Q: 3 clusters Score -3849248 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -3849340.250000 Penalty: 3453.906982
	Iteration 85Q: 3 clusters Score -3849340 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -3849437.500000 Penalty: 3453.906982
	Iteration 86Q: 3 clusters Score -3849438 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -3849520.500000 Penalty: 3453.906982
	Iteration 87Q: 3 clusters Score -3849520 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -3849616.750000 Penalty: 3453.906982
	Iteration 88Q: 3 clusters Score -3849617 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -3849719.750000 Penalty: 3453.906982
	Iteration 89Q: 3 clusters Score -3849720 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -3849850.750000 Penalty: 3453.906982
	Iteration 90Q: 3 clusters Score -3849851 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -3849969.750000 Penalty: 3453.906982
	Iteration 91Q: 3 clusters Score -3849970 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3850090.000000 Penalty: 3453.906982
	Iteration 92Q: 3 clusters Score -3850090 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -3850216.750000 Penalty: 3453.906982
	Iteration 93Q: 3 clusters Score -3850217 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -3850322.750000 Penalty: 3453.906982
	Iteration 94Q: 3 clusters Score -3850323 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -3850454.000000 Penalty: 3453.906982
	Iteration 95Q: 3 clusters Score -3850454 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -3850560.500000 Penalty: 3453.906982
	Iteration 96Q: 3 clusters Score -3850560 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -3850659.500000 Penalty: 3453.906982
	Iteration 97Q: 3 clusters Score -3850660 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -3850761.000000 Penalty: 3453.906982
	Iteration 98Q: 3 clusters Score -3850761 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -3850866.500000 Penalty: 3453.906982
	Iteration 99Q: 3 clusters Score -3850866 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -3850994.000000 Penalty: 3453.906982
	Iteration 100F: 3 clusters Score -3850994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -3851120.000000 Penalty: 3453.906982
	Iteration 101Q: 3 clusters Score -3851120 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -3851212.500000 Penalty: 3453.906982
	Iteration 102Q: 3 clusters Score -3851212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -3851277.750000 Penalty: 3453.906982
	Iteration 103Q: 3 clusters Score -3851278 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -3851359.000000 Penalty: 3453.906982
	Iteration 104Q: 3 clusters Score -3851359 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -3851443.250000 Penalty: 3453.906982
	Iteration 105Q: 3 clusters Score -3851443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -3851521.000000 Penalty: 3453.906982
	Iteration 106Q: 3 clusters Score -3851521 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -3851592.500000 Penalty: 3453.906982
	Iteration 107Q: 3 clusters Score -3851592 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -3851651.000000 Penalty: 3453.906982
	Iteration 108Q: 3 clusters Score -3851651 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -3851697.500000 Penalty: 3453.906982
	Iteration 109Q: 3 clusters Score -3851698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -3851716.250000 Penalty: 3453.906982
	Iteration 110Q: 3 clusters Score -3851716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -3851732.750000 Penalty: 3453.906982
	Iteration 111Q: 3 clusters Score -3851733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -3851759.000000 Penalty: 3453.906982
	Iteration 112Q: 3 clusters Score -3851759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -3851778.250000 Penalty: 3453.906982
	Iteration 113Q: 3 clusters Score -3851778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -3851798.750000 Penalty: 3453.906982
	Iteration 114Q: 3 clusters Score -3851799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -3851815.500000 Penalty: 3453.906982
	Iteration 115Q: 3 clusters Score -3851816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -3851834.250000 Penalty: 3453.906982
	Iteration 116Q: 3 clusters Score -3851834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -3851839.750000 Penalty: 3453.906982
	Iteration 117Q: 3 clusters Score -3851840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -3851848.250000 Penalty: 3453.906982
	Iteration 118Q: 3 clusters Score -3851848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -3851868.250000 Penalty: 3453.906982
	Iteration 119Q: 3 clusters Score -3851868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -3851873.500000 Penalty: 3453.906982
	Iteration 120F: 3 clusters Score -3851874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -3851888.000000 Penalty: 3453.906982
	Iteration 121Q: 3 clusters Score -3851888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -3851888.750000 Penalty: 3453.906982
	Iteration 122Q: 3 clusters Score -3851889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -3851898.000000 Penalty: 3453.906982
	Iteration 123Q: 3 clusters Score -3851898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -3851908.250000 Penalty: 3453.906982
	Iteration 124Q: 3 clusters Score -3851908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -3851922.250000 Penalty: 3453.906982
	Iteration 125Q: 3 clusters Score -3851922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -3851923.000000 Penalty: 3453.906982
	Iteration 126Q: 3 clusters Score -3851923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -3851929.750000 Penalty: 3453.906982
	Iteration 127Q: 3 clusters Score -3851930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -3851925.000000 Penalty: 3453.906982
	Iteration 128Q: 3 clusters Score -3851925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -3851926.000000 Penalty: 3453.906982
	Iteration 129Q: 3 clusters Score -3851926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -3851926.000000 Penalty: 3453.906982
	Iteration 130F: 3 clusters Score -3851926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -86651.835938 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -86651.84 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 525 members 
Entering Unmasked Estep 
Score: -85236.289062 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -85236.29 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85518.906250 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -85518.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85592.406250 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -85592.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85635.867188 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -85635.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85663.187500 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -85663.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85694.062500 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -85694.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85719.210938 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -85719.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85734.984375 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -85734.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85745.359375 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -85745.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85751.304688 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -85751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85753.351562 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -85753.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85754.687500 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -85754.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85756.031250 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -85756.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85756.625000 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -85756.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85759.195312 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -85759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85763.468750 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -85763.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85764.695312 Penalty: 2253.045654
	Iteration 16Q: 3 clusters Score -85764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85766.515625 Penalty: 2253.045654
	Iteration 17Q: 3 clusters Score -85766.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85768.820312 Penalty: 2253.045654
	Iteration 18Q: 3 clusters Score -85768.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85769.632812 Penalty: 2253.045654
	Iteration 19Q: 3 clusters Score -85769.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85771.640625 Penalty: 2253.045654
	Iteration 20F: 3 clusters Score -85771.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Entering Unmasked Estep 
Score: -3448385.750000 Penalty: 1708.998779
	Iteration 0F: 2 clusters Score -3448386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3423739.250000 Penalty: 3417.997559
	Iteration 0F: 3 clusters Score -3423739 nChanged 17087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3433442.500000 Penalty: 3417.997559
	Iteration 1F: 3 clusters Score -3433442 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3434208.500000 Penalty: 3417.997559
	Iteration 2F: 3 clusters Score -3434208 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3435243.000000 Penalty: 3417.997559
	Iteration 3F: 3 clusters Score -3435243 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3436720.500000 Penalty: 3417.997559
	Iteration 4F: 3 clusters Score -3436720 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3438773.500000 Penalty: 3417.997559
	Iteration 5F: 3 clusters Score -3438774 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3441170.000000 Penalty: 3417.997559
	Iteration 6F: 3 clusters Score -3441170 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3443162.750000 Penalty: 3417.997559
	Iteration 7F: 3 clusters Score -3443163 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3444264.250000 Penalty: 3417.997559
	Iteration 8Q: 3 clusters Score -3444264 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -3444783.000000 Penalty: 3417.997559
	Iteration 9Q: 3 clusters Score -3444783 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3445074.500000 Penalty: 3417.997559
	Iteration 10Q: 3 clusters Score -3445074 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -3445271.000000 Penalty: 3417.997559
	Iteration 11Q: 3 clusters Score -3445271 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -3445423.500000 Penalty: 3417.997559
	Iteration 12Q: 3 clusters Score -3445424 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -3445560.250000 Penalty: 3417.997559
	Iteration 13Q: 3 clusters Score -3445560 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3445688.500000 Penalty: 3417.997559
	Iteration 14Q: 3 clusters Score -3445688 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3445804.500000 Penalty: 3417.997559
	Iteration 15Q: 3 clusters Score -3445804 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3445963.750000 Penalty: 3417.997559
	Iteration 16Q: 3 clusters Score -3445964 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -3446086.000000 Penalty: 3417.997559
	Iteration 17Q: 3 clusters Score -3446086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -3446203.250000 Penalty: 3417.997559
	Iteration 18Q: 3 clusters Score -3446203 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -3446314.500000 Penalty: 3417.997559
	Iteration 19Q: 3 clusters Score -3446314 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -3446427.750000 Penalty: 3417.997559
	Iteration 20F: 3 clusters Score -3446428 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -3446524.000000 Penalty: 3417.997559
	Iteration 21Q: 3 clusters Score -3446524 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -3446596.000000 Penalty: 3417.997559
	Iteration 22Q: 3 clusters Score -3446596 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -3446660.750000 Penalty: 3417.997559
	Iteration 23Q: 3 clusters Score -3446661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -3446708.500000 Penalty: 3417.997559
	Iteration 24Q: 3 clusters Score -3446708 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -3446750.000000 Penalty: 3417.997559
	Iteration 25Q: 3 clusters Score -3446750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -3446783.000000 Penalty: 3417.997559
	Iteration 26Q: 3 clusters Score -3446783 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -3446832.500000 Penalty: 3417.997559
	Iteration 27Q: 3 clusters Score -3446832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -3446852.000000 Penalty: 3417.997559
	Iteration 28Q: 3 clusters Score -3446852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -3446872.250000 Penalty: 3417.997559
	Iteration 29Q: 3 clusters Score -3446872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -3446891.750000 Penalty: 3417.997559
	Iteration 30Q: 3 clusters Score -3446892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3446909.000000 Penalty: 3417.997559
	Iteration 31Q: 3 clusters Score -3446909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3446914.250000 Penalty: 3417.997559
	Iteration 32Q: 3 clusters Score -3446914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -3446914.500000 Penalty: 3417.997559
	Iteration 33Q: 3 clusters Score -3446914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -3446929.750000 Penalty: 3417.997559
	Iteration 34Q: 3 clusters Score -3446930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -3446932.500000 Penalty: 3417.997559
	Iteration 35Q: 3 clusters Score -3446932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -3446936.500000 Penalty: 3417.997559
	Iteration 36Q: 3 clusters Score -3446936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -3446937.500000 Penalty: 3417.997559
	Iteration 37Q: 3 clusters Score -3446938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -3446956.000000 Penalty: 3417.997559
	Iteration 38Q: 3 clusters Score -3446956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3446952.500000 Penalty: 3417.997559
	Iteration 39Q: 3 clusters Score -3446952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3446957.500000 Penalty: 3417.997559
	Iteration 40F: 3 clusters Score -3446958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -3446970.750000 Penalty: 3417.997559
	Iteration 41Q: 3 clusters Score -3446971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3446971.000000 Penalty: 3417.997559
	Iteration 42Q: 3 clusters Score -3446971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3446974.000000 Penalty: 3417.997559
	Iteration 43Q: 3 clusters Score -3446974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3446983.000000 Penalty: 3417.997559
	Iteration 44Q: 3 clusters Score -3446983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3446982.750000 Penalty: 3417.997559
	Iteration 45Q: 3 clusters Score -3446983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -3446982.500000 Penalty: 3417.997559
	Iteration 46Q: 3 clusters Score -3446982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -3446981.000000 Penalty: 3417.997559
	Iteration 47Q: 3 clusters Score -3446981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -3446983.000000 Penalty: 3417.997559
	Iteration 48Q: 3 clusters Score -3446983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -3446981.750000 Penalty: 3417.997559
	Iteration 49Q: 3 clusters Score -3446982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -3446981.750000 Penalty: 3417.997559
	Iteration 50F: 3 clusters Score -3446982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Entering Unmasked Estep 
Score: -4088385.750000 Penalty: 1736.749023
	Iteration 0F: 2 clusters Score -4088386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -4059064.250000 Penalty: 3473.498047
	Iteration 0F: 3 clusters Score -4059064 nChanged 20389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4070651.500000 Penalty: 3473.498047
	Iteration 1F: 3 clusters Score -4070652 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4071098.250000 Penalty: 3473.498047
	Iteration 2Q: 3 clusters Score -4071098 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4071631.000000 Penalty: 3473.498047
	Iteration 3Q: 3 clusters Score -4071631 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -4072355.250000 Penalty: 3473.498047
	Iteration 4Q: 3 clusters Score -4072355 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -4073275.750000 Penalty: 3473.498047
	Iteration 5Q: 3 clusters Score -4073276 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4074575.000000 Penalty: 3473.498047
	Iteration 6F: 3 clusters Score -4074575 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4076276.000000 Penalty: 3473.498047
	Iteration 7F: 3 clusters Score -4076276 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4078222.750000 Penalty: 3473.498047
	Iteration 8F: 3 clusters Score -4078223 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -4080177.000000 Penalty: 3473.498047
	Iteration 9F: 3 clusters Score -4080177 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -4081606.750000 Penalty: 3473.498047
	Iteration 10F: 3 clusters Score -4081607 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4082468.250000 Penalty: 3473.498047
	Iteration 11Q: 3 clusters Score -4082468 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4082912.750000 Penalty: 3473.498047
	Iteration 12Q: 3 clusters Score -4082913 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4083183.500000 Penalty: 3473.498047
	Iteration 13Q: 3 clusters Score -4083184 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4083422.500000 Penalty: 3473.498047
	Iteration 14Q: 3 clusters Score -4083422 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4083645.750000 Penalty: 3473.498047
	Iteration 15Q: 3 clusters Score -4083646 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4083799.750000 Penalty: 3473.498047
	Iteration 16Q: 3 clusters Score -4083800 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4083944.000000 Penalty: 3473.498047
	Iteration 17Q: 3 clusters Score -4083944 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4084082.500000 Penalty: 3473.498047
	Iteration 18Q: 3 clusters Score -4084082 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4084198.500000 Penalty: 3473.498047
	Iteration 19Q: 3 clusters Score -4084198 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4084302.500000 Penalty: 3473.498047
	Iteration 20F: 3 clusters Score -4084302 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4084450.500000 Penalty: 3473.498047
	Iteration 21Q: 3 clusters Score -4084450 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4084585.500000 Penalty: 3473.498047
	Iteration 22Q: 3 clusters Score -4084586 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4084701.750000 Penalty: 3473.498047
	Iteration 23Q: 3 clusters Score -4084702 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4084795.750000 Penalty: 3473.498047
	Iteration 24Q: 3 clusters Score -4084796 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4084902.500000 Penalty: 3473.498047
	Iteration 25Q: 3 clusters Score -4084902 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4085025.250000 Penalty: 3473.498047
	Iteration 26Q: 3 clusters Score -4085025 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4085133.250000 Penalty: 3473.498047
	Iteration 27Q: 3 clusters Score -4085133 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4085219.250000 Penalty: 3473.498047
	Iteration 28Q: 3 clusters Score -4085219 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4085298.500000 Penalty: 3473.498047
	Iteration 29Q: 3 clusters Score -4085298 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4085370.500000 Penalty: 3473.498047
	Iteration 30Q: 3 clusters Score -4085370 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4085445.500000 Penalty: 3473.498047
	Iteration 31Q: 3 clusters Score -4085446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4085516.250000 Penalty: 3473.498047
	Iteration 32Q: 3 clusters Score -4085516 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4085562.500000 Penalty: 3473.498047
	Iteration 33Q: 3 clusters Score -4085562 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4085643.250000 Penalty: 3473.498047
	Iteration 34Q: 3 clusters Score -4085643 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4085716.750000 Penalty: 3473.498047
	Iteration 35Q: 3 clusters Score -4085717 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4085800.250000 Penalty: 3473.498047
	Iteration 36Q: 3 clusters Score -4085800 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4085872.750000 Penalty: 3473.498047
	Iteration 37Q: 3 clusters Score -4085873 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4085937.250000 Penalty: 3473.498047
	Iteration 38Q: 3 clusters Score -4085937 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -4086013.000000 Penalty: 3473.498047
	Iteration 39Q: 3 clusters Score -4086013 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -4086075.500000 Penalty: 3473.498047
	Iteration 40F: 3 clusters Score -4086076 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -4086160.500000 Penalty: 3473.498047
	Iteration 41Q: 3 clusters Score -4086160 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -4086229.250000 Penalty: 3473.498047
	Iteration 42Q: 3 clusters Score -4086229 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -4086286.500000 Penalty: 3473.498047
	Iteration 43Q: 3 clusters Score -4086286 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4086354.750000 Penalty: 3473.498047
	Iteration 44Q: 3 clusters Score -4086355 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4086414.500000 Penalty: 3473.498047
	Iteration 45Q: 3 clusters Score -4086414 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -4086478.750000 Penalty: 3473.498047
	Iteration 46Q: 3 clusters Score -4086479 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -4086501.000000 Penalty: 3473.498047
	Iteration 47Q: 3 clusters Score -4086501 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4086538.500000 Penalty: 3473.498047
	Iteration 48Q: 3 clusters Score -4086538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -4086582.500000 Penalty: 3473.498047
	Iteration 49Q: 3 clusters Score -4086582 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4086616.750000 Penalty: 3473.498047
	Iteration 50Q: 3 clusters Score -4086617 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4086672.250000 Penalty: 3473.498047
	Iteration 51Q: 3 clusters Score -4086672 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -4086710.750000 Penalty: 3473.498047
	Iteration 52Q: 3 clusters Score -4086711 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4086737.250000 Penalty: 3473.498047
	Iteration 53Q: 3 clusters Score -4086737 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4086772.250000 Penalty: 3473.498047
	Iteration 54Q: 3 clusters Score -4086772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4086809.250000 Penalty: 3473.498047
	Iteration 55Q: 3 clusters Score -4086809 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -4086838.500000 Penalty: 3473.498047
	Iteration 56Q: 3 clusters Score -4086838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -4086869.500000 Penalty: 3473.498047
	Iteration 57Q: 3 clusters Score -4086870 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -4086894.500000 Penalty: 3473.498047
	Iteration 58Q: 3 clusters Score -4086894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -4086922.750000 Penalty: 3473.498047
	Iteration 59Q: 3 clusters Score -4086923 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -4086951.000000 Penalty: 3473.498047
	Iteration 60F: 3 clusters Score -4086951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -4086953.250000 Penalty: 3473.498047
	Iteration 61Q: 3 clusters Score -4086953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -4086967.000000 Penalty: 3473.498047
	Iteration 62Q: 3 clusters Score -4086967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -4086990.500000 Penalty: 3473.498047
	Iteration 63Q: 3 clusters Score -4086990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -4087006.750000 Penalty: 3473.498047
	Iteration 64Q: 3 clusters Score -4087007 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -4087016.750000 Penalty: 3473.498047
	Iteration 65Q: 3 clusters Score -4087017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4087026.250000 Penalty: 3473.498047
	Iteration 66Q: 3 clusters Score -4087026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -4087034.000000 Penalty: 3473.498047
	Iteration 67Q: 3 clusters Score -4087034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4087045.000000 Penalty: 3473.498047
	Iteration 68Q: 3 clusters Score -4087045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -4087047.750000 Penalty: 3473.498047
	Iteration 69Q: 3 clusters Score -4087048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -4087051.250000 Penalty: 3473.498047
	Iteration 70Q: 3 clusters Score -4087051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -4087066.000000 Penalty: 3473.498047
	Iteration 71Q: 3 clusters Score -4087066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -4087073.000000 Penalty: 3473.498047
	Iteration 72Q: 3 clusters Score -4087073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -4087076.000000 Penalty: 3473.498047
	Iteration 73Q: 3 clusters Score -4087076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -4087093.500000 Penalty: 3473.498047
	Iteration 74Q: 3 clusters Score -4087094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -4087098.000000 Penalty: 3473.498047
	Iteration 75Q: 3 clusters Score -4087098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4087102.500000 Penalty: 3473.498047
	Iteration 76Q: 3 clusters Score -4087102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -4087115.250000 Penalty: 3473.498047
	Iteration 77Q: 3 clusters Score -4087115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -4087114.750000 Penalty: 3473.498047
	Iteration 78Q: 3 clusters Score -4087115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -4087113.750000 Penalty: 3473.498047
	Iteration 79Q: 3 clusters Score -4087114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4087119.500000 Penalty: 3473.498047
	Iteration 80F: 3 clusters Score -4087120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -4087127.500000 Penalty: 3473.498047
	Iteration 81Q: 3 clusters Score -4087128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -4087138.500000 Penalty: 3473.498047
	Iteration 82Q: 3 clusters Score -4087138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -4087143.250000 Penalty: 3473.498047
	Iteration 83Q: 3 clusters Score -4087143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -4087147.000000 Penalty: 3473.498047
	Iteration 84Q: 3 clusters Score -4087147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -4087151.250000 Penalty: 3473.498047
	Iteration 85Q: 3 clusters Score -4087151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -4087155.000000 Penalty: 3473.498047
	Iteration 86Q: 3 clusters Score -4087155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -4087167.000000 Penalty: 3473.498047
	Iteration 87Q: 3 clusters Score -4087167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -4087168.500000 Penalty: 3473.498047
	Iteration 88Q: 3 clusters Score -4087168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -4087175.000000 Penalty: 3473.498047
	Iteration 89Q: 3 clusters Score -4087175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -4087183.500000 Penalty: 3473.498047
	Iteration 90Q: 3 clusters Score -4087184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -4087185.250000 Penalty: 3473.498047
	Iteration 91Q: 3 clusters Score -4087185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -4087182.750000 Penalty: 3473.498047
	Iteration 92Q: 3 clusters Score -4087183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -4087190.750000 Penalty: 3473.498047
	Iteration 93Q: 3 clusters Score -4087191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -4087191.250000 Penalty: 3473.498047
	Iteration 94Q: 3 clusters Score -4087191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -4087202.000000 Penalty: 3473.498047
	Iteration 95Q: 3 clusters Score -4087202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -4087197.000000 Penalty: 3473.498047
	Iteration 96Q: 3 clusters Score -4087197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -4087197.500000 Penalty: 3473.498047
	Iteration 97Q: 3 clusters Score -4087198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -4087196.750000 Penalty: 3473.498047
	Iteration 98Q: 3 clusters Score -4087197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -4087198.000000 Penalty: 3473.498047
	Iteration 99Q: 3 clusters Score -4087198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -4087202.500000 Penalty: 3473.498047
	Iteration 100F: 3 clusters Score -4087202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -4087204.250000 Penalty: 3473.498047
	Iteration 101Q: 3 clusters Score -4087204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -4087203.250000 Penalty: 3473.498047
	Iteration 102Q: 3 clusters Score -4087203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -4087203.250000 Penalty: 3473.498047
	Iteration 103F: 3 clusters Score -4087203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -83915.101562 Penalty: 1128.257446
	Iteration 0F: 2 clusters Score -83915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82482.015625 Penalty: 2256.514893
	Iteration 0F: 3 clusters Score -82482.02 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -82813.742188 Penalty: 2256.514893
	Iteration 1F: 3 clusters Score -82813.74 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82911.601562 Penalty: 2256.514893
	Iteration 2F: 3 clusters Score -82911.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -82963.859375 Penalty: 2256.514893
	Iteration 3Q: 3 clusters Score -82963.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82992.734375 Penalty: 2256.514893
	Iteration 4Q: 3 clusters Score -82992.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83007.257812 Penalty: 2256.514893
	Iteration 5Q: 3 clusters Score -83007.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83012.609375 Penalty: 2256.514893
	Iteration 6Q: 3 clusters Score -83012.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83017.679688 Penalty: 2256.514893
	Iteration 7Q: 3 clusters Score -83017.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83021.203125 Penalty: 2256.514893
	Iteration 8Q: 3 clusters Score -83021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83022.531250 Penalty: 2256.514893
	Iteration 9Q: 3 clusters Score -83022.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83022.531250 Penalty: 2256.514893
	Iteration 10F: 3 clusters Score -83022.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Entering Unmasked Estep 
Score: -1388735.500000 Penalty: 1559.008911
	Iteration 0F: 2 clusters Score -1388736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1378598.500000 Penalty: 3118.017822
	Iteration 0F: 3 clusters Score -1378598 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1382138.875000 Penalty: 3118.017822
	Iteration 1F: 3 clusters Score -1382139 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1382396.500000 Penalty: 3118.017822
	Iteration 2Q: 3 clusters Score -1382396 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1382618.375000 Penalty: 3118.017822
	Iteration 3Q: 3 clusters Score -1382618 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1382820.375000 Penalty: 3118.017822
	Iteration 4Q: 3 clusters Score -1382820 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1383032.875000 Penalty: 3118.017822
	Iteration 5Q: 3 clusters Score -1383033 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1383267.500000 Penalty: 3118.017822
	Iteration 6Q: 3 clusters Score -1383268 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1383556.500000 Penalty: 3118.017822
	Iteration 7Q: 3 clusters Score -1383556 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1383884.625000 Penalty: 3118.017822
	Iteration 8Q: 3 clusters Score -1383885 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1384265.625000 Penalty: 3118.017822
	Iteration 9Q: 3 clusters Score -1384266 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1384697.625000 Penalty: 3118.017822
	Iteration 10Q: 3 clusters Score -1384698 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1385148.625000 Penalty: 3118.017822
	Iteration 11Q: 3 clusters Score -1385149 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1385568.500000 Penalty: 3118.017822
	Iteration 12Q: 3 clusters Score -1385568 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1385896.750000 Penalty: 3118.017822
	Iteration 13Q: 3 clusters Score -1385897 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1386168.125000 Penalty: 3118.017822
	Iteration 14Q: 3 clusters Score -1386168 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1386366.125000 Penalty: 3118.017822
	Iteration 15Q: 3 clusters Score -1386366 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1386503.875000 Penalty: 3118.017822
	Iteration 16Q: 3 clusters Score -1386504 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1386607.250000 Penalty: 3118.017822
	Iteration 17Q: 3 clusters Score -1386607 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1386698.125000 Penalty: 3118.017822
	Iteration 18Q: 3 clusters Score -1386698 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1386774.500000 Penalty: 3118.017822
	Iteration 19Q: 3 clusters Score -1386774 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1386853.000000 Penalty: 3118.017822
	Iteration 20F: 3 clusters Score -1386853 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1386906.750000 Penalty: 3118.017822
	Iteration 21Q: 3 clusters Score -1386907 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1386962.500000 Penalty: 3118.017822
	Iteration 22Q: 3 clusters Score -1386962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1387019.875000 Penalty: 3118.017822
	Iteration 23Q: 3 clusters Score -1387020 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1387059.875000 Penalty: 3118.017822
	Iteration 24Q: 3 clusters Score -1387060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1387095.250000 Penalty: 3118.017822
	Iteration 25Q: 3 clusters Score -1387095 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1387121.750000 Penalty: 3118.017822
	Iteration 26Q: 3 clusters Score -1387122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1387134.375000 Penalty: 3118.017822
	Iteration 27Q: 3 clusters Score -1387134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1387150.375000 Penalty: 3118.017822
	Iteration 28Q: 3 clusters Score -1387150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1387166.125000 Penalty: 3118.017822
	Iteration 29Q: 3 clusters Score -1387166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1387181.250000 Penalty: 3118.017822
	Iteration 30Q: 3 clusters Score -1387181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1387201.125000 Penalty: 3118.017822
	Iteration 31Q: 3 clusters Score -1387201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1387214.000000 Penalty: 3118.017822
	Iteration 32Q: 3 clusters Score -1387214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1387229.500000 Penalty: 3118.017822
	Iteration 33Q: 3 clusters Score -1387230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1387242.875000 Penalty: 3118.017822
	Iteration 34Q: 3 clusters Score -1387243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1387250.125000 Penalty: 3118.017822
	Iteration 35Q: 3 clusters Score -1387250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1387258.000000 Penalty: 3118.017822
	Iteration 36Q: 3 clusters Score -1387258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1387265.375000 Penalty: 3118.017822
	Iteration 37Q: 3 clusters Score -1387265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1387272.250000 Penalty: 3118.017822
	Iteration 38Q: 3 clusters Score -1387272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1387278.125000 Penalty: 3118.017822
	Iteration 39Q: 3 clusters Score -1387278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1387294.500000 Penalty: 3118.017822
	Iteration 40F: 3 clusters Score -1387294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1387304.250000 Penalty: 3118.017822
	Iteration 41Q: 3 clusters Score -1387304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1387311.250000 Penalty: 3118.017822
	Iteration 42Q: 3 clusters Score -1387311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1387318.250000 Penalty: 3118.017822
	Iteration 43Q: 3 clusters Score -1387318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1387324.125000 Penalty: 3118.017822
	Iteration 44Q: 3 clusters Score -1387324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1387332.750000 Penalty: 3118.017822
	Iteration 45Q: 3 clusters Score -1387333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1387336.125000 Penalty: 3118.017822
	Iteration 46Q: 3 clusters Score -1387336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1387344.125000 Penalty: 3118.017822
	Iteration 47Q: 3 clusters Score -1387344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1387351.250000 Penalty: 3118.017822
	Iteration 48Q: 3 clusters Score -1387351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1387356.250000 Penalty: 3118.017822
	Iteration 49Q: 3 clusters Score -1387356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1387363.750000 Penalty: 3118.017822
	Iteration 50Q: 3 clusters Score -1387364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1387369.125000 Penalty: 3118.017822
	Iteration 51Q: 3 clusters Score -1387369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1387376.000000 Penalty: 3118.017822
	Iteration 52Q: 3 clusters Score -1387376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1387378.625000 Penalty: 3118.017822
	Iteration 53Q: 3 clusters Score -1387379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1387387.250000 Penalty: 3118.017822
	Iteration 54Q: 3 clusters Score -1387387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1387393.625000 Penalty: 3118.017822
	Iteration 55Q: 3 clusters Score -1387394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1387398.875000 Penalty: 3118.017822
	Iteration 56Q: 3 clusters Score -1387399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1387403.125000 Penalty: 3118.017822
	Iteration 57Q: 3 clusters Score -1387403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1387402.250000 Penalty: 3118.017822
	Iteration 58Q: 3 clusters Score -1387402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1387402.500000 Penalty: 3118.017822
	Iteration 59Q: 3 clusters Score -1387402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1387403.500000 Penalty: 3118.017822
	Iteration 60F: 3 clusters Score -1387404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1387403.375000 Penalty: 3118.017822
	Iteration 61Q: 3 clusters Score -1387403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1387404.125000 Penalty: 3118.017822
	Iteration 62Q: 3 clusters Score -1387404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1387406.250000 Penalty: 3118.017822
	Iteration 63Q: 3 clusters Score -1387406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1387405.875000 Penalty: 3118.017822
	Iteration 64Q: 3 clusters Score -1387406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1387407.500000 Penalty: 3118.017822
	Iteration 65Q: 3 clusters Score -1387408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1387406.625000 Penalty: 3118.017822
	Iteration 66Q: 3 clusters Score -1387407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1387406.625000 Penalty: 3118.017822
	Iteration 67F: 3 clusters Score -1387407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Entering Unmasked Estep 
Score: -1798651.875000 Penalty: 1602.429077
	Iteration 0F: 2 clusters Score -1798652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1785593.625000 Penalty: 3204.858154
	Iteration 0F: 3 clusters Score -1785594 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1790166.750000 Penalty: 3204.858154
	Iteration 1F: 3 clusters Score -1790167 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1790506.125000 Penalty: 3204.858154
	Iteration 2F: 3 clusters Score -1790506 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1790812.625000 Penalty: 3204.858154
	Iteration 3Q: 3 clusters Score -1790813 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1791148.875000 Penalty: 3204.858154
	Iteration 4Q: 3 clusters Score -1791149 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1791551.875000 Penalty: 3204.858154
	Iteration 5Q: 3 clusters Score -1791552 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1792092.125000 Penalty: 3204.858154
	Iteration 6Q: 3 clusters Score -1792092 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1792772.625000 Penalty: 3204.858154
	Iteration 7F: 3 clusters Score -1792773 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1793686.125000 Penalty: 3204.858154
	Iteration 8F: 3 clusters Score -1793686 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1794726.500000 Penalty: 3204.858154
	Iteration 9F: 3 clusters Score -1794726 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1795543.625000 Penalty: 3204.858154
	Iteration 10F: 3 clusters Score -1795544 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1795987.375000 Penalty: 3204.858154
	Iteration 11Q: 3 clusters Score -1795987 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1796213.500000 Penalty: 3204.858154
	Iteration 12Q: 3 clusters Score -1796214 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1796389.875000 Penalty: 3204.858154
	Iteration 13Q: 3 clusters Score -1796390 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1796531.500000 Penalty: 3204.858154
	Iteration 14Q: 3 clusters Score -1796532 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1796643.125000 Penalty: 3204.858154
	Iteration 15Q: 3 clusters Score -1796643 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1796723.375000 Penalty: 3204.858154
	Iteration 16Q: 3 clusters Score -1796723 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1796798.750000 Penalty: 3204.858154
	Iteration 17Q: 3 clusters Score -1796799 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1796850.500000 Penalty: 3204.858154
	Iteration 18Q: 3 clusters Score -1796850 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1796898.500000 Penalty: 3204.858154
	Iteration 19Q: 3 clusters Score -1796898 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1796942.375000 Penalty: 3204.858154
	Iteration 20F: 3 clusters Score -1796942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1796986.625000 Penalty: 3204.858154
	Iteration 21Q: 3 clusters Score -1796987 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1797031.875000 Penalty: 3204.858154
	Iteration 22Q: 3 clusters Score -1797032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1797067.625000 Penalty: 3204.858154
	Iteration 23Q: 3 clusters Score -1797068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1797097.625000 Penalty: 3204.858154
	Iteration 24Q: 3 clusters Score -1797098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1797129.500000 Penalty: 3204.858154
	Iteration 25Q: 3 clusters Score -1797130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1797163.875000 Penalty: 3204.858154
	Iteration 26Q: 3 clusters Score -1797164 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1797201.000000 Penalty: 3204.858154
	Iteration 27Q: 3 clusters Score -1797201 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1797234.750000 Penalty: 3204.858154
	Iteration 28Q: 3 clusters Score -1797235 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1797259.375000 Penalty: 3204.858154
	Iteration 29Q: 3 clusters Score -1797259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1797281.375000 Penalty: 3204.858154
	Iteration 30Q: 3 clusters Score -1797281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1797298.750000 Penalty: 3204.858154
	Iteration 31Q: 3 clusters Score -1797299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1797312.875000 Penalty: 3204.858154
	Iteration 32Q: 3 clusters Score -1797313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1797323.125000 Penalty: 3204.858154
	Iteration 33Q: 3 clusters Score -1797323 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1797335.875000 Penalty: 3204.858154
	Iteration 34Q: 3 clusters Score -1797336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1797349.500000 Penalty: 3204.858154
	Iteration 35Q: 3 clusters Score -1797350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1797362.125000 Penalty: 3204.858154
	Iteration 36Q: 3 clusters Score -1797362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1797368.000000 Penalty: 3204.858154
	Iteration 37Q: 3 clusters Score -1797368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1797377.250000 Penalty: 3204.858154
	Iteration 38Q: 3 clusters Score -1797377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1797386.250000 Penalty: 3204.858154
	Iteration 39Q: 3 clusters Score -1797386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1797397.125000 Penalty: 3204.858154
	Iteration 40F: 3 clusters Score -1797397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1797409.750000 Penalty: 3204.858154
	Iteration 41Q: 3 clusters Score -1797410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1797415.500000 Penalty: 3204.858154
	Iteration 42Q: 3 clusters Score -1797416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1797429.125000 Penalty: 3204.858154
	Iteration 43Q: 3 clusters Score -1797429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1797440.250000 Penalty: 3204.858154
	Iteration 44Q: 3 clusters Score -1797440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1797444.000000 Penalty: 3204.858154
	Iteration 45Q: 3 clusters Score -1797444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1797458.875000 Penalty: 3204.858154
	Iteration 46Q: 3 clusters Score -1797459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1797465.500000 Penalty: 3204.858154
	Iteration 47Q: 3 clusters Score -1797466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1797475.000000 Penalty: 3204.858154
	Iteration 48Q: 3 clusters Score -1797475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1797488.250000 Penalty: 3204.858154
	Iteration 49Q: 3 clusters Score -1797488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1797497.875000 Penalty: 3204.858154
	Iteration 50Q: 3 clusters Score -1797498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1797505.875000 Penalty: 3204.858154
	Iteration 51Q: 3 clusters Score -1797506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1797519.375000 Penalty: 3204.858154
	Iteration 52Q: 3 clusters Score -1797519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1797517.125000 Penalty: 3204.858154
	Iteration 53Q: 3 clusters Score -1797517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1797521.500000 Penalty: 3204.858154
	Iteration 54Q: 3 clusters Score -1797522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1797524.250000 Penalty: 3204.858154
	Iteration 55Q: 3 clusters Score -1797524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1797532.375000 Penalty: 3204.858154
	Iteration 56Q: 3 clusters Score -1797532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1797543.250000 Penalty: 3204.858154
	Iteration 57Q: 3 clusters Score -1797543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1797544.625000 Penalty: 3204.858154
	Iteration 58Q: 3 clusters Score -1797545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1797546.500000 Penalty: 3204.858154
	Iteration 59Q: 3 clusters Score -1797546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1797551.375000 Penalty: 3204.858154
	Iteration 60F: 3 clusters Score -1797551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1797554.500000 Penalty: 3204.858154
	Iteration 61Q: 3 clusters Score -1797554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1797556.125000 Penalty: 3204.858154
	Iteration 62Q: 3 clusters Score -1797556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1797557.750000 Penalty: 3204.858154
	Iteration 63Q: 3 clusters Score -1797558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1797562.375000 Penalty: 3204.858154
	Iteration 64Q: 3 clusters Score -1797562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1797568.500000 Penalty: 3204.858154
	Iteration 65Q: 3 clusters Score -1797568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1797570.500000 Penalty: 3204.858154
	Iteration 66Q: 3 clusters Score -1797570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1797574.000000 Penalty: 3204.858154
	Iteration 67Q: 3 clusters Score -1797574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1797576.750000 Penalty: 3204.858154
	Iteration 68Q: 3 clusters Score -1797577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1797575.500000 Penalty: 3204.858154
	Iteration 69Q: 3 clusters Score -1797576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1797582.500000 Penalty: 3204.858154
	Iteration 70Q: 3 clusters Score -1797582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1797583.375000 Penalty: 3204.858154
	Iteration 71Q: 3 clusters Score -1797583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1797581.500000 Penalty: 3204.858154
	Iteration 72Q: 3 clusters Score -1797582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1797586.375000 Penalty: 3204.858154
	Iteration 73Q: 3 clusters Score -1797586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1797587.125000 Penalty: 3204.858154
	Iteration 74Q: 3 clusters Score -1797587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1797586.875000 Penalty: 3204.858154
	Iteration 75Q: 3 clusters Score -1797587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1797587.875000 Penalty: 3204.858154
	Iteration 76Q: 3 clusters Score -1797588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1797589.125000 Penalty: 3204.858154
	Iteration 77Q: 3 clusters Score -1797589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1797590.750000 Penalty: 3204.858154
	Iteration 78Q: 3 clusters Score -1797591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1797590.625000 Penalty: 3204.858154
	Iteration 79Q: 3 clusters Score -1797591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1797591.375000 Penalty: 3204.858154
	Iteration 80F: 3 clusters Score -1797591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1797592.375000 Penalty: 3204.858154
	Iteration 81Q: 3 clusters Score -1797592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1797590.375000 Penalty: 3204.858154
	Iteration 82Q: 3 clusters Score -1797590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1797593.750000 Penalty: 3204.858154
	Iteration 83Q: 3 clusters Score -1797594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1797592.625000 Penalty: 3204.858154
	Iteration 84Q: 3 clusters Score -1797593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1797595.875000 Penalty: 3204.858154
	Iteration 85Q: 3 clusters Score -1797596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1797595.375000 Penalty: 3204.858154
	Iteration 86Q: 3 clusters Score -1797595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1797597.250000 Penalty: 3204.858154
	Iteration 87Q: 3 clusters Score -1797597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1797599.250000 Penalty: 3204.858154
	Iteration 88Q: 3 clusters Score -1797599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1797600.500000 Penalty: 3204.858154
	Iteration 89Q: 3 clusters Score -1797600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1797597.750000 Penalty: 3204.858154
	Iteration 90Q: 3 clusters Score -1797598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1797598.000000 Penalty: 3204.858154
	Iteration 91Q: 3 clusters Score -1797598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1797597.125000 Penalty: 3204.858154
	Iteration 92Q: 3 clusters Score -1797597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1797597.375000 Penalty: 3204.858154
	Iteration 93Q: 3 clusters Score -1797597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1797596.125000 Penalty: 3204.858154
	Iteration 94Q: 3 clusters Score -1797596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1797596.625000 Penalty: 3204.858154
	Iteration 95Q: 3 clusters Score -1797597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1797596.625000 Penalty: 3204.858154
	Iteration 96Q: 3 clusters Score -1797597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1797596.625000 Penalty: 3204.858154
	Iteration 97F: 3 clusters Score -1797597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Entering Unmasked Estep 
Score: -5745490.500000 Penalty: 1791.758667
	Iteration 0F: 2 clusters Score -5745490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -5704493.500000 Penalty: 3583.517334
	Iteration 0F: 3 clusters Score -5704494 nChanged 29020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -5720777.000000 Penalty: 3583.517334
	Iteration 1F: 3 clusters Score -5720777 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5721307.000000 Penalty: 3583.517334
	Iteration 2Q: 3 clusters Score -5721307 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5722067.500000 Penalty: 3583.517334
	Iteration 3Q: 3 clusters Score -5722068 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -5723209.000000 Penalty: 3583.517334
	Iteration 4Q: 3 clusters Score -5723209 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5725157.500000 Penalty: 3583.517334
	Iteration 5F: 3 clusters Score -5725158 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -5728168.000000 Penalty: 3583.517334
	Iteration 6F: 3 clusters Score -5728168 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5732244.000000 Penalty: 3583.517334
	Iteration 7F: 3 clusters Score -5732244 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -5736231.500000 Penalty: 3583.517334
	Iteration 8F: 3 clusters Score -5736232 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -5739039.000000 Penalty: 3583.517334
	Iteration 9F: 3 clusters Score -5739039 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -5740681.500000 Penalty: 3583.517334
	Iteration 10Q: 3 clusters Score -5740682 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5741716.000000 Penalty: 3583.517334
	Iteration 11Q: 3 clusters Score -5741716 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -5742441.500000 Penalty: 3583.517334
	Iteration 12Q: 3 clusters Score -5742442 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -5742932.500000 Penalty: 3583.517334
	Iteration 13Q: 3 clusters Score -5742932 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5743244.500000 Penalty: 3583.517334
	Iteration 14Q: 3 clusters Score -5743244 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5743473.500000 Penalty: 3583.517334
	Iteration 15Q: 3 clusters Score -5743474 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5743627.500000 Penalty: 3583.517334
	Iteration 16Q: 3 clusters Score -5743628 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5743777.000000 Penalty: 3583.517334
	Iteration 17Q: 3 clusters Score -5743777 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5743845.000000 Penalty: 3583.517334
	Iteration 18Q: 3 clusters Score -5743845 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5743937.000000 Penalty: 3583.517334
	Iteration 19Q: 3 clusters Score -5743937 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5743963.000000 Penalty: 3583.517334
	Iteration 20F: 3 clusters Score -5743963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5743986.500000 Penalty: 3583.517334
	Iteration 21Q: 3 clusters Score -5743986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5744006.500000 Penalty: 3583.517334
	Iteration 22Q: 3 clusters Score -5744006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5744019.500000 Penalty: 3583.517334
	Iteration 23Q: 3 clusters Score -5744020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5744032.500000 Penalty: 3583.517334
	Iteration 24Q: 3 clusters Score -5744032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5744047.500000 Penalty: 3583.517334
	Iteration 25Q: 3 clusters Score -5744048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5744049.500000 Penalty: 3583.517334
	Iteration 26Q: 3 clusters Score -5744050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5744047.500000 Penalty: 3583.517334
	Iteration 27Q: 3 clusters Score -5744048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5744057.000000 Penalty: 3583.517334
	Iteration 28Q: 3 clusters Score -5744057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5744067.500000 Penalty: 3583.517334
	Iteration 29Q: 3 clusters Score -5744068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5744085.000000 Penalty: 3583.517334
	Iteration 30Q: 3 clusters Score -5744085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5744087.500000 Penalty: 3583.517334
	Iteration 31Q: 3 clusters Score -5744088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5744088.500000 Penalty: 3583.517334
	Iteration 32Q: 3 clusters Score -5744088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5744099.000000 Penalty: 3583.517334
	Iteration 33Q: 3 clusters Score -5744099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5744100.500000 Penalty: 3583.517334
	Iteration 34Q: 3 clusters Score -5744100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5744097.000000 Penalty: 3583.517334
	Iteration 35Q: 3 clusters Score -5744097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5744105.500000 Penalty: 3583.517334
	Iteration 36Q: 3 clusters Score -5744106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5744101.500000 Penalty: 3583.517334
	Iteration 37Q: 3 clusters Score -5744102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5744104.500000 Penalty: 3583.517334
	Iteration 38Q: 3 clusters Score -5744104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5744110.500000 Penalty: 3583.517334
	Iteration 39Q: 3 clusters Score -5744110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5744109.500000 Penalty: 3583.517334
	Iteration 40F: 3 clusters Score -5744110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5744108.500000 Penalty: 3583.517334
	Iteration 41Q: 3 clusters Score -5744108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5744107.500000 Penalty: 3583.517334
	Iteration 42Q: 3 clusters Score -5744108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5744105.500000 Penalty: 3583.517334
	Iteration 43Q: 3 clusters Score -5744106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5744105.500000 Penalty: 3583.517334
	Iteration 44F: 3 clusters Score -5744106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Entering Unmasked Estep 
Score: -2661029.000000 Penalty: 1666.000610
	Iteration 0F: 2 clusters Score -2661029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2641888.250000 Penalty: 3332.001221
	Iteration 0F: 3 clusters Score -2641888 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2648875.250000 Penalty: 3332.001221
	Iteration 1F: 3 clusters Score -2648875 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2649185.750000 Penalty: 3332.001221
	Iteration 2Q: 3 clusters Score -2649186 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2649417.000000 Penalty: 3332.001221
	Iteration 3Q: 3 clusters Score -2649417 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2649658.500000 Penalty: 3332.001221
	Iteration 4Q: 3 clusters Score -2649658 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2649956.000000 Penalty: 3332.001221
	Iteration 5Q: 3 clusters Score -2649956 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2650299.500000 Penalty: 3332.001221
	Iteration 6Q: 3 clusters Score -2650300 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2650697.250000 Penalty: 3332.001221
	Iteration 7Q: 3 clusters Score -2650697 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2651264.000000 Penalty: 3332.001221
	Iteration 8Q: 3 clusters Score -2651264 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2652098.000000 Penalty: 3332.001221
	Iteration 9F: 3 clusters Score -2652098 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2653289.750000 Penalty: 3332.001221
	Iteration 10F: 3 clusters Score -2653290 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2654829.000000 Penalty: 3332.001221
	Iteration 11F: 3 clusters Score -2654829 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2656260.000000 Penalty: 3332.001221
	Iteration 12F: 3 clusters Score -2656260 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2657128.250000 Penalty: 3332.001221
	Iteration 13Q: 3 clusters Score -2657128 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2657534.250000 Penalty: 3332.001221
	Iteration 14Q: 3 clusters Score -2657534 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2657770.250000 Penalty: 3332.001221
	Iteration 15Q: 3 clusters Score -2657770 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2657970.750000 Penalty: 3332.001221
	Iteration 16Q: 3 clusters Score -2657971 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2658143.750000 Penalty: 3332.001221
	Iteration 17Q: 3 clusters Score -2658144 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2658313.250000 Penalty: 3332.001221
	Iteration 18Q: 3 clusters Score -2658313 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2658445.500000 Penalty: 3332.001221
	Iteration 19Q: 3 clusters Score -2658446 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2658567.000000 Penalty: 3332.001221
	Iteration 20F: 3 clusters Score -2658567 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2658695.000000 Penalty: 3332.001221
	Iteration 21Q: 3 clusters Score -2658695 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2658793.000000 Penalty: 3332.001221
	Iteration 22Q: 3 clusters Score -2658793 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2658887.750000 Penalty: 3332.001221
	Iteration 23Q: 3 clusters Score -2658888 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2658977.250000 Penalty: 3332.001221
	Iteration 24Q: 3 clusters Score -2658977 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2659039.500000 Penalty: 3332.001221
	Iteration 25Q: 3 clusters Score -2659040 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2659103.000000 Penalty: 3332.001221
	Iteration 26Q: 3 clusters Score -2659103 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2659168.000000 Penalty: 3332.001221
	Iteration 27Q: 3 clusters Score -2659168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2659207.000000 Penalty: 3332.001221
	Iteration 28Q: 3 clusters Score -2659207 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2659244.500000 Penalty: 3332.001221
	Iteration 29Q: 3 clusters Score -2659244 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2659293.750000 Penalty: 3332.001221
	Iteration 30Q: 3 clusters Score -2659294 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2659327.250000 Penalty: 3332.001221
	Iteration 31Q: 3 clusters Score -2659327 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2659362.750000 Penalty: 3332.001221
	Iteration 32Q: 3 clusters Score -2659363 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2659401.250000 Penalty: 3332.001221
	Iteration 33Q: 3 clusters Score -2659401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2659436.500000 Penalty: 3332.001221
	Iteration 34Q: 3 clusters Score -2659436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2659469.500000 Penalty: 3332.001221
	Iteration 35Q: 3 clusters Score -2659470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2659494.250000 Penalty: 3332.001221
	Iteration 36Q: 3 clusters Score -2659494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2659516.500000 Penalty: 3332.001221
	Iteration 37Q: 3 clusters Score -2659516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2659551.250000 Penalty: 3332.001221
	Iteration 38Q: 3 clusters Score -2659551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2659580.500000 Penalty: 3332.001221
	Iteration 39Q: 3 clusters Score -2659580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2659599.500000 Penalty: 3332.001221
	Iteration 40F: 3 clusters Score -2659600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2659621.750000 Penalty: 3332.001221
	Iteration 41Q: 3 clusters Score -2659622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2659638.000000 Penalty: 3332.001221
	Iteration 42Q: 3 clusters Score -2659638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2659665.000000 Penalty: 3332.001221
	Iteration 43Q: 3 clusters Score -2659665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2659688.250000 Penalty: 3332.001221
	Iteration 44Q: 3 clusters Score -2659688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2659708.000000 Penalty: 3332.001221
	Iteration 45Q: 3 clusters Score -2659708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2659715.750000 Penalty: 3332.001221
	Iteration 46Q: 3 clusters Score -2659716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2659724.500000 Penalty: 3332.001221
	Iteration 47Q: 3 clusters Score -2659724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2659738.000000 Penalty: 3332.001221
	Iteration 48Q: 3 clusters Score -2659738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2659741.000000 Penalty: 3332.001221
	Iteration 49Q: 3 clusters Score -2659741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2659750.250000 Penalty: 3332.001221
	Iteration 50Q: 3 clusters Score -2659750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2659757.750000 Penalty: 3332.001221
	Iteration 51Q: 3 clusters Score -2659758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2659758.250000 Penalty: 3332.001221
	Iteration 52Q: 3 clusters Score -2659758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2659764.000000 Penalty: 3332.001221
	Iteration 53Q: 3 clusters Score -2659764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2659770.250000 Penalty: 3332.001221
	Iteration 54Q: 3 clusters Score -2659770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2659779.000000 Penalty: 3332.001221
	Iteration 55Q: 3 clusters Score -2659779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2659780.750000 Penalty: 3332.001221
	Iteration 56Q: 3 clusters Score -2659781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2659777.000000 Penalty: 3332.001221
	Iteration 57Q: 3 clusters Score -2659777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2659776.500000 Penalty: 3332.001221
	Iteration 58Q: 3 clusters Score -2659776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2659782.000000 Penalty: 3332.001221
	Iteration 59Q: 3 clusters Score -2659782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2659784.000000 Penalty: 3332.001221
	Iteration 60F: 3 clusters Score -2659784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2659788.000000 Penalty: 3332.001221
	Iteration 61Q: 3 clusters Score -2659788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2659788.250000 Penalty: 3332.001221
	Iteration 62Q: 3 clusters Score -2659788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2659794.000000 Penalty: 3332.001221
	Iteration 63Q: 3 clusters Score -2659794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2659791.250000 Penalty: 3332.001221
	Iteration 64Q: 3 clusters Score -2659791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2659791.750000 Penalty: 3332.001221
	Iteration 65Q: 3 clusters Score -2659792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2659797.500000 Penalty: 3332.001221
	Iteration 66Q: 3 clusters Score -2659798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2659804.000000 Penalty: 3332.001221
	Iteration 67Q: 3 clusters Score -2659804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2659807.250000 Penalty: 3332.001221
	Iteration 68Q: 3 clusters Score -2659807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2659809.250000 Penalty: 3332.001221
	Iteration 69Q: 3 clusters Score -2659809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2659815.250000 Penalty: 3332.001221
	Iteration 70Q: 3 clusters Score -2659815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2659820.500000 Penalty: 3332.001221
	Iteration 71Q: 3 clusters Score -2659820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2659821.250000 Penalty: 3332.001221
	Iteration 72Q: 3 clusters Score -2659821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2659820.000000 Penalty: 3332.001221
	Iteration 73Q: 3 clusters Score -2659820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2659819.500000 Penalty: 3332.001221
	Iteration 74Q: 3 clusters Score -2659820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2659823.750000 Penalty: 3332.001221
	Iteration 75Q: 3 clusters Score -2659824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2659824.000000 Penalty: 3332.001221
	Iteration 76Q: 3 clusters Score -2659824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2659824.000000 Penalty: 3332.001221
	Iteration 77Q: 3 clusters Score -2659824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2659824.000000 Penalty: 3332.001221
	Iteration 78F: 3 clusters Score -2659824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Entering Unmasked Estep 
Score: -557226.312500 Penalty: 1421.857300
	Iteration 0F: 2 clusters Score -557226.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -552428.500000 Penalty: 2843.714600
	Iteration 0F: 3 clusters Score -552428.5 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -553812.000000 Penalty: 2843.714600
	Iteration 1F: 3 clusters Score -553812 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -553955.312500 Penalty: 2843.714600
	Iteration 2F: 3 clusters Score -553955.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -554045.250000 Penalty: 2843.714600
	Iteration 3Q: 3 clusters Score -554045.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -554105.937500 Penalty: 2843.714600
	Iteration 4Q: 3 clusters Score -554105.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -554148.687500 Penalty: 2843.714600
	Iteration 5Q: 3 clusters Score -554148.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -554176.687500 Penalty: 2843.714600
	Iteration 6Q: 3 clusters Score -554176.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -554200.750000 Penalty: 2843.714600
	Iteration 7Q: 3 clusters Score -554200.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -554220.625000 Penalty: 2843.714600
	Iteration 8Q: 3 clusters Score -554220.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -554240.500000 Penalty: 2843.714600
	Iteration 9Q: 3 clusters Score -554240.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -554257.562500 Penalty: 2843.714600
	Iteration 10Q: 3 clusters Score -554257.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -554274.312500 Penalty: 2843.714600
	Iteration 11Q: 3 clusters Score -554274.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -554296.312500 Penalty: 2843.714600
	Iteration 12Q: 3 clusters Score -554296.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -554318.437500 Penalty: 2843.714600
	Iteration 13Q: 3 clusters Score -554318.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -554337.500000 Penalty: 2843.714600
	Iteration 14Q: 3 clusters Score -554337.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -554354.437500 Penalty: 2843.714600
	Iteration 15Q: 3 clusters Score -554354.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -554367.125000 Penalty: 2843.714600
	Iteration 16Q: 3 clusters Score -554367.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -554380.062500 Penalty: 2843.714600
	Iteration 17Q: 3 clusters Score -554380.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -554395.875000 Penalty: 2843.714600
	Iteration 18Q: 3 clusters Score -554395.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -554417.437500 Penalty: 2843.714600
	Iteration 19Q: 3 clusters Score -554417.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -554442.875000 Penalty: 2843.714600
	Iteration 20F: 3 clusters Score -554442.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -554473.250000 Penalty: 2843.714600
	Iteration 21Q: 3 clusters Score -554473.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -554504.437500 Penalty: 2843.714600
	Iteration 22Q: 3 clusters Score -554504.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -554545.562500 Penalty: 2843.714600
	Iteration 23Q: 3 clusters Score -554545.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -554593.625000 Penalty: 2843.714600
	Iteration 24Q: 3 clusters Score -554593.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -554681.625000 Penalty: 2843.714600
	Iteration 25Q: 3 clusters Score -554681.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -554827.062500 Penalty: 2843.714600
	Iteration 26Q: 3 clusters Score -554827.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -554988.000000 Penalty: 2843.714600
	Iteration 27Q: 3 clusters Score -554988 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -555158.937500 Penalty: 2843.714600
	Iteration 28Q: 3 clusters Score -555158.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -555316.250000 Penalty: 2843.714600
	Iteration 29Q: 3 clusters Score -555316.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -555451.437500 Penalty: 2843.714600
	Iteration 30Q: 3 clusters Score -555451.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -555560.187500 Penalty: 2843.714600
	Iteration 31Q: 3 clusters Score -555560.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -555639.062500 Penalty: 2843.714600
	Iteration 32Q: 3 clusters Score -555639.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -555701.312500 Penalty: 2843.714600
	Iteration 33Q: 3 clusters Score -555701.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -555756.750000 Penalty: 2843.714600
	Iteration 34Q: 3 clusters Score -555756.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -555810.250000 Penalty: 2843.714600
	Iteration 35Q: 3 clusters Score -555810.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -555861.812500 Penalty: 2843.714600
	Iteration 36Q: 3 clusters Score -555861.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -555918.312500 Penalty: 2843.714600
	Iteration 37Q: 3 clusters Score -555918.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -555969.687500 Penalty: 2843.714600
	Iteration 38Q: 3 clusters Score -555969.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -556024.812500 Penalty: 2843.714600
	Iteration 39Q: 3 clusters Score -556024.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -556073.562500 Penalty: 2843.714600
	Iteration 40F: 3 clusters Score -556073.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -556106.500000 Penalty: 2843.714600
	Iteration 41Q: 3 clusters Score -556106.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -556134.000000 Penalty: 2843.714600
	Iteration 42Q: 3 clusters Score -556134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -556160.562500 Penalty: 2843.714600
	Iteration 43Q: 3 clusters Score -556160.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -556180.875000 Penalty: 2843.714600
	Iteration 44Q: 3 clusters Score -556180.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -556197.062500 Penalty: 2843.714600
	Iteration 45Q: 3 clusters Score -556197.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -556213.250000 Penalty: 2843.714600
	Iteration 46Q: 3 clusters Score -556213.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -556221.687500 Penalty: 2843.714600
	Iteration 47Q: 3 clusters Score -556221.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -556225.562500 Penalty: 2843.714600
	Iteration 48Q: 3 clusters Score -556225.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -556230.875000 Penalty: 2843.714600
	Iteration 49Q: 3 clusters Score -556230.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -556232.562500 Penalty: 2843.714600
	Iteration 50Q: 3 clusters Score -556232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -556235.437500 Penalty: 2843.714600
	Iteration 51Q: 3 clusters Score -556235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -556234.625000 Penalty: 2843.714600
	Iteration 52Q: 3 clusters Score -556234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -556234.312500 Penalty: 2843.714600
	Iteration 53Q: 3 clusters Score -556234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -556234.687500 Penalty: 2843.714600
	Iteration 54Q: 3 clusters Score -556234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -556236.062500 Penalty: 2843.714600
	Iteration 55Q: 3 clusters Score -556236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -556237.062500 Penalty: 2843.714600
	Iteration 56Q: 3 clusters Score -556237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -556237.625000 Penalty: 2843.714600
	Iteration 57Q: 3 clusters Score -556237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -556237.625000 Penalty: 2843.714600
	Iteration 58F: 3 clusters Score -556237.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Entering Unmasked Estep 
Score: -2135821.750000 Penalty: 1636.515503
	Iteration 0F: 2 clusters Score -2135822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2119823.500000 Penalty: 3273.031006
	Iteration 0F: 3 clusters Score -2119824 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2125649.500000 Penalty: 3273.031006
	Iteration 1F: 3 clusters Score -2125650 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2126044.000000 Penalty: 3273.031006
	Iteration 2Q: 3 clusters Score -2126044 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2126473.000000 Penalty: 3273.031006
	Iteration 3Q: 3 clusters Score -2126473 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2126918.750000 Penalty: 3273.031006
	Iteration 4Q: 3 clusters Score -2126919 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2127425.250000 Penalty: 3273.031006
	Iteration 5Q: 3 clusters Score -2127425 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2128016.750000 Penalty: 3273.031006
	Iteration 6Q: 3 clusters Score -2128017 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2128822.500000 Penalty: 3273.031006
	Iteration 7F: 3 clusters Score -2128822 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2129845.750000 Penalty: 3273.031006
	Iteration 8F: 3 clusters Score -2129846 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2131129.750000 Penalty: 3273.031006
	Iteration 9F: 3 clusters Score -2131130 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2132435.250000 Penalty: 3273.031006
	Iteration 10F: 3 clusters Score -2132435 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2133434.750000 Penalty: 3273.031006
	Iteration 11Q: 3 clusters Score -2133435 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2133944.000000 Penalty: 3273.031006
	Iteration 12Q: 3 clusters Score -2133944 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2134181.500000 Penalty: 3273.031006
	Iteration 13Q: 3 clusters Score -2134182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2134282.750000 Penalty: 3273.031006
	Iteration 14Q: 3 clusters Score -2134283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2134327.750000 Penalty: 3273.031006
	Iteration 15Q: 3 clusters Score -2134328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2134344.250000 Penalty: 3273.031006
	Iteration 16Q: 3 clusters Score -2134344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2134368.250000 Penalty: 3273.031006
	Iteration 17Q: 3 clusters Score -2134368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2134384.250000 Penalty: 3273.031006
	Iteration 18Q: 3 clusters Score -2134384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2134399.500000 Penalty: 3273.031006
	Iteration 19Q: 3 clusters Score -2134400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2134408.000000 Penalty: 3273.031006
	Iteration 20F: 3 clusters Score -2134408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2134410.000000 Penalty: 3273.031006
	Iteration 21Q: 3 clusters Score -2134410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2134410.000000 Penalty: 3273.031006
	Iteration 22Q: 3 clusters Score -2134410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2134410.000000 Penalty: 3273.031006
	Iteration 23F: 3 clusters Score -2134410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (324919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324919 members 
Entering Unmasked Estep 
Score: -29695210.000000 Penalty: 2062.341309
	Iteration 0F: 2 clusters Score -2.969521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162567 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -29487518.000000 Penalty: 4124.682617
	Iteration 0F: 3 clusters Score -2.948752e+07 nChanged 158429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168508 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -29581872.000000 Penalty: 4124.682617
	Iteration 1F: 3 clusters Score -2.958187e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172668 members 
Mstep: Class 2 contains 152251 members 
Entering Unmasked Estep 
Score: -29583784.000000 Penalty: 4124.682617
	Iteration 2Q: 3 clusters Score -2.958378e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179404 members 
Mstep: Class 2 contains 145515 members 
Entering Unmasked Estep 
Score: -29586428.000000 Penalty: 4124.682617
	Iteration 3Q: 3 clusters Score -2.958643e+07 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189976 members 
Mstep: Class 2 contains 134943 members 
Entering Unmasked Estep 
Score: -29591616.000000 Penalty: 4124.682617
	Iteration 4Q: 3 clusters Score -2.959162e+07 nChanged 18227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205661 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -29601340.000000 Penalty: 4124.682617
	Iteration 5F: 3 clusters Score -2.960134e+07 nChanged 23566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227287 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -29617774.000000 Penalty: 4124.682617
	Iteration 6F: 3 clusters Score -2.961777e+07 nChanged 27385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253414 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -29642090.000000 Penalty: 4124.682617
	Iteration 7F: 3 clusters Score -2.964209e+07 nChanged 25893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278675 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -29667870.000000 Penalty: 4124.682617
	Iteration 8F: 3 clusters Score -2.966787e+07 nChanged 18186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296429 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -29686002.000000 Penalty: 4124.682617
	Iteration 9F: 3 clusters Score -2.9686e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306381 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -29693524.000000 Penalty: 4124.682617
	Iteration 10Q: 3 clusters Score -2.969352e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311496 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -29696934.000000 Penalty: 4124.682617
	Iteration 11Q: 3 clusters Score -2.969693e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313746 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -29698614.000000 Penalty: 4124.682617
	Iteration 12Q: 3 clusters Score -2.969861e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314735 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -29699336.000000 Penalty: 4124.682617
	Iteration 13Q: 3 clusters Score -2.969934e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315211 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -29699630.000000 Penalty: 4124.682617
	Iteration 14Q: 3 clusters Score -2.969963e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315487 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -29699772.000000 Penalty: 4124.682617
	Iteration 15Q: 3 clusters Score -2.969977e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315667 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -29699728.000000 Penalty: 4124.682617
	Iteration 16Q: 3 clusters Score -2.969973e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315772 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -29699704.000000 Penalty: 4124.682617
	Iteration 17Q: 3 clusters Score -2.96997e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315821 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -29699726.000000 Penalty: 4124.682617
	Iteration 18Q: 3 clusters Score -2.969973e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315846 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -29699718.000000 Penalty: 4124.682617
	Iteration 19Q: 3 clusters Score -2.969972e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315856 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -29699686.000000 Penalty: 4124.682617
	Iteration 20F: 3 clusters Score -2.969969e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315849 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -29699726.000000 Penalty: 4124.682617
	Iteration 21Q: 3 clusters Score -2.969973e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315839 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -29699718.000000 Penalty: 4124.682617
	Iteration 22Q: 3 clusters Score -2.969972e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315839 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -29699728.000000 Penalty: 4124.682617
	Iteration 23Q: 3 clusters Score -2.969973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315840 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -29699760.000000 Penalty: 4124.682617
	Iteration 24Q: 3 clusters Score -2.969976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315834 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -29699740.000000 Penalty: 4124.682617
	Iteration 25Q: 3 clusters Score -2.969974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315837 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -29699762.000000 Penalty: 4124.682617
	Iteration 26Q: 3 clusters Score -2.969976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315837 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -29699766.000000 Penalty: 4124.682617
	Iteration 27Q: 3 clusters Score -2.969977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315838 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -29699760.000000 Penalty: 4124.682617
	Iteration 28Q: 3 clusters Score -2.969976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315842 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -29699764.000000 Penalty: 4124.682617
	Iteration 29Q: 3 clusters Score -2.969976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315842 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -29699758.000000 Penalty: 4124.682617
	Iteration 30Q: 3 clusters Score -2.969976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315842 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -29699778.000000 Penalty: 4124.682617
	Iteration 31Q: 3 clusters Score -2.969978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315840 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -29699764.000000 Penalty: 4124.682617
	Iteration 32Q: 3 clusters Score -2.969976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315839 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -29699768.000000 Penalty: 4124.682617
	Iteration 33Q: 3 clusters Score -2.969977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315839 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -29699768.000000 Penalty: 4124.682617
	Iteration 34F: 3 clusters Score -2.969977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36935 members 
Mstep: Class 4 contains 43813 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 14675 members 
Mstep: Class 7 contains 19170 members 
Mstep: Class 8 contains 9080 members 
Mstep: Class 9 contains 61464 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 315839 members 
Entering Unmasked Estep 
Score: -54544632.000000 Penalty: 28115.259766
Splitting cluster 19 changes total score from -54540356.000000 to -54544632.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36935 members 
Mstep: Class 4 contains 43813 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 14675 members 
Mstep: Class 7 contains 19170 members 
Mstep: Class 9 contains 61464 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 315839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544988.000000 Penalty: 28115.259766
Iteration 199Q: 14 clusters Score -5.454499e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36783 members 
Mstep: Class 4 contains 43532 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 14521 members 
Mstep: Class 7 contains 19200 members 
Mstep: Class 8 contains 9107 members 
Mstep: Class 9 contains 61168 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 18 contains 23338 members 
Mstep: Class 19 contains 316867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545044.000000 Penalty: 28115.259766
Iteration 200F: 14 clusters Score -5.454504e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 36629 members 
Mstep: Class 4 contains 43334 members 
Mstep: Class 5 contains 1038 members 
Mstep: Class 6 contains 14391 members 
Mstep: Class 7 contains 19260 members 
Mstep: Class 8 contains 9256 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 13 contains 28534 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 18 contains 23128 members 
Mstep: Class 19 contains 317527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544808.000000 Penalty: 28115.259766
Iteration 201Q: 14 clusters Score -5.454481e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36507 members 
Mstep: Class 4 contains 43173 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 14266 members 
Mstep: Class 7 contains 19332 members 
Mstep: Class 8 contains 9436 members 
Mstep: Class 9 contains 60827 members 
Mstep: Class 13 contains 28566 members 
Mstep: Class 15 contains 6284 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 317928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544788.000000 Penalty: 28115.259766
Iteration 202Q: 14 clusters Score -5.454479e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36409 members 
Mstep: Class 4 contains 43062 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 14151 members 
Mstep: Class 7 contains 19396 members 
Mstep: Class 8 contains 9623 members 
Mstep: Class 9 contains 60755 members 
Mstep: Class 13 contains 28583 members 
Mstep: Class 15 contains 6271 members 
Mstep: Class 18 contains 22898 members 
Mstep: Class 19 contains 318153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544668.000000 Penalty: 28115.259766
Iteration 203Q: 14 clusters Score -5.454467e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36347 members 
Mstep: Class 4 contains 42976 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 14037 members 
Mstep: Class 7 contains 19464 members 
Mstep: Class 8 contains 9822 members 
Mstep: Class 9 contains 60697 members 
Mstep: Class 13 contains 28612 members 
Mstep: Class 15 contains 6263 members 
Mstep: Class 18 contains 22837 members 
Mstep: Class 19 contains 318233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544532.000000 Penalty: 28115.259766
Iteration 204Q: 14 clusters Score -5.454453e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36290 members 
Mstep: Class 4 contains 42930 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 13949 members 
Mstep: Class 7 contains 19561 members 
Mstep: Class 8 contains 10018 members 
Mstep: Class 9 contains 60640 members 
Mstep: Class 13 contains 28634 members 
Mstep: Class 15 contains 6258 members 
Mstep: Class 18 contains 22787 members 
Mstep: Class 19 contains 318174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544480.000000 Penalty: 28115.259766
Iteration 205Q: 14 clusters Score -5.454448e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36244 members 
Mstep: Class 4 contains 42885 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 13881 members 
Mstep: Class 7 contains 19640 members 
Mstep: Class 8 contains 10227 members 
Mstep: Class 9 contains 60593 members 
Mstep: Class 13 contains 28661 members 
Mstep: Class 15 contains 6250 members 
Mstep: Class 18 contains 22746 members 
Mstep: Class 19 contains 318084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544576.000000 Penalty: 28115.259766
Iteration 206Q: 14 clusters Score -5.454458e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36207 members 
Mstep: Class 4 contains 42840 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 13806 members 
Mstep: Class 7 contains 19719 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 60588 members 
Mstep: Class 13 contains 28700 members 
Mstep: Class 15 contains 6244 members 
Mstep: Class 18 contains 22698 members 
Mstep: Class 19 contains 317951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544636.000000 Penalty: 28115.259766
Iteration 207Q: 14 clusters Score -5.454464e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36167 members 
Mstep: Class 4 contains 42793 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 13737 members 
Mstep: Class 7 contains 19806 members 
Mstep: Class 8 contains 10626 members 
Mstep: Class 9 contains 60592 members 
Mstep: Class 13 contains 28729 members 
Mstep: Class 15 contains 6237 members 
Mstep: Class 18 contains 22660 members 
Mstep: Class 19 contains 317790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544564.000000 Penalty: 28115.259766
Iteration 208Q: 14 clusters Score -5.454456e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36147 members 
Mstep: Class 4 contains 42746 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 13664 members 
Mstep: Class 7 contains 19890 members 
Mstep: Class 8 contains 10793 members 
Mstep: Class 9 contains 60602 members 
Mstep: Class 13 contains 28764 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 18 contains 22635 members 
Mstep: Class 19 contains 317625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544616.000000 Penalty: 28115.259766
Iteration 209Q: 14 clusters Score -5.454462e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36135 members 
Mstep: Class 4 contains 42699 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 7 contains 19985 members 
Mstep: Class 8 contains 10926 members 
Mstep: Class 9 contains 60611 members 
Mstep: Class 13 contains 28797 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 18 contains 22617 members 
Mstep: Class 19 contains 317473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544604.000000 Penalty: 28115.259766
Iteration 210Q: 14 clusters Score -5.45446e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36130 members 
Mstep: Class 4 contains 42664 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 13540 members 
Mstep: Class 7 contains 20078 members 
Mstep: Class 8 contains 11040 members 
Mstep: Class 9 contains 60609 members 
Mstep: Class 13 contains 28818 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 18 contains 22598 members 
Mstep: Class 19 contains 317327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544632.000000 Penalty: 28115.259766
Iteration 211Q: 14 clusters Score -5.454463e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 36125 members 
Mstep: Class 4 contains 42627 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 13499 members 
Mstep: Class 7 contains 20159 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 60611 members 
Mstep: Class 13 contains 28840 members 
Mstep: Class 15 contains 6220 members 
Mstep: Class 18 contains 22587 members 
Mstep: Class 19 contains 317162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544772.000000 Penalty: 28115.259766
Iteration 212Q: 14 clusters Score -5.454477e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 36123 members 
Mstep: Class 4 contains 42591 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 13463 members 
Mstep: Class 7 contains 20242 members 
Mstep: Class 8 contains 11240 members 
Mstep: Class 9 contains 60598 members 
Mstep: Class 13 contains 28869 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 18 contains 22585 members 
Mstep: Class 19 contains 317001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544804.000000 Penalty: 28115.259766
Iteration 213Q: 14 clusters Score -5.45448e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 36118 members 
Mstep: Class 4 contains 42561 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13426 members 
Mstep: Class 7 contains 20335 members 
Mstep: Class 8 contains 11332 members 
Mstep: Class 9 contains 60586 members 
Mstep: Class 13 contains 28900 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 18 contains 22573 members 
Mstep: Class 19 contains 316854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544824.000000 Penalty: 28115.259766
Iteration 214Q: 14 clusters Score -5.454482e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 36105 members 
Mstep: Class 4 contains 42539 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 20423 members 
Mstep: Class 8 contains 11418 members 
Mstep: Class 9 contains 60568 members 
Mstep: Class 13 contains 28928 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 18 contains 22554 members 
Mstep: Class 19 contains 316732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544860.000000 Penalty: 28115.259766
Iteration 215Q: 14 clusters Score -5.454486e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 36106 members 
Mstep: Class 4 contains 42505 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 20509 members 
Mstep: Class 8 contains 11502 members 
Mstep: Class 9 contains 60559 members 
Mstep: Class 13 contains 28946 members 
Mstep: Class 15 contains 6213 members 
Mstep: Class 18 contains 22537 members 
Mstep: Class 19 contains 316617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544884.000000 Penalty: 28115.259766
Iteration 216Q: 14 clusters Score -5.454488e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 36104 members 
Mstep: Class 4 contains 42481 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 60545 members 
Mstep: Class 13 contains 28967 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 18 contains 22534 members 
Mstep: Class 19 contains 316507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544964.000000 Penalty: 28115.259766
Iteration 217Q: 14 clusters Score -5.454496e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 36101 members 
Mstep: Class 4 contains 42459 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13291 members 
Mstep: Class 7 contains 20660 members 
Mstep: Class 8 contains 11640 members 
Mstep: Class 9 contains 60526 members 
Mstep: Class 13 contains 28992 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 18 contains 22524 members 
Mstep: Class 19 contains 316398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545032.000000 Penalty: 28115.259766
Iteration 218Q: 14 clusters Score -5.454503e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 36099 members 
Mstep: Class 4 contains 42433 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13261 members 
Mstep: Class 7 contains 20723 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 60493 members 
Mstep: Class 13 contains 29017 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 316326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544972.000000 Penalty: 28115.259766
Iteration 219Q: 14 clusters Score -5.454497e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 36090 members 
Mstep: Class 4 contains 42419 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13235 members 
Mstep: Class 7 contains 20784 members 
Mstep: Class 8 contains 11747 members 
Mstep: Class 9 contains 60468 members 
Mstep: Class 13 contains 29040 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 18 contains 22516 members 
Mstep: Class 19 contains 316244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544980.000000 Penalty: 28115.259766
Iteration 220F: 14 clusters Score -5.454498e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36084 members 
Mstep: Class 4 contains 42408 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13207 members 
Mstep: Class 7 contains 20839 members 
Mstep: Class 8 contains 11798 members 
Mstep: Class 9 contains 60456 members 
Mstep: Class 13 contains 29060 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 18 contains 22516 members 
Mstep: Class 19 contains 316156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544960.000000 Penalty: 28115.259766
Iteration 221Q: 14 clusters Score -5.454496e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36084 members 
Mstep: Class 4 contains 42394 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 13188 members 
Mstep: Class 7 contains 20891 members 
Mstep: Class 8 contains 11828 members 
Mstep: Class 9 contains 60437 members 
Mstep: Class 13 contains 29079 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 18 contains 22516 members 
Mstep: Class 19 contains 316083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545056.000000 Penalty: 28115.259766
Iteration 222Q: 14 clusters Score -5.454506e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36089 members 
Mstep: Class 4 contains 42385 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 13176 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 11855 members 
Mstep: Class 9 contains 60430 members 
Mstep: Class 13 contains 29096 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 18 contains 22507 members 
Mstep: Class 19 contains 315995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545108.000000 Penalty: 28115.259766
Iteration 223Q: 14 clusters Score -5.454511e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36092 members 
Mstep: Class 4 contains 42375 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 13161 members 
Mstep: Class 7 contains 20969 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 60424 members 
Mstep: Class 13 contains 29121 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 18 contains 22498 members 
Mstep: Class 19 contains 315932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545120.000000 Penalty: 28115.259766
Iteration 224Q: 14 clusters Score -5.454512e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36099 members 
Mstep: Class 4 contains 42365 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 13145 members 
Mstep: Class 7 contains 20999 members 
Mstep: Class 8 contains 11895 members 
Mstep: Class 9 contains 60413 members 
Mstep: Class 13 contains 29155 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 18 contains 22496 members 
Mstep: Class 19 contains 315863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545164.000000 Penalty: 28115.259766
Iteration 225Q: 14 clusters Score -5.454516e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36106 members 
Mstep: Class 4 contains 42346 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 13140 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 60403 members 
Mstep: Class 13 contains 29201 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 18 contains 22491 members 
Mstep: Class 19 contains 315771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545160.000000 Penalty: 28115.259766
Iteration 226Q: 14 clusters Score -5.454516e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36110 members 
Mstep: Class 4 contains 42323 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 13127 members 
Mstep: Class 7 contains 21064 members 
Mstep: Class 8 contains 11949 members 
Mstep: Class 9 contains 60396 members 
Mstep: Class 13 contains 29245 members 
Mstep: Class 15 contains 6206 members 
Mstep: Class 18 contains 22492 members 
Mstep: Class 19 contains 315683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545268.000000 Penalty: 28115.259766
Iteration 227Q: 14 clusters Score -5.454527e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36116 members 
Mstep: Class 4 contains 42301 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 21088 members 
Mstep: Class 8 contains 11977 members 
Mstep: Class 9 contains 60387 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22499 members 
Mstep: Class 19 contains 315598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545288.000000 Penalty: 28115.259766
Iteration 228Q: 14 clusters Score -5.454529e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36117 members 
Mstep: Class 4 contains 42279 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 13107 members 
Mstep: Class 7 contains 21097 members 
Mstep: Class 8 contains 12004 members 
Mstep: Class 9 contains 60372 members 
Mstep: Class 13 contains 29325 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22501 members 
Mstep: Class 19 contains 315556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545288.000000 Penalty: 28115.259766
Iteration 229Q: 14 clusters Score -5.454529e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36124 members 
Mstep: Class 4 contains 42263 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 13089 members 
Mstep: Class 7 contains 21105 members 
Mstep: Class 8 contains 12022 members 
Mstep: Class 9 contains 60356 members 
Mstep: Class 13 contains 29362 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22500 members 
Mstep: Class 19 contains 315524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545320.000000 Penalty: 28115.259766
Iteration 230Q: 14 clusters Score -5.454532e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36130 members 
Mstep: Class 4 contains 42245 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 13076 members 
Mstep: Class 7 contains 21117 members 
Mstep: Class 8 contains 12037 members 
Mstep: Class 9 contains 60350 members 
Mstep: Class 13 contains 29393 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22502 members 
Mstep: Class 19 contains 315483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545336.000000 Penalty: 28115.259766
Iteration 231Q: 14 clusters Score -5.454534e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36135 members 
Mstep: Class 4 contains 42229 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13063 members 
Mstep: Class 7 contains 21130 members 
Mstep: Class 8 contains 12050 members 
Mstep: Class 9 contains 60342 members 
Mstep: Class 13 contains 29419 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22501 members 
Mstep: Class 19 contains 315451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545344.000000 Penalty: 28115.259766
Iteration 232Q: 14 clusters Score -5.454534e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36134 members 
Mstep: Class 4 contains 42204 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13050 members 
Mstep: Class 7 contains 21147 members 
Mstep: Class 8 contains 12061 members 
Mstep: Class 9 contains 60335 members 
Mstep: Class 13 contains 29435 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22501 members 
Mstep: Class 19 contains 315443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545408.000000 Penalty: 28115.259766
Iteration 233Q: 14 clusters Score -5.454541e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36135 members 
Mstep: Class 4 contains 42186 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13044 members 
Mstep: Class 7 contains 21169 members 
Mstep: Class 8 contains 12072 members 
Mstep: Class 9 contains 60321 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22503 members 
Mstep: Class 19 contains 315420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545376.000000 Penalty: 28115.259766
Iteration 234Q: 14 clusters Score -5.454538e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36139 members 
Mstep: Class 4 contains 42175 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 12081 members 
Mstep: Class 9 contains 60309 members 
Mstep: Class 13 contains 29468 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22504 members 
Mstep: Class 19 contains 315402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545416.000000 Penalty: 28115.259766
Iteration 235Q: 14 clusters Score -5.454542e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36141 members 
Mstep: Class 4 contains 42165 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13033 members 
Mstep: Class 7 contains 21198 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 60302 members 
Mstep: Class 13 contains 29482 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22505 members 
Mstep: Class 19 contains 315380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545412.000000 Penalty: 28115.259766
Iteration 236Q: 14 clusters Score -5.454541e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36141 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13029 members 
Mstep: Class 7 contains 21216 members 
Mstep: Class 8 contains 12094 members 
Mstep: Class 9 contains 60300 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22507 members 
Mstep: Class 19 contains 315344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545496.000000 Penalty: 28115.259766
Iteration 237Q: 14 clusters Score -5.45455e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36144 members 
Mstep: Class 4 contains 42150 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 21228 members 
Mstep: Class 8 contains 12105 members 
Mstep: Class 9 contains 60293 members 
Mstep: Class 13 contains 29517 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22508 members 
Mstep: Class 19 contains 315315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545444.000000 Penalty: 28115.259766
Iteration 238Q: 14 clusters Score -5.454544e+07 nChanged 66
Entering ConstructFrom: 
Score: -54545444.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (42011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Entering Unmasked Estep 
Score: -3921919.000000 Penalty: 1729.924194
	Iteration 0F: 2 clusters Score -3921919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3893731.750000 Penalty: 3459.848389
	Iteration 0F: 3 clusters Score -3893732 nChanged 19454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3905128.750000 Penalty: 3459.848389
	Iteration 1F: 3 clusters Score -3905129 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3905980.750000 Penalty: 3459.848389
	Iteration 2Q: 3 clusters Score -3905981 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3906981.250000 Penalty: 3459.848389
	Iteration 3Q: 3 clusters Score -3906981 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3908205.000000 Penalty: 3459.848389
	Iteration 4F: 3 clusters Score -3908205 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3909619.000000 Penalty: 3459.848389
	Iteration 5F: 3 clusters Score -3909619 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3911297.750000 Penalty: 3459.848389
	Iteration 6F: 3 clusters Score -3911298 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3913219.000000 Penalty: 3459.848389
	Iteration 7F: 3 clusters Score -3913219 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3914819.750000 Penalty: 3459.848389
	Iteration 8F: 3 clusters Score -3914820 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3915752.500000 Penalty: 3459.848389
	Iteration 9Q: 3 clusters Score -3915752 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3916219.250000 Penalty: 3459.848389
	Iteration 10Q: 3 clusters Score -3916219 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3916488.750000 Penalty: 3459.848389
	Iteration 11Q: 3 clusters Score -3916489 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3916670.000000 Penalty: 3459.848389
	Iteration 12Q: 3 clusters Score -3916670 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3916808.250000 Penalty: 3459.848389
	Iteration 13Q: 3 clusters Score -3916808 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3916937.250000 Penalty: 3459.848389
	Iteration 14Q: 3 clusters Score -3916937 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3917111.000000 Penalty: 3459.848389
	Iteration 15Q: 3 clusters Score -3917111 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3917271.250000 Penalty: 3459.848389
	Iteration 16Q: 3 clusters Score -3917271 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3917444.500000 Penalty: 3459.848389
	Iteration 17Q: 3 clusters Score -3917444 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3917639.500000 Penalty: 3459.848389
	Iteration 18Q: 3 clusters Score -3917640 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3917807.750000 Penalty: 3459.848389
	Iteration 19Q: 3 clusters Score -3917808 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3917973.500000 Penalty: 3459.848389
	Iteration 20F: 3 clusters Score -3917974 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3918131.500000 Penalty: 3459.848389
	Iteration 21Q: 3 clusters Score -3918132 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3918261.500000 Penalty: 3459.848389
	Iteration 22Q: 3 clusters Score -3918262 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -3918382.500000 Penalty: 3459.848389
	Iteration 23Q: 3 clusters Score -3918382 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -3918529.000000 Penalty: 3459.848389
	Iteration 24Q: 3 clusters Score -3918529 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -3918681.500000 Penalty: 3459.848389
	Iteration 25Q: 3 clusters Score -3918682 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -3918785.250000 Penalty: 3459.848389
	Iteration 26Q: 3 clusters Score -3918785 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -3918925.500000 Penalty: 3459.848389
	Iteration 27Q: 3 clusters Score -3918926 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -3919051.750000 Penalty: 3459.848389
	Iteration 28Q: 3 clusters Score -3919052 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -3919184.750000 Penalty: 3459.848389
	Iteration 29Q: 3 clusters Score -3919185 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -3919307.500000 Penalty: 3459.848389
	Iteration 30Q: 3 clusters Score -3919308 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -3919411.000000 Penalty: 3459.848389
	Iteration 31Q: 3 clusters Score -3919411 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -3919557.000000 Penalty: 3459.848389
	Iteration 32Q: 3 clusters Score -3919557 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -3919679.000000 Penalty: 3459.848389
	Iteration 33Q: 3 clusters Score -3919679 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -3919836.000000 Penalty: 3459.848389
	Iteration 34Q: 3 clusters Score -3919836 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -3919981.000000 Penalty: 3459.848389
	Iteration 35Q: 3 clusters Score -3919981 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -3920122.250000 Penalty: 3459.848389
	Iteration 36Q: 3 clusters Score -3920122 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -3920248.000000 Penalty: 3459.848389
	Iteration 37Q: 3 clusters Score -3920248 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -3920385.750000 Penalty: 3459.848389
	Iteration 38Q: 3 clusters Score -3920386 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -3920500.750000 Penalty: 3459.848389
	Iteration 39Q: 3 clusters Score -3920501 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -3920588.500000 Penalty: 3459.848389
	Iteration 40F: 3 clusters Score -3920588 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -3920668.000000 Penalty: 3459.848389
	Iteration 41Q: 3 clusters Score -3920668 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -3920714.500000 Penalty: 3459.848389
	Iteration 42Q: 3 clusters Score -3920714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -3920770.750000 Penalty: 3459.848389
	Iteration 43Q: 3 clusters Score -3920771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -3920825.750000 Penalty: 3459.848389
	Iteration 44Q: 3 clusters Score -3920826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -3920863.750000 Penalty: 3459.848389
	Iteration 45Q: 3 clusters Score -3920864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -3920911.250000 Penalty: 3459.848389
	Iteration 46Q: 3 clusters Score -3920911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -3920930.250000 Penalty: 3459.848389
	Iteration 47Q: 3 clusters Score -3920930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -3920960.750000 Penalty: 3459.848389
	Iteration 48Q: 3 clusters Score -3920961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -3920984.000000 Penalty: 3459.848389
	Iteration 49Q: 3 clusters Score -3920984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -3921004.500000 Penalty: 3459.848389
	Iteration 50Q: 3 clusters Score -3921004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -3921023.250000 Penalty: 3459.848389
	Iteration 51Q: 3 clusters Score -3921023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -3921029.750000 Penalty: 3459.848389
	Iteration 52Q: 3 clusters Score -3921030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -3921033.250000 Penalty: 3459.848389
	Iteration 53Q: 3 clusters Score -3921033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -3921046.500000 Penalty: 3459.848389
	Iteration 54Q: 3 clusters Score -3921046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -3921052.250000 Penalty: 3459.848389
	Iteration 55Q: 3 clusters Score -3921052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -3921055.750000 Penalty: 3459.848389
	Iteration 56Q: 3 clusters Score -3921056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -3921059.750000 Penalty: 3459.848389
	Iteration 57Q: 3 clusters Score -3921060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -3921068.000000 Penalty: 3459.848389
	Iteration 58Q: 3 clusters Score -3921068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -3921076.000000 Penalty: 3459.848389
	Iteration 59Q: 3 clusters Score -3921076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -3921085.750000 Penalty: 3459.848389
	Iteration 60F: 3 clusters Score -3921086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -3921097.000000 Penalty: 3459.848389
	Iteration 61Q: 3 clusters Score -3921097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -3921106.000000 Penalty: 3459.848389
	Iteration 62Q: 3 clusters Score -3921106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -3921108.500000 Penalty: 3459.848389
	Iteration 63Q: 3 clusters Score -3921108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -3921113.250000 Penalty: 3459.848389
	Iteration 64Q: 3 clusters Score -3921113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -3921120.000000 Penalty: 3459.848389
	Iteration 65Q: 3 clusters Score -3921120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -3921114.750000 Penalty: 3459.848389
	Iteration 66Q: 3 clusters Score -3921115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -3921124.750000 Penalty: 3459.848389
	Iteration 67Q: 3 clusters Score -3921125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -3921125.000000 Penalty: 3459.848389
	Iteration 68Q: 3 clusters Score -3921125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -3921122.250000 Penalty: 3459.848389
	Iteration 69Q: 3 clusters Score -3921122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -3921125.000000 Penalty: 3459.848389
	Iteration 70Q: 3 clusters Score -3921125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -3921128.750000 Penalty: 3459.848389
	Iteration 71Q: 3 clusters Score -3921129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -3921131.250000 Penalty: 3459.848389
	Iteration 72Q: 3 clusters Score -3921131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -3921134.250000 Penalty: 3459.848389
	Iteration 73Q: 3 clusters Score -3921134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -3921132.250000 Penalty: 3459.848389
	Iteration 74Q: 3 clusters Score -3921132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -3921133.250000 Penalty: 3459.848389
	Iteration 75Q: 3 clusters Score -3921133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -3921135.000000 Penalty: 3459.848389
	Iteration 76Q: 3 clusters Score -3921135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -3921134.000000 Penalty: 3459.848389
	Iteration 77Q: 3 clusters Score -3921134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -3921135.250000 Penalty: 3459.848389
	Iteration 78Q: 3 clusters Score -3921135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -3921135.250000 Penalty: 3459.848389
	Iteration 79F: 3 clusters Score -3921135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -87173.453125 Penalty: 1127.471191
	Iteration 0F: 2 clusters Score -87173.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85736.835938 Penalty: 2254.942383
	Iteration 0F: 3 clusters Score -85736.84 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86010.148438 Penalty: 2254.942383
	Iteration 1F: 3 clusters Score -86010.15 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86090.164062 Penalty: 2254.942383
	Iteration 2F: 3 clusters Score -86090.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86146.101562 Penalty: 2254.942383
	Iteration 3Q: 3 clusters Score -86146.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86191.335938 Penalty: 2254.942383
	Iteration 4Q: 3 clusters Score -86191.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86222.000000 Penalty: 2254.942383
	Iteration 5Q: 3 clusters Score -86222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86241.882812 Penalty: 2254.942383
	Iteration 6Q: 3 clusters Score -86241.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86255.140625 Penalty: 2254.942383
	Iteration 7Q: 3 clusters Score -86255.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86269.234375 Penalty: 2254.942383
	Iteration 8Q: 3 clusters Score -86269.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86281.820312 Penalty: 2254.942383
	Iteration 9Q: 3 clusters Score -86281.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86291.437500 Penalty: 2254.942383
	Iteration 10Q: 3 clusters Score -86291.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86298.257812 Penalty: 2254.942383
	Iteration 11Q: 3 clusters Score -86298.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86303.828125 Penalty: 2254.942383
	Iteration 12Q: 3 clusters Score -86303.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86307.781250 Penalty: 2254.942383
	Iteration 13Q: 3 clusters Score -86307.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86314.773438 Penalty: 2254.942383
	Iteration 14Q: 3 clusters Score -86314.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86319.015625 Penalty: 2254.942383
	Iteration 15Q: 3 clusters Score -86319.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86327.210938 Penalty: 2254.942383
	Iteration 16Q: 3 clusters Score -86327.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86330.546875 Penalty: 2254.942383
	Iteration 17Q: 3 clusters Score -86330.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86333.203125 Penalty: 2254.942383
	Iteration 18Q: 3 clusters Score -86333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86333.203125 Penalty: 2254.942383
	Iteration 19F: 3 clusters Score -86333.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Entering Unmasked Estep 
Score: -3374279.000000 Penalty: 1705.476196
	Iteration 0F: 2 clusters Score -3374279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3349972.000000 Penalty: 3410.952393
	Iteration 0F: 3 clusters Score -3349972 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3359553.000000 Penalty: 3410.952393
	Iteration 1F: 3 clusters Score -3359553 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3360104.000000 Penalty: 3410.952393
	Iteration 2Q: 3 clusters Score -3360104 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3360719.750000 Penalty: 3410.952393
	Iteration 3Q: 3 clusters Score -3360720 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3361437.750000 Penalty: 3410.952393
	Iteration 4Q: 3 clusters Score -3361438 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3362493.750000 Penalty: 3410.952393
	Iteration 5Q: 3 clusters Score -3362494 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3363887.250000 Penalty: 3410.952393
	Iteration 6F: 3 clusters Score -3363887 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3365351.750000 Penalty: 3410.952393
	Iteration 7F: 3 clusters Score -3365352 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3366796.750000 Penalty: 3410.952393
	Iteration 8F: 3 clusters Score -3366797 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3368048.750000 Penalty: 3410.952393
	Iteration 9F: 3 clusters Score -3368049 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3369067.250000 Penalty: 3410.952393
	Iteration 10Q: 3 clusters Score -3369067 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3369835.500000 Penalty: 3410.952393
	Iteration 11Q: 3 clusters Score -3369836 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3370419.750000 Penalty: 3410.952393
	Iteration 12Q: 3 clusters Score -3370420 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3370884.750000 Penalty: 3410.952393
	Iteration 13Q: 3 clusters Score -3370885 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3371278.750000 Penalty: 3410.952393
	Iteration 14Q: 3 clusters Score -3371279 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3371651.250000 Penalty: 3410.952393
	Iteration 15Q: 3 clusters Score -3371651 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3371915.000000 Penalty: 3410.952393
	Iteration 16Q: 3 clusters Score -3371915 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3372123.250000 Penalty: 3410.952393
	Iteration 17Q: 3 clusters Score -3372123 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3372284.000000 Penalty: 3410.952393
	Iteration 18Q: 3 clusters Score -3372284 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3372384.250000 Penalty: 3410.952393
	Iteration 19Q: 3 clusters Score -3372384 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3372477.000000 Penalty: 3410.952393
	Iteration 20F: 3 clusters Score -3372477 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3372543.250000 Penalty: 3410.952393
	Iteration 21Q: 3 clusters Score -3372543 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3372583.250000 Penalty: 3410.952393
	Iteration 22Q: 3 clusters Score -3372583 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3372617.750000 Penalty: 3410.952393
	Iteration 23Q: 3 clusters Score -3372618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3372646.750000 Penalty: 3410.952393
	Iteration 24Q: 3 clusters Score -3372647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3372672.750000 Penalty: 3410.952393
	Iteration 25Q: 3 clusters Score -3372673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3372712.250000 Penalty: 3410.952393
	Iteration 26Q: 3 clusters Score -3372712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3372744.000000 Penalty: 3410.952393
	Iteration 27Q: 3 clusters Score -3372744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3372765.500000 Penalty: 3410.952393
	Iteration 28Q: 3 clusters Score -3372766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3372791.250000 Penalty: 3410.952393
	Iteration 29Q: 3 clusters Score -3372791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3372815.250000 Penalty: 3410.952393
	Iteration 30Q: 3 clusters Score -3372815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3372825.250000 Penalty: 3410.952393
	Iteration 31Q: 3 clusters Score -3372825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3372842.500000 Penalty: 3410.952393
	Iteration 32Q: 3 clusters Score -3372842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3372840.750000 Penalty: 3410.952393
	Iteration 33Q: 3 clusters Score -3372841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3372851.500000 Penalty: 3410.952393
	Iteration 34Q: 3 clusters Score -3372852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3372853.000000 Penalty: 3410.952393
	Iteration 35Q: 3 clusters Score -3372853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3372860.750000 Penalty: 3410.952393
	Iteration 36Q: 3 clusters Score -3372861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3372878.250000 Penalty: 3410.952393
	Iteration 37Q: 3 clusters Score -3372878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3372879.750000 Penalty: 3410.952393
	Iteration 38Q: 3 clusters Score -3372880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3372879.750000 Penalty: 3410.952393
	Iteration 39Q: 3 clusters Score -3372880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3372883.000000 Penalty: 3410.952393
	Iteration 40F: 3 clusters Score -3372883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3372887.500000 Penalty: 3410.952393
	Iteration 41Q: 3 clusters Score -3372888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3372892.750000 Penalty: 3410.952393
	Iteration 42Q: 3 clusters Score -3372893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3372890.250000 Penalty: 3410.952393
	Iteration 43Q: 3 clusters Score -3372890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3372887.250000 Penalty: 3410.952393
	Iteration 44Q: 3 clusters Score -3372887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3372887.750000 Penalty: 3410.952393
	Iteration 45Q: 3 clusters Score -3372888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3372890.500000 Penalty: 3410.952393
	Iteration 46Q: 3 clusters Score -3372890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3372890.000000 Penalty: 3410.952393
	Iteration 47Q: 3 clusters Score -3372890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3372890.000000 Penalty: 3410.952393
	Iteration 48F: 3 clusters Score -3372890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Entering Unmasked Estep 
Score: -3933309.500000 Penalty: 1730.426147
	Iteration 0F: 2 clusters Score -3933310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3905214.000000 Penalty: 3460.852295
	Iteration 0F: 3 clusters Score -3905214 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3916085.750000 Penalty: 3460.852295
	Iteration 1F: 3 clusters Score -3916086 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3916465.250000 Penalty: 3460.852295
	Iteration 2Q: 3 clusters Score -3916465 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3916862.000000 Penalty: 3460.852295
	Iteration 3Q: 3 clusters Score -3916862 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3917307.750000 Penalty: 3460.852295
	Iteration 4Q: 3 clusters Score -3917308 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3917920.500000 Penalty: 3460.852295
	Iteration 5Q: 3 clusters Score -3917920 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3918800.250000 Penalty: 3460.852295
	Iteration 6Q: 3 clusters Score -3918800 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3920229.500000 Penalty: 3460.852295
	Iteration 7F: 3 clusters Score -3920230 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3922419.000000 Penalty: 3460.852295
	Iteration 8F: 3 clusters Score -3922419 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -3925177.000000 Penalty: 3460.852295
	Iteration 9F: 3 clusters Score -3925177 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -3927753.500000 Penalty: 3460.852295
	Iteration 10F: 3 clusters Score -3927754 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -3929427.000000 Penalty: 3460.852295
	Iteration 11Q: 3 clusters Score -3929427 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -3930480.500000 Penalty: 3460.852295
	Iteration 12Q: 3 clusters Score -3930480 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -3931096.500000 Penalty: 3460.852295
	Iteration 13Q: 3 clusters Score -3931096 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -3931409.750000 Penalty: 3460.852295
	Iteration 14Q: 3 clusters Score -3931410 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -3931552.500000 Penalty: 3460.852295
	Iteration 15Q: 3 clusters Score -3931552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -3931623.000000 Penalty: 3460.852295
	Iteration 16Q: 3 clusters Score -3931623 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -3931686.000000 Penalty: 3460.852295
	Iteration 17Q: 3 clusters Score -3931686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -3931722.500000 Penalty: 3460.852295
	Iteration 18Q: 3 clusters Score -3931722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -3931749.250000 Penalty: 3460.852295
	Iteration 19Q: 3 clusters Score -3931749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -3931770.000000 Penalty: 3460.852295
	Iteration 20F: 3 clusters Score -3931770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -3931784.500000 Penalty: 3460.852295
	Iteration 21Q: 3 clusters Score -3931784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -3931793.750000 Penalty: 3460.852295
	Iteration 22Q: 3 clusters Score -3931794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -3931802.750000 Penalty: 3460.852295
	Iteration 23Q: 3 clusters Score -3931803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -3931825.750000 Penalty: 3460.852295
	Iteration 24Q: 3 clusters Score -3931826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -3931830.250000 Penalty: 3460.852295
	Iteration 25Q: 3 clusters Score -3931830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -3931838.500000 Penalty: 3460.852295
	Iteration 26Q: 3 clusters Score -3931838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -3931846.750000 Penalty: 3460.852295
	Iteration 27Q: 3 clusters Score -3931847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -3931851.000000 Penalty: 3460.852295
	Iteration 28Q: 3 clusters Score -3931851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -3931855.750000 Penalty: 3460.852295
	Iteration 29Q: 3 clusters Score -3931856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -3931856.750000 Penalty: 3460.852295
	Iteration 30Q: 3 clusters Score -3931857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -3931862.000000 Penalty: 3460.852295
	Iteration 31Q: 3 clusters Score -3931862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -3931859.500000 Penalty: 3460.852295
	Iteration 32Q: 3 clusters Score -3931860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -3931859.500000 Penalty: 3460.852295
	Iteration 33F: 3 clusters Score -3931860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -85823.710938 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -85823.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -84377.734375 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -84377.73 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -84674.406250 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -84674.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -84775.500000 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -84775.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84861.171875 Penalty: 2263.651123
	Iteration 3F: 3 clusters Score -84861.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -84928.398438 Penalty: 2263.651123
	Iteration 4Q: 3 clusters Score -84928.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -84983.695312 Penalty: 2263.651123
	Iteration 5Q: 3 clusters Score -84983.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -85030.242188 Penalty: 2263.651123
	Iteration 6Q: 3 clusters Score -85030.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -85057.289062 Penalty: 2263.651123
	Iteration 7Q: 3 clusters Score -85057.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -85071.695312 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -85071.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -85079.312500 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -85079.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -85081.171875 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -85081.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -85081.796875 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -85081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -85083.648438 Penalty: 2263.651123
	Iteration 12Q: 3 clusters Score -85083.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -85084.960938 Penalty: 2263.651123
	Iteration 13Q: 3 clusters Score -85084.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85086.039062 Penalty: 2263.651123
	Iteration 14Q: 3 clusters Score -85086.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -85087.046875 Penalty: 2263.651123
	Iteration 15Q: 3 clusters Score -85087.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85088.320312 Penalty: 2263.651123
	Iteration 16Q: 3 clusters Score -85088.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85088.320312 Penalty: 2263.651123
	Iteration 17F: 3 clusters Score -85088.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Entering Unmasked Estep 
Score: -1233757.000000 Penalty: 1539.639160
	Iteration 0F: 2 clusters Score -1233757 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 6550 members 
Entering Unmasked Estep 
Score: -1224577.750000 Penalty: 3079.278320
	Iteration 0F: 3 clusters Score -1224578 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1227726.000000 Penalty: 3079.278320
	Iteration 1F: 3 clusters Score -1227726 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1227996.000000 Penalty: 3079.278320
	Iteration 2F: 3 clusters Score -1227996 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1228241.875000 Penalty: 3079.278320
	Iteration 3Q: 3 clusters Score -1228242 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1228503.750000 Penalty: 3079.278320
	Iteration 4Q: 3 clusters Score -1228504 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1228756.125000 Penalty: 3079.278320
	Iteration 5Q: 3 clusters Score -1228756 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1229021.500000 Penalty: 3079.278320
	Iteration 6Q: 3 clusters Score -1229022 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1229316.625000 Penalty: 3079.278320
	Iteration 7Q: 3 clusters Score -1229317 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1229612.375000 Penalty: 3079.278320
	Iteration 8Q: 3 clusters Score -1229612 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1229905.500000 Penalty: 3079.278320
	Iteration 9Q: 3 clusters Score -1229906 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1230262.375000 Penalty: 3079.278320
	Iteration 10Q: 3 clusters Score -1230262 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1230616.000000 Penalty: 3079.278320
	Iteration 11Q: 3 clusters Score -1230616 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1230904.250000 Penalty: 3079.278320
	Iteration 12Q: 3 clusters Score -1230904 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1231080.125000 Penalty: 3079.278320
	Iteration 13Q: 3 clusters Score -1231080 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1231170.375000 Penalty: 3079.278320
	Iteration 14Q: 3 clusters Score -1231170 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1231229.500000 Penalty: 3079.278320
	Iteration 15Q: 3 clusters Score -1231230 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1231267.125000 Penalty: 3079.278320
	Iteration 16Q: 3 clusters Score -1231267 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1231286.375000 Penalty: 3079.278320
	Iteration 17Q: 3 clusters Score -1231286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1231294.000000 Penalty: 3079.278320
	Iteration 18Q: 3 clusters Score -1231294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1231306.750000 Penalty: 3079.278320
	Iteration 19Q: 3 clusters Score -1231307 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1231310.125000 Penalty: 3079.278320
	Iteration 20F: 3 clusters Score -1231310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1231322.125000 Penalty: 3079.278320
	Iteration 21Q: 3 clusters Score -1231322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1231327.250000 Penalty: 3079.278320
	Iteration 22Q: 3 clusters Score -1231327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1231338.750000 Penalty: 3079.278320
	Iteration 23Q: 3 clusters Score -1231339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1231336.125000 Penalty: 3079.278320
	Iteration 24Q: 3 clusters Score -1231336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1231335.500000 Penalty: 3079.278320
	Iteration 25Q: 3 clusters Score -1231336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1231340.500000 Penalty: 3079.278320
	Iteration 26Q: 3 clusters Score -1231340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1231343.375000 Penalty: 3079.278320
	Iteration 27Q: 3 clusters Score -1231343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1231343.500000 Penalty: 3079.278320
	Iteration 28Q: 3 clusters Score -1231344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1231339.875000 Penalty: 3079.278320
	Iteration 29Q: 3 clusters Score -1231340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1231340.875000 Penalty: 3079.278320
	Iteration 30Q: 3 clusters Score -1231341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1231340.500000 Penalty: 3079.278320
	Iteration 31Q: 3 clusters Score -1231340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1231341.750000 Penalty: 3079.278320
	Iteration 32Q: 3 clusters Score -1231342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1231341.750000 Penalty: 3079.278320
	Iteration 33Q: 3 clusters Score -1231342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1231341.500000 Penalty: 3079.278320
	Iteration 34Q: 3 clusters Score -1231342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1231343.125000 Penalty: 3079.278320
	Iteration 35Q: 3 clusters Score -1231343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1231346.625000 Penalty: 3079.278320
	Iteration 36Q: 3 clusters Score -1231347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1231345.875000 Penalty: 3079.278320
	Iteration 37Q: 3 clusters Score -1231346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1231345.250000 Penalty: 3079.278320
	Iteration 38Q: 3 clusters Score -1231345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1231345.250000 Penalty: 3079.278320
	Iteration 39F: 3 clusters Score -1231345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Entering Unmasked Estep 
Score: -1989614.375000 Penalty: 1619.038208
	Iteration 0F: 2 clusters Score -1989614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1975119.875000 Penalty: 3238.076416
	Iteration 0F: 3 clusters Score -1975120 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1980427.250000 Penalty: 3238.076416
	Iteration 1F: 3 clusters Score -1980427 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1980867.500000 Penalty: 3238.076416
	Iteration 2F: 3 clusters Score -1980868 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1981265.375000 Penalty: 3238.076416
	Iteration 3Q: 3 clusters Score -1981265 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1981684.625000 Penalty: 3238.076416
	Iteration 4Q: 3 clusters Score -1981685 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1982085.500000 Penalty: 3238.076416
	Iteration 5Q: 3 clusters Score -1982086 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1982501.750000 Penalty: 3238.076416
	Iteration 6Q: 3 clusters Score -1982502 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1983016.500000 Penalty: 3238.076416
	Iteration 7Q: 3 clusters Score -1983016 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1983603.875000 Penalty: 3238.076416
	Iteration 8Q: 3 clusters Score -1983604 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1984342.875000 Penalty: 3238.076416
	Iteration 9Q: 3 clusters Score -1984343 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1985151.750000 Penalty: 3238.076416
	Iteration 10Q: 3 clusters Score -1985152 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1985794.750000 Penalty: 3238.076416
	Iteration 11Q: 3 clusters Score -1985795 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1986183.875000 Penalty: 3238.076416
	Iteration 12Q: 3 clusters Score -1986184 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1986393.250000 Penalty: 3238.076416
	Iteration 13Q: 3 clusters Score -1986393 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1986510.750000 Penalty: 3238.076416
	Iteration 14Q: 3 clusters Score -1986511 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1986624.000000 Penalty: 3238.076416
	Iteration 15Q: 3 clusters Score -1986624 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1986714.875000 Penalty: 3238.076416
	Iteration 16Q: 3 clusters Score -1986715 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1986792.375000 Penalty: 3238.076416
	Iteration 17Q: 3 clusters Score -1986792 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1986894.625000 Penalty: 3238.076416
	Iteration 18Q: 3 clusters Score -1986895 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1986972.875000 Penalty: 3238.076416
	Iteration 19Q: 3 clusters Score -1986973 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1987047.625000 Penalty: 3238.076416
	Iteration 20F: 3 clusters Score -1987048 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1987116.625000 Penalty: 3238.076416
	Iteration 21Q: 3 clusters Score -1987117 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1987186.000000 Penalty: 3238.076416
	Iteration 22Q: 3 clusters Score -1987186 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1987243.500000 Penalty: 3238.076416
	Iteration 23Q: 3 clusters Score -1987244 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1987291.750000 Penalty: 3238.076416
	Iteration 24Q: 3 clusters Score -1987292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1987351.125000 Penalty: 3238.076416
	Iteration 25Q: 3 clusters Score -1987351 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1987402.625000 Penalty: 3238.076416
	Iteration 26Q: 3 clusters Score -1987403 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1987443.750000 Penalty: 3238.076416
	Iteration 27Q: 3 clusters Score -1987444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -1987487.625000 Penalty: 3238.076416
	Iteration 28Q: 3 clusters Score -1987488 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1987513.500000 Penalty: 3238.076416
	Iteration 29Q: 3 clusters Score -1987514 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1987544.500000 Penalty: 3238.076416
	Iteration 30Q: 3 clusters Score -1987544 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1987580.000000 Penalty: 3238.076416
	Iteration 31Q: 3 clusters Score -1987580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1987603.000000 Penalty: 3238.076416
	Iteration 32Q: 3 clusters Score -1987603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1987625.875000 Penalty: 3238.076416
	Iteration 33Q: 3 clusters Score -1987626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1987634.500000 Penalty: 3238.076416
	Iteration 34Q: 3 clusters Score -1987634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1987652.875000 Penalty: 3238.076416
	Iteration 35Q: 3 clusters Score -1987653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1987675.750000 Penalty: 3238.076416
	Iteration 36Q: 3 clusters Score -1987676 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1987693.750000 Penalty: 3238.076416
	Iteration 37Q: 3 clusters Score -1987694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1987721.375000 Penalty: 3238.076416
	Iteration 38Q: 3 clusters Score -1987721 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1987741.875000 Penalty: 3238.076416
	Iteration 39Q: 3 clusters Score -1987742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1987766.750000 Penalty: 3238.076416
	Iteration 40F: 3 clusters Score -1987767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1987787.250000 Penalty: 3238.076416
	Iteration 41Q: 3 clusters Score -1987787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1987818.125000 Penalty: 3238.076416
	Iteration 42Q: 3 clusters Score -1987818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1987839.875000 Penalty: 3238.076416
	Iteration 43Q: 3 clusters Score -1987840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1987869.125000 Penalty: 3238.076416
	Iteration 44Q: 3 clusters Score -1987869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1987889.750000 Penalty: 3238.076416
	Iteration 45Q: 3 clusters Score -1987890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1987908.500000 Penalty: 3238.076416
	Iteration 46Q: 3 clusters Score -1987908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1987922.625000 Penalty: 3238.076416
	Iteration 47Q: 3 clusters Score -1987923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1987928.875000 Penalty: 3238.076416
	Iteration 48Q: 3 clusters Score -1987929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -1987941.375000 Penalty: 3238.076416
	Iteration 49Q: 3 clusters Score -1987941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1987945.500000 Penalty: 3238.076416
	Iteration 50Q: 3 clusters Score -1987946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1987956.125000 Penalty: 3238.076416
	Iteration 51Q: 3 clusters Score -1987956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -1987965.750000 Penalty: 3238.076416
	Iteration 52Q: 3 clusters Score -1987966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1987981.000000 Penalty: 3238.076416
	Iteration 53Q: 3 clusters Score -1987981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1987994.250000 Penalty: 3238.076416
	Iteration 54Q: 3 clusters Score -1987994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1988013.625000 Penalty: 3238.076416
	Iteration 55Q: 3 clusters Score -1988014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1988023.625000 Penalty: 3238.076416
	Iteration 56Q: 3 clusters Score -1988024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -1988034.000000 Penalty: 3238.076416
	Iteration 57Q: 3 clusters Score -1988034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -1988046.750000 Penalty: 3238.076416
	Iteration 58Q: 3 clusters Score -1988047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1988056.750000 Penalty: 3238.076416
	Iteration 59Q: 3 clusters Score -1988057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1988070.625000 Penalty: 3238.076416
	Iteration 60F: 3 clusters Score -1988071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1988076.625000 Penalty: 3238.076416
	Iteration 61Q: 3 clusters Score -1988077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1988088.875000 Penalty: 3238.076416
	Iteration 62Q: 3 clusters Score -1988089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1988098.250000 Penalty: 3238.076416
	Iteration 63Q: 3 clusters Score -1988098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1988096.875000 Penalty: 3238.076416
	Iteration 64Q: 3 clusters Score -1988097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -1988100.875000 Penalty: 3238.076416
	Iteration 65Q: 3 clusters Score -1988101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -1988102.250000 Penalty: 3238.076416
	Iteration 66Q: 3 clusters Score -1988102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -1988107.125000 Penalty: 3238.076416
	Iteration 67Q: 3 clusters Score -1988107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -1988113.125000 Penalty: 3238.076416
	Iteration 68Q: 3 clusters Score -1988113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1988113.000000 Penalty: 3238.076416
	Iteration 69Q: 3 clusters Score -1988113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1988113.875000 Penalty: 3238.076416
	Iteration 70Q: 3 clusters Score -1988114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -1988116.750000 Penalty: 3238.076416
	Iteration 71Q: 3 clusters Score -1988117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -1988114.750000 Penalty: 3238.076416
	Iteration 72Q: 3 clusters Score -1988115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1988116.875000 Penalty: 3238.076416
	Iteration 73Q: 3 clusters Score -1988117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -1988118.125000 Penalty: 3238.076416
	Iteration 74Q: 3 clusters Score -1988118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -1988121.750000 Penalty: 3238.076416
	Iteration 75Q: 3 clusters Score -1988122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1988121.250000 Penalty: 3238.076416
	Iteration 76Q: 3 clusters Score -1988121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1988126.375000 Penalty: 3238.076416
	Iteration 77Q: 3 clusters Score -1988126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1988128.250000 Penalty: 3238.076416
	Iteration 78Q: 3 clusters Score -1988128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1988128.375000 Penalty: 3238.076416
	Iteration 79Q: 3 clusters Score -1988128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1988131.750000 Penalty: 3238.076416
	Iteration 80F: 3 clusters Score -1988132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1988139.000000 Penalty: 3238.076416
	Iteration 81Q: 3 clusters Score -1988139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1988148.375000 Penalty: 3238.076416
	Iteration 82Q: 3 clusters Score -1988148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -1988155.250000 Penalty: 3238.076416
	Iteration 83Q: 3 clusters Score -1988155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -1988156.125000 Penalty: 3238.076416
	Iteration 84Q: 3 clusters Score -1988156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1988159.375000 Penalty: 3238.076416
	Iteration 85Q: 3 clusters Score -1988159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -1988163.875000 Penalty: 3238.076416
	Iteration 86Q: 3 clusters Score -1988164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -1988163.875000 Penalty: 3238.076416
	Iteration 87F: 3 clusters Score -1988164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Entering Unmasked Estep 
Score: -1133890.125000 Penalty: 1527.937866
	Iteration 0F: 2 clusters Score -1133890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1125341.000000 Penalty: 3055.875732
	Iteration 0F: 3 clusters Score -1125341 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1128207.625000 Penalty: 3055.875732
	Iteration 1F: 3 clusters Score -1128208 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1128511.625000 Penalty: 3055.875732
	Iteration 2F: 3 clusters Score -1128512 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1128796.625000 Penalty: 3055.875732
	Iteration 3F: 3 clusters Score -1128797 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1129118.875000 Penalty: 3055.875732
	Iteration 4Q: 3 clusters Score -1129119 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1129550.250000 Penalty: 3055.875732
	Iteration 5F: 3 clusters Score -1129550 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1130081.250000 Penalty: 3055.875732
	Iteration 6F: 3 clusters Score -1130081 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1130696.875000 Penalty: 3055.875732
	Iteration 7F: 3 clusters Score -1130697 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1131251.375000 Penalty: 3055.875732
	Iteration 8F: 3 clusters Score -1131251 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1131685.750000 Penalty: 3055.875732
	Iteration 9Q: 3 clusters Score -1131686 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1132003.250000 Penalty: 3055.875732
	Iteration 10Q: 3 clusters Score -1132003 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1132194.125000 Penalty: 3055.875732
	Iteration 11Q: 3 clusters Score -1132194 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1132313.375000 Penalty: 3055.875732
	Iteration 12Q: 3 clusters Score -1132313 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1132399.625000 Penalty: 3055.875732
	Iteration 13Q: 3 clusters Score -1132400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1132476.125000 Penalty: 3055.875732
	Iteration 14Q: 3 clusters Score -1132476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1132545.750000 Penalty: 3055.875732
	Iteration 15Q: 3 clusters Score -1132546 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1132597.000000 Penalty: 3055.875732
	Iteration 16Q: 3 clusters Score -1132597 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1132637.875000 Penalty: 3055.875732
	Iteration 17Q: 3 clusters Score -1132638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1132662.000000 Penalty: 3055.875732
	Iteration 18Q: 3 clusters Score -1132662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1132680.875000 Penalty: 3055.875732
	Iteration 19Q: 3 clusters Score -1132681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1132699.125000 Penalty: 3055.875732
	Iteration 20F: 3 clusters Score -1132699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1132709.375000 Penalty: 3055.875732
	Iteration 21Q: 3 clusters Score -1132709 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1132727.750000 Penalty: 3055.875732
	Iteration 22Q: 3 clusters Score -1132728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1132736.125000 Penalty: 3055.875732
	Iteration 23Q: 3 clusters Score -1132736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1132745.875000 Penalty: 3055.875732
	Iteration 24Q: 3 clusters Score -1132746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1132753.625000 Penalty: 3055.875732
	Iteration 25Q: 3 clusters Score -1132754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1132761.000000 Penalty: 3055.875732
	Iteration 26Q: 3 clusters Score -1132761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1132765.125000 Penalty: 3055.875732
	Iteration 27Q: 3 clusters Score -1132765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1132769.125000 Penalty: 3055.875732
	Iteration 28Q: 3 clusters Score -1132769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1132776.875000 Penalty: 3055.875732
	Iteration 29Q: 3 clusters Score -1132777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1132782.250000 Penalty: 3055.875732
	Iteration 30Q: 3 clusters Score -1132782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1132785.750000 Penalty: 3055.875732
	Iteration 31Q: 3 clusters Score -1132786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1132787.500000 Penalty: 3055.875732
	Iteration 32Q: 3 clusters Score -1132788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1132792.750000 Penalty: 3055.875732
	Iteration 33Q: 3 clusters Score -1132793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1132798.500000 Penalty: 3055.875732
	Iteration 34Q: 3 clusters Score -1132798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1132803.750000 Penalty: 3055.875732
	Iteration 35Q: 3 clusters Score -1132804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1132806.125000 Penalty: 3055.875732
	Iteration 36Q: 3 clusters Score -1132806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1132806.375000 Penalty: 3055.875732
	Iteration 37Q: 3 clusters Score -1132806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1132811.750000 Penalty: 3055.875732
	Iteration 38Q: 3 clusters Score -1132812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1132817.500000 Penalty: 3055.875732
	Iteration 39Q: 3 clusters Score -1132818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1132817.375000 Penalty: 3055.875732
	Iteration 40F: 3 clusters Score -1132817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1132821.750000 Penalty: 3055.875732
	Iteration 41Q: 3 clusters Score -1132822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1132821.750000 Penalty: 3055.875732
	Iteration 42Q: 3 clusters Score -1132822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1132824.750000 Penalty: 3055.875732
	Iteration 43Q: 3 clusters Score -1132825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1132828.625000 Penalty: 3055.875732
	Iteration 44Q: 3 clusters Score -1132829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1132828.000000 Penalty: 3055.875732
	Iteration 45Q: 3 clusters Score -1132828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1132834.250000 Penalty: 3055.875732
	Iteration 46Q: 3 clusters Score -1132834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1132838.125000 Penalty: 3055.875732
	Iteration 47Q: 3 clusters Score -1132838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1132842.750000 Penalty: 3055.875732
	Iteration 48Q: 3 clusters Score -1132843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1132845.875000 Penalty: 3055.875732
	Iteration 49Q: 3 clusters Score -1132846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1132849.750000 Penalty: 3055.875732
	Iteration 50Q: 3 clusters Score -1132850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1132847.500000 Penalty: 3055.875732
	Iteration 51Q: 3 clusters Score -1132848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1132850.500000 Penalty: 3055.875732
	Iteration 52Q: 3 clusters Score -1132850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1132850.750000 Penalty: 3055.875732
	Iteration 53Q: 3 clusters Score -1132851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1132854.250000 Penalty: 3055.875732
	Iteration 54Q: 3 clusters Score -1132854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1132854.250000 Penalty: 3055.875732
	Iteration 55Q: 3 clusters Score -1132854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1132854.625000 Penalty: 3055.875732
	Iteration 56Q: 3 clusters Score -1132855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1132859.750000 Penalty: 3055.875732
	Iteration 57Q: 3 clusters Score -1132860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1132864.000000 Penalty: 3055.875732
	Iteration 58Q: 3 clusters Score -1132864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1132865.250000 Penalty: 3055.875732
	Iteration 59Q: 3 clusters Score -1132865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1132866.250000 Penalty: 3055.875732
	Iteration 60F: 3 clusters Score -1132866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1132871.250000 Penalty: 3055.875732
	Iteration 61Q: 3 clusters Score -1132871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1132872.000000 Penalty: 3055.875732
	Iteration 62Q: 3 clusters Score -1132872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1132874.875000 Penalty: 3055.875732
	Iteration 63Q: 3 clusters Score -1132875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1132876.125000 Penalty: 3055.875732
	Iteration 64Q: 3 clusters Score -1132876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1132878.375000 Penalty: 3055.875732
	Iteration 65Q: 3 clusters Score -1132878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1132881.375000 Penalty: 3055.875732
	Iteration 66Q: 3 clusters Score -1132881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1132882.625000 Penalty: 3055.875732
	Iteration 67Q: 3 clusters Score -1132883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1132885.000000 Penalty: 3055.875732
	Iteration 68Q: 3 clusters Score -1132885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1132886.625000 Penalty: 3055.875732
	Iteration 69Q: 3 clusters Score -1132887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1132890.750000 Penalty: 3055.875732
	Iteration 70Q: 3 clusters Score -1132891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1132895.125000 Penalty: 3055.875732
	Iteration 71Q: 3 clusters Score -1132895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1132894.375000 Penalty: 3055.875732
	Iteration 72Q: 3 clusters Score -1132894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1132894.250000 Penalty: 3055.875732
	Iteration 73Q: 3 clusters Score -1132894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1132895.125000 Penalty: 3055.875732
	Iteration 74Q: 3 clusters Score -1132895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1132897.000000 Penalty: 3055.875732
	Iteration 75Q: 3 clusters Score -1132897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1132899.125000 Penalty: 3055.875732
	Iteration 76Q: 3 clusters Score -1132899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1132902.375000 Penalty: 3055.875732
	Iteration 77Q: 3 clusters Score -1132902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1132902.875000 Penalty: 3055.875732
	Iteration 78Q: 3 clusters Score -1132903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1132902.250000 Penalty: 3055.875732
	Iteration 79Q: 3 clusters Score -1132902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1132903.625000 Penalty: 3055.875732
	Iteration 80F: 3 clusters Score -1132904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1132905.250000 Penalty: 3055.875732
	Iteration 81Q: 3 clusters Score -1132905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1132906.625000 Penalty: 3055.875732
	Iteration 82Q: 3 clusters Score -1132907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1132905.375000 Penalty: 3055.875732
	Iteration 83Q: 3 clusters Score -1132905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1132908.000000 Penalty: 3055.875732
	Iteration 84Q: 3 clusters Score -1132908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1132908.000000 Penalty: 3055.875732
	Iteration 85Q: 3 clusters Score -1132908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1132907.750000 Penalty: 3055.875732
	Iteration 86Q: 3 clusters Score -1132908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1132907.750000 Penalty: 3055.875732
	Iteration 87Q: 3 clusters Score -1132908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1132908.125000 Penalty: 3055.875732
	Iteration 88Q: 3 clusters Score -1132908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1132907.375000 Penalty: 3055.875732
	Iteration 89Q: 3 clusters Score -1132907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1132907.250000 Penalty: 3055.875732
	Iteration 90Q: 3 clusters Score -1132907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1132910.875000 Penalty: 3055.875732
	Iteration 91Q: 3 clusters Score -1132911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1132911.125000 Penalty: 3055.875732
	Iteration 92Q: 3 clusters Score -1132911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1132910.375000 Penalty: 3055.875732
	Iteration 93Q: 3 clusters Score -1132910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1132910.375000 Penalty: 3055.875732
	Iteration 94F: 3 clusters Score -1132910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Entering Unmasked Estep 
Score: -5636148.000000 Penalty: 1788.624756
	Iteration 0F: 2 clusters Score -5636148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5595573.500000 Penalty: 3577.249512
	Iteration 0F: 3 clusters Score -5595574 nChanged 28712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -5612177.000000 Penalty: 3577.249512
	Iteration 1F: 3 clusters Score -5612177 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5612938.500000 Penalty: 3577.249512
	Iteration 2Q: 3 clusters Score -5612938 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -5613909.000000 Penalty: 3577.249512
	Iteration 3Q: 3 clusters Score -5613909 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -5615219.500000 Penalty: 3577.249512
	Iteration 4Q: 3 clusters Score -5615220 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -5617198.000000 Penalty: 3577.249512
	Iteration 5F: 3 clusters Score -5617198 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -5619929.500000 Penalty: 3577.249512
	Iteration 6F: 3 clusters Score -5619930 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5623330.500000 Penalty: 3577.249512
	Iteration 7F: 3 clusters Score -5623330 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5626439.500000 Penalty: 3577.249512
	Iteration 8F: 3 clusters Score -5626440 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5628417.500000 Penalty: 3577.249512
	Iteration 9Q: 3 clusters Score -5628418 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -5629612.000000 Penalty: 3577.249512
	Iteration 10Q: 3 clusters Score -5629612 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -5630404.500000 Penalty: 3577.249512
	Iteration 11Q: 3 clusters Score -5630404 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -5631021.500000 Penalty: 3577.249512
	Iteration 12Q: 3 clusters Score -5631022 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -5631442.000000 Penalty: 3577.249512
	Iteration 13Q: 3 clusters Score -5631442 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -5631729.000000 Penalty: 3577.249512
	Iteration 14Q: 3 clusters Score -5631729 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -5631979.000000 Penalty: 3577.249512
	Iteration 15Q: 3 clusters Score -5631979 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -5632234.500000 Penalty: 3577.249512
	Iteration 16Q: 3 clusters Score -5632234 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -5632448.000000 Penalty: 3577.249512
	Iteration 17Q: 3 clusters Score -5632448 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -5632618.500000 Penalty: 3577.249512
	Iteration 18Q: 3 clusters Score -5632618 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -5632783.000000 Penalty: 3577.249512
	Iteration 19Q: 3 clusters Score -5632783 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -5632965.500000 Penalty: 3577.249512
	Iteration 20F: 3 clusters Score -5632966 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -5633074.500000 Penalty: 3577.249512
	Iteration 21Q: 3 clusters Score -5633074 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -5633169.000000 Penalty: 3577.249512
	Iteration 22Q: 3 clusters Score -5633169 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -5633249.000000 Penalty: 3577.249512
	Iteration 23Q: 3 clusters Score -5633249 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -5633333.000000 Penalty: 3577.249512
	Iteration 24Q: 3 clusters Score -5633333 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -5633426.000000 Penalty: 3577.249512
	Iteration 25Q: 3 clusters Score -5633426 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -5633522.000000 Penalty: 3577.249512
	Iteration 26Q: 3 clusters Score -5633522 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -5633599.000000 Penalty: 3577.249512
	Iteration 27Q: 3 clusters Score -5633599 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -5633664.500000 Penalty: 3577.249512
	Iteration 28Q: 3 clusters Score -5633664 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -5633742.000000 Penalty: 3577.249512
	Iteration 29Q: 3 clusters Score -5633742 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -5633837.500000 Penalty: 3577.249512
	Iteration 30Q: 3 clusters Score -5633838 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -5633926.500000 Penalty: 3577.249512
	Iteration 31Q: 3 clusters Score -5633926 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -5634035.500000 Penalty: 3577.249512
	Iteration 32Q: 3 clusters Score -5634036 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -5634074.000000 Penalty: 3577.249512
	Iteration 33Q: 3 clusters Score -5634074 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -5634123.500000 Penalty: 3577.249512
	Iteration 34Q: 3 clusters Score -5634124 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -5634171.500000 Penalty: 3577.249512
	Iteration 35Q: 3 clusters Score -5634172 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -5634232.000000 Penalty: 3577.249512
	Iteration 36Q: 3 clusters Score -5634232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -5634247.500000 Penalty: 3577.249512
	Iteration 37Q: 3 clusters Score -5634248 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -5634299.500000 Penalty: 3577.249512
	Iteration 38Q: 3 clusters Score -5634300 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -5634339.500000 Penalty: 3577.249512
	Iteration 39Q: 3 clusters Score -5634340 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -5634385.500000 Penalty: 3577.249512
	Iteration 40F: 3 clusters Score -5634386 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -5634421.500000 Penalty: 3577.249512
	Iteration 41Q: 3 clusters Score -5634422 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -5634457.000000 Penalty: 3577.249512
	Iteration 42Q: 3 clusters Score -5634457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -5634500.000000 Penalty: 3577.249512
	Iteration 43Q: 3 clusters Score -5634500 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -5634548.000000 Penalty: 3577.249512
	Iteration 44Q: 3 clusters Score -5634548 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -5634575.000000 Penalty: 3577.249512
	Iteration 45Q: 3 clusters Score -5634575 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -5634600.000000 Penalty: 3577.249512
	Iteration 46Q: 3 clusters Score -5634600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -5634622.000000 Penalty: 3577.249512
	Iteration 47Q: 3 clusters Score -5634622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -5634641.000000 Penalty: 3577.249512
	Iteration 48Q: 3 clusters Score -5634641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -5634647.000000 Penalty: 3577.249512
	Iteration 49Q: 3 clusters Score -5634647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -5634663.500000 Penalty: 3577.249512
	Iteration 50Q: 3 clusters Score -5634664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -5634662.500000 Penalty: 3577.249512
	Iteration 51Q: 3 clusters Score -5634662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -5634696.000000 Penalty: 3577.249512
	Iteration 52Q: 3 clusters Score -5634696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -5634701.000000 Penalty: 3577.249512
	Iteration 53Q: 3 clusters Score -5634701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -5634708.000000 Penalty: 3577.249512
	Iteration 54Q: 3 clusters Score -5634708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -5634699.000000 Penalty: 3577.249512
	Iteration 55Q: 3 clusters Score -5634699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -5634704.500000 Penalty: 3577.249512
	Iteration 56Q: 3 clusters Score -5634704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -5634722.500000 Penalty: 3577.249512
	Iteration 57Q: 3 clusters Score -5634722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -5634721.500000 Penalty: 3577.249512
	Iteration 58Q: 3 clusters Score -5634722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -5634727.500000 Penalty: 3577.249512
	Iteration 59Q: 3 clusters Score -5634728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -5634736.500000 Penalty: 3577.249512
	Iteration 60F: 3 clusters Score -5634736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -5634730.500000 Penalty: 3577.249512
	Iteration 61Q: 3 clusters Score -5634730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -5634741.500000 Penalty: 3577.249512
	Iteration 62Q: 3 clusters Score -5634742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -5634737.000000 Penalty: 3577.249512
	Iteration 63Q: 3 clusters Score -5634737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -5634735.000000 Penalty: 3577.249512
	Iteration 64Q: 3 clusters Score -5634735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -5634736.500000 Penalty: 3577.249512
	Iteration 65Q: 3 clusters Score -5634736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -5634736.000000 Penalty: 3577.249512
	Iteration 66Q: 3 clusters Score -5634736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -5634737.500000 Penalty: 3577.249512
	Iteration 67Q: 3 clusters Score -5634738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -5634740.000000 Penalty: 3577.249512
	Iteration 68Q: 3 clusters Score -5634740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -5634742.500000 Penalty: 3577.249512
	Iteration 69Q: 3 clusters Score -5634742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -5634742.500000 Penalty: 3577.249512
	Iteration 70F: 3 clusters Score -5634742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Entering Unmasked Estep 
Score: -2769542.500000 Penalty: 1672.655273
	Iteration 0F: 2 clusters Score -2769542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2749781.250000 Penalty: 3345.310547
	Iteration 0F: 3 clusters Score -2749781 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2757248.750000 Penalty: 3345.310547
	Iteration 1F: 3 clusters Score -2757249 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2757665.500000 Penalty: 3345.310547
	Iteration 2Q: 3 clusters Score -2757666 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2758114.500000 Penalty: 3345.310547
	Iteration 3Q: 3 clusters Score -2758114 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2758771.750000 Penalty: 3345.310547
	Iteration 4Q: 3 clusters Score -2758772 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2759714.000000 Penalty: 3345.310547
	Iteration 5F: 3 clusters Score -2759714 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2760913.500000 Penalty: 3345.310547
	Iteration 6F: 3 clusters Score -2760914 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2762424.500000 Penalty: 3345.310547
	Iteration 7F: 3 clusters Score -2762424 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2763811.500000 Penalty: 3345.310547
	Iteration 8F: 3 clusters Score -2763812 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2764890.000000 Penalty: 3345.310547
	Iteration 9F: 3 clusters Score -2764890 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2765590.250000 Penalty: 3345.310547
	Iteration 10Q: 3 clusters Score -2765590 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2766090.250000 Penalty: 3345.310547
	Iteration 11Q: 3 clusters Score -2766090 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -2766438.250000 Penalty: 3345.310547
	Iteration 12Q: 3 clusters Score -2766438 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2766693.500000 Penalty: 3345.310547
	Iteration 13Q: 3 clusters Score -2766694 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2766953.000000 Penalty: 3345.310547
	Iteration 14Q: 3 clusters Score -2766953 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -2767167.000000 Penalty: 3345.310547
	Iteration 15Q: 3 clusters Score -2767167 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -2767329.500000 Penalty: 3345.310547
	Iteration 16Q: 3 clusters Score -2767330 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -2767492.750000 Penalty: 3345.310547
	Iteration 17Q: 3 clusters Score -2767493 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -2767645.500000 Penalty: 3345.310547
	Iteration 18Q: 3 clusters Score -2767646 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2767758.000000 Penalty: 3345.310547
	Iteration 19Q: 3 clusters Score -2767758 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2767852.000000 Penalty: 3345.310547
	Iteration 20F: 3 clusters Score -2767852 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -2767946.000000 Penalty: 3345.310547
	Iteration 21Q: 3 clusters Score -2767946 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -2768000.500000 Penalty: 3345.310547
	Iteration 22Q: 3 clusters Score -2768000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -2768043.500000 Penalty: 3345.310547
	Iteration 23Q: 3 clusters Score -2768044 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -2768078.500000 Penalty: 3345.310547
	Iteration 24Q: 3 clusters Score -2768078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2768120.000000 Penalty: 3345.310547
	Iteration 25Q: 3 clusters Score -2768120 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2768145.000000 Penalty: 3345.310547
	Iteration 26Q: 3 clusters Score -2768145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -2768164.000000 Penalty: 3345.310547
	Iteration 27Q: 3 clusters Score -2768164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -2768182.250000 Penalty: 3345.310547
	Iteration 28Q: 3 clusters Score -2768182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -2768199.250000 Penalty: 3345.310547
	Iteration 29Q: 3 clusters Score -2768199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2768219.000000 Penalty: 3345.310547
	Iteration 30Q: 3 clusters Score -2768219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2768228.750000 Penalty: 3345.310547
	Iteration 31Q: 3 clusters Score -2768229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -2768250.500000 Penalty: 3345.310547
	Iteration 32Q: 3 clusters Score -2768250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -2768252.250000 Penalty: 3345.310547
	Iteration 33Q: 3 clusters Score -2768252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2768271.500000 Penalty: 3345.310547
	Iteration 34Q: 3 clusters Score -2768272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -2768281.250000 Penalty: 3345.310547
	Iteration 35Q: 3 clusters Score -2768281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -2768296.250000 Penalty: 3345.310547
	Iteration 36Q: 3 clusters Score -2768296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -2768304.750000 Penalty: 3345.310547
	Iteration 37Q: 3 clusters Score -2768305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2768306.750000 Penalty: 3345.310547
	Iteration 38Q: 3 clusters Score -2768307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -2768312.000000 Penalty: 3345.310547
	Iteration 39Q: 3 clusters Score -2768312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -2768314.000000 Penalty: 3345.310547
	Iteration 40F: 3 clusters Score -2768314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -2768324.000000 Penalty: 3345.310547
	Iteration 41Q: 3 clusters Score -2768324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -2768323.750000 Penalty: 3345.310547
	Iteration 42Q: 3 clusters Score -2768324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -2768328.000000 Penalty: 3345.310547
	Iteration 43Q: 3 clusters Score -2768328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -2768331.250000 Penalty: 3345.310547
	Iteration 44Q: 3 clusters Score -2768331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -2768330.000000 Penalty: 3345.310547
	Iteration 45Q: 3 clusters Score -2768330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -2768338.000000 Penalty: 3345.310547
	Iteration 46Q: 3 clusters Score -2768338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2768339.500000 Penalty: 3345.310547
	Iteration 47Q: 3 clusters Score -2768340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -2768339.750000 Penalty: 3345.310547
	Iteration 48Q: 3 clusters Score -2768340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -2768339.750000 Penalty: 3345.310547
	Iteration 49Q: 3 clusters Score -2768340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -2768345.000000 Penalty: 3345.310547
	Iteration 50Q: 3 clusters Score -2768345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -2768353.500000 Penalty: 3345.310547
	Iteration 51Q: 3 clusters Score -2768354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -2768357.750000 Penalty: 3345.310547
	Iteration 52Q: 3 clusters Score -2768358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -2768356.750000 Penalty: 3345.310547
	Iteration 53Q: 3 clusters Score -2768357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -2768357.000000 Penalty: 3345.310547
	Iteration 54Q: 3 clusters Score -2768357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -2768358.750000 Penalty: 3345.310547
	Iteration 55Q: 3 clusters Score -2768359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -2768364.000000 Penalty: 3345.310547
	Iteration 56Q: 3 clusters Score -2768364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -2768365.000000 Penalty: 3345.310547
	Iteration 57Q: 3 clusters Score -2768365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -2768363.750000 Penalty: 3345.310547
	Iteration 58Q: 3 clusters Score -2768364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -2768367.500000 Penalty: 3345.310547
	Iteration 59Q: 3 clusters Score -2768368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -2768363.250000 Penalty: 3345.310547
	Iteration 60F: 3 clusters Score -2768363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -2768366.000000 Penalty: 3345.310547
	Iteration 61Q: 3 clusters Score -2768366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -2768366.000000 Penalty: 3345.310547
	Iteration 62Q: 3 clusters Score -2768366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -2768365.250000 Penalty: 3345.310547
	Iteration 63Q: 3 clusters Score -2768365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -2768368.750000 Penalty: 3345.310547
	Iteration 64Q: 3 clusters Score -2768369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -2768370.250000 Penalty: 3345.310547
	Iteration 65Q: 3 clusters Score -2768370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -2768368.500000 Penalty: 3345.310547
	Iteration 66Q: 3 clusters Score -2768368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -2768369.000000 Penalty: 3345.310547
	Iteration 67Q: 3 clusters Score -2768369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -2768369.000000 Penalty: 3345.310547
	Iteration 68Q: 3 clusters Score -2768369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -2768372.000000 Penalty: 3345.310547
	Iteration 69Q: 3 clusters Score -2768372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -2768371.250000 Penalty: 3345.310547
	Iteration 70Q: 3 clusters Score -2768371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -2768373.750000 Penalty: 3345.310547
	Iteration 71Q: 3 clusters Score -2768374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -2768371.000000 Penalty: 3345.310547
	Iteration 72Q: 3 clusters Score -2768371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -2768373.000000 Penalty: 3345.310547
	Iteration 73Q: 3 clusters Score -2768373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -2768373.000000 Penalty: 3345.310547
	Iteration 74F: 3 clusters Score -2768373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -548016.312500 Penalty: 1419.104248
	Iteration 0F: 2 clusters Score -548016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -543251.000000 Penalty: 2838.208496
	Iteration 0F: 3 clusters Score -543251 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -544554.562500 Penalty: 2838.208496
	Iteration 1F: 3 clusters Score -544554.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -544738.687500 Penalty: 2838.208496
	Iteration 2F: 3 clusters Score -544738.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -544889.375000 Penalty: 2838.208496
	Iteration 3F: 3 clusters Score -544889.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -545012.562500 Penalty: 2838.208496
	Iteration 4Q: 3 clusters Score -545012.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -545140.437500 Penalty: 2838.208496
	Iteration 5Q: 3 clusters Score -545140.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -545300.375000 Penalty: 2838.208496
	Iteration 6Q: 3 clusters Score -545300.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -545482.687500 Penalty: 2838.208496
	Iteration 7Q: 3 clusters Score -545482.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -545698.000000 Penalty: 2838.208496
	Iteration 8Q: 3 clusters Score -545698 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -545909.000000 Penalty: 2838.208496
	Iteration 9Q: 3 clusters Score -545909 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -546107.625000 Penalty: 2838.208496
	Iteration 10Q: 3 clusters Score -546107.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -546278.750000 Penalty: 2838.208496
	Iteration 11Q: 3 clusters Score -546278.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -546422.937500 Penalty: 2838.208496
	Iteration 12Q: 3 clusters Score -546422.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -546548.250000 Penalty: 2838.208496
	Iteration 13Q: 3 clusters Score -546548.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -546649.812500 Penalty: 2838.208496
	Iteration 14Q: 3 clusters Score -546649.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -546725.000000 Penalty: 2838.208496
	Iteration 15Q: 3 clusters Score -546725 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -546783.875000 Penalty: 2838.208496
	Iteration 16Q: 3 clusters Score -546783.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -546834.687500 Penalty: 2838.208496
	Iteration 17Q: 3 clusters Score -546834.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -546873.937500 Penalty: 2838.208496
	Iteration 18Q: 3 clusters Score -546873.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -546905.500000 Penalty: 2838.208496
	Iteration 19Q: 3 clusters Score -546905.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -546927.375000 Penalty: 2838.208496
	Iteration 20F: 3 clusters Score -546927.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -546943.125000 Penalty: 2838.208496
	Iteration 21Q: 3 clusters Score -546943.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -546953.812500 Penalty: 2838.208496
	Iteration 22Q: 3 clusters Score -546953.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -546969.625000 Penalty: 2838.208496
	Iteration 23Q: 3 clusters Score -546969.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -546980.562500 Penalty: 2838.208496
	Iteration 24Q: 3 clusters Score -546980.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -546990.812500 Penalty: 2838.208496
	Iteration 25Q: 3 clusters Score -546990.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -547000.312500 Penalty: 2838.208496
	Iteration 26Q: 3 clusters Score -547000.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -547006.687500 Penalty: 2838.208496
	Iteration 27Q: 3 clusters Score -547006.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -547012.250000 Penalty: 2838.208496
	Iteration 28Q: 3 clusters Score -547012.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -547016.937500 Penalty: 2838.208496
	Iteration 29Q: 3 clusters Score -547016.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -547021.250000 Penalty: 2838.208496
	Iteration 30Q: 3 clusters Score -547021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -547023.000000 Penalty: 2838.208496
	Iteration 31Q: 3 clusters Score -547023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -547024.500000 Penalty: 2838.208496
	Iteration 32Q: 3 clusters Score -547024.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -547025.875000 Penalty: 2838.208496
	Iteration 33Q: 3 clusters Score -547025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -547027.562500 Penalty: 2838.208496
	Iteration 34Q: 3 clusters Score -547027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -547029.500000 Penalty: 2838.208496
	Iteration 35Q: 3 clusters Score -547029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -547029.500000 Penalty: 2838.208496
	Iteration 36Q: 3 clusters Score -547029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -547030.062500 Penalty: 2838.208496
	Iteration 37Q: 3 clusters Score -547030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -547030.500000 Penalty: 2838.208496
	Iteration 38Q: 3 clusters Score -547030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -547032.500000 Penalty: 2838.208496
	Iteration 39Q: 3 clusters Score -547032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -547033.500000 Penalty: 2838.208496
	Iteration 40F: 3 clusters Score -547033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -547034.500000 Penalty: 2838.208496
	Iteration 41Q: 3 clusters Score -547034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -547035.562500 Penalty: 2838.208496
	Iteration 42Q: 3 clusters Score -547035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -547036.500000 Penalty: 2838.208496
	Iteration 43Q: 3 clusters Score -547036.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -547037.812500 Penalty: 2838.208496
	Iteration 44Q: 3 clusters Score -547037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -547040.312500 Penalty: 2838.208496
	Iteration 45Q: 3 clusters Score -547040.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -547041.625000 Penalty: 2838.208496
	Iteration 46Q: 3 clusters Score -547041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -547042.687500 Penalty: 2838.208496
	Iteration 47Q: 3 clusters Score -547042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -547042.750000 Penalty: 2838.208496
	Iteration 48Q: 3 clusters Score -547042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -547044.187500 Penalty: 2838.208496
	Iteration 49Q: 3 clusters Score -547044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -547046.812500 Penalty: 2838.208496
	Iteration 50Q: 3 clusters Score -547046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -547046.375000 Penalty: 2838.208496
	Iteration 51Q: 3 clusters Score -547046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -547047.562500 Penalty: 2838.208496
	Iteration 52Q: 3 clusters Score -547047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -547048.500000 Penalty: 2838.208496
	Iteration 53Q: 3 clusters Score -547048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -547048.312500 Penalty: 2838.208496
	Iteration 54Q: 3 clusters Score -547048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -547049.750000 Penalty: 2838.208496
	Iteration 55Q: 3 clusters Score -547049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -547050.375000 Penalty: 2838.208496
	Iteration 56Q: 3 clusters Score -547050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -547050.625000 Penalty: 2838.208496
	Iteration 57Q: 3 clusters Score -547050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -547051.187500 Penalty: 2838.208496
	Iteration 58Q: 3 clusters Score -547051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -547050.687500 Penalty: 2838.208496
	Iteration 59Q: 3 clusters Score -547050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -547051.312500 Penalty: 2838.208496
	Iteration 60F: 3 clusters Score -547051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Entering Unmasked Estep 
Score: -2033100.125000 Penalty: 1628.528687
	Iteration 0F: 2 clusters Score -2033100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2017665.875000 Penalty: 3257.057373
	Iteration 0F: 3 clusters Score -2017666 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2023273.125000 Penalty: 3257.057373
	Iteration 1F: 3 clusters Score -2023273 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2023701.000000 Penalty: 3257.057373
	Iteration 2F: 3 clusters Score -2023701 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2024271.375000 Penalty: 3257.057373
	Iteration 3F: 3 clusters Score -2024271 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2025186.500000 Penalty: 3257.057373
	Iteration 4F: 3 clusters Score -2025186 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2026522.375000 Penalty: 3257.057373
	Iteration 5F: 3 clusters Score -2026522 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2028201.625000 Penalty: 3257.057373
	Iteration 6F: 3 clusters Score -2028202 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2029776.250000 Penalty: 3257.057373
	Iteration 7F: 3 clusters Score -2029776 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2030813.750000 Penalty: 3257.057373
	Iteration 8Q: 3 clusters Score -2030814 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2031299.625000 Penalty: 3257.057373
	Iteration 9Q: 3 clusters Score -2031300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2031482.250000 Penalty: 3257.057373
	Iteration 10Q: 3 clusters Score -2031482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2031564.875000 Penalty: 3257.057373
	Iteration 11Q: 3 clusters Score -2031565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2031614.875000 Penalty: 3257.057373
	Iteration 12Q: 3 clusters Score -2031615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2031639.000000 Penalty: 3257.057373
	Iteration 13Q: 3 clusters Score -2031639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2031660.875000 Penalty: 3257.057373
	Iteration 14Q: 3 clusters Score -2031661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2031669.750000 Penalty: 3257.057373
	Iteration 15Q: 3 clusters Score -2031670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2031680.875000 Penalty: 3257.057373
	Iteration 16Q: 3 clusters Score -2031681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2031696.375000 Penalty: 3257.057373
	Iteration 17Q: 3 clusters Score -2031696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2031700.250000 Penalty: 3257.057373
	Iteration 18Q: 3 clusters Score -2031700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2031700.000000 Penalty: 3257.057373
	Iteration 19Q: 3 clusters Score -2031700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2031702.625000 Penalty: 3257.057373
	Iteration 20F: 3 clusters Score -2031703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (315287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315287 members 
Entering Unmasked Estep 
Score: -28849246.000000 Penalty: 2057.451172
	Iteration 0F: 2 clusters Score -2.884925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157545 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -28644740.000000 Penalty: 4114.902344
	Iteration 0F: 3 clusters Score -2.864474e+07 nChanged 153933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 159905 members 
Entering Unmasked Estep 
Score: -28736324.000000 Penalty: 4114.902344
	Iteration 1F: 3 clusters Score -2.873632e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 161276 members 
Entering Unmasked Estep 
Score: -28737104.000000 Penalty: 4114.902344
	Iteration 2Q: 3 clusters Score -2.87371e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151874 members 
Mstep: Class 2 contains 163413 members 
Entering Unmasked Estep 
Score: -28738144.000000 Penalty: 4114.902344
	Iteration 3Q: 3 clusters Score -2.873814e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 166810 members 
Entering Unmasked Estep 
Score: -28739396.000000 Penalty: 4114.902344
	Iteration 4Q: 3 clusters Score -2.87394e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143325 members 
Mstep: Class 2 contains 171962 members 
Entering Unmasked Estep 
Score: -28740986.000000 Penalty: 4114.902344
	Iteration 5Q: 3 clusters Score -2.874099e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135480 members 
Mstep: Class 2 contains 179807 members 
Entering Unmasked Estep 
Score: -28743626.000000 Penalty: 4114.902344
	Iteration 6Q: 3 clusters Score -2.874363e+07 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123393 members 
Mstep: Class 2 contains 191894 members 
Entering Unmasked Estep 
Score: -28748646.000000 Penalty: 4114.902344
	Iteration 7Q: 3 clusters Score -2.874865e+07 nChanged 18099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 209577 members 
Entering Unmasked Estep 
Score: -28758456.000000 Penalty: 4114.902344
	Iteration 8F: 3 clusters Score -2.875846e+07 nChanged 23833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 233316 members 
Entering Unmasked Estep 
Score: -28775834.000000 Penalty: 4114.902344
	Iteration 9F: 3 clusters Score -2.877583e+07 nChanged 27420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 260696 members 
Entering Unmasked Estep 
Score: -28799870.000000 Penalty: 4114.902344
	Iteration 10F: 3 clusters Score -2.879987e+07 nChanged 25384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 286080 members 
Entering Unmasked Estep 
Score: -28824660.000000 Penalty: 4114.902344
	Iteration 11F: 3 clusters Score -2.882466e+07 nChanged 17349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 303429 members 
Entering Unmasked Estep 
Score: -28840894.000000 Penalty: 4114.902344
	Iteration 12F: 3 clusters Score -2.884089e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 311873 members 
Entering Unmasked Estep 
Score: -28845640.000000 Penalty: 4114.902344
	Iteration 13Q: 3 clusters Score -2.884564e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 314425 members 
Entering Unmasked Estep 
Score: -28846970.000000 Penalty: 4114.902344
	Iteration 14Q: 3 clusters Score -2.884697e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315006 members 
Entering Unmasked Estep 
Score: -28847260.000000 Penalty: 4114.902344
	Iteration 15Q: 3 clusters Score -2.884726e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 315119 members 
Entering Unmasked Estep 
Score: -28847422.000000 Penalty: 4114.902344
	Iteration 16Q: 3 clusters Score -2.884742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 315146 members 
Entering Unmasked Estep 
Score: -28847464.000000 Penalty: 4114.902344
	Iteration 17Q: 3 clusters Score -2.884746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 315159 members 
Entering Unmasked Estep 
Score: -28847492.000000 Penalty: 4114.902344
	Iteration 18Q: 3 clusters Score -2.884749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 315161 members 
Entering Unmasked Estep 
Score: -28847520.000000 Penalty: 4114.902344
	Iteration 19Q: 3 clusters Score -2.884752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 315167 members 
Entering Unmasked Estep 
Score: -28847528.000000 Penalty: 4114.902344
	Iteration 20F: 3 clusters Score -2.884753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 315166 members 
Entering Unmasked Estep 
Score: -28847560.000000 Penalty: 4114.902344
	Iteration 21Q: 3 clusters Score -2.884756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 315170 members 
Entering Unmasked Estep 
Score: -28847558.000000 Penalty: 4114.902344
	Iteration 22Q: 3 clusters Score -2.884756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 315173 members 
Entering Unmasked Estep 
Score: -28847558.000000 Penalty: 4114.902344
	Iteration 23Q: 3 clusters Score -2.884756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 315173 members 
Entering Unmasked Estep 
Score: -28847580.000000 Penalty: 4114.902344
	Iteration 24Q: 3 clusters Score -2.884758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 315174 members 
Entering Unmasked Estep 
Score: -28847582.000000 Penalty: 4114.902344
	Iteration 25Q: 3 clusters Score -2.884758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 315175 members 
Entering Unmasked Estep 
Score: -28847570.000000 Penalty: 4114.902344
	Iteration 26Q: 3 clusters Score -2.884757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 315176 members 
Entering Unmasked Estep 
Score: -28847574.000000 Penalty: 4114.902344
	Iteration 27Q: 3 clusters Score -2.884757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 315177 members 
Entering Unmasked Estep 
Score: -28847572.000000 Penalty: 4114.902344
	Iteration 28Q: 3 clusters Score -2.884757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 315176 members 
Entering Unmasked Estep 
Score: -28847574.000000 Penalty: 4114.902344
	Iteration 29Q: 3 clusters Score -2.884757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 315176 members 
Entering Unmasked Estep 
Score: -28847574.000000 Penalty: 4114.902344
	Iteration 30F: 3 clusters Score -2.884757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36143 members 
Mstep: Class 4 contains 42141 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13026 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 12121 members 
Mstep: Class 9 contains 60290 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22510 members 
Mstep: Class 19 contains 315287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545500.000000 Penalty: 28115.259766
Iteration 239Q: 14 clusters Score -5.45455e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36147 members 
Mstep: Class 4 contains 42133 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13023 members 
Mstep: Class 7 contains 21239 members 
Mstep: Class 8 contains 12131 members 
Mstep: Class 9 contains 60286 members 
Mstep: Class 13 contains 29543 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22510 members 
Mstep: Class 19 contains 315271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545516.000000 Penalty: 28115.259766
Iteration 240F: 14 clusters Score -5.454552e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36146 members 
Mstep: Class 4 contains 42124 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13020 members 
Mstep: Class 7 contains 21249 members 
Mstep: Class 8 contains 12137 members 
Mstep: Class 9 contains 60281 members 
Mstep: Class 13 contains 29556 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22510 members 
Mstep: Class 19 contains 315254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545540.000000 Penalty: 28115.259766
Iteration 241Q: 14 clusters Score -5.454554e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36145 members 
Mstep: Class 4 contains 42121 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13015 members 
Mstep: Class 7 contains 21259 members 
Mstep: Class 8 contains 12143 members 
Mstep: Class 9 contains 60272 members 
Mstep: Class 13 contains 29567 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22510 members 
Mstep: Class 19 contains 315239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545528.000000 Penalty: 28115.259766
Iteration 242Q: 14 clusters Score -5.454553e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36147 members 
Mstep: Class 4 contains 42117 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13009 members 
Mstep: Class 7 contains 21269 members 
Mstep: Class 8 contains 12151 members 
Mstep: Class 9 contains 60265 members 
Mstep: Class 13 contains 29583 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22513 members 
Mstep: Class 19 contains 315211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545564.000000 Penalty: 28115.259766
Iteration 243Q: 14 clusters Score -5.454556e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36149 members 
Mstep: Class 4 contains 42114 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13007 members 
Mstep: Class 7 contains 21282 members 
Mstep: Class 8 contains 12160 members 
Mstep: Class 9 contains 60259 members 
Mstep: Class 13 contains 29603 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22516 members 
Mstep: Class 19 contains 315168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545516.000000 Penalty: 28115.259766
Iteration 244Q: 14 clusters Score -5.454552e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36150 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13005 members 
Mstep: Class 7 contains 21286 members 
Mstep: Class 8 contains 12169 members 
Mstep: Class 9 contains 60254 members 
Mstep: Class 13 contains 29621 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22517 members 
Mstep: Class 19 contains 315138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545608.000000 Penalty: 28115.259766
Iteration 245Q: 14 clusters Score -5.454561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36148 members 
Mstep: Class 4 contains 42105 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13005 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 12172 members 
Mstep: Class 9 contains 60247 members 
Mstep: Class 13 contains 29637 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22519 members 
Mstep: Class 19 contains 315122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545556.000000 Penalty: 28115.259766
Iteration 246Q: 14 clusters Score -5.454556e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36146 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13003 members 
Mstep: Class 7 contains 21290 members 
Mstep: Class 8 contains 12177 members 
Mstep: Class 9 contains 60238 members 
Mstep: Class 13 contains 29655 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22519 members 
Mstep: Class 19 contains 315111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545608.000000 Penalty: 28115.259766
Iteration 247Q: 14 clusters Score -5.454561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36144 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13001 members 
Mstep: Class 7 contains 21291 members 
Mstep: Class 8 contains 12179 members 
Mstep: Class 9 contains 60236 members 
Mstep: Class 13 contains 29665 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 315100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545584.000000 Penalty: 28115.259766
Iteration 248Q: 14 clusters Score -5.454558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36139 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13001 members 
Mstep: Class 7 contains 21291 members 
Mstep: Class 8 contains 12180 members 
Mstep: Class 9 contains 60236 members 
Mstep: Class 13 contains 29678 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 315086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545580.000000 Penalty: 28115.259766
Iteration 249Q: 14 clusters Score -5.454558e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36137 members 
Mstep: Class 4 contains 42088 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13001 members 
Mstep: Class 7 contains 21291 members 
Mstep: Class 8 contains 12181 members 
Mstep: Class 9 contains 60228 members 
Mstep: Class 13 contains 29693 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 315078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545604.000000 Penalty: 28115.259766
Iteration 250Q: 14 clusters Score -5.45456e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36137 members 
Mstep: Class 4 contains 42083 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 13000 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 12182 members 
Mstep: Class 9 contains 60220 members 
Mstep: Class 13 contains 29701 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 315078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545684.000000 Penalty: 28115.259766
Iteration 251Q: 14 clusters Score -5.454568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36136 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 12184 members 
Mstep: Class 9 contains 60214 members 
Mstep: Class 13 contains 29708 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22523 members 
Mstep: Class 19 contains 315077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545676.000000 Penalty: 28115.259766
Iteration 252Q: 14 clusters Score -5.454568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36133 members 
Mstep: Class 4 contains 42076 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12994 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 12186 members 
Mstep: Class 9 contains 60205 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22524 members 
Mstep: Class 19 contains 315073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545692.000000 Penalty: 28115.259766
Iteration 253Q: 14 clusters Score -5.454569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36134 members 
Mstep: Class 4 contains 42074 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12991 members 
Mstep: Class 7 contains 21294 members 
Mstep: Class 8 contains 12186 members 
Mstep: Class 9 contains 60190 members 
Mstep: Class 13 contains 29733 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22524 members 
Mstep: Class 19 contains 315070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545716.000000 Penalty: 28115.259766
Iteration 254Q: 14 clusters Score -5.454572e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36136 members 
Mstep: Class 4 contains 42074 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12985 members 
Mstep: Class 7 contains 21296 members 
Mstep: Class 8 contains 12187 members 
Mstep: Class 9 contains 60188 members 
Mstep: Class 13 contains 29748 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22525 members 
Mstep: Class 19 contains 315051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545696.000000 Penalty: 28115.259766
Iteration 255Q: 14 clusters Score -5.45457e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36137 members 
Mstep: Class 4 contains 42073 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12975 members 
Mstep: Class 7 contains 21300 members 
Mstep: Class 8 contains 12189 members 
Mstep: Class 9 contains 60178 members 
Mstep: Class 13 contains 29765 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22524 members 
Mstep: Class 19 contains 315048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545716.000000 Penalty: 28115.259766
Iteration 256Q: 14 clusters Score -5.454572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36135 members 
Mstep: Class 4 contains 42071 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12967 members 
Mstep: Class 7 contains 21304 members 
Mstep: Class 8 contains 12191 members 
Mstep: Class 9 contains 60172 members 
Mstep: Class 13 contains 29781 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 315044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545740.000000 Penalty: 28115.259766
Iteration 257Q: 14 clusters Score -5.454574e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36135 members 
Mstep: Class 4 contains 42071 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12965 members 
Mstep: Class 7 contains 21308 members 
Mstep: Class 8 contains 12193 members 
Mstep: Class 9 contains 60171 members 
Mstep: Class 13 contains 29796 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 315025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545684.000000 Penalty: 28115.259766
Iteration 258Q: 14 clusters Score -5.454568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36133 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12964 members 
Mstep: Class 7 contains 21311 members 
Mstep: Class 8 contains 12195 members 
Mstep: Class 9 contains 60168 members 
Mstep: Class 13 contains 29804 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 315022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545696.000000 Penalty: 28115.259766
Iteration 259Q: 14 clusters Score -5.45457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36133 members 
Mstep: Class 4 contains 42066 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12963 members 
Mstep: Class 7 contains 21312 members 
Mstep: Class 8 contains 12199 members 
Mstep: Class 9 contains 60165 members 
Mstep: Class 13 contains 29812 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 315019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545720.000000 Penalty: 28115.259766
Iteration 260F: 14 clusters Score -5.454572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 42064 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12963 members 
Mstep: Class 7 contains 21311 members 
Mstep: Class 8 contains 12203 members 
Mstep: Class 9 contains 60163 members 
Mstep: Class 13 contains 29816 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 315017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545680.000000 Penalty: 28115.259766
Iteration 261Q: 14 clusters Score -5.454568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 42059 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12963 members 
Mstep: Class 7 contains 21312 members 
Mstep: Class 8 contains 12206 members 
Mstep: Class 9 contains 60156 members 
Mstep: Class 13 contains 29825 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 315015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545668.000000 Penalty: 28115.259766
Iteration 262Q: 14 clusters Score -5.454567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 42055 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12963 members 
Mstep: Class 7 contains 21313 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60149 members 
Mstep: Class 13 contains 29830 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22518 members 
Mstep: Class 19 contains 315017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545660.000000 Penalty: 28115.259766
Iteration 263Q: 14 clusters Score -5.454566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 42053 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12962 members 
Mstep: Class 7 contains 21315 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60146 members 
Mstep: Class 13 contains 29835 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22518 members 
Mstep: Class 19 contains 315014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545696.000000 Penalty: 28115.259766
Iteration 264Q: 14 clusters Score -5.45457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 42052 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12962 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60143 members 
Mstep: Class 13 contains 29842 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22518 members 
Mstep: Class 19 contains 315005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545688.000000 Penalty: 28115.259766
Iteration 265Q: 14 clusters Score -5.454569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 42051 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12962 members 
Mstep: Class 7 contains 21322 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60140 members 
Mstep: Class 13 contains 29851 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22519 members 
Mstep: Class 19 contains 314993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545736.000000 Penalty: 28115.259766
Iteration 266Q: 14 clusters Score -5.454574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 42051 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12962 members 
Mstep: Class 7 contains 21331 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60139 members 
Mstep: Class 13 contains 29856 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 314975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545728.000000 Penalty: 28115.259766
Iteration 267Q: 14 clusters Score -5.454573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42050 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12962 members 
Mstep: Class 7 contains 21332 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60138 members 
Mstep: Class 13 contains 29862 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 314967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545776.000000 Penalty: 28115.259766
Iteration 268Q: 14 clusters Score -5.454578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42049 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12960 members 
Mstep: Class 7 contains 21336 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60135 members 
Mstep: Class 13 contains 29862 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 314965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545776.000000 Penalty: 28115.259766
Iteration 269Q: 14 clusters Score -5.454578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36130 members 
Mstep: Class 4 contains 42048 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12957 members 
Mstep: Class 7 contains 21338 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60133 members 
Mstep: Class 13 contains 29862 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 314969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545752.000000 Penalty: 28115.259766
Iteration 270Q: 14 clusters Score -5.454575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12954 members 
Mstep: Class 7 contains 21338 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60132 members 
Mstep: Class 13 contains 29862 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 314974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545776.000000 Penalty: 28115.259766
Iteration 271Q: 14 clusters Score -5.454578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12953 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60130 members 
Mstep: Class 13 contains 29863 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 314973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545768.000000 Penalty: 28115.259766
Iteration 272Q: 14 clusters Score -5.454577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36130 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21342 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60128 members 
Mstep: Class 13 contains 29864 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 314975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545788.000000 Penalty: 28115.259766
Iteration 273Q: 14 clusters Score -5.454579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21344 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60127 members 
Mstep: Class 13 contains 29865 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 314972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545800.000000 Penalty: 28115.259766
Iteration 274Q: 14 clusters Score -5.45458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60124 members 
Mstep: Class 13 contains 29868 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 314973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545776.000000 Penalty: 28115.259766
Iteration 275Q: 14 clusters Score -5.454578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60122 members 
Mstep: Class 13 contains 29872 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 314970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545780.000000 Penalty: 28115.259766
Iteration 276Q: 14 clusters Score -5.454578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60119 members 
Mstep: Class 13 contains 29873 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 314972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545784.000000 Penalty: 28115.259766
Iteration 277Q: 14 clusters Score -5.454578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60116 members 
Mstep: Class 13 contains 29873 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 314973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545772.000000 Penalty: 28115.259766
Iteration 278Q: 14 clusters Score -5.454577e+07 nChanged 5
Entering ConstructFrom: 
Score: -54545772.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (42133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Entering Unmasked Estep 
Score: -3933104.500000 Penalty: 1730.395264
	Iteration 0F: 2 clusters Score -3933104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3904979.000000 Penalty: 3460.790527
	Iteration 0F: 3 clusters Score -3904979 nChanged 19605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3916164.750000 Penalty: 3460.790527
	Iteration 1F: 3 clusters Score -3916165 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3916893.750000 Penalty: 3460.790527
	Iteration 2Q: 3 clusters Score -3916894 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3917656.000000 Penalty: 3460.790527
	Iteration 3Q: 3 clusters Score -3917656 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3918461.500000 Penalty: 3460.790527
	Iteration 4Q: 3 clusters Score -3918462 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3919351.750000 Penalty: 3460.790527
	Iteration 5Q: 3 clusters Score -3919352 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3920390.750000 Penalty: 3460.790527
	Iteration 6Q: 3 clusters Score -3920391 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3921632.500000 Penalty: 3460.790527
	Iteration 7Q: 3 clusters Score -3921632 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3923154.500000 Penalty: 3460.790527
	Iteration 8F: 3 clusters Score -3923154 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -3924832.250000 Penalty: 3460.790527
	Iteration 9F: 3 clusters Score -3924832 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -3926596.750000 Penalty: 3460.790527
	Iteration 10F: 3 clusters Score -3926597 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3928202.000000 Penalty: 3460.790527
	Iteration 11Q: 3 clusters Score -3928202 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -3929413.750000 Penalty: 3460.790527
	Iteration 12Q: 3 clusters Score -3929414 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -3930238.500000 Penalty: 3460.790527
	Iteration 13Q: 3 clusters Score -3930238 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -3930749.250000 Penalty: 3460.790527
	Iteration 14Q: 3 clusters Score -3930749 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -3931100.250000 Penalty: 3460.790527
	Iteration 15Q: 3 clusters Score -3931100 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -3931282.750000 Penalty: 3460.790527
	Iteration 16Q: 3 clusters Score -3931283 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -3931391.250000 Penalty: 3460.790527
	Iteration 17Q: 3 clusters Score -3931391 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -3931478.250000 Penalty: 3460.790527
	Iteration 18Q: 3 clusters Score -3931478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -3931527.500000 Penalty: 3460.790527
	Iteration 19Q: 3 clusters Score -3931528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -3931567.500000 Penalty: 3460.790527
	Iteration 20F: 3 clusters Score -3931568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -3931604.250000 Penalty: 3460.790527
	Iteration 21Q: 3 clusters Score -3931604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -3931625.750000 Penalty: 3460.790527
	Iteration 22Q: 3 clusters Score -3931626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -3931637.750000 Penalty: 3460.790527
	Iteration 23Q: 3 clusters Score -3931638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -3931648.250000 Penalty: 3460.790527
	Iteration 24Q: 3 clusters Score -3931648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -3931681.250000 Penalty: 3460.790527
	Iteration 25Q: 3 clusters Score -3931681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -3931683.500000 Penalty: 3460.790527
	Iteration 26Q: 3 clusters Score -3931684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -3931694.250000 Penalty: 3460.790527
	Iteration 27Q: 3 clusters Score -3931694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -3931694.250000 Penalty: 3460.790527
	Iteration 28Q: 3 clusters Score -3931694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -3931697.000000 Penalty: 3460.790527
	Iteration 29Q: 3 clusters Score -3931697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -3931703.500000 Penalty: 3460.790527
	Iteration 30Q: 3 clusters Score -3931704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -3931702.500000 Penalty: 3460.790527
	Iteration 31Q: 3 clusters Score -3931702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -3931709.500000 Penalty: 3460.790527
	Iteration 32Q: 3 clusters Score -3931710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -3931710.500000 Penalty: 3460.790527
	Iteration 33Q: 3 clusters Score -3931710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -3931711.750000 Penalty: 3460.790527
	Iteration 34Q: 3 clusters Score -3931712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -3931711.750000 Penalty: 3460.790527
	Iteration 35F: 3 clusters Score -3931712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -87173.453125 Penalty: 1127.471191
	Iteration 0F: 2 clusters Score -87173.45 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 513 members 
Entering Unmasked Estep 
Score: -85715.093750 Penalty: 2254.942383
	Iteration 0F: 3 clusters Score -85715.09 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86018.289062 Penalty: 2254.942383
	Iteration 1F: 3 clusters Score -86018.29 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86105.046875 Penalty: 2254.942383
	Iteration 2F: 3 clusters Score -86105.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86168.492188 Penalty: 2254.942383
	Iteration 3Q: 3 clusters Score -86168.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -86211.960938 Penalty: 2254.942383
	Iteration 4Q: 3 clusters Score -86211.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86239.031250 Penalty: 2254.942383
	Iteration 5Q: 3 clusters Score -86239.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86261.257812 Penalty: 2254.942383
	Iteration 6Q: 3 clusters Score -86261.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86291.265625 Penalty: 2254.942383
	Iteration 7Q: 3 clusters Score -86291.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86314.703125 Penalty: 2254.942383
	Iteration 8Q: 3 clusters Score -86314.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86326.031250 Penalty: 2254.942383
	Iteration 9Q: 3 clusters Score -86326.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86333.726562 Penalty: 2254.942383
	Iteration 10Q: 3 clusters Score -86333.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86338.335938 Penalty: 2254.942383
	Iteration 11Q: 3 clusters Score -86338.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86343.375000 Penalty: 2254.942383
	Iteration 12Q: 3 clusters Score -86343.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86345.078125 Penalty: 2254.942383
	Iteration 13Q: 3 clusters Score -86345.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86348.468750 Penalty: 2254.942383
	Iteration 14Q: 3 clusters Score -86348.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86350.640625 Penalty: 2254.942383
	Iteration 15Q: 3 clusters Score -86350.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86351.984375 Penalty: 2254.942383
	Iteration 16Q: 3 clusters Score -86351.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86353.031250 Penalty: 2254.942383
	Iteration 17Q: 3 clusters Score -86353.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86355.085938 Penalty: 2254.942383
	Iteration 18Q: 3 clusters Score -86355.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86355.085938 Penalty: 2254.942383
	Iteration 19F: 3 clusters Score -86355.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Entering Unmasked Estep 
Score: -3373205.500000 Penalty: 1705.422241
	Iteration 0F: 2 clusters Score -3373206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3348987.750000 Penalty: 3410.844482
	Iteration 0F: 3 clusters Score -3348988 nChanged 16710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3358054.250000 Penalty: 3410.844482
	Iteration 1F: 3 clusters Score -3358054 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3358388.500000 Penalty: 3410.844482
	Iteration 2Q: 3 clusters Score -3358388 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3358683.500000 Penalty: 3410.844482
	Iteration 3Q: 3 clusters Score -3358684 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3358972.000000 Penalty: 3410.844482
	Iteration 4Q: 3 clusters Score -3358972 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3359316.750000 Penalty: 3410.844482
	Iteration 5Q: 3 clusters Score -3359317 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3359729.250000 Penalty: 3410.844482
	Iteration 6Q: 3 clusters Score -3359729 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3360306.750000 Penalty: 3410.844482
	Iteration 7Q: 3 clusters Score -3360307 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3361154.750000 Penalty: 3410.844482
	Iteration 8Q: 3 clusters Score -3361155 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3362282.500000 Penalty: 3410.844482
	Iteration 9F: 3 clusters Score -3362282 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3363747.000000 Penalty: 3410.844482
	Iteration 10F: 3 clusters Score -3363747 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3365281.750000 Penalty: 3410.844482
	Iteration 11F: 3 clusters Score -3365282 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3366631.500000 Penalty: 3410.844482
	Iteration 12F: 3 clusters Score -3366632 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3367425.500000 Penalty: 3410.844482
	Iteration 13Q: 3 clusters Score -3367426 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3367861.500000 Penalty: 3410.844482
	Iteration 14Q: 3 clusters Score -3367862 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3368195.250000 Penalty: 3410.844482
	Iteration 15Q: 3 clusters Score -3368195 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3368522.250000 Penalty: 3410.844482
	Iteration 16Q: 3 clusters Score -3368522 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3368832.000000 Penalty: 3410.844482
	Iteration 17Q: 3 clusters Score -3368832 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3369149.500000 Penalty: 3410.844482
	Iteration 18Q: 3 clusters Score -3369150 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3369470.250000 Penalty: 3410.844482
	Iteration 19Q: 3 clusters Score -3369470 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3369752.000000 Penalty: 3410.844482
	Iteration 20F: 3 clusters Score -3369752 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3369969.750000 Penalty: 3410.844482
	Iteration 21Q: 3 clusters Score -3369970 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3370156.750000 Penalty: 3410.844482
	Iteration 22Q: 3 clusters Score -3370157 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3370288.250000 Penalty: 3410.844482
	Iteration 23Q: 3 clusters Score -3370288 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3370400.750000 Penalty: 3410.844482
	Iteration 24Q: 3 clusters Score -3370401 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3370499.000000 Penalty: 3410.844482
	Iteration 25Q: 3 clusters Score -3370499 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3370594.500000 Penalty: 3410.844482
	Iteration 26Q: 3 clusters Score -3370594 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3370704.500000 Penalty: 3410.844482
	Iteration 27Q: 3 clusters Score -3370704 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3370775.250000 Penalty: 3410.844482
	Iteration 28Q: 3 clusters Score -3370775 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3370846.500000 Penalty: 3410.844482
	Iteration 29Q: 3 clusters Score -3370846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3370924.000000 Penalty: 3410.844482
	Iteration 30Q: 3 clusters Score -3370924 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3370995.250000 Penalty: 3410.844482
	Iteration 31Q: 3 clusters Score -3370995 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3371036.500000 Penalty: 3410.844482
	Iteration 32Q: 3 clusters Score -3371036 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3371086.500000 Penalty: 3410.844482
	Iteration 33Q: 3 clusters Score -3371086 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3371163.750000 Penalty: 3410.844482
	Iteration 34Q: 3 clusters Score -3371164 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3371223.000000 Penalty: 3410.844482
	Iteration 35Q: 3 clusters Score -3371223 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3371275.750000 Penalty: 3410.844482
	Iteration 36Q: 3 clusters Score -3371276 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3371323.250000 Penalty: 3410.844482
	Iteration 37Q: 3 clusters Score -3371323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3371355.000000 Penalty: 3410.844482
	Iteration 38Q: 3 clusters Score -3371355 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3371387.250000 Penalty: 3410.844482
	Iteration 39Q: 3 clusters Score -3371387 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3371417.500000 Penalty: 3410.844482
	Iteration 40F: 3 clusters Score -3371418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3371445.750000 Penalty: 3410.844482
	Iteration 41Q: 3 clusters Score -3371446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3371469.000000 Penalty: 3410.844482
	Iteration 42Q: 3 clusters Score -3371469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3371496.000000 Penalty: 3410.844482
	Iteration 43Q: 3 clusters Score -3371496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3371517.000000 Penalty: 3410.844482
	Iteration 44Q: 3 clusters Score -3371517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3371550.500000 Penalty: 3410.844482
	Iteration 45Q: 3 clusters Score -3371550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3371556.000000 Penalty: 3410.844482
	Iteration 46Q: 3 clusters Score -3371556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3371580.250000 Penalty: 3410.844482
	Iteration 47Q: 3 clusters Score -3371580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3371597.000000 Penalty: 3410.844482
	Iteration 48Q: 3 clusters Score -3371597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3371620.000000 Penalty: 3410.844482
	Iteration 49Q: 3 clusters Score -3371620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3371637.500000 Penalty: 3410.844482
	Iteration 50Q: 3 clusters Score -3371638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3371664.250000 Penalty: 3410.844482
	Iteration 51Q: 3 clusters Score -3371664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3371674.500000 Penalty: 3410.844482
	Iteration 52Q: 3 clusters Score -3371674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3371684.250000 Penalty: 3410.844482
	Iteration 53Q: 3 clusters Score -3371684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3371708.500000 Penalty: 3410.844482
	Iteration 54Q: 3 clusters Score -3371708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3371711.250000 Penalty: 3410.844482
	Iteration 55Q: 3 clusters Score -3371711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3371719.500000 Penalty: 3410.844482
	Iteration 56Q: 3 clusters Score -3371720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3371727.000000 Penalty: 3410.844482
	Iteration 57Q: 3 clusters Score -3371727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3371737.500000 Penalty: 3410.844482
	Iteration 58Q: 3 clusters Score -3371738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3371747.250000 Penalty: 3410.844482
	Iteration 59Q: 3 clusters Score -3371747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3371738.000000 Penalty: 3410.844482
	Iteration 60F: 3 clusters Score -3371738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3371745.750000 Penalty: 3410.844482
	Iteration 61Q: 3 clusters Score -3371746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3371752.000000 Penalty: 3410.844482
	Iteration 62Q: 3 clusters Score -3371752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3371755.750000 Penalty: 3410.844482
	Iteration 63Q: 3 clusters Score -3371756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3371757.500000 Penalty: 3410.844482
	Iteration 64Q: 3 clusters Score -3371758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3371769.750000 Penalty: 3410.844482
	Iteration 65Q: 3 clusters Score -3371770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3371770.750000 Penalty: 3410.844482
	Iteration 66Q: 3 clusters Score -3371771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3371774.000000 Penalty: 3410.844482
	Iteration 67Q: 3 clusters Score -3371774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3371775.500000 Penalty: 3410.844482
	Iteration 68Q: 3 clusters Score -3371776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3371779.500000 Penalty: 3410.844482
	Iteration 69Q: 3 clusters Score -3371780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3371779.500000 Penalty: 3410.844482
	Iteration 70Q: 3 clusters Score -3371780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3371778.500000 Penalty: 3410.844482
	Iteration 71Q: 3 clusters Score -3371778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3371778.250000 Penalty: 3410.844482
	Iteration 72Q: 3 clusters Score -3371778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3371779.500000 Penalty: 3410.844482
	Iteration 73Q: 3 clusters Score -3371780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3371783.000000 Penalty: 3410.844482
	Iteration 74Q: 3 clusters Score -3371783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3371784.750000 Penalty: 3410.844482
	Iteration 75Q: 3 clusters Score -3371785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3371786.500000 Penalty: 3410.844482
	Iteration 76Q: 3 clusters Score -3371786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3371790.750000 Penalty: 3410.844482
	Iteration 77Q: 3 clusters Score -3371791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3371795.000000 Penalty: 3410.844482
	Iteration 78Q: 3 clusters Score -3371795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3371795.750000 Penalty: 3410.844482
	Iteration 79Q: 3 clusters Score -3371796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3371795.500000 Penalty: 3410.844482
	Iteration 80F: 3 clusters Score -3371796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3371800.250000 Penalty: 3410.844482
	Iteration 81Q: 3 clusters Score -3371800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3371805.000000 Penalty: 3410.844482
	Iteration 82Q: 3 clusters Score -3371805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3371807.500000 Penalty: 3410.844482
	Iteration 83Q: 3 clusters Score -3371808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3371809.250000 Penalty: 3410.844482
	Iteration 84Q: 3 clusters Score -3371809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3371809.250000 Penalty: 3410.844482
	Iteration 85Q: 3 clusters Score -3371809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3371813.250000 Penalty: 3410.844482
	Iteration 86Q: 3 clusters Score -3371813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3371813.000000 Penalty: 3410.844482
	Iteration 87Q: 3 clusters Score -3371813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3371810.500000 Penalty: 3410.844482
	Iteration 88Q: 3 clusters Score -3371810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3371810.500000 Penalty: 3410.844482
	Iteration 89Q: 3 clusters Score -3371810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3371810.500000 Penalty: 3410.844482
	Iteration 90F: 3 clusters Score -3371810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Entering Unmasked Estep 
Score: -3924534.000000 Penalty: 1730.059448
	Iteration 0F: 2 clusters Score -3924534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3896337.000000 Penalty: 3460.118896
	Iteration 0F: 3 clusters Score -3896337 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3907273.250000 Penalty: 3460.118896
	Iteration 1F: 3 clusters Score -3907273 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3907641.750000 Penalty: 3460.118896
	Iteration 2Q: 3 clusters Score -3907642 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3908078.000000 Penalty: 3460.118896
	Iteration 3Q: 3 clusters Score -3908078 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3908518.750000 Penalty: 3460.118896
	Iteration 4Q: 3 clusters Score -3908519 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3909172.000000 Penalty: 3460.118896
	Iteration 5Q: 3 clusters Score -3909172 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3910089.500000 Penalty: 3460.118896
	Iteration 6Q: 3 clusters Score -3910090 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3911562.250000 Penalty: 3460.118896
	Iteration 7F: 3 clusters Score -3911562 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -3913797.500000 Penalty: 3460.118896
	Iteration 8F: 3 clusters Score -3913798 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -3916558.500000 Penalty: 3460.118896
	Iteration 9F: 3 clusters Score -3916558 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -3919145.750000 Penalty: 3460.118896
	Iteration 10F: 3 clusters Score -3919146 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -3921026.750000 Penalty: 3460.118896
	Iteration 11Q: 3 clusters Score -3921027 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -3922072.750000 Penalty: 3460.118896
	Iteration 12Q: 3 clusters Score -3922073 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -3922547.750000 Penalty: 3460.118896
	Iteration 13Q: 3 clusters Score -3922548 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -3922791.250000 Penalty: 3460.118896
	Iteration 14Q: 3 clusters Score -3922791 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -3922901.750000 Penalty: 3460.118896
	Iteration 15Q: 3 clusters Score -3922902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -3922953.500000 Penalty: 3460.118896
	Iteration 16Q: 3 clusters Score -3922954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -3922983.000000 Penalty: 3460.118896
	Iteration 17Q: 3 clusters Score -3922983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -3923006.250000 Penalty: 3460.118896
	Iteration 18Q: 3 clusters Score -3923006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -3923022.250000 Penalty: 3460.118896
	Iteration 19Q: 3 clusters Score -3923022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -3923026.000000 Penalty: 3460.118896
	Iteration 20F: 3 clusters Score -3923026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -3923036.750000 Penalty: 3460.118896
	Iteration 21Q: 3 clusters Score -3923037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -3923039.500000 Penalty: 3460.118896
	Iteration 22Q: 3 clusters Score -3923040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -3923045.500000 Penalty: 3460.118896
	Iteration 23Q: 3 clusters Score -3923046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -3923047.000000 Penalty: 3460.118896
	Iteration 24Q: 3 clusters Score -3923047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -3923049.750000 Penalty: 3460.118896
	Iteration 25Q: 3 clusters Score -3923050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -3923049.250000 Penalty: 3460.118896
	Iteration 26Q: 3 clusters Score -3923049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -3923052.250000 Penalty: 3460.118896
	Iteration 27Q: 3 clusters Score -3923052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -3923056.000000 Penalty: 3460.118896
	Iteration 28Q: 3 clusters Score -3923056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -3923060.250000 Penalty: 3460.118896
	Iteration 29Q: 3 clusters Score -3923060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -3923058.750000 Penalty: 3460.118896
	Iteration 30Q: 3 clusters Score -3923059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -3923061.500000 Penalty: 3460.118896
	Iteration 31Q: 3 clusters Score -3923062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -3923061.500000 Penalty: 3460.118896
	Iteration 32F: 3 clusters Score -3923062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -85823.710938 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -85823.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84390.906250 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -84390.91 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84704.476562 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -84704.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84835.062500 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -84835.06 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84887.140625 Penalty: 2263.651123
	Iteration 3F: 3 clusters Score -84887.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -84913.335938 Penalty: 2263.651123
	Iteration 4Q: 3 clusters Score -84913.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84931.351562 Penalty: 2263.651123
	Iteration 5Q: 3 clusters Score -84931.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84936.617188 Penalty: 2263.651123
	Iteration 6Q: 3 clusters Score -84936.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84939.226562 Penalty: 2263.651123
	Iteration 7Q: 3 clusters Score -84939.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84941.742188 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -84941.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84942.906250 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -84942.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84944.390625 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -84944.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84946.109375 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -84946.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84946.835938 Penalty: 2263.651123
	Iteration 12Q: 3 clusters Score -84946.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84947.546875 Penalty: 2263.651123
	Iteration 13Q: 3 clusters Score -84947.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84951.617188 Penalty: 2263.651123
	Iteration 14Q: 3 clusters Score -84951.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84953.312500 Penalty: 2263.651123
	Iteration 15Q: 3 clusters Score -84953.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84953.648438 Penalty: 2263.651123
	Iteration 16Q: 3 clusters Score -84953.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84953.648438 Penalty: 2263.651123
	Iteration 17F: 3 clusters Score -84953.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Entering Unmasked Estep 
Score: -1226780.250000 Penalty: 1538.713379
	Iteration 0F: 2 clusters Score -1226780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1217671.000000 Penalty: 3077.426758
	Iteration 0F: 3 clusters Score -1217671 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1220831.875000 Penalty: 3077.426758
	Iteration 1F: 3 clusters Score -1220832 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1221136.750000 Penalty: 3077.426758
	Iteration 2F: 3 clusters Score -1221137 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1221405.000000 Penalty: 3077.426758
	Iteration 3Q: 3 clusters Score -1221405 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1221652.000000 Penalty: 3077.426758
	Iteration 4Q: 3 clusters Score -1221652 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1221915.125000 Penalty: 3077.426758
	Iteration 5Q: 3 clusters Score -1221915 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1222213.125000 Penalty: 3077.426758
	Iteration 6Q: 3 clusters Score -1222213 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1222530.875000 Penalty: 3077.426758
	Iteration 7Q: 3 clusters Score -1222531 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1222867.375000 Penalty: 3077.426758
	Iteration 8Q: 3 clusters Score -1222867 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1223201.625000 Penalty: 3077.426758
	Iteration 9Q: 3 clusters Score -1223202 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1223508.000000 Penalty: 3077.426758
	Iteration 10Q: 3 clusters Score -1223508 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1223696.875000 Penalty: 3077.426758
	Iteration 11Q: 3 clusters Score -1223697 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1223790.750000 Penalty: 3077.426758
	Iteration 12Q: 3 clusters Score -1223791 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1223853.500000 Penalty: 3077.426758
	Iteration 13Q: 3 clusters Score -1223854 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1223895.875000 Penalty: 3077.426758
	Iteration 14Q: 3 clusters Score -1223896 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1223928.000000 Penalty: 3077.426758
	Iteration 15Q: 3 clusters Score -1223928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1223957.875000 Penalty: 3077.426758
	Iteration 16Q: 3 clusters Score -1223958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1223980.875000 Penalty: 3077.426758
	Iteration 17Q: 3 clusters Score -1223981 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1223998.125000 Penalty: 3077.426758
	Iteration 18Q: 3 clusters Score -1223998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1224009.875000 Penalty: 3077.426758
	Iteration 19Q: 3 clusters Score -1224010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1224020.250000 Penalty: 3077.426758
	Iteration 20F: 3 clusters Score -1224020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1224027.625000 Penalty: 3077.426758
	Iteration 21Q: 3 clusters Score -1224028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1224032.375000 Penalty: 3077.426758
	Iteration 22Q: 3 clusters Score -1224032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1224046.000000 Penalty: 3077.426758
	Iteration 23Q: 3 clusters Score -1224046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1224046.625000 Penalty: 3077.426758
	Iteration 24Q: 3 clusters Score -1224047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1224049.500000 Penalty: 3077.426758
	Iteration 25Q: 3 clusters Score -1224050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1224056.750000 Penalty: 3077.426758
	Iteration 26Q: 3 clusters Score -1224057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1224062.125000 Penalty: 3077.426758
	Iteration 27Q: 3 clusters Score -1224062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1224065.000000 Penalty: 3077.426758
	Iteration 28Q: 3 clusters Score -1224065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1224072.000000 Penalty: 3077.426758
	Iteration 29Q: 3 clusters Score -1224072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1224073.125000 Penalty: 3077.426758
	Iteration 30Q: 3 clusters Score -1224073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1224077.875000 Penalty: 3077.426758
	Iteration 31Q: 3 clusters Score -1224078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1224080.125000 Penalty: 3077.426758
	Iteration 32Q: 3 clusters Score -1224080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1224089.125000 Penalty: 3077.426758
	Iteration 33Q: 3 clusters Score -1224089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1224090.500000 Penalty: 3077.426758
	Iteration 34Q: 3 clusters Score -1224090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1224098.750000 Penalty: 3077.426758
	Iteration 35Q: 3 clusters Score -1224099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1224099.500000 Penalty: 3077.426758
	Iteration 36Q: 3 clusters Score -1224100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1224102.625000 Penalty: 3077.426758
	Iteration 37Q: 3 clusters Score -1224103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1224103.625000 Penalty: 3077.426758
	Iteration 38Q: 3 clusters Score -1224104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1224110.000000 Penalty: 3077.426758
	Iteration 39Q: 3 clusters Score -1224110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1224112.875000 Penalty: 3077.426758
	Iteration 40F: 3 clusters Score -1224113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1224118.125000 Penalty: 3077.426758
	Iteration 41Q: 3 clusters Score -1224118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1224116.250000 Penalty: 3077.426758
	Iteration 42Q: 3 clusters Score -1224116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1224121.125000 Penalty: 3077.426758
	Iteration 43Q: 3 clusters Score -1224121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1224121.625000 Penalty: 3077.426758
	Iteration 44Q: 3 clusters Score -1224122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1224125.250000 Penalty: 3077.426758
	Iteration 45Q: 3 clusters Score -1224125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1224128.750000 Penalty: 3077.426758
	Iteration 46Q: 3 clusters Score -1224129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1224132.750000 Penalty: 3077.426758
	Iteration 47Q: 3 clusters Score -1224133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1224134.125000 Penalty: 3077.426758
	Iteration 48Q: 3 clusters Score -1224134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1224138.750000 Penalty: 3077.426758
	Iteration 49Q: 3 clusters Score -1224139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1224139.125000 Penalty: 3077.426758
	Iteration 50Q: 3 clusters Score -1224139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1224143.875000 Penalty: 3077.426758
	Iteration 51Q: 3 clusters Score -1224144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1224147.500000 Penalty: 3077.426758
	Iteration 52Q: 3 clusters Score -1224148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1224147.000000 Penalty: 3077.426758
	Iteration 53Q: 3 clusters Score -1224147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1224147.125000 Penalty: 3077.426758
	Iteration 54Q: 3 clusters Score -1224147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1224144.750000 Penalty: 3077.426758
	Iteration 55Q: 3 clusters Score -1224145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1224151.000000 Penalty: 3077.426758
	Iteration 56Q: 3 clusters Score -1224151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1224153.250000 Penalty: 3077.426758
	Iteration 57Q: 3 clusters Score -1224153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1224158.250000 Penalty: 3077.426758
	Iteration 58Q: 3 clusters Score -1224158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1224160.250000 Penalty: 3077.426758
	Iteration 59Q: 3 clusters Score -1224160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1224159.500000 Penalty: 3077.426758
	Iteration 60F: 3 clusters Score -1224160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1224161.375000 Penalty: 3077.426758
	Iteration 61Q: 3 clusters Score -1224161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1224161.125000 Penalty: 3077.426758
	Iteration 62Q: 3 clusters Score -1224161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1224161.875000 Penalty: 3077.426758
	Iteration 63Q: 3 clusters Score -1224162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1224163.875000 Penalty: 3077.426758
	Iteration 64Q: 3 clusters Score -1224164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1224162.375000 Penalty: 3077.426758
	Iteration 65Q: 3 clusters Score -1224162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1224164.750000 Penalty: 3077.426758
	Iteration 66Q: 3 clusters Score -1224165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1224163.000000 Penalty: 3077.426758
	Iteration 67Q: 3 clusters Score -1224163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1224164.000000 Penalty: 3077.426758
	Iteration 68Q: 3 clusters Score -1224164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1224164.000000 Penalty: 3077.426758
	Iteration 69Q: 3 clusters Score -1224164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1224165.875000 Penalty: 3077.426758
	Iteration 70Q: 3 clusters Score -1224166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1224169.500000 Penalty: 3077.426758
	Iteration 71Q: 3 clusters Score -1224170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1224170.125000 Penalty: 3077.426758
	Iteration 72Q: 3 clusters Score -1224170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1224169.500000 Penalty: 3077.426758
	Iteration 73Q: 3 clusters Score -1224170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1224177.750000 Penalty: 3077.426758
	Iteration 74Q: 3 clusters Score -1224178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1224178.375000 Penalty: 3077.426758
	Iteration 75Q: 3 clusters Score -1224178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1224179.000000 Penalty: 3077.426758
	Iteration 76Q: 3 clusters Score -1224179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1224179.000000 Penalty: 3077.426758
	Iteration 77Q: 3 clusters Score -1224179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1224181.375000 Penalty: 3077.426758
	Iteration 78Q: 3 clusters Score -1224181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1224181.000000 Penalty: 3077.426758
	Iteration 79Q: 3 clusters Score -1224181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1224182.500000 Penalty: 3077.426758
	Iteration 80F: 3 clusters Score -1224182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1224184.250000 Penalty: 3077.426758
	Iteration 81Q: 3 clusters Score -1224184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1224187.250000 Penalty: 3077.426758
	Iteration 82Q: 3 clusters Score -1224187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1224187.000000 Penalty: 3077.426758
	Iteration 83Q: 3 clusters Score -1224187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1224192.375000 Penalty: 3077.426758
	Iteration 84Q: 3 clusters Score -1224192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1224190.625000 Penalty: 3077.426758
	Iteration 85Q: 3 clusters Score -1224191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1224187.625000 Penalty: 3077.426758
	Iteration 86Q: 3 clusters Score -1224188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1224189.375000 Penalty: 3077.426758
	Iteration 87Q: 3 clusters Score -1224189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1224191.625000 Penalty: 3077.426758
	Iteration 88Q: 3 clusters Score -1224192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1224191.625000 Penalty: 3077.426758
	Iteration 89F: 3 clusters Score -1224192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Entering Unmasked Estep 
Score: -1999836.750000 Penalty: 1619.877808
	Iteration 0F: 2 clusters Score -1999837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1985279.000000 Penalty: 3239.755615
	Iteration 0F: 3 clusters Score -1985279 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1990572.125000 Penalty: 3239.755615
	Iteration 1F: 3 clusters Score -1990572 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1990923.125000 Penalty: 3239.755615
	Iteration 2Q: 3 clusters Score -1990923 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1991288.625000 Penalty: 3239.755615
	Iteration 3Q: 3 clusters Score -1991289 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1991728.875000 Penalty: 3239.755615
	Iteration 4Q: 3 clusters Score -1991729 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1992357.750000 Penalty: 3239.755615
	Iteration 5F: 3 clusters Score -1992358 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1993283.375000 Penalty: 3239.755615
	Iteration 6F: 3 clusters Score -1993283 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1994496.375000 Penalty: 3239.755615
	Iteration 7F: 3 clusters Score -1994496 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1995742.000000 Penalty: 3239.755615
	Iteration 8F: 3 clusters Score -1995742 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1996750.375000 Penalty: 3239.755615
	Iteration 9F: 3 clusters Score -1996750 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1997470.875000 Penalty: 3239.755615
	Iteration 10Q: 3 clusters Score -1997471 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1997861.000000 Penalty: 3239.755615
	Iteration 11Q: 3 clusters Score -1997861 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1998057.750000 Penalty: 3239.755615
	Iteration 12Q: 3 clusters Score -1998058 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1998185.875000 Penalty: 3239.755615
	Iteration 13Q: 3 clusters Score -1998186 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1998276.875000 Penalty: 3239.755615
	Iteration 14Q: 3 clusters Score -1998277 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1998363.625000 Penalty: 3239.755615
	Iteration 15Q: 3 clusters Score -1998364 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1998438.000000 Penalty: 3239.755615
	Iteration 16Q: 3 clusters Score -1998438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1998497.125000 Penalty: 3239.755615
	Iteration 17Q: 3 clusters Score -1998497 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1998543.625000 Penalty: 3239.755615
	Iteration 18Q: 3 clusters Score -1998544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1998583.875000 Penalty: 3239.755615
	Iteration 19Q: 3 clusters Score -1998584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1998615.875000 Penalty: 3239.755615
	Iteration 20F: 3 clusters Score -1998616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1998646.875000 Penalty: 3239.755615
	Iteration 21Q: 3 clusters Score -1998647 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1998671.000000 Penalty: 3239.755615
	Iteration 22Q: 3 clusters Score -1998671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1998692.250000 Penalty: 3239.755615
	Iteration 23Q: 3 clusters Score -1998692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1998721.375000 Penalty: 3239.755615
	Iteration 24Q: 3 clusters Score -1998721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1998731.625000 Penalty: 3239.755615
	Iteration 25Q: 3 clusters Score -1998732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1998744.500000 Penalty: 3239.755615
	Iteration 26Q: 3 clusters Score -1998744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1998750.250000 Penalty: 3239.755615
	Iteration 27Q: 3 clusters Score -1998750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1998757.125000 Penalty: 3239.755615
	Iteration 28Q: 3 clusters Score -1998757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1998767.625000 Penalty: 3239.755615
	Iteration 29Q: 3 clusters Score -1998768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1998772.875000 Penalty: 3239.755615
	Iteration 30Q: 3 clusters Score -1998773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1998785.250000 Penalty: 3239.755615
	Iteration 31Q: 3 clusters Score -1998785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1998792.250000 Penalty: 3239.755615
	Iteration 32Q: 3 clusters Score -1998792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1998794.625000 Penalty: 3239.755615
	Iteration 33Q: 3 clusters Score -1998795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1998800.250000 Penalty: 3239.755615
	Iteration 34Q: 3 clusters Score -1998800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1998806.750000 Penalty: 3239.755615
	Iteration 35Q: 3 clusters Score -1998807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1998810.625000 Penalty: 3239.755615
	Iteration 36Q: 3 clusters Score -1998811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1998817.500000 Penalty: 3239.755615
	Iteration 37Q: 3 clusters Score -1998818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1998818.125000 Penalty: 3239.755615
	Iteration 38Q: 3 clusters Score -1998818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1998818.500000 Penalty: 3239.755615
	Iteration 39Q: 3 clusters Score -1998818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1998822.250000 Penalty: 3239.755615
	Iteration 40F: 3 clusters Score -1998822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1998823.000000 Penalty: 3239.755615
	Iteration 41Q: 3 clusters Score -1998823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1998823.625000 Penalty: 3239.755615
	Iteration 42Q: 3 clusters Score -1998824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1998824.125000 Penalty: 3239.755615
	Iteration 43Q: 3 clusters Score -1998824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1998821.875000 Penalty: 3239.755615
	Iteration 44Q: 3 clusters Score -1998822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1998822.875000 Penalty: 3239.755615
	Iteration 45Q: 3 clusters Score -1998823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1998822.875000 Penalty: 3239.755615
	Iteration 46Q: 3 clusters Score -1998823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1998819.875000 Penalty: 3239.755615
	Iteration 47Q: 3 clusters Score -1998820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1998819.875000 Penalty: 3239.755615
	Iteration 48F: 3 clusters Score -1998820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Entering Unmasked Estep 
Score: -1141931.625000 Penalty: 1529.099976
	Iteration 0F: 2 clusters Score -1141932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1133399.500000 Penalty: 3058.199951
	Iteration 0F: 3 clusters Score -1133400 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1136095.875000 Penalty: 3058.199951
	Iteration 1F: 3 clusters Score -1136096 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1136355.250000 Penalty: 3058.199951
	Iteration 2F: 3 clusters Score -1136355 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1136571.500000 Penalty: 3058.199951
	Iteration 3Q: 3 clusters Score -1136572 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1136786.000000 Penalty: 3058.199951
	Iteration 4Q: 3 clusters Score -1136786 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1137055.750000 Penalty: 3058.199951
	Iteration 5Q: 3 clusters Score -1137056 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1137422.375000 Penalty: 3058.199951
	Iteration 6F: 3 clusters Score -1137422 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1137915.000000 Penalty: 3058.199951
	Iteration 7F: 3 clusters Score -1137915 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1138558.875000 Penalty: 3058.199951
	Iteration 8F: 3 clusters Score -1138559 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1139226.000000 Penalty: 3058.199951
	Iteration 9F: 3 clusters Score -1139226 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1139775.250000 Penalty: 3058.199951
	Iteration 10Q: 3 clusters Score -1139775 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1140131.000000 Penalty: 3058.199951
	Iteration 11Q: 3 clusters Score -1140131 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1140314.000000 Penalty: 3058.199951
	Iteration 12Q: 3 clusters Score -1140314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1140419.125000 Penalty: 3058.199951
	Iteration 13Q: 3 clusters Score -1140419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1140477.750000 Penalty: 3058.199951
	Iteration 14Q: 3 clusters Score -1140478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1140505.875000 Penalty: 3058.199951
	Iteration 15Q: 3 clusters Score -1140506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1140521.750000 Penalty: 3058.199951
	Iteration 16Q: 3 clusters Score -1140522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1140531.750000 Penalty: 3058.199951
	Iteration 17Q: 3 clusters Score -1140532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1140543.125000 Penalty: 3058.199951
	Iteration 18Q: 3 clusters Score -1140543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1140553.750000 Penalty: 3058.199951
	Iteration 19Q: 3 clusters Score -1140554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1140561.250000 Penalty: 3058.199951
	Iteration 20F: 3 clusters Score -1140561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1140576.250000 Penalty: 3058.199951
	Iteration 21Q: 3 clusters Score -1140576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1140583.250000 Penalty: 3058.199951
	Iteration 22Q: 3 clusters Score -1140583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1140585.750000 Penalty: 3058.199951
	Iteration 23Q: 3 clusters Score -1140586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1140588.125000 Penalty: 3058.199951
	Iteration 24Q: 3 clusters Score -1140588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1140591.250000 Penalty: 3058.199951
	Iteration 25Q: 3 clusters Score -1140591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1140592.500000 Penalty: 3058.199951
	Iteration 26Q: 3 clusters Score -1140592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1140594.125000 Penalty: 3058.199951
	Iteration 27Q: 3 clusters Score -1140594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1140595.125000 Penalty: 3058.199951
	Iteration 28Q: 3 clusters Score -1140595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1140598.375000 Penalty: 3058.199951
	Iteration 29Q: 3 clusters Score -1140598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1140602.000000 Penalty: 3058.199951
	Iteration 30Q: 3 clusters Score -1140602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1140604.250000 Penalty: 3058.199951
	Iteration 31Q: 3 clusters Score -1140604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1140604.500000 Penalty: 3058.199951
	Iteration 32Q: 3 clusters Score -1140604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1140604.500000 Penalty: 3058.199951
	Iteration 33F: 3 clusters Score -1140604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Entering Unmasked Estep 
Score: -5619828.500000 Penalty: 1788.146973
	Iteration 0F: 2 clusters Score -5619828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -5579731.500000 Penalty: 3576.293945
	Iteration 0F: 3 clusters Score -5579732 nChanged 28300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5596428.000000 Penalty: 3576.293945
	Iteration 1F: 3 clusters Score -5596428 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -5597439.500000 Penalty: 3576.293945
	Iteration 2Q: 3 clusters Score -5597440 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5598681.500000 Penalty: 3576.293945
	Iteration 3Q: 3 clusters Score -5598682 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5600345.000000 Penalty: 3576.293945
	Iteration 4F: 3 clusters Score -5600345 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -5602296.000000 Penalty: 3576.293945
	Iteration 5F: 3 clusters Score -5602296 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -5604952.000000 Penalty: 3576.293945
	Iteration 6F: 3 clusters Score -5604952 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5608420.500000 Penalty: 3576.293945
	Iteration 7F: 3 clusters Score -5608420 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -5611443.500000 Penalty: 3576.293945
	Iteration 8F: 3 clusters Score -5611444 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5613064.500000 Penalty: 3576.293945
	Iteration 9Q: 3 clusters Score -5613064 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5613813.000000 Penalty: 3576.293945
	Iteration 10Q: 3 clusters Score -5613813 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5614211.000000 Penalty: 3576.293945
	Iteration 11Q: 3 clusters Score -5614211 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -5614565.000000 Penalty: 3576.293945
	Iteration 12Q: 3 clusters Score -5614565 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -5614795.500000 Penalty: 3576.293945
	Iteration 13Q: 3 clusters Score -5614796 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -5615023.000000 Penalty: 3576.293945
	Iteration 14Q: 3 clusters Score -5615023 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -5615242.500000 Penalty: 3576.293945
	Iteration 15Q: 3 clusters Score -5615242 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5615412.000000 Penalty: 3576.293945
	Iteration 16Q: 3 clusters Score -5615412 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -5615568.000000 Penalty: 3576.293945
	Iteration 17Q: 3 clusters Score -5615568 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -5615737.500000 Penalty: 3576.293945
	Iteration 18Q: 3 clusters Score -5615738 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -5615874.000000 Penalty: 3576.293945
	Iteration 19Q: 3 clusters Score -5615874 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -5616022.500000 Penalty: 3576.293945
	Iteration 20F: 3 clusters Score -5616022 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5616181.000000 Penalty: 3576.293945
	Iteration 21Q: 3 clusters Score -5616181 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -5616294.000000 Penalty: 3576.293945
	Iteration 22Q: 3 clusters Score -5616294 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -5616411.500000 Penalty: 3576.293945
	Iteration 23Q: 3 clusters Score -5616412 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -5616529.500000 Penalty: 3576.293945
	Iteration 24Q: 3 clusters Score -5616530 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5616648.500000 Penalty: 3576.293945
	Iteration 25Q: 3 clusters Score -5616648 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5616734.500000 Penalty: 3576.293945
	Iteration 26Q: 3 clusters Score -5616734 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -5616824.500000 Penalty: 3576.293945
	Iteration 27Q: 3 clusters Score -5616824 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -5616922.500000 Penalty: 3576.293945
	Iteration 28Q: 3 clusters Score -5616922 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5617015.500000 Penalty: 3576.293945
	Iteration 29Q: 3 clusters Score -5617016 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -5617094.500000 Penalty: 3576.293945
	Iteration 30Q: 3 clusters Score -5617094 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5617174.000000 Penalty: 3576.293945
	Iteration 31Q: 3 clusters Score -5617174 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -5617290.000000 Penalty: 3576.293945
	Iteration 32Q: 3 clusters Score -5617290 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -5617361.500000 Penalty: 3576.293945
	Iteration 33Q: 3 clusters Score -5617362 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5617433.500000 Penalty: 3576.293945
	Iteration 34Q: 3 clusters Score -5617434 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5617541.500000 Penalty: 3576.293945
	Iteration 35Q: 3 clusters Score -5617542 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5617630.000000 Penalty: 3576.293945
	Iteration 36Q: 3 clusters Score -5617630 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5617723.500000 Penalty: 3576.293945
	Iteration 37Q: 3 clusters Score -5617724 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5617767.000000 Penalty: 3576.293945
	Iteration 38Q: 3 clusters Score -5617767 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5617826.000000 Penalty: 3576.293945
	Iteration 39Q: 3 clusters Score -5617826 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5617879.000000 Penalty: 3576.293945
	Iteration 40F: 3 clusters Score -5617879 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5617918.000000 Penalty: 3576.293945
	Iteration 41Q: 3 clusters Score -5617918 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5617950.500000 Penalty: 3576.293945
	Iteration 42Q: 3 clusters Score -5617950 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5617992.500000 Penalty: 3576.293945
	Iteration 43Q: 3 clusters Score -5617992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5618037.000000 Penalty: 3576.293945
	Iteration 44Q: 3 clusters Score -5618037 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5618088.000000 Penalty: 3576.293945
	Iteration 45Q: 3 clusters Score -5618088 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5618131.500000 Penalty: 3576.293945
	Iteration 46Q: 3 clusters Score -5618132 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5618164.500000 Penalty: 3576.293945
	Iteration 47Q: 3 clusters Score -5618164 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5618201.500000 Penalty: 3576.293945
	Iteration 48Q: 3 clusters Score -5618202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5618239.500000 Penalty: 3576.293945
	Iteration 49Q: 3 clusters Score -5618240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5618257.500000 Penalty: 3576.293945
	Iteration 50Q: 3 clusters Score -5618258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5618302.500000 Penalty: 3576.293945
	Iteration 51Q: 3 clusters Score -5618302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5618335.500000 Penalty: 3576.293945
	Iteration 52Q: 3 clusters Score -5618336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5618343.500000 Penalty: 3576.293945
	Iteration 53Q: 3 clusters Score -5618344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5618359.000000 Penalty: 3576.293945
	Iteration 54Q: 3 clusters Score -5618359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5618358.500000 Penalty: 3576.293945
	Iteration 55Q: 3 clusters Score -5618358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5618363.500000 Penalty: 3576.293945
	Iteration 56Q: 3 clusters Score -5618364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5618389.000000 Penalty: 3576.293945
	Iteration 57Q: 3 clusters Score -5618389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5618403.000000 Penalty: 3576.293945
	Iteration 58Q: 3 clusters Score -5618403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5618413.500000 Penalty: 3576.293945
	Iteration 59Q: 3 clusters Score -5618414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5618422.000000 Penalty: 3576.293945
	Iteration 60F: 3 clusters Score -5618422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5618423.000000 Penalty: 3576.293945
	Iteration 61Q: 3 clusters Score -5618423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5618427.000000 Penalty: 3576.293945
	Iteration 62Q: 3 clusters Score -5618427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5618435.000000 Penalty: 3576.293945
	Iteration 63Q: 3 clusters Score -5618435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5618425.500000 Penalty: 3576.293945
	Iteration 64Q: 3 clusters Score -5618426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5618425.000000 Penalty: 3576.293945
	Iteration 65Q: 3 clusters Score -5618425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5618423.000000 Penalty: 3576.293945
	Iteration 66Q: 3 clusters Score -5618423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5618424.500000 Penalty: 3576.293945
	Iteration 67Q: 3 clusters Score -5618424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5618431.500000 Penalty: 3576.293945
	Iteration 68Q: 3 clusters Score -5618432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5618429.500000 Penalty: 3576.293945
	Iteration 69Q: 3 clusters Score -5618430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5618431.000000 Penalty: 3576.293945
	Iteration 70Q: 3 clusters Score -5618431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5618432.500000 Penalty: 3576.293945
	Iteration 71Q: 3 clusters Score -5618432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5618436.500000 Penalty: 3576.293945
	Iteration 72Q: 3 clusters Score -5618436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5618432.000000 Penalty: 3576.293945
	Iteration 73Q: 3 clusters Score -5618432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5618426.000000 Penalty: 3576.293945
	Iteration 74Q: 3 clusters Score -5618426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5618429.500000 Penalty: 3576.293945
	Iteration 75Q: 3 clusters Score -5618430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5618432.500000 Penalty: 3576.293945
	Iteration 76Q: 3 clusters Score -5618432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5618429.500000 Penalty: 3576.293945
	Iteration 77Q: 3 clusters Score -5618430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5618429.500000 Penalty: 3576.293945
	Iteration 78F: 3 clusters Score -5618430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Entering Unmasked Estep 
Score: -2800948.250000 Penalty: 1674.515381
	Iteration 0F: 2 clusters Score -2800948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2780754.250000 Penalty: 3349.030762
	Iteration 0F: 3 clusters Score -2780754 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2788422.500000 Penalty: 3349.030762
	Iteration 1F: 3 clusters Score -2788422 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2788782.000000 Penalty: 3349.030762
	Iteration 2Q: 3 clusters Score -2788782 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2789128.250000 Penalty: 3349.030762
	Iteration 3Q: 3 clusters Score -2789128 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2789536.500000 Penalty: 3349.030762
	Iteration 4Q: 3 clusters Score -2789536 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2790113.750000 Penalty: 3349.030762
	Iteration 5Q: 3 clusters Score -2790114 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2790974.750000 Penalty: 3349.030762
	Iteration 6F: 3 clusters Score -2790975 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2792258.000000 Penalty: 3349.030762
	Iteration 7F: 3 clusters Score -2792258 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2794058.500000 Penalty: 3349.030762
	Iteration 8F: 3 clusters Score -2794058 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -2796092.500000 Penalty: 3349.030762
	Iteration 9F: 3 clusters Score -2796092 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -2797706.000000 Penalty: 3349.030762
	Iteration 10F: 3 clusters Score -2797706 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -2798698.750000 Penalty: 3349.030762
	Iteration 11Q: 3 clusters Score -2798699 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2799158.000000 Penalty: 3349.030762
	Iteration 12Q: 3 clusters Score -2799158 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -2799357.500000 Penalty: 3349.030762
	Iteration 13Q: 3 clusters Score -2799358 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -2799459.750000 Penalty: 3349.030762
	Iteration 14Q: 3 clusters Score -2799460 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -2799531.250000 Penalty: 3349.030762
	Iteration 15Q: 3 clusters Score -2799531 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -2799575.750000 Penalty: 3349.030762
	Iteration 16Q: 3 clusters Score -2799576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -2799610.000000 Penalty: 3349.030762
	Iteration 17Q: 3 clusters Score -2799610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -2799625.000000 Penalty: 3349.030762
	Iteration 18Q: 3 clusters Score -2799625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -2799644.250000 Penalty: 3349.030762
	Iteration 19Q: 3 clusters Score -2799644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -2799658.750000 Penalty: 3349.030762
	Iteration 20F: 3 clusters Score -2799659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -2799670.500000 Penalty: 3349.030762
	Iteration 21Q: 3 clusters Score -2799670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -2799681.750000 Penalty: 3349.030762
	Iteration 22Q: 3 clusters Score -2799682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -2799686.000000 Penalty: 3349.030762
	Iteration 23Q: 3 clusters Score -2799686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -2799687.000000 Penalty: 3349.030762
	Iteration 24Q: 3 clusters Score -2799687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -2799694.750000 Penalty: 3349.030762
	Iteration 25Q: 3 clusters Score -2799695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -2799693.250000 Penalty: 3349.030762
	Iteration 26Q: 3 clusters Score -2799693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -2799698.750000 Penalty: 3349.030762
	Iteration 27Q: 3 clusters Score -2799699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -2799700.750000 Penalty: 3349.030762
	Iteration 28Q: 3 clusters Score -2799701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -2799704.250000 Penalty: 3349.030762
	Iteration 29Q: 3 clusters Score -2799704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -2799708.000000 Penalty: 3349.030762
	Iteration 30Q: 3 clusters Score -2799708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -2799714.000000 Penalty: 3349.030762
	Iteration 31Q: 3 clusters Score -2799714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -2799723.250000 Penalty: 3349.030762
	Iteration 32Q: 3 clusters Score -2799723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -2799729.250000 Penalty: 3349.030762
	Iteration 33Q: 3 clusters Score -2799729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -2799735.500000 Penalty: 3349.030762
	Iteration 34Q: 3 clusters Score -2799736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -2799739.500000 Penalty: 3349.030762
	Iteration 35Q: 3 clusters Score -2799740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -2799741.250000 Penalty: 3349.030762
	Iteration 36Q: 3 clusters Score -2799741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -2799744.250000 Penalty: 3349.030762
	Iteration 37Q: 3 clusters Score -2799744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -2799743.500000 Penalty: 3349.030762
	Iteration 38Q: 3 clusters Score -2799744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -2799744.750000 Penalty: 3349.030762
	Iteration 39Q: 3 clusters Score -2799745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -2799747.750000 Penalty: 3349.030762
	Iteration 40F: 3 clusters Score -2799748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -2799746.250000 Penalty: 3349.030762
	Iteration 41Q: 3 clusters Score -2799746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -2799750.250000 Penalty: 3349.030762
	Iteration 42Q: 3 clusters Score -2799750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -2799750.250000 Penalty: 3349.030762
	Iteration 43Q: 3 clusters Score -2799750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -2799752.500000 Penalty: 3349.030762
	Iteration 44Q: 3 clusters Score -2799752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -2799752.500000 Penalty: 3349.030762
	Iteration 45Q: 3 clusters Score -2799752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -2799751.250000 Penalty: 3349.030762
	Iteration 46Q: 3 clusters Score -2799751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -2799752.500000 Penalty: 3349.030762
	Iteration 47Q: 3 clusters Score -2799752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -2799752.500000 Penalty: 3349.030762
	Iteration 48F: 3 clusters Score -2799752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -548022.125000 Penalty: 1419.104248
	Iteration 0F: 2 clusters Score -548022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -543298.500000 Penalty: 2838.208496
	Iteration 0F: 3 clusters Score -543298.5 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -544669.250000 Penalty: 2838.208496
	Iteration 1F: 3 clusters Score -544669.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -544841.375000 Penalty: 2838.208496
	Iteration 2F: 3 clusters Score -544841.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -544953.687500 Penalty: 2838.208496
	Iteration 3Q: 3 clusters Score -544953.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -545043.125000 Penalty: 2838.208496
	Iteration 4Q: 3 clusters Score -545043.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -545122.937500 Penalty: 2838.208496
	Iteration 5Q: 3 clusters Score -545122.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -545197.937500 Penalty: 2838.208496
	Iteration 6Q: 3 clusters Score -545197.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -545261.375000 Penalty: 2838.208496
	Iteration 7Q: 3 clusters Score -545261.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -545314.437500 Penalty: 2838.208496
	Iteration 8Q: 3 clusters Score -545314.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -545375.000000 Penalty: 2838.208496
	Iteration 9Q: 3 clusters Score -545375 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -545455.000000 Penalty: 2838.208496
	Iteration 10Q: 3 clusters Score -545455 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -545573.437500 Penalty: 2838.208496
	Iteration 11Q: 3 clusters Score -545573.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -545737.500000 Penalty: 2838.208496
	Iteration 12Q: 3 clusters Score -545737.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -545921.375000 Penalty: 2838.208496
	Iteration 13Q: 3 clusters Score -545921.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -546087.125000 Penalty: 2838.208496
	Iteration 14Q: 3 clusters Score -546087.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -546247.562500 Penalty: 2838.208496
	Iteration 15Q: 3 clusters Score -546247.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -546392.750000 Penalty: 2838.208496
	Iteration 16Q: 3 clusters Score -546392.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -546506.812500 Penalty: 2838.208496
	Iteration 17Q: 3 clusters Score -546506.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -546578.250000 Penalty: 2838.208496
	Iteration 18Q: 3 clusters Score -546578.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -546615.625000 Penalty: 2838.208496
	Iteration 19Q: 3 clusters Score -546615.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -546643.187500 Penalty: 2838.208496
	Iteration 20F: 3 clusters Score -546643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -546664.000000 Penalty: 2838.208496
	Iteration 21Q: 3 clusters Score -546664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -546688.500000 Penalty: 2838.208496
	Iteration 22Q: 3 clusters Score -546688.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -546717.000000 Penalty: 2838.208496
	Iteration 23Q: 3 clusters Score -546717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -546734.187500 Penalty: 2838.208496
	Iteration 24Q: 3 clusters Score -546734.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -546750.125000 Penalty: 2838.208496
	Iteration 25Q: 3 clusters Score -546750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -546757.500000 Penalty: 2838.208496
	Iteration 26Q: 3 clusters Score -546757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -546763.250000 Penalty: 2838.208496
	Iteration 27Q: 3 clusters Score -546763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -546766.625000 Penalty: 2838.208496
	Iteration 28Q: 3 clusters Score -546766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -546769.312500 Penalty: 2838.208496
	Iteration 29Q: 3 clusters Score -546769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -546769.312500 Penalty: 2838.208496
	Iteration 30Q: 3 clusters Score -546769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -546772.687500 Penalty: 2838.208496
	Iteration 31Q: 3 clusters Score -546772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -546774.812500 Penalty: 2838.208496
	Iteration 32Q: 3 clusters Score -546774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -546777.937500 Penalty: 2838.208496
	Iteration 33Q: 3 clusters Score -546777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -546778.312500 Penalty: 2838.208496
	Iteration 34Q: 3 clusters Score -546778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -546778.312500 Penalty: 2838.208496
	Iteration 35F: 3 clusters Score -546778.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Entering Unmasked Estep 
Score: -2034184.500000 Penalty: 1628.608032
	Iteration 0F: 2 clusters Score -2034184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2018931.750000 Penalty: 3257.216064
	Iteration 0F: 3 clusters Score -2018932 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2024340.000000 Penalty: 3257.216064
	Iteration 1F: 3 clusters Score -2024340 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2024662.500000 Penalty: 3257.216064
	Iteration 2Q: 3 clusters Score -2024662 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2025050.250000 Penalty: 3257.216064
	Iteration 3Q: 3 clusters Score -2025050 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2025611.375000 Penalty: 3257.216064
	Iteration 4F: 3 clusters Score -2025611 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2026537.750000 Penalty: 3257.216064
	Iteration 5F: 3 clusters Score -2026538 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2027945.375000 Penalty: 3257.216064
	Iteration 6F: 3 clusters Score -2027945 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2029737.625000 Penalty: 3257.216064
	Iteration 7F: 3 clusters Score -2029738 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2031283.750000 Penalty: 3257.216064
	Iteration 8F: 3 clusters Score -2031284 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2032165.250000 Penalty: 3257.216064
	Iteration 9Q: 3 clusters Score -2032165 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2032503.625000 Penalty: 3257.216064
	Iteration 10Q: 3 clusters Score -2032504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2032624.875000 Penalty: 3257.216064
	Iteration 11Q: 3 clusters Score -2032625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2032669.625000 Penalty: 3257.216064
	Iteration 12Q: 3 clusters Score -2032670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2032685.625000 Penalty: 3257.216064
	Iteration 13Q: 3 clusters Score -2032686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2032692.625000 Penalty: 3257.216064
	Iteration 14Q: 3 clusters Score -2032693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2032702.375000 Penalty: 3257.216064
	Iteration 15Q: 3 clusters Score -2032702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2032709.625000 Penalty: 3257.216064
	Iteration 16Q: 3 clusters Score -2032710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2032716.375000 Penalty: 3257.216064
	Iteration 17Q: 3 clusters Score -2032716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2032716.375000 Penalty: 3257.216064
	Iteration 18Q: 3 clusters Score -2032716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2032719.875000 Penalty: 3257.216064
	Iteration 19Q: 3 clusters Score -2032720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2032719.875000 Penalty: 3257.216064
	Iteration 20F: 3 clusters Score -2032720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (314975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314975 members 
Entering Unmasked Estep 
Score: -28821614.000000 Penalty: 2057.290527
	Iteration 0F: 2 clusters Score -2.882161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157742 members 
Mstep: Class 2 contains 157233 members 
Entering Unmasked Estep 
Score: -28616922.000000 Penalty: 4114.581055
	Iteration 0F: 3 clusters Score -2.861692e+07 nChanged 153952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -28708140.000000 Penalty: 4114.581055
	Iteration 1F: 3 clusters Score -2.870814e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169612 members 
Mstep: Class 2 contains 145363 members 
Entering Unmasked Estep 
Score: -28709382.000000 Penalty: 4114.581055
	Iteration 2Q: 3 clusters Score -2.870938e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 137658 members 
Entering Unmasked Estep 
Score: -28711992.000000 Penalty: 4114.581055
	Iteration 3Q: 3 clusters Score -2.871199e+07 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189263 members 
Mstep: Class 2 contains 125712 members 
Entering Unmasked Estep 
Score: -28717094.000000 Penalty: 4114.581055
	Iteration 4Q: 3 clusters Score -2.871709e+07 nChanged 18076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207077 members 
Mstep: Class 2 contains 107898 members 
Entering Unmasked Estep 
Score: -28726736.000000 Penalty: 4114.581055
	Iteration 5F: 3 clusters Score -2.872674e+07 nChanged 24513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231540 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -28744584.000000 Penalty: 4114.581055
	Iteration 6F: 3 clusters Score -2.874458e+07 nChanged 28849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260387 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -28770702.000000 Penalty: 4114.581055
	Iteration 7F: 3 clusters Score -2.87707e+07 nChanged 26108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286493 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -28797184.000000 Penalty: 4114.581055
	Iteration 8F: 3 clusters Score -2.879718e+07 nChanged 16885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303378 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -28813438.000000 Penalty: 4114.581055
	Iteration 9F: 3 clusters Score -2.881344e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311615 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -28818322.000000 Penalty: 4114.581055
	Iteration 10Q: 3 clusters Score -2.881832e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314140 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -28819446.000000 Penalty: 4114.581055
	Iteration 11Q: 3 clusters Score -2.881945e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314711 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28819604.000000 Penalty: 4114.581055
	Iteration 12Q: 3 clusters Score -2.88196e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314814 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28819698.000000 Penalty: 4114.581055
	Iteration 13Q: 3 clusters Score -2.88197e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314840 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28819746.000000 Penalty: 4114.581055
	Iteration 14Q: 3 clusters Score -2.881975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314852 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28819786.000000 Penalty: 4114.581055
	Iteration 15Q: 3 clusters Score -2.881979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314856 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28819790.000000 Penalty: 4114.581055
	Iteration 16Q: 3 clusters Score -2.881979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314862 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28819818.000000 Penalty: 4114.581055
	Iteration 17Q: 3 clusters Score -2.881982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314863 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28819808.000000 Penalty: 4114.581055
	Iteration 18Q: 3 clusters Score -2.881981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314866 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28819824.000000 Penalty: 4114.581055
	Iteration 19Q: 3 clusters Score -2.881982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314867 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28819820.000000 Penalty: 4114.581055
	Iteration 20F: 3 clusters Score -2.881982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314868 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28819824.000000 Penalty: 4114.581055
	Iteration 21Q: 3 clusters Score -2.881982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314869 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28819826.000000 Penalty: 4114.581055
	Iteration 22Q: 3 clusters Score -2.881983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314869 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28819826.000000 Penalty: 4114.581055
	Iteration 23F: 3 clusters Score -2.881983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60113 members 
Mstep: Class 13 contains 29873 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 314975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545760.000000 Penalty: 28115.259766
Iteration 279Q: 14 clusters Score -5.454576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60109 members 
Mstep: Class 13 contains 29874 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 314977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545768.000000 Penalty: 28115.259766
Iteration 280F: 14 clusters Score -5.454577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42045 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60108 members 
Mstep: Class 13 contains 29874 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 314979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545748.000000 Penalty: 28115.259766
Iteration 281Q: 14 clusters Score -5.454575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 42045 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 60108 members 
Mstep: Class 13 contains 29874 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 314979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545748.000000 Penalty: 28115.259766
Iteration 282F: 14 clusters Score -5.454575e+07 nChanged 0
Entering ConstructFrom: 
Score: -54545748.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (42134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Entering Unmasked Estep 
Score: -3933200.000000 Penalty: 1730.399170
	Iteration 0F: 2 clusters Score -3933200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3905012.250000 Penalty: 3460.798340
	Iteration 0F: 3 clusters Score -3905012 nChanged 19610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3916041.000000 Penalty: 3460.798340
	Iteration 1F: 3 clusters Score -3916041 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3916827.000000 Penalty: 3460.798340
	Iteration 2Q: 3 clusters Score -3916827 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3917979.750000 Penalty: 3460.798340
	Iteration 3F: 3 clusters Score -3917980 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3919723.000000 Penalty: 3460.798340
	Iteration 4F: 3 clusters Score -3919723 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3922123.500000 Penalty: 3460.798340
	Iteration 5F: 3 clusters Score -3922124 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3924971.250000 Penalty: 3460.798340
	Iteration 6F: 3 clusters Score -3924971 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3927800.000000 Penalty: 3460.798340
	Iteration 7F: 3 clusters Score -3927800 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3929949.500000 Penalty: 3460.798340
	Iteration 8F: 3 clusters Score -3929950 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3930993.500000 Penalty: 3460.798340
	Iteration 9Q: 3 clusters Score -3930994 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3931501.750000 Penalty: 3460.798340
	Iteration 10Q: 3 clusters Score -3931502 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3931759.000000 Penalty: 3460.798340
	Iteration 11Q: 3 clusters Score -3931759 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3931910.000000 Penalty: 3460.798340
	Iteration 12Q: 3 clusters Score -3931910 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3931975.250000 Penalty: 3460.798340
	Iteration 13Q: 3 clusters Score -3931975 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3932041.500000 Penalty: 3460.798340
	Iteration 14Q: 3 clusters Score -3932042 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3932101.500000 Penalty: 3460.798340
	Iteration 15Q: 3 clusters Score -3932102 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3932144.250000 Penalty: 3460.798340
	Iteration 16Q: 3 clusters Score -3932144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3932175.250000 Penalty: 3460.798340
	Iteration 17Q: 3 clusters Score -3932175 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3932213.000000 Penalty: 3460.798340
	Iteration 18Q: 3 clusters Score -3932213 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3932242.500000 Penalty: 3460.798340
	Iteration 19Q: 3 clusters Score -3932242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3932267.750000 Penalty: 3460.798340
	Iteration 20F: 3 clusters Score -3932268 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3932278.750000 Penalty: 3460.798340
	Iteration 21Q: 3 clusters Score -3932279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3932309.000000 Penalty: 3460.798340
	Iteration 22Q: 3 clusters Score -3932309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3932302.250000 Penalty: 3460.798340
	Iteration 23Q: 3 clusters Score -3932302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3932307.500000 Penalty: 3460.798340
	Iteration 24Q: 3 clusters Score -3932308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3932328.500000 Penalty: 3460.798340
	Iteration 25Q: 3 clusters Score -3932328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3932336.250000 Penalty: 3460.798340
	Iteration 26Q: 3 clusters Score -3932336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3932345.500000 Penalty: 3460.798340
	Iteration 27Q: 3 clusters Score -3932346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3932354.000000 Penalty: 3460.798340
	Iteration 28Q: 3 clusters Score -3932354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3932359.250000 Penalty: 3460.798340
	Iteration 29Q: 3 clusters Score -3932359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3932361.500000 Penalty: 3460.798340
	Iteration 30Q: 3 clusters Score -3932362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3932371.500000 Penalty: 3460.798340
	Iteration 31Q: 3 clusters Score -3932372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3932377.000000 Penalty: 3460.798340
	Iteration 32Q: 3 clusters Score -3932377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3932375.750000 Penalty: 3460.798340
	Iteration 33Q: 3 clusters Score -3932376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3932383.000000 Penalty: 3460.798340
	Iteration 34Q: 3 clusters Score -3932383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3932385.250000 Penalty: 3460.798340
	Iteration 35Q: 3 clusters Score -3932385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3932385.250000 Penalty: 3460.798340
	Iteration 36Q: 3 clusters Score -3932385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3932392.000000 Penalty: 3460.798340
	Iteration 37Q: 3 clusters Score -3932392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3932386.750000 Penalty: 3460.798340
	Iteration 38Q: 3 clusters Score -3932387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3932389.000000 Penalty: 3460.798340
	Iteration 39Q: 3 clusters Score -3932389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3932392.500000 Penalty: 3460.798340
	Iteration 40F: 3 clusters Score -3932392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3932392.500000 Penalty: 3460.798340
	Iteration 41Q: 3 clusters Score -3932392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3932394.250000 Penalty: 3460.798340
	Iteration 42Q: 3 clusters Score -3932394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3932393.000000 Penalty: 3460.798340
	Iteration 43Q: 3 clusters Score -3932393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3932396.250000 Penalty: 3460.798340
	Iteration 44Q: 3 clusters Score -3932396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3932396.250000 Penalty: 3460.798340
	Iteration 45F: 3 clusters Score -3932396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -87173.453125 Penalty: 1127.471191
	Iteration 0F: 2 clusters Score -87173.45 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 531 members 
Entering Unmasked Estep 
Score: -85758.476562 Penalty: 2254.942383
	Iteration 0F: 3 clusters Score -85758.48 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86067.601562 Penalty: 2254.942383
	Iteration 1F: 3 clusters Score -86067.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -86173.453125 Penalty: 2254.942383
	Iteration 2F: 3 clusters Score -86173.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -86242.242188 Penalty: 2254.942383
	Iteration 3F: 3 clusters Score -86242.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -86285.281250 Penalty: 2254.942383
	Iteration 4Q: 3 clusters Score -86285.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -86326.554688 Penalty: 2254.942383
	Iteration 5Q: 3 clusters Score -86326.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -86343.195312 Penalty: 2254.942383
	Iteration 6Q: 3 clusters Score -86343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -86353.460938 Penalty: 2254.942383
	Iteration 7Q: 3 clusters Score -86353.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -86359.789062 Penalty: 2254.942383
	Iteration 8Q: 3 clusters Score -86359.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -86369.210938 Penalty: 2254.942383
	Iteration 9Q: 3 clusters Score -86369.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -86373.593750 Penalty: 2254.942383
	Iteration 10Q: 3 clusters Score -86373.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -86374.437500 Penalty: 2254.942383
	Iteration 11Q: 3 clusters Score -86374.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -86374.437500 Penalty: 2254.942383
	Iteration 12F: 3 clusters Score -86374.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Entering Unmasked Estep 
Score: -3373205.500000 Penalty: 1705.422241
	Iteration 0F: 2 clusters Score -3373206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3348759.000000 Penalty: 3410.844482
	Iteration 0F: 3 clusters Score -3348759 nChanged 16849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3358431.500000 Penalty: 3410.844482
	Iteration 1F: 3 clusters Score -3358432 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3359021.250000 Penalty: 3410.844482
	Iteration 2Q: 3 clusters Score -3359021 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3359727.000000 Penalty: 3410.844482
	Iteration 3Q: 3 clusters Score -3359727 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3360763.250000 Penalty: 3410.844482
	Iteration 4F: 3 clusters Score -3360763 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3362360.500000 Penalty: 3410.844482
	Iteration 5F: 3 clusters Score -3362360 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -3364602.250000 Penalty: 3410.844482
	Iteration 6F: 3 clusters Score -3364602 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3367066.750000 Penalty: 3410.844482
	Iteration 7F: 3 clusters Score -3367067 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3368902.250000 Penalty: 3410.844482
	Iteration 8F: 3 clusters Score -3368902 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3370042.500000 Penalty: 3410.844482
	Iteration 9Q: 3 clusters Score -3370042 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3370712.500000 Penalty: 3410.844482
	Iteration 10Q: 3 clusters Score -3370712 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3371085.000000 Penalty: 3410.844482
	Iteration 11Q: 3 clusters Score -3371085 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3371284.000000 Penalty: 3410.844482
	Iteration 12Q: 3 clusters Score -3371284 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3371386.500000 Penalty: 3410.844482
	Iteration 13Q: 3 clusters Score -3371386 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3371451.750000 Penalty: 3410.844482
	Iteration 14Q: 3 clusters Score -3371452 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3371502.250000 Penalty: 3410.844482
	Iteration 15Q: 3 clusters Score -3371502 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3371530.250000 Penalty: 3410.844482
	Iteration 16Q: 3 clusters Score -3371530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3371558.000000 Penalty: 3410.844482
	Iteration 17Q: 3 clusters Score -3371558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3371586.000000 Penalty: 3410.844482
	Iteration 18Q: 3 clusters Score -3371586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3371609.750000 Penalty: 3410.844482
	Iteration 19Q: 3 clusters Score -3371610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3371635.500000 Penalty: 3410.844482
	Iteration 20F: 3 clusters Score -3371636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3371662.750000 Penalty: 3410.844482
	Iteration 21Q: 3 clusters Score -3371663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3371675.250000 Penalty: 3410.844482
	Iteration 22Q: 3 clusters Score -3371675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3371690.750000 Penalty: 3410.844482
	Iteration 23Q: 3 clusters Score -3371691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3371705.000000 Penalty: 3410.844482
	Iteration 24Q: 3 clusters Score -3371705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3371714.750000 Penalty: 3410.844482
	Iteration 25Q: 3 clusters Score -3371715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3371729.750000 Penalty: 3410.844482
	Iteration 26Q: 3 clusters Score -3371730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3371743.000000 Penalty: 3410.844482
	Iteration 27Q: 3 clusters Score -3371743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3371749.500000 Penalty: 3410.844482
	Iteration 28Q: 3 clusters Score -3371750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3371761.000000 Penalty: 3410.844482
	Iteration 29Q: 3 clusters Score -3371761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3371766.750000 Penalty: 3410.844482
	Iteration 30Q: 3 clusters Score -3371767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3371767.500000 Penalty: 3410.844482
	Iteration 31Q: 3 clusters Score -3371768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3371767.750000 Penalty: 3410.844482
	Iteration 32Q: 3 clusters Score -3371768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3371772.750000 Penalty: 3410.844482
	Iteration 33Q: 3 clusters Score -3371773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3371774.750000 Penalty: 3410.844482
	Iteration 34Q: 3 clusters Score -3371775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3371777.500000 Penalty: 3410.844482
	Iteration 35Q: 3 clusters Score -3371778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3371782.500000 Penalty: 3410.844482
	Iteration 36Q: 3 clusters Score -3371782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3371783.750000 Penalty: 3410.844482
	Iteration 37Q: 3 clusters Score -3371784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3371786.000000 Penalty: 3410.844482
	Iteration 38Q: 3 clusters Score -3371786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3371790.250000 Penalty: 3410.844482
	Iteration 39Q: 3 clusters Score -3371790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3371793.500000 Penalty: 3410.844482
	Iteration 40F: 3 clusters Score -3371794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3371797.750000 Penalty: 3410.844482
	Iteration 41Q: 3 clusters Score -3371798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3371796.500000 Penalty: 3410.844482
	Iteration 42Q: 3 clusters Score -3371796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3371798.250000 Penalty: 3410.844482
	Iteration 43Q: 3 clusters Score -3371798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3371797.750000 Penalty: 3410.844482
	Iteration 44Q: 3 clusters Score -3371798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3371797.500000 Penalty: 3410.844482
	Iteration 45Q: 3 clusters Score -3371798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3371797.500000 Penalty: 3410.844482
	Iteration 46Q: 3 clusters Score -3371798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3371799.750000 Penalty: 3410.844482
	Iteration 47Q: 3 clusters Score -3371800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3371801.000000 Penalty: 3410.844482
	Iteration 48Q: 3 clusters Score -3371801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3371804.250000 Penalty: 3410.844482
	Iteration 49Q: 3 clusters Score -3371804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3371805.250000 Penalty: 3410.844482
	Iteration 50Q: 3 clusters Score -3371805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3371805.500000 Penalty: 3410.844482
	Iteration 51Q: 3 clusters Score -3371806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3371800.000000 Penalty: 3410.844482
	Iteration 52Q: 3 clusters Score -3371800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3371803.250000 Penalty: 3410.844482
	Iteration 53Q: 3 clusters Score -3371803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3371806.000000 Penalty: 3410.844482
	Iteration 54Q: 3 clusters Score -3371806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3371806.750000 Penalty: 3410.844482
	Iteration 55Q: 3 clusters Score -3371807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3371806.750000 Penalty: 3410.844482
	Iteration 56F: 3 clusters Score -3371807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Entering Unmasked Estep 
Score: -3924442.500000 Penalty: 1730.055542
	Iteration 0F: 2 clusters Score -3924442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3896270.500000 Penalty: 3460.111084
	Iteration 0F: 3 clusters Score -3896270 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3907668.500000 Penalty: 3460.111084
	Iteration 1F: 3 clusters Score -3907668 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3908520.000000 Penalty: 3460.111084
	Iteration 2Q: 3 clusters Score -3908520 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3909872.500000 Penalty: 3460.111084
	Iteration 3F: 3 clusters Score -3909872 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3912173.750000 Penalty: 3460.111084
	Iteration 4F: 3 clusters Score -3912174 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3915506.000000 Penalty: 3460.111084
	Iteration 5F: 3 clusters Score -3915506 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3919014.750000 Penalty: 3460.111084
	Iteration 6F: 3 clusters Score -3919015 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3921281.250000 Penalty: 3460.111084
	Iteration 7F: 3 clusters Score -3921281 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3922365.750000 Penalty: 3460.111084
	Iteration 8Q: 3 clusters Score -3922366 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3922783.250000 Penalty: 3460.111084
	Iteration 9Q: 3 clusters Score -3922783 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3922962.750000 Penalty: 3460.111084
	Iteration 10Q: 3 clusters Score -3922963 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3923075.250000 Penalty: 3460.111084
	Iteration 11Q: 3 clusters Score -3923075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3923141.750000 Penalty: 3460.111084
	Iteration 12Q: 3 clusters Score -3923142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3923173.000000 Penalty: 3460.111084
	Iteration 13Q: 3 clusters Score -3923173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3923186.750000 Penalty: 3460.111084
	Iteration 14Q: 3 clusters Score -3923187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3923194.500000 Penalty: 3460.111084
	Iteration 15Q: 3 clusters Score -3923194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3923199.500000 Penalty: 3460.111084
	Iteration 16Q: 3 clusters Score -3923200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3923207.250000 Penalty: 3460.111084
	Iteration 17Q: 3 clusters Score -3923207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3923215.000000 Penalty: 3460.111084
	Iteration 18Q: 3 clusters Score -3923215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3923218.000000 Penalty: 3460.111084
	Iteration 19Q: 3 clusters Score -3923218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3923226.000000 Penalty: 3460.111084
	Iteration 20F: 3 clusters Score -3923226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3923230.250000 Penalty: 3460.111084
	Iteration 21Q: 3 clusters Score -3923230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3923236.250000 Penalty: 3460.111084
	Iteration 22Q: 3 clusters Score -3923236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3923237.750000 Penalty: 3460.111084
	Iteration 23Q: 3 clusters Score -3923238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3923239.000000 Penalty: 3460.111084
	Iteration 24Q: 3 clusters Score -3923239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3923244.750000 Penalty: 3460.111084
	Iteration 25Q: 3 clusters Score -3923245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3923242.000000 Penalty: 3460.111084
	Iteration 26Q: 3 clusters Score -3923242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3923243.500000 Penalty: 3460.111084
	Iteration 27Q: 3 clusters Score -3923244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3923247.250000 Penalty: 3460.111084
	Iteration 28Q: 3 clusters Score -3923247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3923246.000000 Penalty: 3460.111084
	Iteration 29Q: 3 clusters Score -3923246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3923248.750000 Penalty: 3460.111084
	Iteration 30Q: 3 clusters Score -3923249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3923248.750000 Penalty: 3460.111084
	Iteration 31F: 3 clusters Score -3923249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -85823.710938 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -85823.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84404.015625 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -84404.02 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84696.429688 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -84696.43 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84776.570312 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -84776.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84846.312500 Penalty: 2263.651123
	Iteration 3F: 3 clusters Score -84846.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84876.960938 Penalty: 2263.651123
	Iteration 4Q: 3 clusters Score -84876.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84896.976562 Penalty: 2263.651123
	Iteration 5Q: 3 clusters Score -84896.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84910.656250 Penalty: 2263.651123
	Iteration 6Q: 3 clusters Score -84910.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84917.679688 Penalty: 2263.651123
	Iteration 7Q: 3 clusters Score -84917.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84924.140625 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -84924.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84926.507812 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -84926.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84927.765625 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -84927.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84930.578125 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -84930.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84933.218750 Penalty: 2263.651123
	Iteration 12Q: 3 clusters Score -84933.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84935.195312 Penalty: 2263.651123
	Iteration 13Q: 3 clusters Score -84935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84938.156250 Penalty: 2263.651123
	Iteration 14Q: 3 clusters Score -84938.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84941.218750 Penalty: 2263.651123
	Iteration 15Q: 3 clusters Score -84941.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84942.375000 Penalty: 2263.651123
	Iteration 16Q: 3 clusters Score -84942.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84942.578125 Penalty: 2263.651123
	Iteration 17Q: 3 clusters Score -84942.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84942.578125 Penalty: 2263.651123
	Iteration 18F: 3 clusters Score -84942.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Entering Unmasked Estep 
Score: -1226780.250000 Penalty: 1538.713379
	Iteration 0F: 2 clusters Score -1226780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1217708.625000 Penalty: 3077.426758
	Iteration 0F: 3 clusters Score -1217709 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1220771.750000 Penalty: 3077.426758
	Iteration 1F: 3 clusters Score -1220772 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1221053.500000 Penalty: 3077.426758
	Iteration 2F: 3 clusters Score -1221054 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1221294.750000 Penalty: 3077.426758
	Iteration 3Q: 3 clusters Score -1221295 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1221564.625000 Penalty: 3077.426758
	Iteration 4Q: 3 clusters Score -1221565 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1221862.375000 Penalty: 3077.426758
	Iteration 5Q: 3 clusters Score -1221862 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1222188.375000 Penalty: 3077.426758
	Iteration 6Q: 3 clusters Score -1222188 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1222541.500000 Penalty: 3077.426758
	Iteration 7Q: 3 clusters Score -1222542 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1222903.750000 Penalty: 3077.426758
	Iteration 8Q: 3 clusters Score -1222904 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1223246.625000 Penalty: 3077.426758
	Iteration 9Q: 3 clusters Score -1223247 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1223530.125000 Penalty: 3077.426758
	Iteration 10Q: 3 clusters Score -1223530 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1223743.125000 Penalty: 3077.426758
	Iteration 11Q: 3 clusters Score -1223743 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1223891.500000 Penalty: 3077.426758
	Iteration 12Q: 3 clusters Score -1223892 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1224006.375000 Penalty: 3077.426758
	Iteration 13Q: 3 clusters Score -1224006 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1224111.500000 Penalty: 3077.426758
	Iteration 14Q: 3 clusters Score -1224112 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1224210.875000 Penalty: 3077.426758
	Iteration 15Q: 3 clusters Score -1224211 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1224311.625000 Penalty: 3077.426758
	Iteration 16Q: 3 clusters Score -1224312 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1224404.000000 Penalty: 3077.426758
	Iteration 17Q: 3 clusters Score -1224404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1224492.875000 Penalty: 3077.426758
	Iteration 18Q: 3 clusters Score -1224493 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1224587.500000 Penalty: 3077.426758
	Iteration 19Q: 3 clusters Score -1224588 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1224685.750000 Penalty: 3077.426758
	Iteration 20F: 3 clusters Score -1224686 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1224783.125000 Penalty: 3077.426758
	Iteration 21Q: 3 clusters Score -1224783 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1224893.125000 Penalty: 3077.426758
	Iteration 22Q: 3 clusters Score -1224893 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1225011.000000 Penalty: 3077.426758
	Iteration 23Q: 3 clusters Score -1225011 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1225119.875000 Penalty: 3077.426758
	Iteration 24Q: 3 clusters Score -1225120 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1225237.375000 Penalty: 3077.426758
	Iteration 25Q: 3 clusters Score -1225237 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1225347.250000 Penalty: 3077.426758
	Iteration 26Q: 3 clusters Score -1225347 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1225416.625000 Penalty: 3077.426758
	Iteration 27Q: 3 clusters Score -1225417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1225475.000000 Penalty: 3077.426758
	Iteration 28Q: 3 clusters Score -1225475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1225515.875000 Penalty: 3077.426758
	Iteration 29Q: 3 clusters Score -1225516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1225546.750000 Penalty: 3077.426758
	Iteration 30Q: 3 clusters Score -1225547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1225571.750000 Penalty: 3077.426758
	Iteration 31Q: 3 clusters Score -1225572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1225589.875000 Penalty: 3077.426758
	Iteration 32Q: 3 clusters Score -1225590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1225603.750000 Penalty: 3077.426758
	Iteration 33Q: 3 clusters Score -1225604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1225620.375000 Penalty: 3077.426758
	Iteration 34Q: 3 clusters Score -1225620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1225620.875000 Penalty: 3077.426758
	Iteration 35Q: 3 clusters Score -1225621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1225626.250000 Penalty: 3077.426758
	Iteration 36Q: 3 clusters Score -1225626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1225633.125000 Penalty: 3077.426758
	Iteration 37Q: 3 clusters Score -1225633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1225633.500000 Penalty: 3077.426758
	Iteration 38Q: 3 clusters Score -1225634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1225634.625000 Penalty: 3077.426758
	Iteration 39Q: 3 clusters Score -1225635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1225634.750000 Penalty: 3077.426758
	Iteration 40F: 3 clusters Score -1225635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1225636.250000 Penalty: 3077.426758
	Iteration 41Q: 3 clusters Score -1225636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1225636.875000 Penalty: 3077.426758
	Iteration 42Q: 3 clusters Score -1225637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1225637.500000 Penalty: 3077.426758
	Iteration 43Q: 3 clusters Score -1225638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1225637.625000 Penalty: 3077.426758
	Iteration 44Q: 3 clusters Score -1225638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1225643.125000 Penalty: 3077.426758
	Iteration 45Q: 3 clusters Score -1225643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1225651.000000 Penalty: 3077.426758
	Iteration 46Q: 3 clusters Score -1225651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1225653.625000 Penalty: 3077.426758
	Iteration 47Q: 3 clusters Score -1225654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1225655.375000 Penalty: 3077.426758
	Iteration 48Q: 3 clusters Score -1225655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1225655.250000 Penalty: 3077.426758
	Iteration 49Q: 3 clusters Score -1225655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1225657.500000 Penalty: 3077.426758
	Iteration 50Q: 3 clusters Score -1225658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1225661.625000 Penalty: 3077.426758
	Iteration 51Q: 3 clusters Score -1225662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1225662.875000 Penalty: 3077.426758
	Iteration 52Q: 3 clusters Score -1225663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1225665.875000 Penalty: 3077.426758
	Iteration 53Q: 3 clusters Score -1225666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1225668.125000 Penalty: 3077.426758
	Iteration 54Q: 3 clusters Score -1225668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1225672.875000 Penalty: 3077.426758
	Iteration 55Q: 3 clusters Score -1225673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1225675.625000 Penalty: 3077.426758
	Iteration 56Q: 3 clusters Score -1225676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1225676.375000 Penalty: 3077.426758
	Iteration 57Q: 3 clusters Score -1225676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1225680.250000 Penalty: 3077.426758
	Iteration 58Q: 3 clusters Score -1225680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1225683.625000 Penalty: 3077.426758
	Iteration 59Q: 3 clusters Score -1225684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1225682.750000 Penalty: 3077.426758
	Iteration 60F: 3 clusters Score -1225683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Entering Unmasked Estep 
Score: -1999836.750000 Penalty: 1619.877808
	Iteration 0F: 2 clusters Score -1999837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1985444.625000 Penalty: 3239.755615
	Iteration 0F: 3 clusters Score -1985445 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1990812.000000 Penalty: 3239.755615
	Iteration 1F: 3 clusters Score -1990812 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1991406.000000 Penalty: 3239.755615
	Iteration 2F: 3 clusters Score -1991406 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1992216.750000 Penalty: 3239.755615
	Iteration 3F: 3 clusters Score -1992217 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1993385.625000 Penalty: 3239.755615
	Iteration 4F: 3 clusters Score -1993386 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1994871.500000 Penalty: 3239.755615
	Iteration 5F: 3 clusters Score -1994872 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1996414.125000 Penalty: 3239.755615
	Iteration 6F: 3 clusters Score -1996414 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -1997487.875000 Penalty: 3239.755615
	Iteration 7F: 3 clusters Score -1997488 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1997983.000000 Penalty: 3239.755615
	Iteration 8Q: 3 clusters Score -1997983 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1998206.750000 Penalty: 3239.755615
	Iteration 9Q: 3 clusters Score -1998207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -1998296.875000 Penalty: 3239.755615
	Iteration 10Q: 3 clusters Score -1998297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -1998337.375000 Penalty: 3239.755615
	Iteration 11Q: 3 clusters Score -1998337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -1998360.875000 Penalty: 3239.755615
	Iteration 12Q: 3 clusters Score -1998361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -1998370.500000 Penalty: 3239.755615
	Iteration 13Q: 3 clusters Score -1998370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1998381.000000 Penalty: 3239.755615
	Iteration 14Q: 3 clusters Score -1998381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1998384.625000 Penalty: 3239.755615
	Iteration 15Q: 3 clusters Score -1998385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1998388.375000 Penalty: 3239.755615
	Iteration 16Q: 3 clusters Score -1998388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -1998398.750000 Penalty: 3239.755615
	Iteration 17Q: 3 clusters Score -1998399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -1998404.625000 Penalty: 3239.755615
	Iteration 18Q: 3 clusters Score -1998405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -1998410.125000 Penalty: 3239.755615
	Iteration 19Q: 3 clusters Score -1998410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -1998410.875000 Penalty: 3239.755615
	Iteration 20F: 3 clusters Score -1998411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -1998411.125000 Penalty: 3239.755615
	Iteration 21Q: 3 clusters Score -1998411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -1998411.125000 Penalty: 3239.755615
	Iteration 22F: 3 clusters Score -1998411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Entering Unmasked Estep 
Score: -1141931.625000 Penalty: 1529.099976
	Iteration 0F: 2 clusters Score -1141932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1133234.750000 Penalty: 3058.199951
	Iteration 0F: 3 clusters Score -1133235 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1136116.250000 Penalty: 3058.199951
	Iteration 1F: 3 clusters Score -1136116 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1136395.500000 Penalty: 3058.199951
	Iteration 2F: 3 clusters Score -1136396 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1136663.750000 Penalty: 3058.199951
	Iteration 3Q: 3 clusters Score -1136664 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1136998.250000 Penalty: 3058.199951
	Iteration 4F: 3 clusters Score -1136998 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1137466.625000 Penalty: 3058.199951
	Iteration 5F: 3 clusters Score -1137467 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1138124.625000 Penalty: 3058.199951
	Iteration 6F: 3 clusters Score -1138125 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1138913.250000 Penalty: 3058.199951
	Iteration 7F: 3 clusters Score -1138913 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1139662.250000 Penalty: 3058.199951
	Iteration 8F: 3 clusters Score -1139662 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1140230.875000 Penalty: 3058.199951
	Iteration 9Q: 3 clusters Score -1140231 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1140582.500000 Penalty: 3058.199951
	Iteration 10Q: 3 clusters Score -1140582 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1140804.375000 Penalty: 3058.199951
	Iteration 11Q: 3 clusters Score -1140804 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1140910.750000 Penalty: 3058.199951
	Iteration 12Q: 3 clusters Score -1140911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1140959.625000 Penalty: 3058.199951
	Iteration 13Q: 3 clusters Score -1140960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1140990.625000 Penalty: 3058.199951
	Iteration 14Q: 3 clusters Score -1140991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1141003.500000 Penalty: 3058.199951
	Iteration 15Q: 3 clusters Score -1141004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1141009.375000 Penalty: 3058.199951
	Iteration 16Q: 3 clusters Score -1141009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1141010.625000 Penalty: 3058.199951
	Iteration 17Q: 3 clusters Score -1141011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1141015.375000 Penalty: 3058.199951
	Iteration 18Q: 3 clusters Score -1141015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1141018.750000 Penalty: 3058.199951
	Iteration 19Q: 3 clusters Score -1141019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1141018.750000 Penalty: 3058.199951
	Iteration 20F: 3 clusters Score -1141019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1141020.875000 Penalty: 3058.199951
	Iteration 21Q: 3 clusters Score -1141021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1141020.875000 Penalty: 3058.199951
	Iteration 22F: 3 clusters Score -1141021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Entering Unmasked Estep 
Score: -5619379.000000 Penalty: 1788.133545
	Iteration 0F: 2 clusters Score -5619379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -5579191.000000 Penalty: 3576.267090
	Iteration 0F: 3 clusters Score -5579191 nChanged 28260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -5595452.000000 Penalty: 3576.267090
	Iteration 1F: 3 clusters Score -5595452 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -5596075.500000 Penalty: 3576.267090
	Iteration 2Q: 3 clusters Score -5596076 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -5596975.500000 Penalty: 3576.267090
	Iteration 3Q: 3 clusters Score -5596976 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -5598384.000000 Penalty: 3576.267090
	Iteration 4Q: 3 clusters Score -5598384 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -5600392.000000 Penalty: 3576.267090
	Iteration 5F: 3 clusters Score -5600392 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5603008.000000 Penalty: 3576.267090
	Iteration 6F: 3 clusters Score -5603008 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5605924.000000 Penalty: 3576.267090
	Iteration 7F: 3 clusters Score -5605924 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -5608974.500000 Penalty: 3576.267090
	Iteration 8F: 3 clusters Score -5608974 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -5611899.000000 Penalty: 3576.267090
	Iteration 9F: 3 clusters Score -5611899 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -5614155.000000 Penalty: 3576.267090
	Iteration 10Q: 3 clusters Score -5614155 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -5615530.500000 Penalty: 3576.267090
	Iteration 11Q: 3 clusters Score -5615530 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -5616355.500000 Penalty: 3576.267090
	Iteration 12Q: 3 clusters Score -5616356 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -5616840.500000 Penalty: 3576.267090
	Iteration 13Q: 3 clusters Score -5616840 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -5617153.500000 Penalty: 3576.267090
	Iteration 14Q: 3 clusters Score -5617154 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -5617381.500000 Penalty: 3576.267090
	Iteration 15Q: 3 clusters Score -5617382 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -5617548.500000 Penalty: 3576.267090
	Iteration 16Q: 3 clusters Score -5617548 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -5617660.000000 Penalty: 3576.267090
	Iteration 17Q: 3 clusters Score -5617660 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -5617745.500000 Penalty: 3576.267090
	Iteration 18Q: 3 clusters Score -5617746 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -5617830.000000 Penalty: 3576.267090
	Iteration 19Q: 3 clusters Score -5617830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -5617882.500000 Penalty: 3576.267090
	Iteration 20F: 3 clusters Score -5617882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -5617909.000000 Penalty: 3576.267090
	Iteration 21Q: 3 clusters Score -5617909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -5617928.500000 Penalty: 3576.267090
	Iteration 22Q: 3 clusters Score -5617928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -5617947.500000 Penalty: 3576.267090
	Iteration 23Q: 3 clusters Score -5617948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -5617964.500000 Penalty: 3576.267090
	Iteration 24Q: 3 clusters Score -5617964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -5617978.000000 Penalty: 3576.267090
	Iteration 25Q: 3 clusters Score -5617978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -5618005.500000 Penalty: 3576.267090
	Iteration 26Q: 3 clusters Score -5618006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -5618006.500000 Penalty: 3576.267090
	Iteration 27Q: 3 clusters Score -5618006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -5618010.500000 Penalty: 3576.267090
	Iteration 28Q: 3 clusters Score -5618010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -5618013.500000 Penalty: 3576.267090
	Iteration 29Q: 3 clusters Score -5618014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -5618021.000000 Penalty: 3576.267090
	Iteration 30Q: 3 clusters Score -5618021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -5618025.000000 Penalty: 3576.267090
	Iteration 31Q: 3 clusters Score -5618025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -5618035.000000 Penalty: 3576.267090
	Iteration 32Q: 3 clusters Score -5618035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -5618031.500000 Penalty: 3576.267090
	Iteration 33Q: 3 clusters Score -5618032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -5618033.500000 Penalty: 3576.267090
	Iteration 34Q: 3 clusters Score -5618034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -5618033.500000 Penalty: 3576.267090
	Iteration 35F: 3 clusters Score -5618034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Entering Unmasked Estep 
Score: -2801044.000000 Penalty: 1674.520874
	Iteration 0F: 2 clusters Score -2801044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2780895.250000 Penalty: 3349.041748
	Iteration 0F: 3 clusters Score -2780895 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2788607.250000 Penalty: 3349.041748
	Iteration 1F: 3 clusters Score -2788607 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2788891.250000 Penalty: 3349.041748
	Iteration 2Q: 3 clusters Score -2788891 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2789148.000000 Penalty: 3349.041748
	Iteration 3Q: 3 clusters Score -2789148 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2789381.500000 Penalty: 3349.041748
	Iteration 4Q: 3 clusters Score -2789382 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2789601.250000 Penalty: 3349.041748
	Iteration 5Q: 3 clusters Score -2789601 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2789860.250000 Penalty: 3349.041748
	Iteration 6Q: 3 clusters Score -2789860 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2790148.750000 Penalty: 3349.041748
	Iteration 7Q: 3 clusters Score -2790149 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2790528.250000 Penalty: 3349.041748
	Iteration 8Q: 3 clusters Score -2790528 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2791089.250000 Penalty: 3349.041748
	Iteration 9Q: 3 clusters Score -2791089 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2791900.000000 Penalty: 3349.041748
	Iteration 10Q: 3 clusters Score -2791900 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2792956.500000 Penalty: 3349.041748
	Iteration 11F: 3 clusters Score -2792956 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2794160.000000 Penalty: 3349.041748
	Iteration 12F: 3 clusters Score -2794160 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2795083.500000 Penalty: 3349.041748
	Iteration 13F: 3 clusters Score -2795084 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2795554.750000 Penalty: 3349.041748
	Iteration 14Q: 3 clusters Score -2795555 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2795784.750000 Penalty: 3349.041748
	Iteration 15Q: 3 clusters Score -2795785 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2795890.250000 Penalty: 3349.041748
	Iteration 16Q: 3 clusters Score -2795890 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2795964.000000 Penalty: 3349.041748
	Iteration 17Q: 3 clusters Score -2795964 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2796048.500000 Penalty: 3349.041748
	Iteration 18Q: 3 clusters Score -2796048 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2796125.500000 Penalty: 3349.041748
	Iteration 19Q: 3 clusters Score -2796126 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2796199.750000 Penalty: 3349.041748
	Iteration 20F: 3 clusters Score -2796200 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2796277.000000 Penalty: 3349.041748
	Iteration 21Q: 3 clusters Score -2796277 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2796334.500000 Penalty: 3349.041748
	Iteration 22Q: 3 clusters Score -2796334 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2796388.250000 Penalty: 3349.041748
	Iteration 23Q: 3 clusters Score -2796388 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2796441.000000 Penalty: 3349.041748
	Iteration 24Q: 3 clusters Score -2796441 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2796485.500000 Penalty: 3349.041748
	Iteration 25Q: 3 clusters Score -2796486 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2796520.750000 Penalty: 3349.041748
	Iteration 26Q: 3 clusters Score -2796521 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2796554.750000 Penalty: 3349.041748
	Iteration 27Q: 3 clusters Score -2796555 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2796579.250000 Penalty: 3349.041748
	Iteration 28Q: 3 clusters Score -2796579 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2796598.250000 Penalty: 3349.041748
	Iteration 29Q: 3 clusters Score -2796598 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2796627.750000 Penalty: 3349.041748
	Iteration 30Q: 3 clusters Score -2796628 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2796656.250000 Penalty: 3349.041748
	Iteration 31Q: 3 clusters Score -2796656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2796676.000000 Penalty: 3349.041748
	Iteration 32Q: 3 clusters Score -2796676 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2796702.000000 Penalty: 3349.041748
	Iteration 33Q: 3 clusters Score -2796702 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2796712.750000 Penalty: 3349.041748
	Iteration 34Q: 3 clusters Score -2796713 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2796745.250000 Penalty: 3349.041748
	Iteration 35Q: 3 clusters Score -2796745 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2796782.750000 Penalty: 3349.041748
	Iteration 36Q: 3 clusters Score -2796783 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2796808.750000 Penalty: 3349.041748
	Iteration 37Q: 3 clusters Score -2796809 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2796823.500000 Penalty: 3349.041748
	Iteration 38Q: 3 clusters Score -2796824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2796834.750000 Penalty: 3349.041748
	Iteration 39Q: 3 clusters Score -2796835 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2796851.750000 Penalty: 3349.041748
	Iteration 40F: 3 clusters Score -2796852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2796868.500000 Penalty: 3349.041748
	Iteration 41Q: 3 clusters Score -2796868 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2796891.000000 Penalty: 3349.041748
	Iteration 42Q: 3 clusters Score -2796891 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2796918.000000 Penalty: 3349.041748
	Iteration 43Q: 3 clusters Score -2796918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2796930.500000 Penalty: 3349.041748
	Iteration 44Q: 3 clusters Score -2796930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2796941.250000 Penalty: 3349.041748
	Iteration 45Q: 3 clusters Score -2796941 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2796973.250000 Penalty: 3349.041748
	Iteration 46Q: 3 clusters Score -2796973 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2796995.000000 Penalty: 3349.041748
	Iteration 47Q: 3 clusters Score -2796995 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2797014.750000 Penalty: 3349.041748
	Iteration 48Q: 3 clusters Score -2797015 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2797028.250000 Penalty: 3349.041748
	Iteration 49Q: 3 clusters Score -2797028 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2797052.000000 Penalty: 3349.041748
	Iteration 50Q: 3 clusters Score -2797052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2797082.250000 Penalty: 3349.041748
	Iteration 51Q: 3 clusters Score -2797082 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2797115.500000 Penalty: 3349.041748
	Iteration 52Q: 3 clusters Score -2797116 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2797124.000000 Penalty: 3349.041748
	Iteration 53Q: 3 clusters Score -2797124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2797144.000000 Penalty: 3349.041748
	Iteration 54Q: 3 clusters Score -2797144 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2797167.000000 Penalty: 3349.041748
	Iteration 55Q: 3 clusters Score -2797167 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2797188.250000 Penalty: 3349.041748
	Iteration 56Q: 3 clusters Score -2797188 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2797232.500000 Penalty: 3349.041748
	Iteration 57Q: 3 clusters Score -2797232 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2797281.750000 Penalty: 3349.041748
	Iteration 58Q: 3 clusters Score -2797282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2797318.750000 Penalty: 3349.041748
	Iteration 59Q: 3 clusters Score -2797319 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2797348.250000 Penalty: 3349.041748
	Iteration 60F: 3 clusters Score -2797348 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2797399.750000 Penalty: 3349.041748
	Iteration 61Q: 3 clusters Score -2797400 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2797430.000000 Penalty: 3349.041748
	Iteration 62Q: 3 clusters Score -2797430 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2797478.250000 Penalty: 3349.041748
	Iteration 63Q: 3 clusters Score -2797478 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2797539.500000 Penalty: 3349.041748
	Iteration 64Q: 3 clusters Score -2797540 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2797573.500000 Penalty: 3349.041748
	Iteration 65Q: 3 clusters Score -2797574 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2797628.500000 Penalty: 3349.041748
	Iteration 66Q: 3 clusters Score -2797628 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2797695.750000 Penalty: 3349.041748
	Iteration 67Q: 3 clusters Score -2797696 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2797758.500000 Penalty: 3349.041748
	Iteration 68Q: 3 clusters Score -2797758 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2797808.500000 Penalty: 3349.041748
	Iteration 69Q: 3 clusters Score -2797808 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2797882.000000 Penalty: 3349.041748
	Iteration 70Q: 3 clusters Score -2797882 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2797945.000000 Penalty: 3349.041748
	Iteration 71Q: 3 clusters Score -2797945 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2797995.000000 Penalty: 3349.041748
	Iteration 72Q: 3 clusters Score -2797995 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2798054.250000 Penalty: 3349.041748
	Iteration 73Q: 3 clusters Score -2798054 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2798140.000000 Penalty: 3349.041748
	Iteration 74Q: 3 clusters Score -2798140 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2798209.250000 Penalty: 3349.041748
	Iteration 75Q: 3 clusters Score -2798209 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2798302.000000 Penalty: 3349.041748
	Iteration 76Q: 3 clusters Score -2798302 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2798399.500000 Penalty: 3349.041748
	Iteration 77Q: 3 clusters Score -2798400 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2798499.250000 Penalty: 3349.041748
	Iteration 78Q: 3 clusters Score -2798499 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2798603.000000 Penalty: 3349.041748
	Iteration 79Q: 3 clusters Score -2798603 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2798740.250000 Penalty: 3349.041748
	Iteration 80F: 3 clusters Score -2798740 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2798839.250000 Penalty: 3349.041748
	Iteration 81Q: 3 clusters Score -2798839 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2798946.500000 Penalty: 3349.041748
	Iteration 82Q: 3 clusters Score -2798946 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2799037.750000 Penalty: 3349.041748
	Iteration 83Q: 3 clusters Score -2799038 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2799158.500000 Penalty: 3349.041748
	Iteration 84Q: 3 clusters Score -2799158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2799245.250000 Penalty: 3349.041748
	Iteration 85Q: 3 clusters Score -2799245 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2799324.750000 Penalty: 3349.041748
	Iteration 86Q: 3 clusters Score -2799325 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2799390.500000 Penalty: 3349.041748
	Iteration 87Q: 3 clusters Score -2799390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2799441.250000 Penalty: 3349.041748
	Iteration 88Q: 3 clusters Score -2799441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2799483.500000 Penalty: 3349.041748
	Iteration 89Q: 3 clusters Score -2799484 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2799542.000000 Penalty: 3349.041748
	Iteration 90Q: 3 clusters Score -2799542 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2799595.500000 Penalty: 3349.041748
	Iteration 91Q: 3 clusters Score -2799596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2799650.750000 Penalty: 3349.041748
	Iteration 92Q: 3 clusters Score -2799651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2799675.000000 Penalty: 3349.041748
	Iteration 93Q: 3 clusters Score -2799675 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2799714.000000 Penalty: 3349.041748
	Iteration 94Q: 3 clusters Score -2799714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2799734.250000 Penalty: 3349.041748
	Iteration 95Q: 3 clusters Score -2799734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2799754.000000 Penalty: 3349.041748
	Iteration 96Q: 3 clusters Score -2799754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2799778.000000 Penalty: 3349.041748
	Iteration 97Q: 3 clusters Score -2799778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2799789.500000 Penalty: 3349.041748
	Iteration 98Q: 3 clusters Score -2799790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2799790.250000 Penalty: 3349.041748
	Iteration 99Q: 3 clusters Score -2799790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2799792.500000 Penalty: 3349.041748
	Iteration 100F: 3 clusters Score -2799792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2799803.500000 Penalty: 3349.041748
	Iteration 101Q: 3 clusters Score -2799804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2799798.500000 Penalty: 3349.041748
	Iteration 102Q: 3 clusters Score -2799798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2799804.500000 Penalty: 3349.041748
	Iteration 103Q: 3 clusters Score -2799804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2799811.500000 Penalty: 3349.041748
	Iteration 104Q: 3 clusters Score -2799812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2799817.250000 Penalty: 3349.041748
	Iteration 105Q: 3 clusters Score -2799817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2799822.250000 Penalty: 3349.041748
	Iteration 106Q: 3 clusters Score -2799822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2799824.500000 Penalty: 3349.041748
	Iteration 107Q: 3 clusters Score -2799824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2799826.250000 Penalty: 3349.041748
	Iteration 108Q: 3 clusters Score -2799826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2799823.500000 Penalty: 3349.041748
	Iteration 109Q: 3 clusters Score -2799824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2799827.000000 Penalty: 3349.041748
	Iteration 110Q: 3 clusters Score -2799827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2799827.500000 Penalty: 3349.041748
	Iteration 111Q: 3 clusters Score -2799828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2799828.750000 Penalty: 3349.041748
	Iteration 112Q: 3 clusters Score -2799829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2799828.500000 Penalty: 3349.041748
	Iteration 113Q: 3 clusters Score -2799828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2799828.750000 Penalty: 3349.041748
	Iteration 114Q: 3 clusters Score -2799829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2799828.750000 Penalty: 3349.041748
	Iteration 115F: 3 clusters Score -2799829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -548022.125000 Penalty: 1419.104248
	Iteration 0F: 2 clusters Score -548022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -543326.437500 Penalty: 2838.208496
	Iteration 0F: 3 clusters Score -543326.4 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -544694.812500 Penalty: 2838.208496
	Iteration 1F: 3 clusters Score -544694.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -544897.875000 Penalty: 2838.208496
	Iteration 2F: 3 clusters Score -544897.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -545046.125000 Penalty: 2838.208496
	Iteration 3F: 3 clusters Score -545046.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -545185.562500 Penalty: 2838.208496
	Iteration 4Q: 3 clusters Score -545185.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -545358.562500 Penalty: 2838.208496
	Iteration 5Q: 3 clusters Score -545358.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -545573.000000 Penalty: 2838.208496
	Iteration 6Q: 3 clusters Score -545573 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -545813.750000 Penalty: 2838.208496
	Iteration 7Q: 3 clusters Score -545813.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -546095.812500 Penalty: 2838.208496
	Iteration 8F: 3 clusters Score -546095.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -546350.937500 Penalty: 2838.208496
	Iteration 9Q: 3 clusters Score -546350.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -546570.750000 Penalty: 2838.208496
	Iteration 10Q: 3 clusters Score -546570.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -546756.625000 Penalty: 2838.208496
	Iteration 11Q: 3 clusters Score -546756.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -546919.875000 Penalty: 2838.208496
	Iteration 12Q: 3 clusters Score -546919.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -547013.687500 Penalty: 2838.208496
	Iteration 13Q: 3 clusters Score -547013.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -547041.062500 Penalty: 2838.208496
	Iteration 14Q: 3 clusters Score -547041.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -547054.000000 Penalty: 2838.208496
	Iteration 15Q: 3 clusters Score -547054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -547059.625000 Penalty: 2838.208496
	Iteration 16Q: 3 clusters Score -547059.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -547062.187500 Penalty: 2838.208496
	Iteration 17Q: 3 clusters Score -547062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -547064.000000 Penalty: 2838.208496
	Iteration 18Q: 3 clusters Score -547064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -547064.562500 Penalty: 2838.208496
	Iteration 19Q: 3 clusters Score -547064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -547065.000000 Penalty: 2838.208496
	Iteration 20F: 3 clusters Score -547065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -547066.375000 Penalty: 2838.208496
	Iteration 21Q: 3 clusters Score -547066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -547066.937500 Penalty: 2838.208496
	Iteration 22Q: 3 clusters Score -547066.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -547068.937500 Penalty: 2838.208496
	Iteration 23Q: 3 clusters Score -547068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -547069.812500 Penalty: 2838.208496
	Iteration 24Q: 3 clusters Score -547069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -547068.875000 Penalty: 2838.208496
	Iteration 25Q: 3 clusters Score -547068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -547069.312500 Penalty: 2838.208496
	Iteration 26Q: 3 clusters Score -547069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -547070.187500 Penalty: 2838.208496
	Iteration 27Q: 3 clusters Score -547070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -547070.562500 Penalty: 2838.208496
	Iteration 28Q: 3 clusters Score -547070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -547070.437500 Penalty: 2838.208496
	Iteration 29Q: 3 clusters Score -547070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -547070.500000 Penalty: 2838.208496
	Iteration 30Q: 3 clusters Score -547070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -547070.500000 Penalty: 2838.208496
	Iteration 31F: 3 clusters Score -547070.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Entering Unmasked Estep 
Score: -2034184.500000 Penalty: 1628.608032
	Iteration 0F: 2 clusters Score -2034184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2018856.000000 Penalty: 3257.216064
	Iteration 0F: 3 clusters Score -2018856 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2024252.750000 Penalty: 3257.216064
	Iteration 1F: 3 clusters Score -2024253 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2024529.875000 Penalty: 3257.216064
	Iteration 2Q: 3 clusters Score -2024530 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2024780.000000 Penalty: 3257.216064
	Iteration 3Q: 3 clusters Score -2024780 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2025054.125000 Penalty: 3257.216064
	Iteration 4Q: 3 clusters Score -2025054 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2025290.375000 Penalty: 3257.216064
	Iteration 5Q: 3 clusters Score -2025290 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2025545.625000 Penalty: 3257.216064
	Iteration 6Q: 3 clusters Score -2025546 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2025837.250000 Penalty: 3257.216064
	Iteration 7Q: 3 clusters Score -2025837 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2026150.875000 Penalty: 3257.216064
	Iteration 8Q: 3 clusters Score -2026151 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2026504.125000 Penalty: 3257.216064
	Iteration 9Q: 3 clusters Score -2026504 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2026928.500000 Penalty: 3257.216064
	Iteration 10Q: 3 clusters Score -2026928 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2027419.000000 Penalty: 3257.216064
	Iteration 11Q: 3 clusters Score -2027419 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2028020.875000 Penalty: 3257.216064
	Iteration 12Q: 3 clusters Score -2028021 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2028621.125000 Penalty: 3257.216064
	Iteration 13Q: 3 clusters Score -2028621 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2029098.375000 Penalty: 3257.216064
	Iteration 14Q: 3 clusters Score -2029098 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2029420.375000 Penalty: 3257.216064
	Iteration 15Q: 3 clusters Score -2029420 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2029609.750000 Penalty: 3257.216064
	Iteration 16Q: 3 clusters Score -2029610 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2029791.750000 Penalty: 3257.216064
	Iteration 17Q: 3 clusters Score -2029792 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2029938.250000 Penalty: 3257.216064
	Iteration 18Q: 3 clusters Score -2029938 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2030108.125000 Penalty: 3257.216064
	Iteration 19Q: 3 clusters Score -2030108 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2030278.375000 Penalty: 3257.216064
	Iteration 20F: 3 clusters Score -2030278 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2030446.125000 Penalty: 3257.216064
	Iteration 21Q: 3 clusters Score -2030446 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2030639.500000 Penalty: 3257.216064
	Iteration 22Q: 3 clusters Score -2030640 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2030838.500000 Penalty: 3257.216064
	Iteration 23Q: 3 clusters Score -2030838 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2031066.375000 Penalty: 3257.216064
	Iteration 24Q: 3 clusters Score -2031066 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2031284.625000 Penalty: 3257.216064
	Iteration 25Q: 3 clusters Score -2031285 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2031511.125000 Penalty: 3257.216064
	Iteration 26Q: 3 clusters Score -2031511 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2031735.625000 Penalty: 3257.216064
	Iteration 27Q: 3 clusters Score -2031736 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2031932.125000 Penalty: 3257.216064
	Iteration 28Q: 3 clusters Score -2031932 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2032086.625000 Penalty: 3257.216064
	Iteration 29Q: 3 clusters Score -2032087 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2032225.625000 Penalty: 3257.216064
	Iteration 30Q: 3 clusters Score -2032226 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2032339.875000 Penalty: 3257.216064
	Iteration 31Q: 3 clusters Score -2032340 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2032428.000000 Penalty: 3257.216064
	Iteration 32Q: 3 clusters Score -2032428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2032500.250000 Penalty: 3257.216064
	Iteration 33Q: 3 clusters Score -2032500 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2032557.250000 Penalty: 3257.216064
	Iteration 34Q: 3 clusters Score -2032557 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2032607.625000 Penalty: 3257.216064
	Iteration 35Q: 3 clusters Score -2032608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2032642.625000 Penalty: 3257.216064
	Iteration 36Q: 3 clusters Score -2032643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2032664.625000 Penalty: 3257.216064
	Iteration 37Q: 3 clusters Score -2032665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2032686.375000 Penalty: 3257.216064
	Iteration 38Q: 3 clusters Score -2032686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2032707.875000 Penalty: 3257.216064
	Iteration 39Q: 3 clusters Score -2032708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2032731.750000 Penalty: 3257.216064
	Iteration 40F: 3 clusters Score -2032732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2032738.500000 Penalty: 3257.216064
	Iteration 41Q: 3 clusters Score -2032738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2032742.625000 Penalty: 3257.216064
	Iteration 42Q: 3 clusters Score -2032743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2032745.375000 Penalty: 3257.216064
	Iteration 43Q: 3 clusters Score -2032745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2032747.750000 Penalty: 3257.216064
	Iteration 44Q: 3 clusters Score -2032748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2032758.375000 Penalty: 3257.216064
	Iteration 45Q: 3 clusters Score -2032758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2032765.500000 Penalty: 3257.216064
	Iteration 46Q: 3 clusters Score -2032766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2032768.500000 Penalty: 3257.216064
	Iteration 47Q: 3 clusters Score -2032768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2032774.750000 Penalty: 3257.216064
	Iteration 48Q: 3 clusters Score -2032775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2032775.375000 Penalty: 3257.216064
	Iteration 49Q: 3 clusters Score -2032775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2032777.500000 Penalty: 3257.216064
	Iteration 50Q: 3 clusters Score -2032778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2032778.375000 Penalty: 3257.216064
	Iteration 51Q: 3 clusters Score -2032778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2032779.375000 Penalty: 3257.216064
	Iteration 52Q: 3 clusters Score -2032779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2032781.625000 Penalty: 3257.216064
	Iteration 53Q: 3 clusters Score -2032782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2032782.125000 Penalty: 3257.216064
	Iteration 54Q: 3 clusters Score -2032782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2032784.250000 Penalty: 3257.216064
	Iteration 55Q: 3 clusters Score -2032784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2032784.250000 Penalty: 3257.216064
	Iteration 56F: 3 clusters Score -2032784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (314979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314979 members 
Entering Unmasked Estep 
Score: -28821974.000000 Penalty: 2057.292480
	Iteration 0F: 2 clusters Score -2.882197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -28617372.000000 Penalty: 4114.584961
	Iteration 0F: 3 clusters Score -2.861737e+07 nChanged 153680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -28709084.000000 Penalty: 4114.584961
	Iteration 1F: 3 clusters Score -2.870908e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -28710296.000000 Penalty: 4114.584961
	Iteration 2Q: 3 clusters Score -2.87103e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 166501 members 
Entering Unmasked Estep 
Score: -28711872.000000 Penalty: 4114.584961
	Iteration 3Q: 3 clusters Score -2.871187e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 171860 members 
Entering Unmasked Estep 
Score: -28714474.000000 Penalty: 4114.584961
	Iteration 4Q: 3 clusters Score -2.871447e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134959 members 
Mstep: Class 2 contains 180020 members 
Entering Unmasked Estep 
Score: -28719172.000000 Penalty: 4114.584961
	Iteration 5Q: 3 clusters Score -2.871917e+07 nChanged 15209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123372 members 
Mstep: Class 2 contains 191607 members 
Entering Unmasked Estep 
Score: -28727568.000000 Penalty: 4114.584961
	Iteration 6Q: 3 clusters Score -2.872757e+07 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 206324 members 
Entering Unmasked Estep 
Score: -28740466.000000 Penalty: 4114.584961
	Iteration 7F: 3 clusters Score -2.874047e+07 nChanged 20629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 221881 members 
Entering Unmasked Estep 
Score: -28756258.000000 Penalty: 4114.584961
	Iteration 8F: 3 clusters Score -2.875626e+07 nChanged 19529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 234498 members 
Entering Unmasked Estep 
Score: -28770842.000000 Penalty: 4114.584961
	Iteration 9F: 3 clusters Score -2.877084e+07 nChanged 15967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 242875 members 
Entering Unmasked Estep 
Score: -28780452.000000 Penalty: 4114.584961
	Iteration 10F: 3 clusters Score -2.878045e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 248357 members 
Entering Unmasked Estep 
Score: -28785416.000000 Penalty: 4114.584961
	Iteration 11Q: 3 clusters Score -2.878542e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 252874 members 
Entering Unmasked Estep 
Score: -28788186.000000 Penalty: 4114.584961
	Iteration 12Q: 3 clusters Score -2.878819e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 257274 members 
Entering Unmasked Estep 
Score: -28790012.000000 Penalty: 4114.584961
	Iteration 13Q: 3 clusters Score -2.879001e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 261820 members 
Entering Unmasked Estep 
Score: -28791980.000000 Penalty: 4114.584961
	Iteration 14Q: 3 clusters Score -2.879198e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 266396 members 
Entering Unmasked Estep 
Score: -28794084.000000 Penalty: 4114.584961
	Iteration 15Q: 3 clusters Score -2.879408e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 271084 members 
Entering Unmasked Estep 
Score: -28796326.000000 Penalty: 4114.584961
	Iteration 16Q: 3 clusters Score -2.879633e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 275762 members 
Entering Unmasked Estep 
Score: -28798694.000000 Penalty: 4114.584961
	Iteration 17Q: 3 clusters Score -2.879869e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 280451 members 
Entering Unmasked Estep 
Score: -28801146.000000 Penalty: 4114.584961
	Iteration 18Q: 3 clusters Score -2.880115e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 284931 members 
Entering Unmasked Estep 
Score: -28803682.000000 Penalty: 4114.584961
	Iteration 19Q: 3 clusters Score -2.880368e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 289352 members 
Entering Unmasked Estep 
Score: -28807114.000000 Penalty: 4114.584961
	Iteration 20F: 3 clusters Score -2.880711e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 293840 members 
Entering Unmasked Estep 
Score: -28810202.000000 Penalty: 4114.584961
	Iteration 21Q: 3 clusters Score -2.88102e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 298266 members 
Entering Unmasked Estep 
Score: -28812830.000000 Penalty: 4114.584961
	Iteration 22Q: 3 clusters Score -2.881283e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 302392 members 
Entering Unmasked Estep 
Score: -28814688.000000 Penalty: 4114.584961
	Iteration 23Q: 3 clusters Score -2.881469e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 306116 members 
Entering Unmasked Estep 
Score: -28816474.000000 Penalty: 4114.584961
	Iteration 24Q: 3 clusters Score -2.881647e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 309311 members 
Entering Unmasked Estep 
Score: -28818120.000000 Penalty: 4114.584961
	Iteration 25Q: 3 clusters Score -2.881812e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 311663 members 
Entering Unmasked Estep 
Score: -28819066.000000 Penalty: 4114.584961
	Iteration 26Q: 3 clusters Score -2.881907e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 313225 members 
Entering Unmasked Estep 
Score: -28819624.000000 Penalty: 4114.584961
	Iteration 27Q: 3 clusters Score -2.881962e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 314044 members 
Entering Unmasked Estep 
Score: -28820030.000000 Penalty: 4114.584961
	Iteration 28Q: 3 clusters Score -2.882003e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 314401 members 
Entering Unmasked Estep 
Score: -28820096.000000 Penalty: 4114.584961
	Iteration 29Q: 3 clusters Score -2.88201e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 314552 members 
Entering Unmasked Estep 
Score: -28820142.000000 Penalty: 4114.584961
	Iteration 30Q: 3 clusters Score -2.882014e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 314616 members 
Entering Unmasked Estep 
Score: -28820178.000000 Penalty: 4114.584961
	Iteration 31Q: 3 clusters Score -2.882018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 314647 members 
Entering Unmasked Estep 
Score: -28820202.000000 Penalty: 4114.584961
	Iteration 32Q: 3 clusters Score -2.88202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 314665 members 
Entering Unmasked Estep 
Score: -28820218.000000 Penalty: 4114.584961
	Iteration 33Q: 3 clusters Score -2.882022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 314679 members 
Entering Unmasked Estep 
Score: -28820234.000000 Penalty: 4114.584961
	Iteration 34Q: 3 clusters Score -2.882023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314691 members 
Entering Unmasked Estep 
Score: -28820236.000000 Penalty: 4114.584961
	Iteration 35Q: 3 clusters Score -2.882024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 314700 members 
Entering Unmasked Estep 
Score: -28820248.000000 Penalty: 4114.584961
	Iteration 36Q: 3 clusters Score -2.882025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314709 members 
Entering Unmasked Estep 
Score: -28820268.000000 Penalty: 4114.584961
	Iteration 37Q: 3 clusters Score -2.882027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 314714 members 
Entering Unmasked Estep 
Score: -28820260.000000 Penalty: 4114.584961
	Iteration 38Q: 3 clusters Score -2.882026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314716 members 
Entering Unmasked Estep 
Score: -28820278.000000 Penalty: 4114.584961
	Iteration 39Q: 3 clusters Score -2.882028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 314718 members 
Entering Unmasked Estep 
Score: -28820274.000000 Penalty: 4114.584961
	Iteration 40F: 3 clusters Score -2.882027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314717 members 
Entering Unmasked Estep 
Score: -28820294.000000 Penalty: 4114.584961
	Iteration 41Q: 3 clusters Score -2.882029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314717 members 
Entering Unmasked Estep 
Score: -28820300.000000 Penalty: 4114.584961
	Iteration 42Q: 3 clusters Score -2.88203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 314718 members 
Entering Unmasked Estep 
Score: -28820304.000000 Penalty: 4114.584961
	Iteration 43Q: 3 clusters Score -2.88203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 314719 members 
Entering Unmasked Estep 
Score: -28820316.000000 Penalty: 4114.584961
	Iteration 44Q: 3 clusters Score -2.882032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 314719 members 
Entering Unmasked Estep 
Score: -28820304.000000 Penalty: 4114.584961
	Iteration 45Q: 3 clusters Score -2.88203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314720 members 
Entering Unmasked Estep 
Score: -28820312.000000 Penalty: 4114.584961
	Iteration 46Q: 3 clusters Score -2.882031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 314723 members 
Entering Unmasked Estep 
Score: -28820300.000000 Penalty: 4114.584961
	Iteration 47Q: 3 clusters Score -2.88203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 314725 members 
Entering Unmasked Estep 
Score: -28820302.000000 Penalty: 4114.584961
	Iteration 48Q: 3 clusters Score -2.88203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 314727 members 
Entering Unmasked Estep 
Score: -28820308.000000 Penalty: 4114.584961
	Iteration 49Q: 3 clusters Score -2.882031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 314728 members 
Entering Unmasked Estep 
Score: -28820312.000000 Penalty: 4114.584961
	Iteration 50Q: 3 clusters Score -2.882031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 314728 members 
Entering Unmasked Estep 
Score: -28820312.000000 Penalty: 4114.584961
	Iteration 51Q: 3 clusters Score -2.882031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 314730 members 
Entering Unmasked Estep 
Score: -28820310.000000 Penalty: 4114.584961
	Iteration 52Q: 3 clusters Score -2.882031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 314732 members 
Entering Unmasked Estep 
Score: -28820304.000000 Penalty: 4114.584961
	Iteration 53Q: 3 clusters Score -2.88203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 314733 members 
Entering Unmasked Estep 
Score: -28820298.000000 Penalty: 4114.584961
	Iteration 54Q: 3 clusters Score -2.88203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 314734 members 
Entering Unmasked Estep 
Score: -28820322.000000 Penalty: 4114.584961
	Iteration 55Q: 3 clusters Score -2.882032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 314735 members 
Entering Unmasked Estep 
Score: -28820312.000000 Penalty: 4114.584961
	Iteration 56Q: 3 clusters Score -2.882031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 314736 members 
Entering Unmasked Estep 
Score: -28820314.000000 Penalty: 4114.584961
	Iteration 57Q: 3 clusters Score -2.882031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 314738 members 
Entering Unmasked Estep 
Score: -28820310.000000 Penalty: 4114.584961
	Iteration 58Q: 3 clusters Score -2.882031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 314740 members 
Entering Unmasked Estep 
Score: -28820324.000000 Penalty: 4114.584961
	Iteration 59Q: 3 clusters Score -2.882032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 314741 members 
Entering Unmasked Estep 
Score: -28820324.000000 Penalty: 4114.584961
	Iteration 60F: 3 clusters Score -2.882032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 314742 members 
Entering Unmasked Estep 
Score: -28820318.000000 Penalty: 4114.584961
	Iteration 61Q: 3 clusters Score -2.882032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 314744 members 
Entering Unmasked Estep 
Score: -28820312.000000 Penalty: 4114.584961
	Iteration 62Q: 3 clusters Score -2.882031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 314744 members 
Entering Unmasked Estep 
Score: -28820312.000000 Penalty: 4114.584961
	Iteration 63F: 3 clusters Score -2.882031e+07 nChanged 0
--- Evaluating fit on full set of 1807784 points ---
Entering Unmasked Estep 
Score: -164286240.000000 Penalty: 30436.082031
20->14 Clusters: Score -164286240.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 602594 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 30060 members 
Mstep: Class 3 contains 30130 members 
Mstep: Class 4 contains 30190 members 
Mstep: Class 5 contains 30213 members 
Mstep: Class 6 contains 29992 members 
Mstep: Class 7 contains 30064 members 
Mstep: Class 8 contains 30096 members 
Mstep: Class 9 contains 30015 members 
Mstep: Class 10 contains 30402 members 
Mstep: Class 11 contains 30489 members 
Mstep: Class 12 contains 30094 members 
Mstep: Class 13 contains 30155 members 
Mstep: Class 14 contains 30203 members 
Mstep: Class 15 contains 30130 members 
Mstep: Class 16 contains 30199 members 
Mstep: Class 17 contains 29966 members 
Mstep: Class 18 contains 29903 members 
Mstep: Class 19 contains 30284 members 
Mstep: Class 20 contains 29894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 786.602539 but Gain 2162.710938
Score: -52514568.000000 Penalty: 41091.535156
Iteration 0F: 20 clusters Score -5.251457e+07 nChanged 567008
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 23632 members 
Mstep: Class 3 contains 25944 members 
Mstep: Class 5 contains 33944 members 
Mstep: Class 6 contains 28533 members 
Mstep: Class 7 contains 24825 members 
Mstep: Class 8 contains 30968 members 
Mstep: Class 9 contains 37061 members 
Mstep: Class 10 contains 35945 members 
Mstep: Class 11 contains 32925 members 
Mstep: Class 12 contains 35419 members 
Mstep: Class 13 contains 28207 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 37673 members 
Mstep: Class 16 contains 32726 members 
Mstep: Class 17 contains 28726 members 
Mstep: Class 18 contains 24027 members 
Mstep: Class 19 contains 36004 members 
Mstep: Class 20 contains 25716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53770380.000000 Penalty: 41091.535156
Iteration 1F: 20 clusters Score -5.377038e+07 nChanged 143844
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 23247 members 
Mstep: Class 3 contains 24069 members 
Mstep: Class 5 contains 37759 members 
Mstep: Class 6 contains 25383 members 
Mstep: Class 7 contains 20684 members 
Mstep: Class 8 contains 28474 members 
Mstep: Class 9 contains 40891 members 
Mstep: Class 10 contains 40147 members 
Mstep: Class 11 contains 33156 members 
Mstep: Class 12 contains 34242 members 
Mstep: Class 13 contains 28681 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 44007 members 
Mstep: Class 16 contains 27059 members 
Mstep: Class 17 contains 21002 members 
Mstep: Class 18 contains 24585 members 
Mstep: Class 19 contains 39559 members 
Mstep: Class 20 contains 22435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53909108.000000 Penalty: 41091.535156
Iteration 2F: 20 clusters Score -5.390911e+07 nChanged 113927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 22851 members 
Mstep: Class 3 contains 21221 members 
Mstep: Class 5 contains 37737 members 
Mstep: Class 6 contains 23033 members 
Mstep: Class 7 contains 20170 members 
Mstep: Class 8 contains 29058 members 
Mstep: Class 9 contains 42717 members 
Mstep: Class 10 contains 43837 members 
Mstep: Class 11 contains 33974 members 
Mstep: Class 12 contains 32217 members 
Mstep: Class 13 contains 29274 members 
Mstep: Class 14 contains 56428 members 
Mstep: Class 15 contains 48389 members 
Mstep: Class 16 contains 23310 members 
Mstep: Class 17 contains 15902 members 
Mstep: Class 18 contains 25453 members 
Mstep: Class 19 contains 44640 members 
Mstep: Class 20 contains 19290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54001432.000000 Penalty: 41091.535156
Iteration 3F: 20 clusters Score -5.400143e+07 nChanged 96106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 22224 members 
Mstep: Class 3 contains 17375 members 
Mstep: Class 5 contains 34873 members 
Mstep: Class 6 contains 22025 members 
Mstep: Class 7 contains 22379 members 
Mstep: Class 8 contains 29213 members 
Mstep: Class 9 contains 43527 members 
Mstep: Class 10 contains 48059 members 
Mstep: Class 11 contains 34513 members 
Mstep: Class 12 contains 29851 members 
Mstep: Class 13 contains 29808 members 
Mstep: Class 14 contains 57126 members 
Mstep: Class 15 contains 51832 members 
Mstep: Class 16 contains 21938 members 
Mstep: Class 17 contains 13783 members 
Mstep: Class 18 contains 26866 members 
Mstep: Class 19 contains 50497 members 
Mstep: Class 20 contains 15990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54073980.000000 Penalty: 41091.535156
Iteration 4F: 20 clusters Score -5.407398e+07 nChanged 86809
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 21418 members 
Mstep: Class 3 contains 13502 members 
Mstep: Class 5 contains 30117 members 
Mstep: Class 6 contains 21394 members 
Mstep: Class 7 contains 26709 members 
Mstep: Class 8 contains 29015 members 
Mstep: Class 9 contains 44290 members 
Mstep: Class 10 contains 52840 members 
Mstep: Class 11 contains 34688 members 
Mstep: Class 12 contains 27029 members 
Mstep: Class 13 contains 30326 members 
Mstep: Class 14 contains 56182 members 
Mstep: Class 15 contains 54970 members 
Mstep: Class 16 contains 21045 members 
Mstep: Class 17 contains 12899 members 
Mstep: Class 18 contains 29184 members 
Mstep: Class 19 contains 56997 members 
Mstep: Class 20 contains 12573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54139404.000000 Penalty: 41091.535156
Iteration 5F: 20 clusters Score -5.41394e+07 nChanged 80788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 20606 members 
Mstep: Class 3 contains 9959 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 20493 members 
Mstep: Class 7 contains 32343 members 
Mstep: Class 8 contains 28775 members 
Mstep: Class 9 contains 45034 members 
Mstep: Class 10 contains 57597 members 
Mstep: Class 11 contains 34319 members 
Mstep: Class 12 contains 24153 members 
Mstep: Class 13 contains 30351 members 
Mstep: Class 14 contains 54042 members 
Mstep: Class 15 contains 58344 members 
Mstep: Class 16 contains 19838 members 
Mstep: Class 17 contains 12367 members 
Mstep: Class 18 contains 32534 members 
Mstep: Class 19 contains 64293 members 
Mstep: Class 20 contains 9340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54201228.000000 Penalty: 41091.535156
Iteration 6F: 20 clusters Score -5.420123e+07 nChanged 75348
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 19707 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 5 contains 18743 members 
Mstep: Class 6 contains 19066 members 
Mstep: Class 7 contains 38764 members 
Mstep: Class 8 contains 28434 members 
Mstep: Class 9 contains 45889 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 21295 members 
Mstep: Class 13 contains 29821 members 
Mstep: Class 14 contains 51577 members 
Mstep: Class 15 contains 61407 members 
Mstep: Class 16 contains 18413 members 
Mstep: Class 17 contains 11991 members 
Mstep: Class 18 contains 36710 members 
Mstep: Class 19 contains 72024 members 
Mstep: Class 20 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54257368.000000 Penalty: 41091.535156
Iteration 7F: 20 clusters Score -5.425737e+07 nChanged 68510
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 18609 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 5 contains 13619 members 
Mstep: Class 6 contains 17420 members 
Mstep: Class 7 contains 45675 members 
Mstep: Class 8 contains 28132 members 
Mstep: Class 9 contains 46688 members 
Mstep: Class 10 contains 64925 members 
Mstep: Class 11 contains 32870 members 
Mstep: Class 12 contains 18573 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 49005 members 
Mstep: Class 15 contains 63186 members 
Mstep: Class 16 contains 16771 members 
Mstep: Class 17 contains 11599 members 
Mstep: Class 18 contains 41331 members 
Mstep: Class 19 contains 80086 members 
Mstep: Class 20 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54306224.000000 Penalty: 41091.535156
Iteration 8F: 20 clusters Score -5.430622e+07 nChanged 59869
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 5 contains 9690 members 
Mstep: Class 6 contains 15676 members 
Mstep: Class 7 contains 52426 members 
Mstep: Class 8 contains 27811 members 
Mstep: Class 9 contains 47285 members 
Mstep: Class 10 contains 67126 members 
Mstep: Class 11 contains 31660 members 
Mstep: Class 12 contains 15902 members 
Mstep: Class 13 contains 28094 members 
Mstep: Class 14 contains 46911 members 
Mstep: Class 15 contains 63677 members 
Mstep: Class 16 contains 15052 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 45792 members 
Mstep: Class 19 contains 87791 members 
Mstep: Class 20 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1589.901855 but Gain 2162.714844
Score: -54347808.000000 Penalty: 38928.820312
Iteration 9F: 19 clusters Score -5.434781e+07 nChanged 52110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 16535 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 6 contains 13986 members 
Mstep: Class 7 contains 58623 members 
Mstep: Class 8 contains 27579 members 
Mstep: Class 9 contains 47731 members 
Mstep: Class 10 contains 68552 members 
Mstep: Class 11 contains 30120 members 
Mstep: Class 12 contains 13557 members 
Mstep: Class 13 contains 27848 members 
Mstep: Class 14 contains 45895 members 
Mstep: Class 15 contains 63394 members 
Mstep: Class 16 contains 13403 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 49550 members 
Mstep: Class 19 contains 95143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1808.245728 but Gain 2162.710938
Score: -54380612.000000 Penalty: 36766.109375
Iteration 10F: 18 clusters Score -5.438061e+07 nChanged 43609
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 15676 members 
Mstep: Class 5 contains 4950 members 
Mstep: Class 6 contains 12390 members 
Mstep: Class 7 contains 64037 members 
Mstep: Class 8 contains 27253 members 
Mstep: Class 9 contains 48311 members 
Mstep: Class 10 contains 69212 members 
Mstep: Class 11 contains 28221 members 
Mstep: Class 12 contains 11501 members 
Mstep: Class 13 contains 28198 members 
Mstep: Class 14 contains 44844 members 
Mstep: Class 15 contains 62634 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 10924 members 
Mstep: Class 18 contains 52835 members 
Mstep: Class 19 contains 101493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54406328.000000 Penalty: 36766.109375
Iteration 11F: 18 clusters Score -5.440633e+07 nChanged 35887
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 14834 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 10956 members 
Mstep: Class 7 contains 68441 members 
Mstep: Class 8 contains 26965 members 
Mstep: Class 9 contains 48603 members 
Mstep: Class 10 contains 69312 members 
Mstep: Class 11 contains 26285 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 43645 members 
Mstep: Class 15 contains 61530 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 10899 members 
Mstep: Class 18 contains 54971 members 
Mstep: Class 19 contains 107034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424752.000000 Penalty: 36766.109375
Iteration 12F: 18 clusters Score -5.442475e+07 nChanged 31130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14088 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 9758 members 
Mstep: Class 7 contains 71914 members 
Mstep: Class 8 contains 26700 members 
Mstep: Class 9 contains 48902 members 
Mstep: Class 10 contains 68971 members 
Mstep: Class 11 contains 24427 members 
Mstep: Class 12 contains 8259 members 
Mstep: Class 13 contains 30681 members 
Mstep: Class 14 contains 42193 members 
Mstep: Class 15 contains 60435 members 
Mstep: Class 16 contains 9615 members 
Mstep: Class 17 contains 10928 members 
Mstep: Class 18 contains 56705 members 
Mstep: Class 19 contains 112175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54440280.000000 Penalty: 36766.109375
Iteration 13F: 18 clusters Score -5.444028e+07 nChanged 26764
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 13391 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 74442 members 
Mstep: Class 8 contains 26416 members 
Mstep: Class 9 contains 49079 members 
Mstep: Class 10 contains 68448 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 32355 members 
Mstep: Class 14 contains 40554 members 
Mstep: Class 15 contains 59446 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 11054 members 
Mstep: Class 18 contains 58119 members 
Mstep: Class 19 contains 117197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54451424.000000 Penalty: 36766.109375
Iteration 14Q: 18 clusters Score -5.445142e+07 nChanged 23476
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12687 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 7945 members 
Mstep: Class 7 contains 76207 members 
Mstep: Class 8 contains 26064 members 
Mstep: Class 9 contains 49163 members 
Mstep: Class 10 contains 67742 members 
Mstep: Class 11 contains 20874 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 34169 members 
Mstep: Class 14 contains 38799 members 
Mstep: Class 15 contains 58517 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 18 contains 59220 members 
Mstep: Class 19 contains 122271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1861.566284 but Gain 2162.710938
Score: -54461440.000000 Penalty: 34603.398438
Iteration 15Q: 17 clusters Score -5.446144e+07 nChanged 22563
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 12079 members 
Mstep: Class 5 contains 1552 members 
Mstep: Class 6 contains 7403 members 
Mstep: Class 7 contains 77320 members 
Mstep: Class 8 contains 25575 members 
Mstep: Class 9 contains 49225 members 
Mstep: Class 10 contains 66914 members 
Mstep: Class 11 contains 19418 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 36487 members 
Mstep: Class 14 contains 37339 members 
Mstep: Class 15 contains 57666 members 
Mstep: Class 16 contains 7145 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 60219 members 
Mstep: Class 19 contains 127650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54471840.000000 Penalty: 34603.398438
Iteration 16Q: 17 clusters Score -5.447184e+07 nChanged 19099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 77560 members 
Mstep: Class 8 contains 24937 members 
Mstep: Class 9 contains 49233 members 
Mstep: Class 10 contains 65886 members 
Mstep: Class 11 contains 17944 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 38352 members 
Mstep: Class 14 contains 35333 members 
Mstep: Class 15 contains 56820 members 
Mstep: Class 16 contains 6517 members 
Mstep: Class 17 contains 11981 members 
Mstep: Class 18 contains 60938 members 
Mstep: Class 19 contains 133108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2107.382324 but Gain 2162.712891
Score: -54478688.000000 Penalty: 32440.685547
Iteration 17Q: 16 clusters Score -5.447869e+07 nChanged 18870
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 10597 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 77647 members 
Mstep: Class 8 contains 24137 members 
Mstep: Class 9 contains 49396 members 
Mstep: Class 10 contains 64910 members 
Mstep: Class 11 contains 16550 members 
Mstep: Class 12 contains 3620 members 
Mstep: Class 13 contains 40362 members 
Mstep: Class 14 contains 33434 members 
Mstep: Class 15 contains 56036 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 12497 members 
Mstep: Class 18 contains 61660 members 
Mstep: Class 19 contains 139206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54486424.000000 Penalty: 32440.685547
Iteration 18Q: 16 clusters Score -5.448642e+07 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 76995 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 49443 members 
Mstep: Class 10 contains 63728 members 
Mstep: Class 11 contains 15241 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 31604 members 
Mstep: Class 15 contains 55179 members 
Mstep: Class 16 contains 5376 members 
Mstep: Class 17 contains 13104 members 
Mstep: Class 18 contains 62012 members 
Mstep: Class 19 contains 145439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54492672.000000 Penalty: 32440.685547
Iteration 19Q: 16 clusters Score -5.449267e+07 nChanged 15618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 8982 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 75879 members 
Mstep: Class 8 contains 22054 members 
Mstep: Class 9 contains 49490 members 
Mstep: Class 10 contains 62398 members 
Mstep: Class 11 contains 14013 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 43478 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 54423 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 13724 members 
Mstep: Class 18 contains 62204 members 
Mstep: Class 19 contains 152198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54498880.000000 Penalty: 32440.685547
Iteration 20F: 16 clusters Score -5.449888e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 6 contains 6093 members 
Mstep: Class 7 contains 74608 members 
Mstep: Class 8 contains 20874 members 
Mstep: Class 9 contains 49555 members 
Mstep: Class 10 contains 60939 members 
Mstep: Class 11 contains 12842 members 
Mstep: Class 12 contains 2396 members 
Mstep: Class 13 contains 44850 members 
Mstep: Class 14 contains 28315 members 
Mstep: Class 15 contains 53661 members 
Mstep: Class 16 contains 4520 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 62175 members 
Mstep: Class 19 contains 159273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54504560.000000 Penalty: 32440.685547
Iteration 21Q: 16 clusters Score -5.450456e+07 nChanged 14067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 6 contains 5955 members 
Mstep: Class 7 contains 73137 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 49547 members 
Mstep: Class 10 contains 59375 members 
Mstep: Class 11 contains 11694 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 46048 members 
Mstep: Class 14 contains 26846 members 
Mstep: Class 15 contains 52916 members 
Mstep: Class 16 contains 4128 members 
Mstep: Class 17 contains 14884 members 
Mstep: Class 18 contains 62078 members 
Mstep: Class 19 contains 166860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54509216.000000 Penalty: 32440.685547
Iteration 22Q: 16 clusters Score -5.450922e+07 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 6 contains 5837 members 
Mstep: Class 7 contains 71712 members 
Mstep: Class 8 contains 18541 members 
Mstep: Class 9 contains 49434 members 
Mstep: Class 10 contains 57708 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 47072 members 
Mstep: Class 14 contains 25467 members 
Mstep: Class 15 contains 52156 members 
Mstep: Class 16 contains 3781 members 
Mstep: Class 17 contains 15321 members 
Mstep: Class 18 contains 61858 members 
Mstep: Class 19 contains 174752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2120.100586 but Gain 2162.712891
Score: -54514256.000000 Penalty: 30277.972656
Iteration 23Q: 15 clusters Score -5.451426e+07 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 5779 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 70429 members 
Mstep: Class 8 contains 17513 members 
Mstep: Class 9 contains 49288 members 
Mstep: Class 10 contains 55994 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 13 contains 48139 members 
Mstep: Class 14 contains 24210 members 
Mstep: Class 15 contains 51396 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 15674 members 
Mstep: Class 18 contains 61609 members 
Mstep: Class 19 contains 183490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519960.000000 Penalty: 30277.972656
Iteration 24Q: 15 clusters Score -5.451996e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 69095 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 48996 members 
Mstep: Class 10 contains 54061 members 
Mstep: Class 11 contains 8668 members 
Mstep: Class 13 contains 48811 members 
Mstep: Class 14 contains 22953 members 
Mstep: Class 15 contains 50478 members 
Mstep: Class 16 contains 3095 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 61172 members 
Mstep: Class 19 contains 191848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524356.000000 Penalty: 30277.972656
Iteration 25Q: 15 clusters Score -5.452436e+07 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 67697 members 
Mstep: Class 8 contains 15738 members 
Mstep: Class 9 contains 48578 members 
Mstep: Class 10 contains 52132 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 13 contains 49292 members 
Mstep: Class 14 contains 21727 members 
Mstep: Class 15 contains 49463 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 16280 members 
Mstep: Class 18 contains 60673 members 
Mstep: Class 19 contains 200533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527848.000000 Penalty: 30277.972656
Iteration 26Q: 15 clusters Score -5.452785e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 66329 members 
Mstep: Class 8 contains 14978 members 
Mstep: Class 9 contains 48103 members 
Mstep: Class 10 contains 50103 members 
Mstep: Class 11 contains 6706 members 
Mstep: Class 13 contains 49626 members 
Mstep: Class 14 contains 20414 members 
Mstep: Class 15 contains 48449 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 16622 members 
Mstep: Class 18 contains 60092 members 
Mstep: Class 19 contains 209492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531432.000000 Penalty: 30277.972656
Iteration 27Q: 15 clusters Score -5.453143e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 6 contains 4993 members 
Mstep: Class 7 contains 65076 members 
Mstep: Class 8 contains 14308 members 
Mstep: Class 9 contains 47534 members 
Mstep: Class 10 contains 48079 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 13 contains 49805 members 
Mstep: Class 14 contains 19128 members 
Mstep: Class 15 contains 47379 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 17 contains 16989 members 
Mstep: Class 18 contains 59375 members 
Mstep: Class 19 contains 218555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1958.145142 but Gain 2162.712891
Score: -54534996.000000 Penalty: 28115.259766
Iteration 28Q: 14 clusters Score -5.4535e+07 nChanged 13013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3197 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 63981 members 
Mstep: Class 8 contains 13746 members 
Mstep: Class 9 contains 46903 members 
Mstep: Class 10 contains 46152 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 13 contains 49888 members 
Mstep: Class 14 contains 17817 members 
Mstep: Class 15 contains 46401 members 
Mstep: Class 17 contains 17530 members 
Mstep: Class 18 contains 58652 members 
Mstep: Class 19 contains 228627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540148.000000 Penalty: 28115.259766
Iteration 29Q: 14 clusters Score -5.454015e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 62708 members 
Mstep: Class 8 contains 13226 members 
Mstep: Class 9 contains 46238 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 4208 members 
Mstep: Class 13 contains 49807 members 
Mstep: Class 14 contains 16528 members 
Mstep: Class 15 contains 45402 members 
Mstep: Class 17 contains 17914 members 
Mstep: Class 18 contains 57710 members 
Mstep: Class 19 contains 237627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542604.000000 Penalty: 28115.259766
Iteration 30Q: 14 clusters Score -5.45426e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 61406 members 
Mstep: Class 8 contains 12823 members 
Mstep: Class 9 contains 45471 members 
Mstep: Class 10 contains 42210 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 13 contains 49652 members 
Mstep: Class 14 contains 15306 members 
Mstep: Class 15 contains 44425 members 
Mstep: Class 17 contains 18294 members 
Mstep: Class 18 contains 56744 members 
Mstep: Class 19 contains 246410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545124.000000 Penalty: 28115.259766
Iteration 31Q: 14 clusters Score -5.454512e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 60190 members 
Mstep: Class 8 contains 12494 members 
Mstep: Class 9 contains 44620 members 
Mstep: Class 10 contains 40427 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 13 contains 49435 members 
Mstep: Class 14 contains 14157 members 
Mstep: Class 15 contains 43522 members 
Mstep: Class 17 contains 18632 members 
Mstep: Class 18 contains 55735 members 
Mstep: Class 19 contains 254822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546840.000000 Penalty: 28115.259766
Iteration 32Q: 14 clusters Score -5.454684e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 59109 members 
Mstep: Class 8 contains 12241 members 
Mstep: Class 9 contains 43725 members 
Mstep: Class 10 contains 38750 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 13 contains 49132 members 
Mstep: Class 14 contains 13104 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 17 contains 18893 members 
Mstep: Class 18 contains 54742 members 
Mstep: Class 19 contains 262699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2097.125488 but Gain 2162.710938
Score: -54548696.000000 Penalty: 25952.548828
Iteration 33Q: 13 clusters Score -5.45487e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 58172 members 
Mstep: Class 8 contains 12071 members 
Mstep: Class 9 contains 42974 members 
Mstep: Class 10 contains 37217 members 
Mstep: Class 13 contains 48824 members 
Mstep: Class 14 contains 12079 members 
Mstep: Class 15 contains 41978 members 
Mstep: Class 17 contains 19105 members 
Mstep: Class 18 contains 53880 members 
Mstep: Class 19 contains 271560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54552696.000000 Penalty: 25952.548828
Iteration 34Q: 13 clusters Score -5.45527e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 57146 members 
Mstep: Class 8 contains 11926 members 
Mstep: Class 9 contains 41867 members 
Mstep: Class 10 contains 35708 members 
Mstep: Class 13 contains 48439 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 41290 members 
Mstep: Class 17 contains 19267 members 
Mstep: Class 18 contains 52891 members 
Mstep: Class 19 contains 278582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54553700.000000 Penalty: 25952.548828
Iteration 35Q: 13 clusters Score -5.45537e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1850 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 56103 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 40821 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 13 contains 48082 members 
Mstep: Class 14 contains 10313 members 
Mstep: Class 15 contains 40633 members 
Mstep: Class 17 contains 19386 members 
Mstep: Class 18 contains 51912 members 
Mstep: Class 19 contains 285161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54554760.000000 Penalty: 25952.548828
Iteration 36Q: 13 clusters Score -5.455476e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 55076 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 39836 members 
Mstep: Class 10 contains 33146 members 
Mstep: Class 13 contains 47680 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 39940 members 
Mstep: Class 17 contains 19539 members 
Mstep: Class 18 contains 50895 members 
Mstep: Class 19 contains 291527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54555844.000000 Penalty: 25952.548828
Iteration 37Q: 13 clusters Score -5.455584e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1751 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 53684 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 39001 members 
Mstep: Class 10 contains 31630 members 
Mstep: Class 13 contains 47270 members 
Mstep: Class 14 contains 8949 members 
Mstep: Class 15 contains 39216 members 
Mstep: Class 17 contains 19741 members 
Mstep: Class 18 contains 49744 members 
Mstep: Class 19 contains 298211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54555868.000000 Penalty: 25952.548828
Iteration 38Q: 13 clusters Score -5.455587e+07 nChanged 7963
Entering ConstructFrom: 
Score: -54555868.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 2 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -163946.937500 Penalty: 1210.448853
	Iteration 0F: 2 clusters Score -163946.9 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 915 members 
Entering Unmasked Estep 
Score: -162006.171875 Penalty: 2420.897705
	Iteration 0F: 3 clusters Score -162006.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -162382.125000 Penalty: 2420.897705
	Iteration 1F: 3 clusters Score -162382.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -162483.265625 Penalty: 2420.897705
	Iteration 2F: 3 clusters Score -162483.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -162536.750000 Penalty: 2420.897705
	Iteration 3Q: 3 clusters Score -162536.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -162576.343750 Penalty: 2420.897705
	Iteration 4Q: 3 clusters Score -162576.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -162601.296875 Penalty: 2420.897705
	Iteration 5Q: 3 clusters Score -162601.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -162621.593750 Penalty: 2420.897705
	Iteration 6Q: 3 clusters Score -162621.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -162643.953125 Penalty: 2420.897705
	Iteration 7Q: 3 clusters Score -162644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -162662.921875 Penalty: 2420.897705
	Iteration 8Q: 3 clusters Score -162662.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -162684.015625 Penalty: 2420.897705
	Iteration 9Q: 3 clusters Score -162684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -162702.906250 Penalty: 2420.897705
	Iteration 10Q: 3 clusters Score -162702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -162711.937500 Penalty: 2420.897705
	Iteration 11Q: 3 clusters Score -162711.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -162724.031250 Penalty: 2420.897705
	Iteration 12Q: 3 clusters Score -162724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -162736.765625 Penalty: 2420.897705
	Iteration 13Q: 3 clusters Score -162736.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -162748.750000 Penalty: 2420.897705
	Iteration 14Q: 3 clusters Score -162748.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -162757.093750 Penalty: 2420.897705
	Iteration 15Q: 3 clusters Score -162757.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -162764.609375 Penalty: 2420.897705
	Iteration 16Q: 3 clusters Score -162764.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -162774.578125 Penalty: 2420.897705
	Iteration 17Q: 3 clusters Score -162774.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -162780.203125 Penalty: 2420.897705
	Iteration 18Q: 3 clusters Score -162780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -162782.671875 Penalty: 2420.897705
	Iteration 19Q: 3 clusters Score -162782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -162783.656250 Penalty: 2420.897705
	Iteration 20F: 3 clusters Score -162783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -162784.562500 Penalty: 2420.897705
	Iteration 21Q: 3 clusters Score -162784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -162784.953125 Penalty: 2420.897705
	Iteration 22Q: 3 clusters Score -162785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -162784.953125 Penalty: 2420.897705
	Iteration 23F: 3 clusters Score -162785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -147450.328125 Penalty: 1198.479004
	Iteration 0F: 2 clusters Score -147450.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -145609.046875 Penalty: 2396.958008
	Iteration 0F: 3 clusters Score -145609 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -145956.937500 Penalty: 2396.958008
	Iteration 1F: 3 clusters Score -145956.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -146027.218750 Penalty: 2396.958008
	Iteration 2F: 3 clusters Score -146027.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -146054.203125 Penalty: 2396.958008
	Iteration 3Q: 3 clusters Score -146054.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146080.828125 Penalty: 2396.958008
	Iteration 4Q: 3 clusters Score -146080.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146095.765625 Penalty: 2396.958008
	Iteration 5Q: 3 clusters Score -146095.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -146110.156250 Penalty: 2396.958008
	Iteration 6Q: 3 clusters Score -146110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -146122.343750 Penalty: 2396.958008
	Iteration 7Q: 3 clusters Score -146122.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -146136.875000 Penalty: 2396.958008
	Iteration 8Q: 3 clusters Score -146136.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -146152.062500 Penalty: 2396.958008
	Iteration 9Q: 3 clusters Score -146152.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -146170.453125 Penalty: 2396.958008
	Iteration 10Q: 3 clusters Score -146170.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -146183.781250 Penalty: 2396.958008
	Iteration 11Q: 3 clusters Score -146183.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -146201.218750 Penalty: 2396.958008
	Iteration 12Q: 3 clusters Score -146201.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -146213.234375 Penalty: 2396.958008
	Iteration 13Q: 3 clusters Score -146213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -146218.062500 Penalty: 2396.958008
	Iteration 14Q: 3 clusters Score -146218.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146228.171875 Penalty: 2396.958008
	Iteration 15Q: 3 clusters Score -146228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -146232.593750 Penalty: 2396.958008
	Iteration 16Q: 3 clusters Score -146232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -146235.312500 Penalty: 2396.958008
	Iteration 17Q: 3 clusters Score -146235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -146236.953125 Penalty: 2396.958008
	Iteration 18Q: 3 clusters Score -146237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -146238.750000 Penalty: 2396.958008
	Iteration 19Q: 3 clusters Score -146238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -146239.968750 Penalty: 2396.958008
	Iteration 20F: 3 clusters Score -146240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -146243.375000 Penalty: 2396.958008
	Iteration 21Q: 3 clusters Score -146243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -146248.421875 Penalty: 2396.958008
	Iteration 22Q: 3 clusters Score -146248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -146252.359375 Penalty: 2396.958008
	Iteration 23Q: 3 clusters Score -146252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -146254.171875 Penalty: 2396.958008
	Iteration 24Q: 3 clusters Score -146254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -146254.171875 Penalty: 2396.958008
	Iteration 25F: 3 clusters Score -146254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Entering Unmasked Estep 
Score: -4846605.000000 Penalty: 1764.668579
	Iteration 0F: 2 clusters Score -4846605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -4811663.000000 Penalty: 3529.337158
	Iteration 0F: 3 clusters Score -4811663 nChanged 24487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4825367.000000 Penalty: 3529.337158
	Iteration 1F: 3 clusters Score -4825367 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4825856.000000 Penalty: 3529.337158
	Iteration 2Q: 3 clusters Score -4825856 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -4826435.000000 Penalty: 3529.337158
	Iteration 3Q: 3 clusters Score -4826435 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4827119.500000 Penalty: 3529.337158
	Iteration 4Q: 3 clusters Score -4827120 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -4828255.500000 Penalty: 3529.337158
	Iteration 5Q: 3 clusters Score -4828256 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4829838.000000 Penalty: 3529.337158
	Iteration 6F: 3 clusters Score -4829838 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4832156.000000 Penalty: 3529.337158
	Iteration 7F: 3 clusters Score -4832156 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4834896.000000 Penalty: 3529.337158
	Iteration 8F: 3 clusters Score -4834896 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -4837571.000000 Penalty: 3529.337158
	Iteration 9F: 3 clusters Score -4837571 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4839714.000000 Penalty: 3529.337158
	Iteration 10F: 3 clusters Score -4839714 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -4841406.500000 Penalty: 3529.337158
	Iteration 11Q: 3 clusters Score -4841406 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4842687.500000 Penalty: 3529.337158
	Iteration 12Q: 3 clusters Score -4842688 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4843503.500000 Penalty: 3529.337158
	Iteration 13Q: 3 clusters Score -4843504 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4844017.500000 Penalty: 3529.337158
	Iteration 14Q: 3 clusters Score -4844018 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4844329.500000 Penalty: 3529.337158
	Iteration 15Q: 3 clusters Score -4844330 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4844539.500000 Penalty: 3529.337158
	Iteration 16Q: 3 clusters Score -4844540 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4844703.000000 Penalty: 3529.337158
	Iteration 17Q: 3 clusters Score -4844703 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4844799.500000 Penalty: 3529.337158
	Iteration 18Q: 3 clusters Score -4844800 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4844868.500000 Penalty: 3529.337158
	Iteration 19Q: 3 clusters Score -4844868 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4844919.000000 Penalty: 3529.337158
	Iteration 20F: 3 clusters Score -4844919 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4844954.500000 Penalty: 3529.337158
	Iteration 21Q: 3 clusters Score -4844954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4844995.500000 Penalty: 3529.337158
	Iteration 22Q: 3 clusters Score -4844996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4845014.000000 Penalty: 3529.337158
	Iteration 23Q: 3 clusters Score -4845014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4845022.500000 Penalty: 3529.337158
	Iteration 24Q: 3 clusters Score -4845022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4845036.500000 Penalty: 3529.337158
	Iteration 25Q: 3 clusters Score -4845036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4845053.500000 Penalty: 3529.337158
	Iteration 26Q: 3 clusters Score -4845054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4845060.000000 Penalty: 3529.337158
	Iteration 27Q: 3 clusters Score -4845060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4845063.500000 Penalty: 3529.337158
	Iteration 28Q: 3 clusters Score -4845064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4845087.000000 Penalty: 3529.337158
	Iteration 29Q: 3 clusters Score -4845087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4845097.500000 Penalty: 3529.337158
	Iteration 30Q: 3 clusters Score -4845098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4845100.500000 Penalty: 3529.337158
	Iteration 31Q: 3 clusters Score -4845100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4845102.000000 Penalty: 3529.337158
	Iteration 32Q: 3 clusters Score -4845102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4845107.500000 Penalty: 3529.337158
	Iteration 33Q: 3 clusters Score -4845108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4845117.500000 Penalty: 3529.337158
	Iteration 34Q: 3 clusters Score -4845118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4845117.500000 Penalty: 3529.337158
	Iteration 35Q: 3 clusters Score -4845118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4845111.500000 Penalty: 3529.337158
	Iteration 36Q: 3 clusters Score -4845112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4845117.500000 Penalty: 3529.337158
	Iteration 37Q: 3 clusters Score -4845118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4845112.000000 Penalty: 3529.337158
	Iteration 38Q: 3 clusters Score -4845112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4845124.000000 Penalty: 3529.337158
	Iteration 39Q: 3 clusters Score -4845124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4845121.000000 Penalty: 3529.337158
	Iteration 40F: 3 clusters Score -4845121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4845127.000000 Penalty: 3529.337158
	Iteration 41Q: 3 clusters Score -4845127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4845127.500000 Penalty: 3529.337158
	Iteration 42Q: 3 clusters Score -4845128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4845128.000000 Penalty: 3529.337158
	Iteration 43Q: 3 clusters Score -4845128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4845131.000000 Penalty: 3529.337158
	Iteration 44Q: 3 clusters Score -4845131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4845133.000000 Penalty: 3529.337158
	Iteration 45Q: 3 clusters Score -4845133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4845133.000000 Penalty: 3529.337158
	Iteration 46F: 3 clusters Score -4845133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Entering Unmasked Estep 
Score: -1003424.562500 Penalty: 1520.966675
	Iteration 0F: 2 clusters Score -1003425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -995245.062500 Penalty: 3041.933350
	Iteration 0F: 3 clusters Score -995245.1 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -997925.000000 Penalty: 3041.933350
	Iteration 1F: 3 clusters Score -997925 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -998377.687500 Penalty: 3041.933350
	Iteration 2F: 3 clusters Score -998377.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -998924.062500 Penalty: 3041.933350
	Iteration 3F: 3 clusters Score -998924.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -999499.812500 Penalty: 3041.933350
	Iteration 4F: 3 clusters Score -999499.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1000011.562500 Penalty: 3041.933350
	Iteration 5F: 3 clusters Score -1000012 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1000392.187500 Penalty: 3041.933350
	Iteration 6F: 3 clusters Score -1000392 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1000664.875000 Penalty: 3041.933350
	Iteration 7Q: 3 clusters Score -1000665 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1000892.187500 Penalty: 3041.933350
	Iteration 8Q: 3 clusters Score -1000892 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1001114.437500 Penalty: 3041.933350
	Iteration 9Q: 3 clusters Score -1001114 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1001398.250000 Penalty: 3041.933350
	Iteration 10Q: 3 clusters Score -1001398 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1001766.625000 Penalty: 3041.933350
	Iteration 11Q: 3 clusters Score -1001767 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1002216.500000 Penalty: 3041.933350
	Iteration 12F: 3 clusters Score -1002216 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1002752.187500 Penalty: 3041.933350
	Iteration 13F: 3 clusters Score -1002752 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1003321.562500 Penalty: 3041.933350
	Iteration 14Q: 3 clusters Score -1003322 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1003785.375000 Penalty: 3041.933350
	Iteration 15Q: 3 clusters Score -1003785 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1004085.375000 Penalty: 3041.933350
	Iteration 16Q: 3 clusters Score -1004085 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1004218.812500 Penalty: 3041.933350
	Iteration 17Q: 3 clusters Score -1004219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1004273.687500 Penalty: 3041.933350
	Iteration 18Q: 3 clusters Score -1004274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1004296.250000 Penalty: 3041.933350
	Iteration 19Q: 3 clusters Score -1004296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1004305.250000 Penalty: 3041.933350
	Iteration 20F: 3 clusters Score -1004305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1004308.812500 Penalty: 3041.933350
	Iteration 21Q: 3 clusters Score -1004309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1004309.750000 Penalty: 3041.933350
	Iteration 22Q: 3 clusters Score -1004310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1004310.312500 Penalty: 3041.933350
	Iteration 23Q: 3 clusters Score -1004310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1004310.500000 Penalty: 3041.933350
	Iteration 24Q: 3 clusters Score -1004310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1004310.500000 Penalty: 3041.933350
	Iteration 25F: 3 clusters Score -1004310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 52026 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 38393 members 
Mstep: Class 10 contains 29837 members 
Mstep: Class 13 contains 46998 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 38482 members 
Mstep: Class 17 contains 19993 members 
Mstep: Class 18 contains 48599 members 
Mstep: Class 19 contains 304827 members 
Entering Unmasked Estep 
Score: -54554040.000000 Penalty: 28115.259766
Splitting cluster 8 changes total score from -54555868.000000 to -54554040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (38393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Entering Unmasked Estep 
Score: -3585499.500000 Penalty: 1715.290039
	Iteration 0F: 2 clusters Score -3585500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3559679.250000 Penalty: 3430.580078
	Iteration 0F: 3 clusters Score -3559679 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3570608.500000 Penalty: 3430.580078
	Iteration 1F: 3 clusters Score -3570608 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3571861.250000 Penalty: 3430.580078
	Iteration 2F: 3 clusters Score -3571861 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3573684.250000 Penalty: 3430.580078
	Iteration 3F: 3 clusters Score -3573684 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3576146.000000 Penalty: 3430.580078
	Iteration 4F: 3 clusters Score -3576146 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3578720.750000 Penalty: 3430.580078
	Iteration 5F: 3 clusters Score -3578721 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3580254.500000 Penalty: 3430.580078
	Iteration 6F: 3 clusters Score -3580254 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3580927.500000 Penalty: 3430.580078
	Iteration 7Q: 3 clusters Score -3580928 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3581271.000000 Penalty: 3430.580078
	Iteration 8Q: 3 clusters Score -3581271 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3581529.500000 Penalty: 3430.580078
	Iteration 9Q: 3 clusters Score -3581530 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3581726.000000 Penalty: 3430.580078
	Iteration 10Q: 3 clusters Score -3581726 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3581926.000000 Penalty: 3430.580078
	Iteration 11Q: 3 clusters Score -3581926 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3582130.000000 Penalty: 3430.580078
	Iteration 12Q: 3 clusters Score -3582130 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3582305.250000 Penalty: 3430.580078
	Iteration 13Q: 3 clusters Score -3582305 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3582468.000000 Penalty: 3430.580078
	Iteration 14Q: 3 clusters Score -3582468 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3582592.750000 Penalty: 3430.580078
	Iteration 15Q: 3 clusters Score -3582593 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3582716.750000 Penalty: 3430.580078
	Iteration 16Q: 3 clusters Score -3582717 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3582824.250000 Penalty: 3430.580078
	Iteration 17Q: 3 clusters Score -3582824 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3582921.000000 Penalty: 3430.580078
	Iteration 18Q: 3 clusters Score -3582921 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3583008.500000 Penalty: 3430.580078
	Iteration 19Q: 3 clusters Score -3583008 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3583084.250000 Penalty: 3430.580078
	Iteration 20F: 3 clusters Score -3583084 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3583178.500000 Penalty: 3430.580078
	Iteration 21Q: 3 clusters Score -3583178 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3583263.000000 Penalty: 3430.580078
	Iteration 22Q: 3 clusters Score -3583263 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3583311.500000 Penalty: 3430.580078
	Iteration 23Q: 3 clusters Score -3583312 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3583388.000000 Penalty: 3430.580078
	Iteration 24Q: 3 clusters Score -3583388 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3583458.000000 Penalty: 3430.580078
	Iteration 25Q: 3 clusters Score -3583458 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3583498.250000 Penalty: 3430.580078
	Iteration 26Q: 3 clusters Score -3583498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3583575.500000 Penalty: 3430.580078
	Iteration 27Q: 3 clusters Score -3583576 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3583623.250000 Penalty: 3430.580078
	Iteration 28Q: 3 clusters Score -3583623 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3583671.750000 Penalty: 3430.580078
	Iteration 29Q: 3 clusters Score -3583672 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3583704.250000 Penalty: 3430.580078
	Iteration 30Q: 3 clusters Score -3583704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3583742.250000 Penalty: 3430.580078
	Iteration 31Q: 3 clusters Score -3583742 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3583759.000000 Penalty: 3430.580078
	Iteration 32Q: 3 clusters Score -3583759 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3583788.250000 Penalty: 3430.580078
	Iteration 33Q: 3 clusters Score -3583788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3583824.500000 Penalty: 3430.580078
	Iteration 34Q: 3 clusters Score -3583824 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3583858.500000 Penalty: 3430.580078
	Iteration 35Q: 3 clusters Score -3583858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3583879.750000 Penalty: 3430.580078
	Iteration 36Q: 3 clusters Score -3583880 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3583907.750000 Penalty: 3430.580078
	Iteration 37Q: 3 clusters Score -3583908 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3583936.750000 Penalty: 3430.580078
	Iteration 38Q: 3 clusters Score -3583937 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3583962.000000 Penalty: 3430.580078
	Iteration 39Q: 3 clusters Score -3583962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3583992.250000 Penalty: 3430.580078
	Iteration 40F: 3 clusters Score -3583992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3584006.000000 Penalty: 3430.580078
	Iteration 41Q: 3 clusters Score -3584006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3584018.750000 Penalty: 3430.580078
	Iteration 42Q: 3 clusters Score -3584019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3584029.750000 Penalty: 3430.580078
	Iteration 43Q: 3 clusters Score -3584030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3584034.250000 Penalty: 3430.580078
	Iteration 44Q: 3 clusters Score -3584034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3584054.000000 Penalty: 3430.580078
	Iteration 45Q: 3 clusters Score -3584054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3584066.250000 Penalty: 3430.580078
	Iteration 46Q: 3 clusters Score -3584066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3584080.250000 Penalty: 3430.580078
	Iteration 47Q: 3 clusters Score -3584080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3584103.750000 Penalty: 3430.580078
	Iteration 48Q: 3 clusters Score -3584104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3584111.500000 Penalty: 3430.580078
	Iteration 49Q: 3 clusters Score -3584112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3584124.750000 Penalty: 3430.580078
	Iteration 50Q: 3 clusters Score -3584125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3584137.500000 Penalty: 3430.580078
	Iteration 51Q: 3 clusters Score -3584138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3584150.000000 Penalty: 3430.580078
	Iteration 52Q: 3 clusters Score -3584150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3584150.250000 Penalty: 3430.580078
	Iteration 53Q: 3 clusters Score -3584150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3584160.250000 Penalty: 3430.580078
	Iteration 54Q: 3 clusters Score -3584160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3584171.500000 Penalty: 3430.580078
	Iteration 55Q: 3 clusters Score -3584172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3584181.250000 Penalty: 3430.580078
	Iteration 56Q: 3 clusters Score -3584181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3584177.750000 Penalty: 3430.580078
	Iteration 57Q: 3 clusters Score -3584178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3584184.250000 Penalty: 3430.580078
	Iteration 58Q: 3 clusters Score -3584184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3584197.500000 Penalty: 3430.580078
	Iteration 59Q: 3 clusters Score -3584198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3584204.750000 Penalty: 3430.580078
	Iteration 60F: 3 clusters Score -3584205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3584212.750000 Penalty: 3430.580078
	Iteration 61Q: 3 clusters Score -3584213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3584220.000000 Penalty: 3430.580078
	Iteration 62Q: 3 clusters Score -3584220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3584229.500000 Penalty: 3430.580078
	Iteration 63Q: 3 clusters Score -3584230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3584233.250000 Penalty: 3430.580078
	Iteration 64Q: 3 clusters Score -3584233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3584242.500000 Penalty: 3430.580078
	Iteration 65Q: 3 clusters Score -3584242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3584236.500000 Penalty: 3430.580078
	Iteration 66Q: 3 clusters Score -3584236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3584235.500000 Penalty: 3430.580078
	Iteration 67Q: 3 clusters Score -3584236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3584233.750000 Penalty: 3430.580078
	Iteration 68Q: 3 clusters Score -3584234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3584232.250000 Penalty: 3430.580078
	Iteration 69Q: 3 clusters Score -3584232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3584228.250000 Penalty: 3430.580078
	Iteration 70Q: 3 clusters Score -3584228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3584230.500000 Penalty: 3430.580078
	Iteration 71Q: 3 clusters Score -3584230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3584233.500000 Penalty: 3430.580078
	Iteration 72Q: 3 clusters Score -3584234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3584242.250000 Penalty: 3430.580078
	Iteration 73Q: 3 clusters Score -3584242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3584248.000000 Penalty: 3430.580078
	Iteration 74Q: 3 clusters Score -3584248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3584254.750000 Penalty: 3430.580078
	Iteration 75Q: 3 clusters Score -3584255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3584246.500000 Penalty: 3430.580078
	Iteration 76Q: 3 clusters Score -3584246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3584250.250000 Penalty: 3430.580078
	Iteration 77Q: 3 clusters Score -3584250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3584258.000000 Penalty: 3430.580078
	Iteration 78Q: 3 clusters Score -3584258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3584258.750000 Penalty: 3430.580078
	Iteration 79Q: 3 clusters Score -3584259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3584259.250000 Penalty: 3430.580078
	Iteration 80F: 3 clusters Score -3584259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3584260.750000 Penalty: 3430.580078
	Iteration 81Q: 3 clusters Score -3584261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3584263.250000 Penalty: 3430.580078
	Iteration 82Q: 3 clusters Score -3584263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3584260.250000 Penalty: 3430.580078
	Iteration 83Q: 3 clusters Score -3584260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3584259.500000 Penalty: 3430.580078
	Iteration 84Q: 3 clusters Score -3584260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3584266.250000 Penalty: 3430.580078
	Iteration 85Q: 3 clusters Score -3584266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3584261.000000 Penalty: 3430.580078
	Iteration 86Q: 3 clusters Score -3584261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3584260.500000 Penalty: 3430.580078
	Iteration 87Q: 3 clusters Score -3584260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3584260.250000 Penalty: 3430.580078
	Iteration 88Q: 3 clusters Score -3584260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3584260.250000 Penalty: 3430.580078
	Iteration 89F: 3 clusters Score -3584260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Entering Unmasked Estep 
Score: -2795502.750000 Penalty: 1674.319580
	Iteration 0F: 2 clusters Score -2795503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2775330.000000 Penalty: 3348.639160
	Iteration 0F: 3 clusters Score -2775330 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2782960.000000 Penalty: 3348.639160
	Iteration 1F: 3 clusters Score -2782960 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2783384.250000 Penalty: 3348.639160
	Iteration 2Q: 3 clusters Score -2783384 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2783823.750000 Penalty: 3348.639160
	Iteration 3Q: 3 clusters Score -2783824 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2784356.750000 Penalty: 3348.639160
	Iteration 4Q: 3 clusters Score -2784357 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2785075.500000 Penalty: 3348.639160
	Iteration 5F: 3 clusters Score -2785076 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2786117.750000 Penalty: 3348.639160
	Iteration 6F: 3 clusters Score -2786118 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2787447.000000 Penalty: 3348.639160
	Iteration 7F: 3 clusters Score -2787447 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2789113.250000 Penalty: 3348.639160
	Iteration 8F: 3 clusters Score -2789113 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2790779.000000 Penalty: 3348.639160
	Iteration 9F: 3 clusters Score -2790779 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2792193.500000 Penalty: 3348.639160
	Iteration 10F: 3 clusters Score -2792194 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2793121.500000 Penalty: 3348.639160
	Iteration 11Q: 3 clusters Score -2793122 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2793659.250000 Penalty: 3348.639160
	Iteration 12Q: 3 clusters Score -2793659 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2793967.000000 Penalty: 3348.639160
	Iteration 13Q: 3 clusters Score -2793967 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2794162.250000 Penalty: 3348.639160
	Iteration 14Q: 3 clusters Score -2794162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2794269.500000 Penalty: 3348.639160
	Iteration 15Q: 3 clusters Score -2794270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2794342.750000 Penalty: 3348.639160
	Iteration 16Q: 3 clusters Score -2794343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2794385.250000 Penalty: 3348.639160
	Iteration 17Q: 3 clusters Score -2794385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2794411.500000 Penalty: 3348.639160
	Iteration 18Q: 3 clusters Score -2794412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2794434.000000 Penalty: 3348.639160
	Iteration 19Q: 3 clusters Score -2794434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2794518.000000 Penalty: 3348.639160
	Iteration 20F: 3 clusters Score -2794518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2794556.500000 Penalty: 3348.639160
	Iteration 21Q: 3 clusters Score -2794556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2794586.000000 Penalty: 3348.639160
	Iteration 22Q: 3 clusters Score -2794586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2794618.750000 Penalty: 3348.639160
	Iteration 23Q: 3 clusters Score -2794619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2794655.000000 Penalty: 3348.639160
	Iteration 24Q: 3 clusters Score -2794655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2794676.500000 Penalty: 3348.639160
	Iteration 25Q: 3 clusters Score -2794676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2794693.250000 Penalty: 3348.639160
	Iteration 26Q: 3 clusters Score -2794693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2794703.250000 Penalty: 3348.639160
	Iteration 27Q: 3 clusters Score -2794703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2794711.250000 Penalty: 3348.639160
	Iteration 28Q: 3 clusters Score -2794711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2794716.750000 Penalty: 3348.639160
	Iteration 29Q: 3 clusters Score -2794717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2794716.000000 Penalty: 3348.639160
	Iteration 30Q: 3 clusters Score -2794716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2794724.250000 Penalty: 3348.639160
	Iteration 31Q: 3 clusters Score -2794724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2794733.750000 Penalty: 3348.639160
	Iteration 32Q: 3 clusters Score -2794734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2794734.250000 Penalty: 3348.639160
	Iteration 33Q: 3 clusters Score -2794734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2794740.750000 Penalty: 3348.639160
	Iteration 34Q: 3 clusters Score -2794741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2794741.000000 Penalty: 3348.639160
	Iteration 35Q: 3 clusters Score -2794741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2794743.750000 Penalty: 3348.639160
	Iteration 36Q: 3 clusters Score -2794744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2794756.250000 Penalty: 3348.639160
	Iteration 37F: 3 clusters Score -2794756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2794770.250000 Penalty: 3348.639160
	Iteration 38Q: 3 clusters Score -2794770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2794780.500000 Penalty: 3348.639160
	Iteration 39Q: 3 clusters Score -2794780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2794788.000000 Penalty: 3348.639160
	Iteration 40F: 3 clusters Score -2794788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2794787.000000 Penalty: 3348.639160
	Iteration 41Q: 3 clusters Score -2794787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2794785.000000 Penalty: 3348.639160
	Iteration 42Q: 3 clusters Score -2794785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2794787.500000 Penalty: 3348.639160
	Iteration 43Q: 3 clusters Score -2794788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2794787.500000 Penalty: 3348.639160
	Iteration 44F: 3 clusters Score -2794788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Entering Unmasked Estep 
Score: -4409107.000000 Penalty: 1748.152222
	Iteration 0F: 2 clusters Score -4409107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4377816.500000 Penalty: 3496.304443
	Iteration 0F: 3 clusters Score -4377816 nChanged 21855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4390030.500000 Penalty: 3496.304443
	Iteration 1F: 3 clusters Score -4390030 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4390533.000000 Penalty: 3496.304443
	Iteration 2Q: 3 clusters Score -4390533 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4391276.000000 Penalty: 3496.304443
	Iteration 3Q: 3 clusters Score -4391276 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4392279.500000 Penalty: 3496.304443
	Iteration 4Q: 3 clusters Score -4392280 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4393828.500000 Penalty: 3496.304443
	Iteration 5F: 3 clusters Score -4393828 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4396271.500000 Penalty: 3496.304443
	Iteration 6F: 3 clusters Score -4396272 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -4399374.000000 Penalty: 3496.304443
	Iteration 7F: 3 clusters Score -4399374 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -4402324.000000 Penalty: 3496.304443
	Iteration 8F: 3 clusters Score -4402324 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4404506.000000 Penalty: 3496.304443
	Iteration 9F: 3 clusters Score -4404506 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4405881.000000 Penalty: 3496.304443
	Iteration 10Q: 3 clusters Score -4405881 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4406654.500000 Penalty: 3496.304443
	Iteration 11Q: 3 clusters Score -4406654 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4407128.000000 Penalty: 3496.304443
	Iteration 12Q: 3 clusters Score -4407128 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4407437.000000 Penalty: 3496.304443
	Iteration 13Q: 3 clusters Score -4407437 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4407644.500000 Penalty: 3496.304443
	Iteration 14Q: 3 clusters Score -4407644 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4407743.500000 Penalty: 3496.304443
	Iteration 15Q: 3 clusters Score -4407744 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4407809.000000 Penalty: 3496.304443
	Iteration 16Q: 3 clusters Score -4407809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4407839.500000 Penalty: 3496.304443
	Iteration 17Q: 3 clusters Score -4407840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4407863.500000 Penalty: 3496.304443
	Iteration 18Q: 3 clusters Score -4407864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4407867.500000 Penalty: 3496.304443
	Iteration 19Q: 3 clusters Score -4407868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4407892.500000 Penalty: 3496.304443
	Iteration 20F: 3 clusters Score -4407892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4407904.000000 Penalty: 3496.304443
	Iteration 21Q: 3 clusters Score -4407904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4407905.500000 Penalty: 3496.304443
	Iteration 22Q: 3 clusters Score -4407906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4407912.500000 Penalty: 3496.304443
	Iteration 23Q: 3 clusters Score -4407912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4407914.500000 Penalty: 3496.304443
	Iteration 24Q: 3 clusters Score -4407914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4407913.500000 Penalty: 3496.304443
	Iteration 25Q: 3 clusters Score -4407914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4407922.500000 Penalty: 3496.304443
	Iteration 26Q: 3 clusters Score -4407922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4407920.000000 Penalty: 3496.304443
	Iteration 27Q: 3 clusters Score -4407920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4407926.500000 Penalty: 3496.304443
	Iteration 28Q: 3 clusters Score -4407926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4407934.000000 Penalty: 3496.304443
	Iteration 29Q: 3 clusters Score -4407934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4407937.500000 Penalty: 3496.304443
	Iteration 30Q: 3 clusters Score -4407938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4407945.500000 Penalty: 3496.304443
	Iteration 31Q: 3 clusters Score -4407946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4407949.500000 Penalty: 3496.304443
	Iteration 32Q: 3 clusters Score -4407950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4407948.000000 Penalty: 3496.304443
	Iteration 33Q: 3 clusters Score -4407948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4407946.000000 Penalty: 3496.304443
	Iteration 34Q: 3 clusters Score -4407946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4407943.000000 Penalty: 3496.304443
	Iteration 35Q: 3 clusters Score -4407943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4407945.000000 Penalty: 3496.304443
	Iteration 36Q: 3 clusters Score -4407945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4407950.000000 Penalty: 3496.304443
	Iteration 37Q: 3 clusters Score -4407950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4407950.000000 Penalty: 3496.304443
	Iteration 38Q: 3 clusters Score -4407950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4407948.500000 Penalty: 3496.304443
	Iteration 39Q: 3 clusters Score -4407948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4407948.500000 Penalty: 3496.304443
	Iteration 40F: 3 clusters Score -4407948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Entering Unmasked Estep 
Score: -794581.750000 Penalty: 1470.290161
	Iteration 0F: 2 clusters Score -794581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -788312.000000 Penalty: 2940.580322
	Iteration 0F: 3 clusters Score -788312 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -790219.187500 Penalty: 2940.580322
	Iteration 1F: 3 clusters Score -790219.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -790492.937500 Penalty: 2940.580322
	Iteration 2F: 3 clusters Score -790492.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -790729.687500 Penalty: 2940.580322
	Iteration 3F: 3 clusters Score -790729.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -790950.250000 Penalty: 2940.580322
	Iteration 4F: 3 clusters Score -790950.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -791136.125000 Penalty: 2940.580322
	Iteration 5Q: 3 clusters Score -791136.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -791286.062500 Penalty: 2940.580322
	Iteration 6Q: 3 clusters Score -791286.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -791419.937500 Penalty: 2940.580322
	Iteration 7Q: 3 clusters Score -791419.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -791580.937500 Penalty: 2940.580322
	Iteration 8Q: 3 clusters Score -791580.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -791771.687500 Penalty: 2940.580322
	Iteration 9Q: 3 clusters Score -791771.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -791958.562500 Penalty: 2940.580322
	Iteration 10Q: 3 clusters Score -791958.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -792175.437500 Penalty: 2940.580322
	Iteration 11Q: 3 clusters Score -792175.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -792397.187500 Penalty: 2940.580322
	Iteration 12Q: 3 clusters Score -792397.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -792624.312500 Penalty: 2940.580322
	Iteration 13Q: 3 clusters Score -792624.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -792801.687500 Penalty: 2940.580322
	Iteration 14Q: 3 clusters Score -792801.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -792916.500000 Penalty: 2940.580322
	Iteration 15Q: 3 clusters Score -792916.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -792977.187500 Penalty: 2940.580322
	Iteration 16Q: 3 clusters Score -792977.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -793019.687500 Penalty: 2940.580322
	Iteration 17Q: 3 clusters Score -793019.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -793062.625000 Penalty: 2940.580322
	Iteration 18Q: 3 clusters Score -793062.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -793091.250000 Penalty: 2940.580322
	Iteration 19Q: 3 clusters Score -793091.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -793112.375000 Penalty: 2940.580322
	Iteration 20F: 3 clusters Score -793112.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -793125.812500 Penalty: 2940.580322
	Iteration 21Q: 3 clusters Score -793125.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -793136.500000 Penalty: 2940.580322
	Iteration 22Q: 3 clusters Score -793136.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -793152.625000 Penalty: 2940.580322
	Iteration 23Q: 3 clusters Score -793152.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -793165.250000 Penalty: 2940.580322
	Iteration 24Q: 3 clusters Score -793165.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -793173.000000 Penalty: 2940.580322
	Iteration 25Q: 3 clusters Score -793173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -793181.625000 Penalty: 2940.580322
	Iteration 26Q: 3 clusters Score -793181.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -793192.750000 Penalty: 2940.580322
	Iteration 27Q: 3 clusters Score -793192.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -793204.125000 Penalty: 2940.580322
	Iteration 28Q: 3 clusters Score -793204.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -793213.875000 Penalty: 2940.580322
	Iteration 29Q: 3 clusters Score -793213.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -793220.625000 Penalty: 2940.580322
	Iteration 30Q: 3 clusters Score -793220.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -793232.687500 Penalty: 2940.580322
	Iteration 31Q: 3 clusters Score -793232.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -793241.187500 Penalty: 2940.580322
	Iteration 32Q: 3 clusters Score -793241.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -793250.062500 Penalty: 2940.580322
	Iteration 33Q: 3 clusters Score -793250.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -793255.812500 Penalty: 2940.580322
	Iteration 34Q: 3 clusters Score -793255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -793257.875000 Penalty: 2940.580322
	Iteration 35Q: 3 clusters Score -793257.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -793261.500000 Penalty: 2940.580322
	Iteration 36Q: 3 clusters Score -793261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -793263.312500 Penalty: 2940.580322
	Iteration 37Q: 3 clusters Score -793263.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -793267.625000 Penalty: 2940.580322
	Iteration 38Q: 3 clusters Score -793267.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -793270.187500 Penalty: 2940.580322
	Iteration 39Q: 3 clusters Score -793270.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -793269.500000 Penalty: 2940.580322
	Iteration 40F: 3 clusters Score -793269.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -793274.125000 Penalty: 2940.580322
	Iteration 41Q: 3 clusters Score -793274.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -793277.500000 Penalty: 2940.580322
	Iteration 42Q: 3 clusters Score -793277.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -793283.250000 Penalty: 2940.580322
	Iteration 43Q: 3 clusters Score -793283.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -793285.000000 Penalty: 2940.580322
	Iteration 44Q: 3 clusters Score -793285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -793288.187500 Penalty: 2940.580322
	Iteration 45Q: 3 clusters Score -793288.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -793296.437500 Penalty: 2940.580322
	Iteration 46Q: 3 clusters Score -793296.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -793299.250000 Penalty: 2940.580322
	Iteration 47Q: 3 clusters Score -793299.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -793300.250000 Penalty: 2940.580322
	Iteration 48Q: 3 clusters Score -793300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -793302.187500 Penalty: 2940.580322
	Iteration 49Q: 3 clusters Score -793302.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -793305.437500 Penalty: 2940.580322
	Iteration 50Q: 3 clusters Score -793305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -793308.250000 Penalty: 2940.580322
	Iteration 51Q: 3 clusters Score -793308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -793308.312500 Penalty: 2940.580322
	Iteration 52Q: 3 clusters Score -793308.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -793312.625000 Penalty: 2940.580322
	Iteration 53Q: 3 clusters Score -793312.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -793316.250000 Penalty: 2940.580322
	Iteration 54Q: 3 clusters Score -793316.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -793319.000000 Penalty: 2940.580322
	Iteration 55Q: 3 clusters Score -793319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -793322.437500 Penalty: 2940.580322
	Iteration 56Q: 3 clusters Score -793322.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -793323.375000 Penalty: 2940.580322
	Iteration 57Q: 3 clusters Score -793323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -793326.312500 Penalty: 2940.580322
	Iteration 58Q: 3 clusters Score -793326.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -793328.812500 Penalty: 2940.580322
	Iteration 59Q: 3 clusters Score -793328.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -793332.937500 Penalty: 2940.580322
	Iteration 60F: 3 clusters Score -793332.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -793337.687500 Penalty: 2940.580322
	Iteration 61Q: 3 clusters Score -793337.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -793339.250000 Penalty: 2940.580322
	Iteration 62Q: 3 clusters Score -793339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -793342.625000 Penalty: 2940.580322
	Iteration 63Q: 3 clusters Score -793342.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -793347.000000 Penalty: 2940.580322
	Iteration 64Q: 3 clusters Score -793347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -793348.500000 Penalty: 2940.580322
	Iteration 65Q: 3 clusters Score -793348.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -793350.687500 Penalty: 2940.580322
	Iteration 66Q: 3 clusters Score -793350.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -793352.875000 Penalty: 2940.580322
	Iteration 67Q: 3 clusters Score -793352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -793354.000000 Penalty: 2940.580322
	Iteration 68Q: 3 clusters Score -793354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -793354.562500 Penalty: 2940.580322
	Iteration 69Q: 3 clusters Score -793354.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -793355.375000 Penalty: 2940.580322
	Iteration 70Q: 3 clusters Score -793355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -793354.125000 Penalty: 2940.580322
	Iteration 71Q: 3 clusters Score -793354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -793354.125000 Penalty: 2940.580322
	Iteration 72F: 3 clusters Score -793354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Entering Unmasked Estep 
Score: -3589322.750000 Penalty: 1715.666260
	Iteration 0F: 2 clusters Score -3589323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3563578.750000 Penalty: 3431.332520
	Iteration 0F: 3 clusters Score -3563579 nChanged 17903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3573708.250000 Penalty: 3431.332520
	Iteration 1F: 3 clusters Score -3573708 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3574527.250000 Penalty: 3431.332520
	Iteration 2F: 3 clusters Score -3574527 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3575707.000000 Penalty: 3431.332520
	Iteration 3F: 3 clusters Score -3575707 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3577526.250000 Penalty: 3431.332520
	Iteration 4F: 3 clusters Score -3577526 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3579997.750000 Penalty: 3431.332520
	Iteration 5F: 3 clusters Score -3579998 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3582779.000000 Penalty: 3431.332520
	Iteration 6F: 3 clusters Score -3582779 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3585112.750000 Penalty: 3431.332520
	Iteration 7F: 3 clusters Score -3585113 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3586523.500000 Penalty: 3431.332520
	Iteration 8Q: 3 clusters Score -3586524 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3587183.000000 Penalty: 3431.332520
	Iteration 9Q: 3 clusters Score -3587183 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3587479.000000 Penalty: 3431.332520
	Iteration 10Q: 3 clusters Score -3587479 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3587621.500000 Penalty: 3431.332520
	Iteration 11Q: 3 clusters Score -3587622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3587690.000000 Penalty: 3431.332520
	Iteration 12Q: 3 clusters Score -3587690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3587751.250000 Penalty: 3431.332520
	Iteration 13Q: 3 clusters Score -3587751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3587785.500000 Penalty: 3431.332520
	Iteration 14Q: 3 clusters Score -3587786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3587814.000000 Penalty: 3431.332520
	Iteration 15Q: 3 clusters Score -3587814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3587838.250000 Penalty: 3431.332520
	Iteration 16Q: 3 clusters Score -3587838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3587860.750000 Penalty: 3431.332520
	Iteration 17Q: 3 clusters Score -3587861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3587873.250000 Penalty: 3431.332520
	Iteration 18Q: 3 clusters Score -3587873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3587889.250000 Penalty: 3431.332520
	Iteration 19Q: 3 clusters Score -3587889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3587891.500000 Penalty: 3431.332520
	Iteration 20F: 3 clusters Score -3587892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3587897.750000 Penalty: 3431.332520
	Iteration 21Q: 3 clusters Score -3587898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3587910.500000 Penalty: 3431.332520
	Iteration 22Q: 3 clusters Score -3587910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3587914.500000 Penalty: 3431.332520
	Iteration 23Q: 3 clusters Score -3587914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3587919.750000 Penalty: 3431.332520
	Iteration 24Q: 3 clusters Score -3587920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3587921.000000 Penalty: 3431.332520
	Iteration 25Q: 3 clusters Score -3587921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3587924.250000 Penalty: 3431.332520
	Iteration 26Q: 3 clusters Score -3587924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3587925.500000 Penalty: 3431.332520
	Iteration 27Q: 3 clusters Score -3587926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3587924.250000 Penalty: 3431.332520
	Iteration 28Q: 3 clusters Score -3587924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3587923.750000 Penalty: 3431.332520
	Iteration 29Q: 3 clusters Score -3587924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3587923.750000 Penalty: 3431.332520
	Iteration 30F: 3 clusters Score -3587924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Entering Unmasked Estep 
Score: -1822178.750000 Penalty: 1609.259766
	Iteration 0F: 2 clusters Score -1822179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1808525.375000 Penalty: 3218.519531
	Iteration 0F: 3 clusters Score -1808525 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1813422.125000 Penalty: 3218.519531
	Iteration 1F: 3 clusters Score -1813422 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1813654.375000 Penalty: 3218.519531
	Iteration 2Q: 3 clusters Score -1813654 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1813868.125000 Penalty: 3218.519531
	Iteration 3Q: 3 clusters Score -1813868 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1814081.250000 Penalty: 3218.519531
	Iteration 4Q: 3 clusters Score -1814081 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1814311.750000 Penalty: 3218.519531
	Iteration 5Q: 3 clusters Score -1814312 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1814569.625000 Penalty: 3218.519531
	Iteration 6Q: 3 clusters Score -1814570 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1814919.000000 Penalty: 3218.519531
	Iteration 7Q: 3 clusters Score -1814919 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1815411.500000 Penalty: 3218.519531
	Iteration 8Q: 3 clusters Score -1815412 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1816131.500000 Penalty: 3218.519531
	Iteration 9F: 3 clusters Score -1816132 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1817000.500000 Penalty: 3218.519531
	Iteration 10F: 3 clusters Score -1817000 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1817760.750000 Penalty: 3218.519531
	Iteration 11F: 3 clusters Score -1817761 nChanged 927
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Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10962 members 
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Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11161 members 
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Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11392 members 
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Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 11621 members 
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Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11868 members 
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Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 12126 members 
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Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12393 members 
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Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1819766 nChanged 323
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Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12896 members 
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Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 13110 members 
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	Iteration 22Q: 3 clusters Score -1820005 nChanged 224
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Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 13302 members 
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	Iteration 23Q: 3 clusters Score -1820086 nChanged 170
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Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1820129 nChanged 146
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Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 13580 members 
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	Iteration 25Q: 3 clusters Score -1820165 nChanged 133
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Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 13703 members 
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	Iteration 26Q: 3 clusters Score -1820203 nChanged 153
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Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1820233 nChanged 149
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Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 13985 members 
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	Iteration 28Q: 3 clusters Score -1820277 nChanged 137
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Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 14120 members 
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	Iteration 29Q: 3 clusters Score -1820308 nChanged 118
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1820330 nChanged 127
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Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 14361 members 
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	Iteration 31Q: 3 clusters Score -1820372 nChanged 124
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Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14485 members 
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	Iteration 32Q: 3 clusters Score -1820398 nChanged 103
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 14586 members 
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	Iteration 33Q: 3 clusters Score -1820416 nChanged 94
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Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 14680 members 
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	Iteration 34Q: 3 clusters Score -1820440 nChanged 84
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Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14764 members 
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	Iteration 35Q: 3 clusters Score -1820446 nChanged 87
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Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 14851 members 
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	Iteration 36Q: 3 clusters Score -1820461 nChanged 84
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Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 14935 members 
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	Iteration 37Q: 3 clusters Score -1820469 nChanged 75
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Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 15010 members 
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	Iteration 38Q: 3 clusters Score -1820485 nChanged 68
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Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 15078 members 
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	Iteration 39Q: 3 clusters Score -1820498 nChanged 72
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Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 15150 members 
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	Iteration 40F: 3 clusters Score -1820509 nChanged 59
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Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 15209 members 
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	Iteration 41Q: 3 clusters Score -1820509 nChanged 58
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Mstep: Class 1 contains 4726 members 
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	Iteration 42Q: 3 clusters Score -1820523 nChanged 64
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Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15331 members 
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	Iteration 43Q: 3 clusters Score -1820532 nChanged 56
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Mstep: Class 1 contains 4606 members 
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	Iteration 44Q: 3 clusters Score -1820543 nChanged 47
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Mstep: Class 1 contains 4559 members 
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Mstep: Class 1 contains 4521 members 
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Mstep: Class 1 contains 4485 members 
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	Iteration 48Q: 3 clusters Score -1820561 nChanged 55
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Mstep: Class 1 contains 4391 members 
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	Iteration 49Q: 3 clusters Score -1820577 nChanged 50
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Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15652 members 
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	Iteration 50Q: 3 clusters Score -1820583 nChanged 51
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Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1820583 nChanged 40
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Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 15766 members 
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	Iteration 53Q: 3 clusters Score -1820596 nChanged 26
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Mstep: Class 1 contains 4201 members 
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	Iteration 54Q: 3 clusters Score -1820598 nChanged 25
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Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 15817 members 
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Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15846 members 
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	Iteration 56Q: 3 clusters Score -1820603 nChanged 17
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Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 15863 members 
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	Iteration 57Q: 3 clusters Score -1820604 nChanged 14
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Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 15877 members 
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	Iteration 58Q: 3 clusters Score -1820611 nChanged 14
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Mstep: Class 1 contains 4102 members 
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	Iteration 59Q: 3 clusters Score -1820609 nChanged 12
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Mstep: Class 1 contains 4090 members 
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	Iteration 60F: 3 clusters Score -1820611 nChanged 11
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Mstep: Class 1 contains 4079 members 
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	Iteration 61Q: 3 clusters Score -1820611 nChanged 7
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Mstep: Class 1 contains 4072 members 
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	Iteration 62Q: 3 clusters Score -1820610 nChanged 16
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Mstep: Class 1 contains 4056 members 
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	Iteration 63Q: 3 clusters Score -1820616 nChanged 19
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Mstep: Class 1 contains 4037 members 
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	Iteration 64Q: 3 clusters Score -1820613 nChanged 13
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Mstep: Class 1 contains 4024 members 
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	Iteration 65Q: 3 clusters Score -1820614 nChanged 16
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Mstep: Class 1 contains 4008 members 
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	Iteration 66Q: 3 clusters Score -1820614 nChanged 29
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Mstep: Class 1 contains 3979 members 
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	Iteration 67Q: 3 clusters Score -1820620 nChanged 25
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Mstep: Class 1 contains 3954 members 
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	Iteration 68Q: 3 clusters Score -1820629 nChanged 23
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Mstep: Class 1 contains 3931 members 
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	Iteration 69Q: 3 clusters Score -1820628 nChanged 27
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Mstep: Class 1 contains 3904 members 
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	Iteration 70Q: 3 clusters Score -1820632 nChanged 32
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Mstep: Class 1 contains 3872 members 
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	Iteration 71Q: 3 clusters Score -1820636 nChanged 35
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Mstep: Class 1 contains 3837 members 
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	Iteration 72Q: 3 clusters Score -1820646 nChanged 47
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Mstep: Class 1 contains 3790 members 
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	Iteration 73Q: 3 clusters Score -1820652 nChanged 43
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Mstep: Class 1 contains 3747 members 
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	Iteration 74Q: 3 clusters Score -1820660 nChanged 46
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Mstep: Class 1 contains 3701 members 
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	Iteration 75Q: 3 clusters Score -1820665 nChanged 38
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Mstep: Class 1 contains 3663 members 
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	Iteration 76Q: 3 clusters Score -1820672 nChanged 41
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Mstep: Class 1 contains 3622 members 
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	Iteration 77Q: 3 clusters Score -1820679 nChanged 33
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Mstep: Class 1 contains 3589 members 
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	Iteration 78Q: 3 clusters Score -1820685 nChanged 37
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Mstep: Class 1 contains 3552 members 
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	Iteration 79Q: 3 clusters Score -1820688 nChanged 37
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Mstep: Class 1 contains 3515 members 
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	Iteration 80F: 3 clusters Score -1820693 nChanged 38
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Mstep: Class 1 contains 3477 members 
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	Iteration 81Q: 3 clusters Score -1820699 nChanged 31
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	Iteration 82Q: 3 clusters Score -1820700 nChanged 21
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	Iteration 83Q: 3 clusters Score -1820702 nChanged 18
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Mstep: Class 1 contains 3407 members 
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	Iteration 84Q: 3 clusters Score -1820705 nChanged 23
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Mstep: Class 1 contains 3384 members 
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	Iteration 85Q: 3 clusters Score -1820711 nChanged 17
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Mstep: Class 1 contains 3367 members 
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	Iteration 86Q: 3 clusters Score -1820716 nChanged 18
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Mstep: Class 1 contains 3349 members 
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	Iteration 87Q: 3 clusters Score -1820720 nChanged 12
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	Iteration 88Q: 3 clusters Score -1820720 nChanged 12
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	Iteration 89Q: 3 clusters Score -1820726 nChanged 8
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	Iteration 90Q: 3 clusters Score -1820730 nChanged 2
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	Iteration 91Q: 3 clusters Score -1820729 nChanged 3
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Mstep: Class 1 contains 3314 members 
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	Iteration 92Q: 3 clusters Score -1820727 nChanged 5
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	Iteration 93Q: 3 clusters Score -1820726 nChanged 6
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	Iteration 94Q: 3 clusters Score -1820725 nChanged 5
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	Iteration 95Q: 3 clusters Score -1820724 nChanged 8
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	Iteration 96Q: 3 clusters Score -1820722 nChanged 3
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	Iteration 97Q: 3 clusters Score -1820724 nChanged 1
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	Iteration 99Q: 3 clusters Score -1820722 nChanged 2
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	Iteration 100F: 3 clusters Score -1820723 nChanged 3
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	Iteration 101Q: 3 clusters Score -1820723 nChanged 3
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	Iteration 102Q: 3 clusters Score -1820725 nChanged 1
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	Iteration 103Q: 3 clusters Score -1820725 nChanged 2
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Entering Unmasked Estep 
Score: -1820723.625000 Penalty: 3218.519531
	Iteration 104Q: 3 clusters Score -1820724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1820723.625000 Penalty: 3218.519531
	Iteration 105F: 3 clusters Score -1820724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Entering Unmasked Estep 
Score: -4527738.500000 Penalty: 1753.595703
	Iteration 0F: 2 clusters Score -4527738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4495545.500000 Penalty: 3507.191406
	Iteration 0F: 3 clusters Score -4495546 nChanged 22658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -4508233.000000 Penalty: 3507.191406
	Iteration 1F: 3 clusters Score -4508233 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4508691.000000 Penalty: 3507.191406
	Iteration 2Q: 3 clusters Score -4508691 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4509258.000000 Penalty: 3507.191406
	Iteration 3Q: 3 clusters Score -4509258 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4509878.000000 Penalty: 3507.191406
	Iteration 4Q: 3 clusters Score -4509878 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -4510732.500000 Penalty: 3507.191406
	Iteration 5Q: 3 clusters Score -4510732 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4511952.500000 Penalty: 3507.191406
	Iteration 6F: 3 clusters Score -4511952 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4513757.500000 Penalty: 3507.191406
	Iteration 7F: 3 clusters Score -4513758 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4516392.000000 Penalty: 3507.191406
	Iteration 8F: 3 clusters Score -4516392 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -4519651.500000 Penalty: 3507.191406
	Iteration 9F: 3 clusters Score -4519652 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -4522697.500000 Penalty: 3507.191406
	Iteration 10F: 3 clusters Score -4522698 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -4524774.000000 Penalty: 3507.191406
	Iteration 11Q: 3 clusters Score -4524774 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -4525869.500000 Penalty: 3507.191406
	Iteration 12Q: 3 clusters Score -4525870 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -4526357.000000 Penalty: 3507.191406
	Iteration 13Q: 3 clusters Score -4526357 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -4526599.500000 Penalty: 3507.191406
	Iteration 14Q: 3 clusters Score -4526600 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -4526717.000000 Penalty: 3507.191406
	Iteration 15Q: 3 clusters Score -4526717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -4526787.000000 Penalty: 3507.191406
	Iteration 16Q: 3 clusters Score -4526787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -4526822.500000 Penalty: 3507.191406
	Iteration 17Q: 3 clusters Score -4526822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -4526858.500000 Penalty: 3507.191406
	Iteration 18Q: 3 clusters Score -4526858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -4526884.000000 Penalty: 3507.191406
	Iteration 19Q: 3 clusters Score -4526884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -4526900.500000 Penalty: 3507.191406
	Iteration 20F: 3 clusters Score -4526900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -4526921.000000 Penalty: 3507.191406
	Iteration 21Q: 3 clusters Score -4526921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -4526931.000000 Penalty: 3507.191406
	Iteration 22Q: 3 clusters Score -4526931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -4526933.500000 Penalty: 3507.191406
	Iteration 23Q: 3 clusters Score -4526934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -4526940.500000 Penalty: 3507.191406
	Iteration 24Q: 3 clusters Score -4526940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -4526938.000000 Penalty: 3507.191406
	Iteration 25Q: 3 clusters Score -4526938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -4526938.000000 Penalty: 3507.191406
	Iteration 26F: 3 clusters Score -4526938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304827 members 
Entering Unmasked Estep 
Score: -27922814.000000 Penalty: 2051.968750
	Iteration 0F: 2 clusters Score -2.792281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 152624 members 
Entering Unmasked Estep 
Score: -27721996.000000 Penalty: 4103.937500
	Iteration 0F: 3 clusters Score -2.7722e+07 nChanged 148795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 158513 members 
Entering Unmasked Estep 
Score: -27812112.000000 Penalty: 4103.937500
	Iteration 1F: 3 clusters Score -2.781211e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 161716 members 
Entering Unmasked Estep 
Score: -27814368.000000 Penalty: 4103.937500
	Iteration 2Q: 3 clusters Score -2.781437e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138428 members 
Mstep: Class 2 contains 166399 members 
Entering Unmasked Estep 
Score: -27817982.000000 Penalty: 4103.937500
	Iteration 3Q: 3 clusters Score -2.781798e+07 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131721 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -27824004.000000 Penalty: 4103.937500
	Iteration 4Q: 3 clusters Score -2.7824e+07 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123102 members 
Mstep: Class 2 contains 181725 members 
Entering Unmasked Estep 
Score: -27834280.000000 Penalty: 4103.937500
	Iteration 5F: 3 clusters Score -2.783428e+07 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 190674 members 
Entering Unmasked Estep 
Score: -27849198.000000 Penalty: 4103.937500
	Iteration 6F: 3 clusters Score -2.78492e+07 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 198024 members 
Entering Unmasked Estep 
Score: -27865306.000000 Penalty: 4103.937500
	Iteration 7F: 3 clusters Score -2.786531e+07 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102469 members 
Mstep: Class 2 contains 202358 members 
Entering Unmasked Estep 
Score: -27875442.000000 Penalty: 4103.937500
	Iteration 8F: 3 clusters Score -2.787544e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 204996 members 
Entering Unmasked Estep 
Score: -27878994.000000 Penalty: 4103.937500
	Iteration 9Q: 3 clusters Score -2.787899e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 207176 members 
Entering Unmasked Estep 
Score: -27880274.000000 Penalty: 4103.937500
	Iteration 10Q: 3 clusters Score -2.788027e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 209308 members 
Entering Unmasked Estep 
Score: -27881206.000000 Penalty: 4103.937500
	Iteration 11Q: 3 clusters Score -2.788121e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 211514 members 
Entering Unmasked Estep 
Score: -27882042.000000 Penalty: 4103.937500
	Iteration 12Q: 3 clusters Score -2.788204e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 213828 members 
Entering Unmasked Estep 
Score: -27882718.000000 Penalty: 4103.937500
	Iteration 13Q: 3 clusters Score -2.788272e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 216234 members 
Entering Unmasked Estep 
Score: -27883572.000000 Penalty: 4103.937500
	Iteration 14Q: 3 clusters Score -2.788357e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 218756 members 
Entering Unmasked Estep 
Score: -27884390.000000 Penalty: 4103.937500
	Iteration 15Q: 3 clusters Score -2.788439e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 221393 members 
Entering Unmasked Estep 
Score: -27885486.000000 Penalty: 4103.937500
	Iteration 16Q: 3 clusters Score -2.788549e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 224202 members 
Entering Unmasked Estep 
Score: -27886492.000000 Penalty: 4103.937500
	Iteration 17Q: 3 clusters Score -2.788649e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 227135 members 
Entering Unmasked Estep 
Score: -27887910.000000 Penalty: 4103.937500
	Iteration 18Q: 3 clusters Score -2.788791e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 230172 members 
Entering Unmasked Estep 
Score: -27889216.000000 Penalty: 4103.937500
	Iteration 19Q: 3 clusters Score -2.788922e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71438 members 
Mstep: Class 2 contains 233389 members 
Entering Unmasked Estep 
Score: -27890538.000000 Penalty: 4103.937500
	Iteration 20F: 3 clusters Score -2.789054e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 236634 members 
Entering Unmasked Estep 
Score: -27892050.000000 Penalty: 4103.937500
	Iteration 21Q: 3 clusters Score -2.789205e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 239911 members 
Entering Unmasked Estep 
Score: -27893622.000000 Penalty: 4103.937500
	Iteration 22Q: 3 clusters Score -2.789362e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 243242 members 
Entering Unmasked Estep 
Score: -27895260.000000 Penalty: 4103.937500
	Iteration 23Q: 3 clusters Score -2.789526e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 246620 members 
Entering Unmasked Estep 
Score: -27897068.000000 Penalty: 4103.937500
	Iteration 24Q: 3 clusters Score -2.789707e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 250107 members 
Entering Unmasked Estep 
Score: -27898968.000000 Penalty: 4103.937500
	Iteration 25Q: 3 clusters Score -2.789897e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 253439 members 
Entering Unmasked Estep 
Score: -27900974.000000 Penalty: 4103.937500
	Iteration 26Q: 3 clusters Score -2.790097e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 256795 members 
Entering Unmasked Estep 
Score: -27902870.000000 Penalty: 4103.937500
	Iteration 27Q: 3 clusters Score -2.790287e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 260056 members 
Entering Unmasked Estep 
Score: -27904864.000000 Penalty: 4103.937500
	Iteration 28Q: 3 clusters Score -2.790486e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 263376 members 
Entering Unmasked Estep 
Score: -27906968.000000 Penalty: 4103.937500
	Iteration 29Q: 3 clusters Score -2.790697e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 266641 members 
Entering Unmasked Estep 
Score: -27909124.000000 Penalty: 4103.937500
	Iteration 30Q: 3 clusters Score -2.790912e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 269607 members 
Entering Unmasked Estep 
Score: -27910994.000000 Penalty: 4103.937500
	Iteration 31Q: 3 clusters Score -2.791099e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 272349 members 
Entering Unmasked Estep 
Score: -27912736.000000 Penalty: 4103.937500
	Iteration 32Q: 3 clusters Score -2.791274e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 274865 members 
Entering Unmasked Estep 
Score: -27914402.000000 Penalty: 4103.937500
	Iteration 33Q: 3 clusters Score -2.79144e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 277190 members 
Entering Unmasked Estep 
Score: -27915806.000000 Penalty: 4103.937500
	Iteration 34Q: 3 clusters Score -2.791581e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 279257 members 
Entering Unmasked Estep 
Score: -27916988.000000 Penalty: 4103.937500
	Iteration 35Q: 3 clusters Score -2.791699e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 281139 members 
Entering Unmasked Estep 
Score: -27917798.000000 Penalty: 4103.937500
	Iteration 36Q: 3 clusters Score -2.79178e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 282820 members 
Entering Unmasked Estep 
Score: -27918470.000000 Penalty: 4103.937500
	Iteration 37Q: 3 clusters Score -2.791847e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 284243 members 
Entering Unmasked Estep 
Score: -27919116.000000 Penalty: 4103.937500
	Iteration 38Q: 3 clusters Score -2.791912e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 285497 members 
Entering Unmasked Estep 
Score: -27919480.000000 Penalty: 4103.937500
	Iteration 39Q: 3 clusters Score -2.791948e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 286653 members 
Entering Unmasked Estep 
Score: -27920122.000000 Penalty: 4103.937500
	Iteration 40F: 3 clusters Score -2.792012e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 287735 members 
Entering Unmasked Estep 
Score: -27920618.000000 Penalty: 4103.937500
	Iteration 41Q: 3 clusters Score -2.792062e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 288723 members 
Entering Unmasked Estep 
Score: -27921110.000000 Penalty: 4103.937500
	Iteration 42Q: 3 clusters Score -2.792111e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 289633 members 
Entering Unmasked Estep 
Score: -27921538.000000 Penalty: 4103.937500
	Iteration 43Q: 3 clusters Score -2.792154e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 290468 members 
Entering Unmasked Estep 
Score: -27921826.000000 Penalty: 4103.937500
	Iteration 44Q: 3 clusters Score -2.792183e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 291207 members 
Entering Unmasked Estep 
Score: -27922016.000000 Penalty: 4103.937500
	Iteration 45Q: 3 clusters Score -2.792202e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 291876 members 
Entering Unmasked Estep 
Score: -27922114.000000 Penalty: 4103.937500
	Iteration 46Q: 3 clusters Score -2.792211e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 292460 members 
Entering Unmasked Estep 
Score: -27922320.000000 Penalty: 4103.937500
	Iteration 47Q: 3 clusters Score -2.792232e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 292982 members 
Entering Unmasked Estep 
Score: -27922450.000000 Penalty: 4103.937500
	Iteration 48Q: 3 clusters Score -2.792245e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 293454 members 
Entering Unmasked Estep 
Score: -27922568.000000 Penalty: 4103.937500
	Iteration 49Q: 3 clusters Score -2.792257e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 293854 members 
Entering Unmasked Estep 
Score: -27922576.000000 Penalty: 4103.937500
	Iteration 50Q: 3 clusters Score -2.792258e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 294185 members 
Entering Unmasked Estep 
Score: -27922594.000000 Penalty: 4103.937500
	Iteration 51Q: 3 clusters Score -2.792259e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 294490 members 
Entering Unmasked Estep 
Score: -27922712.000000 Penalty: 4103.937500
	Iteration 52Q: 3 clusters Score -2.792271e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 294773 members 
Entering Unmasked Estep 
Score: -27922862.000000 Penalty: 4103.937500
	Iteration 53Q: 3 clusters Score -2.792286e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 294996 members 
Entering Unmasked Estep 
Score: -27922918.000000 Penalty: 4103.937500
	Iteration 54Q: 3 clusters Score -2.792292e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 295172 members 
Entering Unmasked Estep 
Score: -27922944.000000 Penalty: 4103.937500
	Iteration 55Q: 3 clusters Score -2.792294e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 295328 members 
Entering Unmasked Estep 
Score: -27922944.000000 Penalty: 4103.937500
	Iteration 56Q: 3 clusters Score -2.792294e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 295446 members 
Entering Unmasked Estep 
Score: -27922908.000000 Penalty: 4103.937500
	Iteration 57Q: 3 clusters Score -2.792291e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 295562 members 
Entering Unmasked Estep 
Score: -27922912.000000 Penalty: 4103.937500
	Iteration 58Q: 3 clusters Score -2.792291e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 295680 members 
Entering Unmasked Estep 
Score: -27922900.000000 Penalty: 4103.937500
	Iteration 59Q: 3 clusters Score -2.79229e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 295777 members 
Entering Unmasked Estep 
Score: -27922922.000000 Penalty: 4103.937500
	Iteration 60F: 3 clusters Score -2.792292e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 295877 members 
Entering Unmasked Estep 
Score: -27922880.000000 Penalty: 4103.937500
	Iteration 61Q: 3 clusters Score -2.792288e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 295961 members 
Entering Unmasked Estep 
Score: -27922902.000000 Penalty: 4103.937500
	Iteration 62Q: 3 clusters Score -2.79229e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 296021 members 
Entering Unmasked Estep 
Score: -27922904.000000 Penalty: 4103.937500
	Iteration 63Q: 3 clusters Score -2.79229e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 296086 members 
Entering Unmasked Estep 
Score: -27922902.000000 Penalty: 4103.937500
	Iteration 64Q: 3 clusters Score -2.79229e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 296143 members 
Entering Unmasked Estep 
Score: -27922938.000000 Penalty: 4103.937500
	Iteration 65Q: 3 clusters Score -2.792294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 296194 members 
Entering Unmasked Estep 
Score: -27922956.000000 Penalty: 4103.937500
	Iteration 66Q: 3 clusters Score -2.792296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 296235 members 
Entering Unmasked Estep 
Score: -27922970.000000 Penalty: 4103.937500
	Iteration 67Q: 3 clusters Score -2.792297e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 296274 members 
Entering Unmasked Estep 
Score: -27922988.000000 Penalty: 4103.937500
	Iteration 68Q: 3 clusters Score -2.792299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 296306 members 
Entering Unmasked Estep 
Score: -27922996.000000 Penalty: 4103.937500
	Iteration 69Q: 3 clusters Score -2.7923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 296338 members 
Entering Unmasked Estep 
Score: -27922952.000000 Penalty: 4103.937500
	Iteration 70Q: 3 clusters Score -2.792295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 296369 members 
Entering Unmasked Estep 
Score: -27922984.000000 Penalty: 4103.937500
	Iteration 71Q: 3 clusters Score -2.792298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 296402 members 
Entering Unmasked Estep 
Score: -27922966.000000 Penalty: 4103.937500
	Iteration 72Q: 3 clusters Score -2.792297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 296423 members 
Entering Unmasked Estep 
Score: -27922956.000000 Penalty: 4103.937500
	Iteration 73Q: 3 clusters Score -2.792296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 296450 members 
Entering Unmasked Estep 
Score: -27922954.000000 Penalty: 4103.937500
	Iteration 74Q: 3 clusters Score -2.792295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 296468 members 
Entering Unmasked Estep 
Score: -27922984.000000 Penalty: 4103.937500
	Iteration 75Q: 3 clusters Score -2.792298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 296486 members 
Entering Unmasked Estep 
Score: -27922974.000000 Penalty: 4103.937500
	Iteration 76Q: 3 clusters Score -2.792297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 296502 members 
Entering Unmasked Estep 
Score: -27923010.000000 Penalty: 4103.937500
	Iteration 77Q: 3 clusters Score -2.792301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 296519 members 
Entering Unmasked Estep 
Score: -27923028.000000 Penalty: 4103.937500
	Iteration 78Q: 3 clusters Score -2.792303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 296533 members 
Entering Unmasked Estep 
Score: -27923020.000000 Penalty: 4103.937500
	Iteration 79Q: 3 clusters Score -2.792302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 296551 members 
Entering Unmasked Estep 
Score: -27923042.000000 Penalty: 4103.937500
	Iteration 80F: 3 clusters Score -2.792304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 296566 members 
Entering Unmasked Estep 
Score: -27923054.000000 Penalty: 4103.937500
	Iteration 81Q: 3 clusters Score -2.792305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 296581 members 
Entering Unmasked Estep 
Score: -27923056.000000 Penalty: 4103.937500
	Iteration 82Q: 3 clusters Score -2.792306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 296598 members 
Entering Unmasked Estep 
Score: -27923040.000000 Penalty: 4103.937500
	Iteration 83Q: 3 clusters Score -2.792304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 296616 members 
Entering Unmasked Estep 
Score: -27923038.000000 Penalty: 4103.937500
	Iteration 84Q: 3 clusters Score -2.792304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 296632 members 
Entering Unmasked Estep 
Score: -27923036.000000 Penalty: 4103.937500
	Iteration 85Q: 3 clusters Score -2.792304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 296649 members 
Entering Unmasked Estep 
Score: -27923056.000000 Penalty: 4103.937500
	Iteration 86Q: 3 clusters Score -2.792306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 296660 members 
Entering Unmasked Estep 
Score: -27923034.000000 Penalty: 4103.937500
	Iteration 87Q: 3 clusters Score -2.792303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 296677 members 
Entering Unmasked Estep 
Score: -27923052.000000 Penalty: 4103.937500
	Iteration 88Q: 3 clusters Score -2.792305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 296693 members 
Entering Unmasked Estep 
Score: -27923068.000000 Penalty: 4103.937500
	Iteration 89Q: 3 clusters Score -2.792307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 296707 members 
Entering Unmasked Estep 
Score: -27923086.000000 Penalty: 4103.937500
	Iteration 90Q: 3 clusters Score -2.792309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 296726 members 
Entering Unmasked Estep 
Score: -27923076.000000 Penalty: 4103.937500
	Iteration 91Q: 3 clusters Score -2.792308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 296736 members 
Entering Unmasked Estep 
Score: -27923062.000000 Penalty: 4103.937500
	Iteration 92Q: 3 clusters Score -2.792306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 296744 members 
Entering Unmasked Estep 
Score: -27923070.000000 Penalty: 4103.937500
	Iteration 93Q: 3 clusters Score -2.792307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 296759 members 
Entering Unmasked Estep 
Score: -27923074.000000 Penalty: 4103.937500
	Iteration 94Q: 3 clusters Score -2.792307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 296774 members 
Entering Unmasked Estep 
Score: -27923086.000000 Penalty: 4103.937500
	Iteration 95Q: 3 clusters Score -2.792309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 296789 members 
Entering Unmasked Estep 
Score: -27923092.000000 Penalty: 4103.937500
	Iteration 96Q: 3 clusters Score -2.792309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 296807 members 
Entering Unmasked Estep 
Score: -27923102.000000 Penalty: 4103.937500
	Iteration 97Q: 3 clusters Score -2.79231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 296815 members 
Entering Unmasked Estep 
Score: -27923090.000000 Penalty: 4103.937500
	Iteration 98Q: 3 clusters Score -2.792309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 296824 members 
Entering Unmasked Estep 
Score: -27923110.000000 Penalty: 4103.937500
	Iteration 99Q: 3 clusters Score -2.792311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 296834 members 
Entering Unmasked Estep 
Score: -27923104.000000 Penalty: 4103.937500
	Iteration 100F: 3 clusters Score -2.79231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 296843 members 
Entering Unmasked Estep 
Score: -27923120.000000 Penalty: 4103.937500
	Iteration 101Q: 3 clusters Score -2.792312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 296853 members 
Entering Unmasked Estep 
Score: -27923122.000000 Penalty: 4103.937500
	Iteration 102Q: 3 clusters Score -2.792312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 296861 members 
Entering Unmasked Estep 
Score: -27923110.000000 Penalty: 4103.937500
	Iteration 103Q: 3 clusters Score -2.792311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 296870 members 
Entering Unmasked Estep 
Score: -27923106.000000 Penalty: 4103.937500
	Iteration 104Q: 3 clusters Score -2.792311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 296876 members 
Entering Unmasked Estep 
Score: -27923094.000000 Penalty: 4103.937500
	Iteration 105Q: 3 clusters Score -2.792309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 296882 members 
Entering Unmasked Estep 
Score: -27923106.000000 Penalty: 4103.937500
	Iteration 106Q: 3 clusters Score -2.792311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 296886 members 
Entering Unmasked Estep 
Score: -27923114.000000 Penalty: 4103.937500
	Iteration 107Q: 3 clusters Score -2.792311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 296888 members 
Entering Unmasked Estep 
Score: -27923124.000000 Penalty: 4103.937500
	Iteration 108Q: 3 clusters Score -2.792312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 296894 members 
Entering Unmasked Estep 
Score: -27923112.000000 Penalty: 4103.937500
	Iteration 109Q: 3 clusters Score -2.792311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 296903 members 
Entering Unmasked Estep 
Score: -27923096.000000 Penalty: 4103.937500
	Iteration 110Q: 3 clusters Score -2.79231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 296914 members 
Entering Unmasked Estep 
Score: -27923112.000000 Penalty: 4103.937500
	Iteration 111Q: 3 clusters Score -2.792311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 296923 members 
Entering Unmasked Estep 
Score: -27923092.000000 Penalty: 4103.937500
	Iteration 112Q: 3 clusters Score -2.792309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 296930 members 
Entering Unmasked Estep 
Score: -27923118.000000 Penalty: 4103.937500
	Iteration 113Q: 3 clusters Score -2.792312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 296937 members 
Entering Unmasked Estep 
Score: -27923130.000000 Penalty: 4103.937500
	Iteration 114Q: 3 clusters Score -2.792313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 296940 members 
Entering Unmasked Estep 
Score: -27923122.000000 Penalty: 4103.937500
	Iteration 115Q: 3 clusters Score -2.792312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 296942 members 
Entering Unmasked Estep 
Score: -27923136.000000 Penalty: 4103.937500
	Iteration 116Q: 3 clusters Score -2.792314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 296944 members 
Entering Unmasked Estep 
Score: -27923132.000000 Penalty: 4103.937500
	Iteration 117Q: 3 clusters Score -2.792313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 296946 members 
Entering Unmasked Estep 
Score: -27923120.000000 Penalty: 4103.937500
	Iteration 118Q: 3 clusters Score -2.792312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 296947 members 
Entering Unmasked Estep 
Score: -27923124.000000 Penalty: 4103.937500
	Iteration 119Q: 3 clusters Score -2.792312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 296947 members 
Entering Unmasked Estep 
Score: -27923124.000000 Penalty: 4103.937500
	Iteration 120F: 3 clusters Score -2.792312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 296947 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 52026 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 9 contains 38393 members 
Mstep: Class 10 contains 29837 members 
Mstep: Class 13 contains 46998 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 38482 members 
Mstep: Class 17 contains 19993 members 
Mstep: Class 18 contains 48599 members 
Mstep: Class 19 contains 7880 members 
Entering Unmasked Estep 
Score: -54553876.000000 Penalty: 28115.259766
Splitting cluster 19 changes total score from -54555868.000000 to -54553876.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 52026 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 9 contains 38393 members 
Mstep: Class 10 contains 29837 members 
Mstep: Class 13 contains 46998 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 38482 members 
Mstep: Class 17 contains 19993 members 
Mstep: Class 18 contains 48599 members 
Mstep: Class 19 contains 304827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54555136.000000 Penalty: 25952.548828
Iteration 39Q: 13 clusters Score -5.455514e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1691 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 50151 members 
Mstep: Class 8 contains 11566 members 
Mstep: Class 9 contains 37998 members 
Mstep: Class 10 contains 27986 members 
Mstep: Class 13 contains 46893 members 
Mstep: Class 14 contains 8201 members 
Mstep: Class 15 contains 37824 members 
Mstep: Class 17 contains 20252 members 
Mstep: Class 18 contains 47302 members 
Mstep: Class 19 contains 311205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1742.772339 but Gain 2162.712891
Score: -54555488.000000 Penalty: 23789.835938
Iteration 40F: 12 clusters Score -5.455549e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1672 members 
Mstep: Class 7 contains 47817 members 
Mstep: Class 8 contains 11228 members 
Mstep: Class 9 contains 37772 members 
Mstep: Class 10 contains 25729 members 
Mstep: Class 13 contains 47026 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 37078 members 
Mstep: Class 17 contains 21143 members 
Mstep: Class 18 contains 45804 members 
Mstep: Class 19 contains 319363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54554848.000000 Penalty: 23789.835938
Iteration 41Q: 12 clusters Score -5.455485e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 7 contains 45092 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 37806 members 
Mstep: Class 10 contains 23495 members 
Mstep: Class 13 contains 47491 members 
Mstep: Class 14 contains 7929 members 
Mstep: Class 15 contains 36450 members 
Mstep: Class 17 contains 21800 members 
Mstep: Class 18 contains 44434 members 
Mstep: Class 19 contains 325646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54552452.000000 Penalty: 23789.835938
Iteration 42Q: 12 clusters Score -5.455245e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 7 contains 42364 members 
Mstep: Class 8 contains 10413 members 
Mstep: Class 9 contains 38038 members 
Mstep: Class 10 contains 21435 members 
Mstep: Class 13 contains 48082 members 
Mstep: Class 14 contains 8078 members 
Mstep: Class 15 contains 35979 members 
Mstep: Class 17 contains 22358 members 
Mstep: Class 18 contains 43206 members 
Mstep: Class 19 contains 330983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549052.000000 Penalty: 23789.835938
Iteration 43Q: 12 clusters Score -5.454905e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 7 contains 39800 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 38411 members 
Mstep: Class 10 contains 19619 members 
Mstep: Class 13 contains 48808 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 35657 members 
Mstep: Class 17 contains 22858 members 
Mstep: Class 18 contains 42096 members 
Mstep: Class 19 contains 335235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545868.000000 Penalty: 23789.835938
Iteration 44Q: 12 clusters Score -5.454587e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 7 contains 37525 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 38898 members 
Mstep: Class 10 contains 18114 members 
Mstep: Class 13 contains 49598 members 
Mstep: Class 14 contains 8805 members 
Mstep: Class 15 contains 35476 members 
Mstep: Class 17 contains 23308 members 
Mstep: Class 18 contains 41208 members 
Mstep: Class 19 contains 338246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542764.000000 Penalty: 23789.835938
Iteration 45Q: 12 clusters Score -5.454276e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 7 contains 35517 members 
Mstep: Class 8 contains 9463 members 
Mstep: Class 9 contains 39471 members 
Mstep: Class 10 contains 16919 members 
Mstep: Class 13 contains 50503 members 
Mstep: Class 14 contains 9343 members 
Mstep: Class 15 contains 35411 members 
Mstep: Class 17 contains 23722 members 
Mstep: Class 18 contains 40512 members 
Mstep: Class 19 contains 340086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540452.000000 Penalty: 23789.835938
Iteration 46Q: 12 clusters Score -5.454045e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 7 contains 33863 members 
Mstep: Class 8 contains 9161 members 
Mstep: Class 9 contains 40060 members 
Mstep: Class 10 contains 15991 members 
Mstep: Class 13 contains 51407 members 
Mstep: Class 14 contains 9909 members 
Mstep: Class 15 contains 35453 members 
Mstep: Class 17 contains 24082 members 
Mstep: Class 18 contains 40002 members 
Mstep: Class 19 contains 341025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538852.000000 Penalty: 23789.835938
Iteration 47Q: 12 clusters Score -5.453885e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 7 contains 32527 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 40663 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 13 contains 52321 members 
Mstep: Class 14 contains 10510 members 
Mstep: Class 15 contains 35534 members 
Mstep: Class 17 contains 24379 members 
Mstep: Class 18 contains 39616 members 
Mstep: Class 19 contains 341212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538020.000000 Penalty: 23789.835938
Iteration 48Q: 12 clusters Score -5.453802e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 7 contains 31444 members 
Mstep: Class 8 contains 8633 members 
Mstep: Class 9 contains 41197 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 13 contains 53199 members 
Mstep: Class 14 contains 11043 members 
Mstep: Class 15 contains 35639 members 
Mstep: Class 17 contains 24634 members 
Mstep: Class 18 contains 39375 members 
Mstep: Class 19 contains 341022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537740.000000 Penalty: 23789.835938
Iteration 49Q: 12 clusters Score -5.453774e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 7 contains 30594 members 
Mstep: Class 8 contains 8415 members 
Mstep: Class 9 contains 41672 members 
Mstep: Class 10 contains 14383 members 
Mstep: Class 13 contains 53959 members 
Mstep: Class 14 contains 11570 members 
Mstep: Class 15 contains 35725 members 
Mstep: Class 17 contains 24799 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 340637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537484.000000 Penalty: 23789.835938
Iteration 50Q: 12 clusters Score -5.453748e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 7 contains 29874 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 42087 members 
Mstep: Class 10 contains 14084 members 
Mstep: Class 13 contains 54602 members 
Mstep: Class 14 contains 12047 members 
Mstep: Class 15 contains 35811 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 39086 members 
Mstep: Class 19 contains 340250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537168.000000 Penalty: 23789.835938
Iteration 51Q: 12 clusters Score -5.453717e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 7 contains 29293 members 
Mstep: Class 8 contains 8055 members 
Mstep: Class 9 contains 42445 members 
Mstep: Class 10 contains 13863 members 
Mstep: Class 13 contains 55210 members 
Mstep: Class 14 contains 12486 members 
Mstep: Class 15 contains 35907 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 39034 members 
Mstep: Class 19 contains 339692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536832.000000 Penalty: 23789.835938
Iteration 52Q: 12 clusters Score -5.453683e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 42770 members 
Mstep: Class 10 contains 13719 members 
Mstep: Class 13 contains 55724 members 
Mstep: Class 14 contains 12903 members 
Mstep: Class 15 contains 35997 members 
Mstep: Class 17 contains 25068 members 
Mstep: Class 18 contains 39010 members 
Mstep: Class 19 contains 339043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537016.000000 Penalty: 23789.835938
Iteration 53Q: 12 clusters Score -5.453702e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1583 members 
Mstep: Class 7 contains 28498 members 
Mstep: Class 8 contains 7744 members 
Mstep: Class 9 contains 43026 members 
Mstep: Class 10 contains 13621 members 
Mstep: Class 13 contains 56180 members 
Mstep: Class 14 contains 13265 members 
Mstep: Class 15 contains 36078 members 
Mstep: Class 17 contains 25134 members 
Mstep: Class 18 contains 38993 members 
Mstep: Class 19 contains 338463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537268.000000 Penalty: 23789.835938
Iteration 54Q: 12 clusters Score -5.453727e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1570 members 
Mstep: Class 7 contains 28180 members 
Mstep: Class 8 contains 7603 members 
Mstep: Class 9 contains 43234 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 13 contains 56611 members 
Mstep: Class 14 contains 13580 members 
Mstep: Class 15 contains 36146 members 
Mstep: Class 17 contains 25150 members 
Mstep: Class 18 contains 38987 members 
Mstep: Class 19 contains 337969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537268.000000 Penalty: 23789.835938
Iteration 55Q: 12 clusters Score -5.453727e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 7 contains 27945 members 
Mstep: Class 8 contains 7469 members 
Mstep: Class 9 contains 43396 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 13 contains 56955 members 
Mstep: Class 14 contains 13861 members 
Mstep: Class 15 contains 36223 members 
Mstep: Class 17 contains 25188 members 
Mstep: Class 18 contains 38978 members 
Mstep: Class 19 contains 337497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537268.000000 Penalty: 23789.835938
Iteration 56Q: 12 clusters Score -5.453727e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 7 contains 27713 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 43530 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 13 contains 57261 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 36271 members 
Mstep: Class 17 contains 25211 members 
Mstep: Class 18 contains 38991 members 
Mstep: Class 19 contains 337088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537440.000000 Penalty: 23789.835938
Iteration 57Q: 12 clusters Score -5.453744e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 7 contains 27516 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 43644 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 13 contains 57559 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 36314 members 
Mstep: Class 17 contains 25230 members 
Mstep: Class 18 contains 39011 members 
Mstep: Class 19 contains 336704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537500.000000 Penalty: 23789.835938
Iteration 58Q: 12 clusters Score -5.45375e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 7 contains 27332 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 43758 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 13 contains 57836 members 
Mstep: Class 14 contains 14604 members 
Mstep: Class 15 contains 36356 members 
Mstep: Class 17 contains 25240 members 
Mstep: Class 18 contains 39023 members 
Mstep: Class 19 contains 336315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537720.000000 Penalty: 23789.835938
Iteration 59Q: 12 clusters Score -5.453772e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 7 contains 27174 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 43859 members 
Mstep: Class 10 contains 13453 members 
Mstep: Class 13 contains 58052 members 
Mstep: Class 14 contains 14795 members 
Mstep: Class 15 contains 36387 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 39058 members 
Mstep: Class 19 contains 335985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537928.000000 Penalty: 23789.835938
Iteration 60F: 12 clusters Score -5.453793e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1540 members 
Mstep: Class 7 contains 27037 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 43943 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 13 contains 58241 members 
Mstep: Class 14 contains 14960 members 
Mstep: Class 15 contains 36402 members 
Mstep: Class 17 contains 25284 members 
Mstep: Class 18 contains 39075 members 
Mstep: Class 19 contains 335715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537936.000000 Penalty: 23789.835938
Iteration 61Q: 12 clusters Score -5.453794e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 7 contains 26913 members 
Mstep: Class 8 contains 6811 members 
Mstep: Class 9 contains 43996 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 13 contains 58395 members 
Mstep: Class 14 contains 15100 members 
Mstep: Class 15 contains 36411 members 
Mstep: Class 17 contains 25337 members 
Mstep: Class 18 contains 39090 members 
Mstep: Class 19 contains 335543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537988.000000 Penalty: 23789.835938
Iteration 62Q: 12 clusters Score -5.453799e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 7 contains 26812 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 44038 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 13 contains 58529 members 
Mstep: Class 14 contains 15227 members 
Mstep: Class 15 contains 36428 members 
Mstep: Class 17 contains 25409 members 
Mstep: Class 18 contains 39102 members 
Mstep: Class 19 contains 335362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538076.000000 Penalty: 23789.835938
Iteration 63Q: 12 clusters Score -5.453808e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 7 contains 26709 members 
Mstep: Class 8 contains 6597 members 
Mstep: Class 9 contains 44080 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 13 contains 58660 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 36441 members 
Mstep: Class 17 contains 25455 members 
Mstep: Class 18 contains 39126 members 
Mstep: Class 19 contains 335197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538168.000000 Penalty: 23789.835938
Iteration 64Q: 12 clusters Score -5.453817e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 7 contains 26620 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 44124 members 
Mstep: Class 10 contains 13478 members 
Mstep: Class 13 contains 58766 members 
Mstep: Class 14 contains 15436 members 
Mstep: Class 15 contains 36457 members 
Mstep: Class 17 contains 25489 members 
Mstep: Class 18 contains 39146 members 
Mstep: Class 19 contains 335057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538264.000000 Penalty: 23789.835938
Iteration 65Q: 12 clusters Score -5.453826e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 7 contains 26536 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 44155 members 
Mstep: Class 10 contains 13484 members 
Mstep: Class 13 contains 58855 members 
Mstep: Class 14 contains 15528 members 
Mstep: Class 15 contains 36470 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 39158 members 
Mstep: Class 19 contains 334943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538300.000000 Penalty: 23789.835938
Iteration 66Q: 12 clusters Score -5.45383e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 44179 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 13 contains 58935 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 36483 members 
Mstep: Class 17 contains 25543 members 
Mstep: Class 18 contains 39178 members 
Mstep: Class 19 contains 334828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538356.000000 Penalty: 23789.835938
Iteration 67Q: 12 clusters Score -5.453836e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 7 contains 26395 members 
Mstep: Class 8 contains 6305 members 
Mstep: Class 9 contains 44198 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 13 contains 59017 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 15 contains 36497 members 
Mstep: Class 17 contains 25566 members 
Mstep: Class 18 contains 39197 members 
Mstep: Class 19 contains 334717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538352.000000 Penalty: 23789.835938
Iteration 68Q: 12 clusters Score -5.453835e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 7 contains 26336 members 
Mstep: Class 8 contains 6252 members 
Mstep: Class 9 contains 44221 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 13 contains 59085 members 
Mstep: Class 14 contains 15787 members 
Mstep: Class 15 contains 36513 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 39222 members 
Mstep: Class 19 contains 334635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538352.000000 Penalty: 23789.835938
Iteration 69Q: 12 clusters Score -5.453835e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 7 contains 26286 members 
Mstep: Class 8 contains 6204 members 
Mstep: Class 9 contains 44247 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 13 contains 59137 members 
Mstep: Class 14 contains 15834 members 
Mstep: Class 15 contains 36529 members 
Mstep: Class 17 contains 25566 members 
Mstep: Class 18 contains 39243 members 
Mstep: Class 19 contains 334569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538380.000000 Penalty: 23789.835938
Iteration 70Q: 12 clusters Score -5.453838e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 7 contains 26240 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 44268 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 13 contains 59192 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 36542 members 
Mstep: Class 17 contains 25546 members 
Mstep: Class 18 contains 39263 members 
Mstep: Class 19 contains 334517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538228.000000 Penalty: 23789.835938
Iteration 71Q: 12 clusters Score -5.453823e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 7 contains 26198 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 44280 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 13 contains 59240 members 
Mstep: Class 14 contains 15918 members 
Mstep: Class 15 contains 36555 members 
Mstep: Class 17 contains 25549 members 
Mstep: Class 18 contains 39279 members 
Mstep: Class 19 contains 334459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538220.000000 Penalty: 23789.835938
Iteration 72Q: 12 clusters Score -5.453822e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 7 contains 26147 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 44287 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 13 contains 59283 members 
Mstep: Class 14 contains 15958 members 
Mstep: Class 15 contains 36559 members 
Mstep: Class 17 contains 25552 members 
Mstep: Class 18 contains 39292 members 
Mstep: Class 19 contains 334427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538300.000000 Penalty: 23789.835938
Iteration 73Q: 12 clusters Score -5.45383e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 7 contains 26113 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 44304 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 13 contains 59322 members 
Mstep: Class 14 contains 15993 members 
Mstep: Class 15 contains 36570 members 
Mstep: Class 17 contains 25567 members 
Mstep: Class 18 contains 39305 members 
Mstep: Class 19 contains 334368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538328.000000 Penalty: 23789.835938
Iteration 74Q: 12 clusters Score -5.453833e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 6021 members 
Mstep: Class 9 contains 44323 members 
Mstep: Class 10 contains 13482 members 
Mstep: Class 13 contains 59368 members 
Mstep: Class 14 contains 16018 members 
Mstep: Class 15 contains 36576 members 
Mstep: Class 17 contains 25597 members 
Mstep: Class 18 contains 39314 members 
Mstep: Class 19 contains 334300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538380.000000 Penalty: 23789.835938
Iteration 75Q: 12 clusters Score -5.453838e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 7 contains 26049 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 44340 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 13 contains 59425 members 
Mstep: Class 14 contains 16042 members 
Mstep: Class 15 contains 36581 members 
Mstep: Class 17 contains 25609 members 
Mstep: Class 18 contains 39324 members 
Mstep: Class 19 contains 334246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538412.000000 Penalty: 23789.835938
Iteration 76Q: 12 clusters Score -5.453841e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 7 contains 26024 members 
Mstep: Class 8 contains 5950 members 
Mstep: Class 9 contains 44352 members 
Mstep: Class 10 contains 13490 members 
Mstep: Class 13 contains 59470 members 
Mstep: Class 14 contains 16058 members 
Mstep: Class 15 contains 36589 members 
Mstep: Class 17 contains 25614 members 
Mstep: Class 18 contains 39333 members 
Mstep: Class 19 contains 334206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538404.000000 Penalty: 23789.835938
Iteration 77Q: 12 clusters Score -5.45384e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25998 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 44369 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 13 contains 59513 members 
Mstep: Class 14 contains 16072 members 
Mstep: Class 15 contains 36597 members 
Mstep: Class 17 contains 25612 members 
Mstep: Class 18 contains 39344 members 
Mstep: Class 19 contains 334170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538444.000000 Penalty: 23789.835938
Iteration 78Q: 12 clusters Score -5.453844e+07 nChanged 187
Entering ConstructFrom: 
Score: -54538444.000000 Penalty: 23789.835938
Entering ConstructFrom: 
Trying to split cluster 2 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -143351.921875 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -143351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -141573.187500 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -141573.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -141918.859375 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -141918.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141991.000000 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -141991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -142026.328125 Penalty: 2376.579834
	Iteration 3Q: 3 clusters Score -142026.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -142045.562500 Penalty: 2376.579834
	Iteration 4Q: 3 clusters Score -142045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -142055.234375 Penalty: 2376.579834
	Iteration 5Q: 3 clusters Score -142055.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142065.890625 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -142065.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142077.890625 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -142077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142086.281250 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -142086.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -142092.062500 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -142092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -142098.734375 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -142098.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142105.359375 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -142105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -142109.406250 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -142109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -142110.640625 Penalty: 2376.579834
	Iteration 13Q: 3 clusters Score -142110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -142114.078125 Penalty: 2376.579834
	Iteration 14Q: 3 clusters Score -142114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -142117.640625 Penalty: 2376.579834
	Iteration 15Q: 3 clusters Score -142117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -142119.281250 Penalty: 2376.579834
	Iteration 16Q: 3 clusters Score -142119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -142120.718750 Penalty: 2376.579834
	Iteration 17Q: 3 clusters Score -142120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -142123.453125 Penalty: 2376.579834
	Iteration 18Q: 3 clusters Score -142123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142124.375000 Penalty: 2376.579834
	Iteration 19Q: 3 clusters Score -142124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -142124.828125 Penalty: 2376.579834
	Iteration 20F: 3 clusters Score -142124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Entering Unmasked Estep 
Score: -2441737.750000 Penalty: 1651.807129
	Iteration 0F: 2 clusters Score -2441738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2424202.250000 Penalty: 3303.614258
	Iteration 0F: 3 clusters Score -2424202 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2430708.500000 Penalty: 3303.614258
	Iteration 1F: 3 clusters Score -2430708 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2431219.500000 Penalty: 3303.614258
	Iteration 2F: 3 clusters Score -2431220 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2431791.500000 Penalty: 3303.614258
	Iteration 3F: 3 clusters Score -2431792 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2432548.500000 Penalty: 3303.614258
	Iteration 4F: 3 clusters Score -2432548 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2433609.000000 Penalty: 3303.614258
	Iteration 5F: 3 clusters Score -2433609 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2434983.750000 Penalty: 3303.614258
	Iteration 6F: 3 clusters Score -2434984 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2436653.750000 Penalty: 3303.614258
	Iteration 7F: 3 clusters Score -2436654 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2438080.750000 Penalty: 3303.614258
	Iteration 8F: 3 clusters Score -2438081 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2438807.250000 Penalty: 3303.614258
	Iteration 9Q: 3 clusters Score -2438807 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2439101.750000 Penalty: 3303.614258
	Iteration 10Q: 3 clusters Score -2439102 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2439249.000000 Penalty: 3303.614258
	Iteration 11Q: 3 clusters Score -2439249 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2439350.500000 Penalty: 3303.614258
	Iteration 12Q: 3 clusters Score -2439350 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2439452.250000 Penalty: 3303.614258
	Iteration 13Q: 3 clusters Score -2439452 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2439523.500000 Penalty: 3303.614258
	Iteration 14Q: 3 clusters Score -2439524 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2439578.500000 Penalty: 3303.614258
	Iteration 15Q: 3 clusters Score -2439578 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2439640.250000 Penalty: 3303.614258
	Iteration 16Q: 3 clusters Score -2439640 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2439696.000000 Penalty: 3303.614258
	Iteration 17Q: 3 clusters Score -2439696 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2439745.750000 Penalty: 3303.614258
	Iteration 18Q: 3 clusters Score -2439746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2439799.000000 Penalty: 3303.614258
	Iteration 19Q: 3 clusters Score -2439799 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2439846.500000 Penalty: 3303.614258
	Iteration 20F: 3 clusters Score -2439846 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2439906.500000 Penalty: 3303.614258
	Iteration 21Q: 3 clusters Score -2439906 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2439970.000000 Penalty: 3303.614258
	Iteration 22Q: 3 clusters Score -2439970 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2440025.750000 Penalty: 3303.614258
	Iteration 23Q: 3 clusters Score -2440026 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2440070.250000 Penalty: 3303.614258
	Iteration 24Q: 3 clusters Score -2440070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2440107.500000 Penalty: 3303.614258
	Iteration 25Q: 3 clusters Score -2440108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2440143.750000 Penalty: 3303.614258
	Iteration 26Q: 3 clusters Score -2440144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2440181.750000 Penalty: 3303.614258
	Iteration 27Q: 3 clusters Score -2440182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2440201.500000 Penalty: 3303.614258
	Iteration 28Q: 3 clusters Score -2440202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2440233.750000 Penalty: 3303.614258
	Iteration 29Q: 3 clusters Score -2440234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2440255.750000 Penalty: 3303.614258
	Iteration 30Q: 3 clusters Score -2440256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2440278.500000 Penalty: 3303.614258
	Iteration 31Q: 3 clusters Score -2440278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2440297.250000 Penalty: 3303.614258
	Iteration 32Q: 3 clusters Score -2440297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2440309.000000 Penalty: 3303.614258
	Iteration 33Q: 3 clusters Score -2440309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2440327.250000 Penalty: 3303.614258
	Iteration 34Q: 3 clusters Score -2440327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2440335.750000 Penalty: 3303.614258
	Iteration 35Q: 3 clusters Score -2440336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2440348.000000 Penalty: 3303.614258
	Iteration 36Q: 3 clusters Score -2440348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2440362.000000 Penalty: 3303.614258
	Iteration 37Q: 3 clusters Score -2440362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2440374.000000 Penalty: 3303.614258
	Iteration 38Q: 3 clusters Score -2440374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2440386.500000 Penalty: 3303.614258
	Iteration 39Q: 3 clusters Score -2440386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -2440407.000000 Penalty: 3303.614258
	Iteration 40F: 3 clusters Score -2440407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2440414.750000 Penalty: 3303.614258
	Iteration 41Q: 3 clusters Score -2440415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2440423.250000 Penalty: 3303.614258
	Iteration 42Q: 3 clusters Score -2440423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2440426.500000 Penalty: 3303.614258
	Iteration 43Q: 3 clusters Score -2440426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2440435.000000 Penalty: 3303.614258
	Iteration 44Q: 3 clusters Score -2440435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2440438.250000 Penalty: 3303.614258
	Iteration 45Q: 3 clusters Score -2440438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2440438.250000 Penalty: 3303.614258
	Iteration 46Q: 3 clusters Score -2440438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -2440446.000000 Penalty: 3303.614258
	Iteration 47Q: 3 clusters Score -2440446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -2440449.250000 Penalty: 3303.614258
	Iteration 48Q: 3 clusters Score -2440449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2440449.750000 Penalty: 3303.614258
	Iteration 49Q: 3 clusters Score -2440450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -2440452.250000 Penalty: 3303.614258
	Iteration 50Q: 3 clusters Score -2440452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -2440459.250000 Penalty: 3303.614258
	Iteration 51Q: 3 clusters Score -2440459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2440456.250000 Penalty: 3303.614258
	Iteration 52Q: 3 clusters Score -2440456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -2440460.750000 Penalty: 3303.614258
	Iteration 53Q: 3 clusters Score -2440461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2440457.250000 Penalty: 3303.614258
	Iteration 54Q: 3 clusters Score -2440457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2440456.250000 Penalty: 3303.614258
	Iteration 55Q: 3 clusters Score -2440456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -2440459.250000 Penalty: 3303.614258
	Iteration 56Q: 3 clusters Score -2440459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -2440457.000000 Penalty: 3303.614258
	Iteration 57Q: 3 clusters Score -2440457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -2440457.000000 Penalty: 3303.614258
	Iteration 58F: 3 clusters Score -2440457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -501760.187500 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -501760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -497290.562500 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -497290.6 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -498553.937500 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -498553.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -498739.093750 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -498739.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -498866.593750 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -498866.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -498968.500000 Penalty: 2821.714844
	Iteration 4Q: 3 clusters Score -498968.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -499077.750000 Penalty: 2821.714844
	Iteration 5Q: 3 clusters Score -499077.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -499199.343750 Penalty: 2821.714844
	Iteration 6Q: 3 clusters Score -499199.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -499332.468750 Penalty: 2821.714844
	Iteration 7Q: 3 clusters Score -499332.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -499489.218750 Penalty: 2821.714844
	Iteration 8Q: 3 clusters Score -499489.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -499705.750000 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -499705.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -500047.843750 Penalty: 2821.714844
	Iteration 10F: 3 clusters Score -500047.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -500536.093750 Penalty: 2821.714844
	Iteration 11F: 3 clusters Score -500536.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -501115.625000 Penalty: 2821.714844
	Iteration 12F: 3 clusters Score -501115.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -501739.312500 Penalty: 2821.714844
	Iteration 13F: 3 clusters Score -501739.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -502182.500000 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -502182.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -502410.750000 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -502410.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -502474.312500 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -502474.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -502494.625000 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -502494.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -502500.656250 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -502500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -502501.562500 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -502501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -502509.125000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -502509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -502514.187500 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -502514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -502518.062500 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -502518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -502520.125000 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -502520.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -502519.812500 Penalty: 2821.714844
	Iteration 24Q: 3 clusters Score -502519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -502521.468750 Penalty: 2821.714844
	Iteration 25Q: 3 clusters Score -502521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -502521.468750 Penalty: 2821.714844
	Iteration 26F: 3 clusters Score -502521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 7 contains 25977 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 44377 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 13 contains 59550 members 
Mstep: Class 14 contains 16090 members 
Mstep: Class 15 contains 36602 members 
Mstep: Class 17 contains 25610 members 
Mstep: Class 18 contains 39357 members 
Mstep: Class 19 contains 334131 members 
Entering Unmasked Estep 
Score: -54538416.000000 Penalty: 25952.548828
Splitting cluster 8 changes total score from -54538444.000000 to -54538416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Entering Unmasked Estep 
Score: -4139208.750000 Penalty: 1738.827515
	Iteration 0F: 2 clusters Score -4139209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -4109474.750000 Penalty: 3477.655029
	Iteration 0F: 3 clusters Score -4109475 nChanged 20664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -4121323.750000 Penalty: 3477.655029
	Iteration 1F: 3 clusters Score -4121324 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4121952.250000 Penalty: 3477.655029
	Iteration 2Q: 3 clusters Score -4121952 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -4122847.750000 Penalty: 3477.655029
	Iteration 3Q: 3 clusters Score -4122848 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4124403.500000 Penalty: 3477.655029
	Iteration 4F: 3 clusters Score -4124404 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4126906.750000 Penalty: 3477.655029
	Iteration 5F: 3 clusters Score -4126907 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4130341.500000 Penalty: 3477.655029
	Iteration 6F: 3 clusters Score -4130342 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4133537.000000 Penalty: 3477.655029
	Iteration 7F: 3 clusters Score -4133537 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4135681.000000 Penalty: 3477.655029
	Iteration 8Q: 3 clusters Score -4135681 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -4136900.500000 Penalty: 3477.655029
	Iteration 9Q: 3 clusters Score -4136900 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -4137462.500000 Penalty: 3477.655029
	Iteration 10Q: 3 clusters Score -4137462 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -4137687.750000 Penalty: 3477.655029
	Iteration 11Q: 3 clusters Score -4137688 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -4137829.500000 Penalty: 3477.655029
	Iteration 12Q: 3 clusters Score -4137830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -4137875.250000 Penalty: 3477.655029
	Iteration 13Q: 3 clusters Score -4137875 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -4137916.250000 Penalty: 3477.655029
	Iteration 14Q: 3 clusters Score -4137916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -4137951.750000 Penalty: 3477.655029
	Iteration 15Q: 3 clusters Score -4137952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -4137968.000000 Penalty: 3477.655029
	Iteration 16Q: 3 clusters Score -4137968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -4137984.500000 Penalty: 3477.655029
	Iteration 17Q: 3 clusters Score -4137984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -4138020.500000 Penalty: 3477.655029
	Iteration 18Q: 3 clusters Score -4138020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -4138040.000000 Penalty: 3477.655029
	Iteration 19Q: 3 clusters Score -4138040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -4138041.500000 Penalty: 3477.655029
	Iteration 20F: 3 clusters Score -4138042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -4138063.250000 Penalty: 3477.655029
	Iteration 21Q: 3 clusters Score -4138063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -4138070.000000 Penalty: 3477.655029
	Iteration 22Q: 3 clusters Score -4138070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -4138067.250000 Penalty: 3477.655029
	Iteration 23Q: 3 clusters Score -4138067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -4138078.250000 Penalty: 3477.655029
	Iteration 24Q: 3 clusters Score -4138078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -4138076.250000 Penalty: 3477.655029
	Iteration 25Q: 3 clusters Score -4138076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -4138072.750000 Penalty: 3477.655029
	Iteration 26Q: 3 clusters Score -4138073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -4138077.250000 Penalty: 3477.655029
	Iteration 27Q: 3 clusters Score -4138077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -4138083.500000 Penalty: 3477.655029
	Iteration 28Q: 3 clusters Score -4138084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -4138083.750000 Penalty: 3477.655029
	Iteration 29Q: 3 clusters Score -4138084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -4138089.750000 Penalty: 3477.655029
	Iteration 30Q: 3 clusters Score -4138090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -4138086.750000 Penalty: 3477.655029
	Iteration 31Q: 3 clusters Score -4138087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -4138093.750000 Penalty: 3477.655029
	Iteration 32Q: 3 clusters Score -4138094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -4138089.250000 Penalty: 3477.655029
	Iteration 33Q: 3 clusters Score -4138089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -4138085.250000 Penalty: 3477.655029
	Iteration 34Q: 3 clusters Score -4138085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -4138093.500000 Penalty: 3477.655029
	Iteration 35Q: 3 clusters Score -4138094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -4138091.250000 Penalty: 3477.655029
	Iteration 36Q: 3 clusters Score -4138091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -4138093.250000 Penalty: 3477.655029
	Iteration 37Q: 3 clusters Score -4138093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -4138102.250000 Penalty: 3477.655029
	Iteration 38Q: 3 clusters Score -4138102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -4138097.250000 Penalty: 3477.655029
	Iteration 39Q: 3 clusters Score -4138097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -4138097.750000 Penalty: 3477.655029
	Iteration 40F: 3 clusters Score -4138098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -4138103.500000 Penalty: 3477.655029
	Iteration 41Q: 3 clusters Score -4138104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -4138103.500000 Penalty: 3477.655029
	Iteration 42F: 3 clusters Score -4138104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Entering Unmasked Estep 
Score: -1279119.750000 Penalty: 1545.387085
	Iteration 0F: 2 clusters Score -1279120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1269732.875000 Penalty: 3090.774170
	Iteration 0F: 3 clusters Score -1269733 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1272810.125000 Penalty: 3090.774170
	Iteration 1F: 3 clusters Score -1272810 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1273027.000000 Penalty: 3090.774170
	Iteration 2Q: 3 clusters Score -1273027 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1273224.000000 Penalty: 3090.774170
	Iteration 3Q: 3 clusters Score -1273224 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1273404.375000 Penalty: 3090.774170
	Iteration 4Q: 3 clusters Score -1273404 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1273573.500000 Penalty: 3090.774170
	Iteration 5Q: 3 clusters Score -1273574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1273735.875000 Penalty: 3090.774170
	Iteration 6Q: 3 clusters Score -1273736 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1273941.750000 Penalty: 3090.774170
	Iteration 7Q: 3 clusters Score -1273942 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1274192.500000 Penalty: 3090.774170
	Iteration 8Q: 3 clusters Score -1274192 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1274534.625000 Penalty: 3090.774170
	Iteration 9Q: 3 clusters Score -1274535 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1274962.250000 Penalty: 3090.774170
	Iteration 10Q: 3 clusters Score -1274962 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1275415.375000 Penalty: 3090.774170
	Iteration 11Q: 3 clusters Score -1275415 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1275893.125000 Penalty: 3090.774170
	Iteration 12F: 3 clusters Score -1275893 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1276303.000000 Penalty: 3090.774170
	Iteration 13Q: 3 clusters Score -1276303 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1276652.125000 Penalty: 3090.774170
	Iteration 14Q: 3 clusters Score -1276652 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1276918.250000 Penalty: 3090.774170
	Iteration 15Q: 3 clusters Score -1276918 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1277143.875000 Penalty: 3090.774170
	Iteration 16Q: 3 clusters Score -1277144 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1277337.500000 Penalty: 3090.774170
	Iteration 17Q: 3 clusters Score -1277338 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1277460.125000 Penalty: 3090.774170
	Iteration 18Q: 3 clusters Score -1277460 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1277562.000000 Penalty: 3090.774170
	Iteration 19Q: 3 clusters Score -1277562 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1277651.500000 Penalty: 3090.774170
	Iteration 20F: 3 clusters Score -1277652 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1277739.000000 Penalty: 3090.774170
	Iteration 21Q: 3 clusters Score -1277739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1277791.375000 Penalty: 3090.774170
	Iteration 22Q: 3 clusters Score -1277791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1277817.500000 Penalty: 3090.774170
	Iteration 23Q: 3 clusters Score -1277818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1277846.875000 Penalty: 3090.774170
	Iteration 24Q: 3 clusters Score -1277847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1277876.750000 Penalty: 3090.774170
	Iteration 25Q: 3 clusters Score -1277877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1277904.625000 Penalty: 3090.774170
	Iteration 26Q: 3 clusters Score -1277905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1277923.625000 Penalty: 3090.774170
	Iteration 27Q: 3 clusters Score -1277924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1277951.750000 Penalty: 3090.774170
	Iteration 28Q: 3 clusters Score -1277952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1277970.375000 Penalty: 3090.774170
	Iteration 29Q: 3 clusters Score -1277970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1277980.750000 Penalty: 3090.774170
	Iteration 30Q: 3 clusters Score -1277981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1277994.875000 Penalty: 3090.774170
	Iteration 31Q: 3 clusters Score -1277995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1278000.500000 Penalty: 3090.774170
	Iteration 32Q: 3 clusters Score -1278000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1278010.000000 Penalty: 3090.774170
	Iteration 33Q: 3 clusters Score -1278010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1278024.750000 Penalty: 3090.774170
	Iteration 34Q: 3 clusters Score -1278025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1278037.625000 Penalty: 3090.774170
	Iteration 35Q: 3 clusters Score -1278038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1278044.500000 Penalty: 3090.774170
	Iteration 36Q: 3 clusters Score -1278044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1278048.875000 Penalty: 3090.774170
	Iteration 37Q: 3 clusters Score -1278049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1278051.375000 Penalty: 3090.774170
	Iteration 38Q: 3 clusters Score -1278051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1278057.000000 Penalty: 3090.774170
	Iteration 39Q: 3 clusters Score -1278057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1278062.375000 Penalty: 3090.774170
	Iteration 40F: 3 clusters Score -1278062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1278066.125000 Penalty: 3090.774170
	Iteration 41Q: 3 clusters Score -1278066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1278073.250000 Penalty: 3090.774170
	Iteration 42Q: 3 clusters Score -1278073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1278076.125000 Penalty: 3090.774170
	Iteration 43Q: 3 clusters Score -1278076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1278080.625000 Penalty: 3090.774170
	Iteration 44Q: 3 clusters Score -1278081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1278084.500000 Penalty: 3090.774170
	Iteration 45Q: 3 clusters Score -1278084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1278084.750000 Penalty: 3090.774170
	Iteration 46Q: 3 clusters Score -1278085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1278084.750000 Penalty: 3090.774170
	Iteration 47F: 3 clusters Score -1278085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Entering Unmasked Estep 
Score: -5569818.000000 Penalty: 1786.617920
	Iteration 0F: 2 clusters Score -5569818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -5529808.000000 Penalty: 3573.235840
	Iteration 0F: 3 clusters Score -5529808 nChanged 28363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -5545840.500000 Penalty: 3573.235840
	Iteration 1F: 3 clusters Score -5545840 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -5546476.000000 Penalty: 3573.235840
	Iteration 2Q: 3 clusters Score -5546476 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -5547320.000000 Penalty: 3573.235840
	Iteration 3Q: 3 clusters Score -5547320 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -5548596.000000 Penalty: 3573.235840
	Iteration 4Q: 3 clusters Score -5548596 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5551090.500000 Penalty: 3573.235840
	Iteration 5F: 3 clusters Score -5551090 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -5555352.000000 Penalty: 3573.235840
	Iteration 6F: 3 clusters Score -5555352 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -5560933.500000 Penalty: 3573.235840
	Iteration 7F: 3 clusters Score -5560934 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -5565390.500000 Penalty: 3573.235840
	Iteration 8F: 3 clusters Score -5565390 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -5567362.500000 Penalty: 3573.235840
	Iteration 9Q: 3 clusters Score -5567362 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -5567985.000000 Penalty: 3573.235840
	Iteration 10Q: 3 clusters Score -5567985 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -5568136.500000 Penalty: 3573.235840
	Iteration 11Q: 3 clusters Score -5568136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -5568192.000000 Penalty: 3573.235840
	Iteration 12Q: 3 clusters Score -5568192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -5568209.500000 Penalty: 3573.235840
	Iteration 13Q: 3 clusters Score -5568210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -5568214.000000 Penalty: 3573.235840
	Iteration 14Q: 3 clusters Score -5568214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -5568226.000000 Penalty: 3573.235840
	Iteration 15Q: 3 clusters Score -5568226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -5568230.500000 Penalty: 3573.235840
	Iteration 16Q: 3 clusters Score -5568230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -5568239.000000 Penalty: 3573.235840
	Iteration 17Q: 3 clusters Score -5568239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -5568240.000000 Penalty: 3573.235840
	Iteration 18Q: 3 clusters Score -5568240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -5568239.000000 Penalty: 3573.235840
	Iteration 19Q: 3 clusters Score -5568239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -5568239.000000 Penalty: 3573.235840
	Iteration 20F: 3 clusters Score -5568239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Entering Unmasked Estep 
Score: -1503634.250000 Penalty: 1573.967407
	Iteration 0F: 2 clusters Score -1503634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1492559.625000 Penalty: 3147.934814
	Iteration 0F: 3 clusters Score -1492560 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1496491.500000 Penalty: 3147.934814
	Iteration 1F: 3 clusters Score -1496492 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1497002.125000 Penalty: 3147.934814
	Iteration 2F: 3 clusters Score -1497002 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1497500.500000 Penalty: 3147.934814
	Iteration 3F: 3 clusters Score -1497500 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1497966.750000 Penalty: 3147.934814
	Iteration 4F: 3 clusters Score -1497967 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1498403.625000 Penalty: 3147.934814
	Iteration 5F: 3 clusters Score -1498404 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1498862.500000 Penalty: 3147.934814
	Iteration 6F: 3 clusters Score -1498862 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1499270.750000 Penalty: 3147.934814
	Iteration 7Q: 3 clusters Score -1499271 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1499658.750000 Penalty: 3147.934814
	Iteration 8Q: 3 clusters Score -1499659 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1500025.500000 Penalty: 3147.934814
	Iteration 9Q: 3 clusters Score -1500026 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1500330.375000 Penalty: 3147.934814
	Iteration 10Q: 3 clusters Score -1500330 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1500553.750000 Penalty: 3147.934814
	Iteration 11Q: 3 clusters Score -1500554 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1500682.250000 Penalty: 3147.934814
	Iteration 12Q: 3 clusters Score -1500682 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1500758.750000 Penalty: 3147.934814
	Iteration 13Q: 3 clusters Score -1500759 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1500823.250000 Penalty: 3147.934814
	Iteration 14Q: 3 clusters Score -1500823 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1500859.500000 Penalty: 3147.934814
	Iteration 15Q: 3 clusters Score -1500860 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1500896.625000 Penalty: 3147.934814
	Iteration 16Q: 3 clusters Score -1500897 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1500928.375000 Penalty: 3147.934814
	Iteration 17Q: 3 clusters Score -1500928 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1500955.375000 Penalty: 3147.934814
	Iteration 18Q: 3 clusters Score -1500955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1500981.000000 Penalty: 3147.934814
	Iteration 19Q: 3 clusters Score -1500981 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1501007.125000 Penalty: 3147.934814
	Iteration 20F: 3 clusters Score -1501007 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1501032.375000 Penalty: 3147.934814
	Iteration 21Q: 3 clusters Score -1501032 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1501061.125000 Penalty: 3147.934814
	Iteration 22Q: 3 clusters Score -1501061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1501080.625000 Penalty: 3147.934814
	Iteration 23Q: 3 clusters Score -1501081 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1501108.500000 Penalty: 3147.934814
	Iteration 24Q: 3 clusters Score -1501108 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1501140.375000 Penalty: 3147.934814
	Iteration 25Q: 3 clusters Score -1501140 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1501173.125000 Penalty: 3147.934814
	Iteration 26Q: 3 clusters Score -1501173 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1501203.750000 Penalty: 3147.934814
	Iteration 27Q: 3 clusters Score -1501204 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1501231.000000 Penalty: 3147.934814
	Iteration 28Q: 3 clusters Score -1501231 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1501248.875000 Penalty: 3147.934814
	Iteration 29Q: 3 clusters Score -1501249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1501268.250000 Penalty: 3147.934814
	Iteration 30Q: 3 clusters Score -1501268 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1501281.250000 Penalty: 3147.934814
	Iteration 31Q: 3 clusters Score -1501281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1501296.875000 Penalty: 3147.934814
	Iteration 32Q: 3 clusters Score -1501297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1501315.625000 Penalty: 3147.934814
	Iteration 33Q: 3 clusters Score -1501316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1501322.875000 Penalty: 3147.934814
	Iteration 34Q: 3 clusters Score -1501323 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1501331.750000 Penalty: 3147.934814
	Iteration 35Q: 3 clusters Score -1501332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1501341.000000 Penalty: 3147.934814
	Iteration 36Q: 3 clusters Score -1501341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1501352.250000 Penalty: 3147.934814
	Iteration 37Q: 3 clusters Score -1501352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1501355.375000 Penalty: 3147.934814
	Iteration 38Q: 3 clusters Score -1501355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1501361.750000 Penalty: 3147.934814
	Iteration 39Q: 3 clusters Score -1501362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1501371.250000 Penalty: 3147.934814
	Iteration 40F: 3 clusters Score -1501371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1501383.000000 Penalty: 3147.934814
	Iteration 41Q: 3 clusters Score -1501383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1501391.125000 Penalty: 3147.934814
	Iteration 42Q: 3 clusters Score -1501391 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1501396.125000 Penalty: 3147.934814
	Iteration 43Q: 3 clusters Score -1501396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1501416.375000 Penalty: 3147.934814
	Iteration 44Q: 3 clusters Score -1501416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1501431.750000 Penalty: 3147.934814
	Iteration 45Q: 3 clusters Score -1501432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1501436.750000 Penalty: 3147.934814
	Iteration 46Q: 3 clusters Score -1501437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1501447.000000 Penalty: 3147.934814
	Iteration 47Q: 3 clusters Score -1501447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1501459.625000 Penalty: 3147.934814
	Iteration 48Q: 3 clusters Score -1501460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1501471.750000 Penalty: 3147.934814
	Iteration 49Q: 3 clusters Score -1501472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1501479.875000 Penalty: 3147.934814
	Iteration 50Q: 3 clusters Score -1501480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1501489.250000 Penalty: 3147.934814
	Iteration 51Q: 3 clusters Score -1501489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1501490.375000 Penalty: 3147.934814
	Iteration 52Q: 3 clusters Score -1501490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1501503.500000 Penalty: 3147.934814
	Iteration 53Q: 3 clusters Score -1501504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1501516.250000 Penalty: 3147.934814
	Iteration 54Q: 3 clusters Score -1501516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1501521.250000 Penalty: 3147.934814
	Iteration 55Q: 3 clusters Score -1501521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1501536.250000 Penalty: 3147.934814
	Iteration 56Q: 3 clusters Score -1501536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1501545.625000 Penalty: 3147.934814
	Iteration 57Q: 3 clusters Score -1501546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1501565.750000 Penalty: 3147.934814
	Iteration 58Q: 3 clusters Score -1501566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1501569.250000 Penalty: 3147.934814
	Iteration 59Q: 3 clusters Score -1501569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1501575.125000 Penalty: 3147.934814
	Iteration 60F: 3 clusters Score -1501575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1501581.875000 Penalty: 3147.934814
	Iteration 61Q: 3 clusters Score -1501582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1501583.000000 Penalty: 3147.934814
	Iteration 62Q: 3 clusters Score -1501583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1501584.875000 Penalty: 3147.934814
	Iteration 63Q: 3 clusters Score -1501585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1501592.500000 Penalty: 3147.934814
	Iteration 64Q: 3 clusters Score -1501592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1501606.625000 Penalty: 3147.934814
	Iteration 65Q: 3 clusters Score -1501607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1501615.375000 Penalty: 3147.934814
	Iteration 66Q: 3 clusters Score -1501615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1501624.250000 Penalty: 3147.934814
	Iteration 67Q: 3 clusters Score -1501624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1501627.625000 Penalty: 3147.934814
	Iteration 68Q: 3 clusters Score -1501628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1501639.875000 Penalty: 3147.934814
	Iteration 69Q: 3 clusters Score -1501640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1501650.625000 Penalty: 3147.934814
	Iteration 70Q: 3 clusters Score -1501651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1501654.625000 Penalty: 3147.934814
	Iteration 71Q: 3 clusters Score -1501655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1501661.750000 Penalty: 3147.934814
	Iteration 72Q: 3 clusters Score -1501662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1501666.875000 Penalty: 3147.934814
	Iteration 73Q: 3 clusters Score -1501667 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1501679.625000 Penalty: 3147.934814
	Iteration 74Q: 3 clusters Score -1501680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1501686.125000 Penalty: 3147.934814
	Iteration 75Q: 3 clusters Score -1501686 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1501698 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1501706 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1501711.125000 Penalty: 3147.934814
	Iteration 78Q: 3 clusters Score -1501711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1501721.500000 Penalty: 3147.934814
	Iteration 79Q: 3 clusters Score -1501722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1501739.000000 Penalty: 3147.934814
	Iteration 80F: 3 clusters Score -1501739 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1501752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1501769 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1501789 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1501803.000000 Penalty: 3147.934814
	Iteration 84Q: 3 clusters Score -1501803 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1501825 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1501845 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1501862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1501885 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1501913 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1501948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1501978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1502005 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1502039.000000 Penalty: 3147.934814
	Iteration 93Q: 3 clusters Score -1502039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1502066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1502103 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1502128.625000 Penalty: 3147.934814
	Iteration 96Q: 3 clusters Score -1502129 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1502166 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1502204 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1502253 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1502300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1502332 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1502356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1502377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1502400.750000 Penalty: 3147.934814
	Iteration 104Q: 3 clusters Score -1502401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1502429.625000 Penalty: 3147.934814
	Iteration 105Q: 3 clusters Score -1502430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1502457.750000 Penalty: 3147.934814
	Iteration 106Q: 3 clusters Score -1502458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1502489.125000 Penalty: 3147.934814
	Iteration 107Q: 3 clusters Score -1502489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1502516.500000 Penalty: 3147.934814
	Iteration 108Q: 3 clusters Score -1502516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1502524.125000 Penalty: 3147.934814
	Iteration 109Q: 3 clusters Score -1502524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1502539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1502549.250000 Penalty: 3147.934814
	Iteration 111Q: 3 clusters Score -1502549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1502560.625000 Penalty: 3147.934814
	Iteration 112Q: 3 clusters Score -1502561 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1502569.375000 Penalty: 3147.934814
	Iteration 113Q: 3 clusters Score -1502569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1502582.375000 Penalty: 3147.934814
	Iteration 114Q: 3 clusters Score -1502582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1502598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1502614.000000 Penalty: 3147.934814
	Iteration 116Q: 3 clusters Score -1502614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1502636.875000 Penalty: 3147.934814
	Iteration 117Q: 3 clusters Score -1502637 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1502646.875000 Penalty: 3147.934814
	Iteration 118Q: 3 clusters Score -1502647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1502660.000000 Penalty: 3147.934814
	Iteration 119Q: 3 clusters Score -1502660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1502670.375000 Penalty: 3147.934814
	Iteration 120F: 3 clusters Score -1502670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1502683.875000 Penalty: 3147.934814
	Iteration 121Q: 3 clusters Score -1502684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1502692.750000 Penalty: 3147.934814
	Iteration 122Q: 3 clusters Score -1502693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1502699.875000 Penalty: 3147.934814
	Iteration 123Q: 3 clusters Score -1502700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1502706.000000 Penalty: 3147.934814
	Iteration 124Q: 3 clusters Score -1502706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1502711.625000 Penalty: 3147.934814
	Iteration 125Q: 3 clusters Score -1502712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1502713.250000 Penalty: 3147.934814
	Iteration 126Q: 3 clusters Score -1502713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1502714.750000 Penalty: 3147.934814
	Iteration 127Q: 3 clusters Score -1502715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1502715.750000 Penalty: 3147.934814
	Iteration 128Q: 3 clusters Score -1502716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1502726.750000 Penalty: 3147.934814
	Iteration 129Q: 3 clusters Score -1502727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1502735.125000 Penalty: 3147.934814
	Iteration 130Q: 3 clusters Score -1502735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1502743.875000 Penalty: 3147.934814
	Iteration 131Q: 3 clusters Score -1502744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1502742.125000 Penalty: 3147.934814
	Iteration 132Q: 3 clusters Score -1502742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1502749.875000 Penalty: 3147.934814
	Iteration 133Q: 3 clusters Score -1502750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1502753.000000 Penalty: 3147.934814
	Iteration 134Q: 3 clusters Score -1502753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1502752.875000 Penalty: 3147.934814
	Iteration 135Q: 3 clusters Score -1502753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1502757.250000 Penalty: 3147.934814
	Iteration 136Q: 3 clusters Score -1502757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1502760.875000 Penalty: 3147.934814
	Iteration 137Q: 3 clusters Score -1502761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1502767.125000 Penalty: 3147.934814
	Iteration 138Q: 3 clusters Score -1502767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1502769.250000 Penalty: 3147.934814
	Iteration 139Q: 3 clusters Score -1502769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1502774.000000 Penalty: 3147.934814
	Iteration 140F: 3 clusters Score -1502774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1502774.500000 Penalty: 3147.934814
	Iteration 141Q: 3 clusters Score -1502774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1502775.750000 Penalty: 3147.934814
	Iteration 142Q: 3 clusters Score -1502776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1502780.250000 Penalty: 3147.934814
	Iteration 143Q: 3 clusters Score -1502780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1502780.875000 Penalty: 3147.934814
	Iteration 144Q: 3 clusters Score -1502781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1502780.500000 Penalty: 3147.934814
	Iteration 145Q: 3 clusters Score -1502780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1502782.250000 Penalty: 3147.934814
	Iteration 146Q: 3 clusters Score -1502782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1502783.875000 Penalty: 3147.934814
	Iteration 147Q: 3 clusters Score -1502784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1502784.500000 Penalty: 3147.934814
	Iteration 148Q: 3 clusters Score -1502784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1502783.625000 Penalty: 3147.934814
	Iteration 149Q: 3 clusters Score -1502784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1502785.625000 Penalty: 3147.934814
	Iteration 150Q: 3 clusters Score -1502786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1502786 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1502785.750000 Penalty: 3147.934814
	Iteration 152F: 3 clusters Score -1502786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36602 members 
Entering Unmasked Estep 
Score: -3417232.750000 Penalty: 1707.526978
	Iteration 0F: 2 clusters Score -3417233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3392672.750000 Penalty: 3415.053955
	Iteration 0F: 3 clusters Score -3392673 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3402114 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3402495 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3402908.750000 Penalty: 3415.053955
	Iteration 3Q: 3 clusters Score -3402909 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3403449.750000 Penalty: 3415.053955
	Iteration 4Q: 3 clusters Score -3403450 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3404221.250000 Penalty: 3415.053955
	Iteration 5Q: 3 clusters Score -3404221 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3405283.250000 Penalty: 3415.053955
	Iteration 6Q: 3 clusters Score -3405283 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3406806.000000 Penalty: 3415.053955
	Iteration 7F: 3 clusters Score -3406806 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3408581.250000 Penalty: 3415.053955
	Iteration 8F: 3 clusters Score -3408581 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3409840.000000 Penalty: 3415.053955
	Iteration 9F: 3 clusters Score -3409840 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3410414.750000 Penalty: 3415.053955
	Iteration 10Q: 3 clusters Score -3410415 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3410633.250000 Penalty: 3415.053955
	Iteration 11Q: 3 clusters Score -3410633 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3410758.500000 Penalty: 3415.053955
	Iteration 12Q: 3 clusters Score -3410758 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3410841.750000 Penalty: 3415.053955
	Iteration 13Q: 3 clusters Score -3410842 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3410945.000000 Penalty: 3415.053955
	Iteration 14Q: 3 clusters Score -3410945 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3411041.250000 Penalty: 3415.053955
	Iteration 15Q: 3 clusters Score -3411041 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3411137.750000 Penalty: 3415.053955
	Iteration 16Q: 3 clusters Score -3411138 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3411221.250000 Penalty: 3415.053955
	Iteration 17Q: 3 clusters Score -3411221 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3411287.750000 Penalty: 3415.053955
	Iteration 18Q: 3 clusters Score -3411288 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3411372.000000 Penalty: 3415.053955
	Iteration 19Q: 3 clusters Score -3411372 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3411462.750000 Penalty: 3415.053955
	Iteration 20F: 3 clusters Score -3411463 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3411549.750000 Penalty: 3415.053955
	Iteration 21Q: 3 clusters Score -3411550 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3411637.500000 Penalty: 3415.053955
	Iteration 22Q: 3 clusters Score -3411638 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3411721.250000 Penalty: 3415.053955
	Iteration 23Q: 3 clusters Score -3411721 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3411803.250000 Penalty: 3415.053955
	Iteration 24Q: 3 clusters Score -3411803 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3411855.500000 Penalty: 3415.053955
	Iteration 25Q: 3 clusters Score -3411856 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3411924.750000 Penalty: 3415.053955
	Iteration 26Q: 3 clusters Score -3411925 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3411975.750000 Penalty: 3415.053955
	Iteration 27Q: 3 clusters Score -3411976 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3412011.750000 Penalty: 3415.053955
	Iteration 28Q: 3 clusters Score -3412012 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3412063.500000 Penalty: 3415.053955
	Iteration 29Q: 3 clusters Score -3412064 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3412093.000000 Penalty: 3415.053955
	Iteration 30Q: 3 clusters Score -3412093 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3412121.500000 Penalty: 3415.053955
	Iteration 31Q: 3 clusters Score -3412122 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3412162.750000 Penalty: 3415.053955
	Iteration 32Q: 3 clusters Score -3412163 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3412181.000000 Penalty: 3415.053955
	Iteration 33Q: 3 clusters Score -3412181 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3412206.000000 Penalty: 3415.053955
	Iteration 34Q: 3 clusters Score -3412206 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3412238.750000 Penalty: 3415.053955
	Iteration 35Q: 3 clusters Score -3412239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3412272.250000 Penalty: 3415.053955
	Iteration 36Q: 3 clusters Score -3412272 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3412281.500000 Penalty: 3415.053955
	Iteration 37Q: 3 clusters Score -3412282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3412271.000000 Penalty: 3415.053955
	Iteration 38Q: 3 clusters Score -3412271 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3412282.000000 Penalty: 3415.053955
	Iteration 39Q: 3 clusters Score -3412282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3412304.750000 Penalty: 3415.053955
	Iteration 40F: 3 clusters Score -3412305 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3412308.250000 Penalty: 3415.053955
	Iteration 41Q: 3 clusters Score -3412308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3412313.250000 Penalty: 3415.053955
	Iteration 42Q: 3 clusters Score -3412313 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3412328.500000 Penalty: 3415.053955
	Iteration 43Q: 3 clusters Score -3412328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3412335.000000 Penalty: 3415.053955
	Iteration 44Q: 3 clusters Score -3412335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3412355.250000 Penalty: 3415.053955
	Iteration 45Q: 3 clusters Score -3412355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3412369.000000 Penalty: 3415.053955
	Iteration 46Q: 3 clusters Score -3412369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3412372.000000 Penalty: 3415.053955
	Iteration 47Q: 3 clusters Score -3412372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3412379.750000 Penalty: 3415.053955
	Iteration 48Q: 3 clusters Score -3412380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3412372.500000 Penalty: 3415.053955
	Iteration 49Q: 3 clusters Score -3412372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3412373.000000 Penalty: 3415.053955
	Iteration 50Q: 3 clusters Score -3412373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3412377.750000 Penalty: 3415.053955
	Iteration 51Q: 3 clusters Score -3412378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3412368.250000 Penalty: 3415.053955
	Iteration 52Q: 3 clusters Score -3412368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3412365.500000 Penalty: 3415.053955
	Iteration 53Q: 3 clusters Score -3412366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3412365.500000 Penalty: 3415.053955
	Iteration 54Q: 3 clusters Score -3412366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3412373.500000 Penalty: 3415.053955
	Iteration 55Q: 3 clusters Score -3412374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3412371.250000 Penalty: 3415.053955
	Iteration 56Q: 3 clusters Score -3412371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3412368.000000 Penalty: 3415.053955
	Iteration 57Q: 3 clusters Score -3412368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3412375.500000 Penalty: 3415.053955
	Iteration 58Q: 3 clusters Score -3412376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3412381.000000 Penalty: 3415.053955
	Iteration 59Q: 3 clusters Score -3412381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3412379.500000 Penalty: 3415.053955
	Iteration 60F: 3 clusters Score -3412380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3412381.750000 Penalty: 3415.053955
	Iteration 61Q: 3 clusters Score -3412382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3412383.750000 Penalty: 3415.053955
	Iteration 62Q: 3 clusters Score -3412384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3412393.000000 Penalty: 3415.053955
	Iteration 63Q: 3 clusters Score -3412393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3412396.250000 Penalty: 3415.053955
	Iteration 64Q: 3 clusters Score -3412396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3412392.000000 Penalty: 3415.053955
	Iteration 65Q: 3 clusters Score -3412392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3412394.750000 Penalty: 3415.053955
	Iteration 66Q: 3 clusters Score -3412395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3412401.000000 Penalty: 3415.053955
	Iteration 67Q: 3 clusters Score -3412401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3412394.750000 Penalty: 3415.053955
	Iteration 68Q: 3 clusters Score -3412395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3412395.250000 Penalty: 3415.053955
	Iteration 69Q: 3 clusters Score -3412395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3412396.250000 Penalty: 3415.053955
	Iteration 70Q: 3 clusters Score -3412396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3412404.500000 Penalty: 3415.053955
	Iteration 71Q: 3 clusters Score -3412404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3412399.500000 Penalty: 3415.053955
	Iteration 72Q: 3 clusters Score -3412400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3412408.000000 Penalty: 3415.053955
	Iteration 73Q: 3 clusters Score -3412408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3412407.750000 Penalty: 3415.053955
	Iteration 74Q: 3 clusters Score -3412408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3412412.500000 Penalty: 3415.053955
	Iteration 75Q: 3 clusters Score -3412412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3412409.750000 Penalty: 3415.053955
	Iteration 76Q: 3 clusters Score -3412410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3412397.500000 Penalty: 3415.053955
	Iteration 77Q: 3 clusters Score -3412398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3412400.750000 Penalty: 3415.053955
	Iteration 78Q: 3 clusters Score -3412401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3412401.250000 Penalty: 3415.053955
	Iteration 79Q: 3 clusters Score -3412401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3412405.750000 Penalty: 3415.053955
	Iteration 80F: 3 clusters Score -3412406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3412404.500000 Penalty: 3415.053955
	Iteration 81Q: 3 clusters Score -3412404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3412411.000000 Penalty: 3415.053955
	Iteration 82Q: 3 clusters Score -3412411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3412413.500000 Penalty: 3415.053955
	Iteration 83Q: 3 clusters Score -3412414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3412412.750000 Penalty: 3415.053955
	Iteration 84Q: 3 clusters Score -3412413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3412415.000000 Penalty: 3415.053955
	Iteration 85Q: 3 clusters Score -3412415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3412408.500000 Penalty: 3415.053955
	Iteration 86Q: 3 clusters Score -3412408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3412412.500000 Penalty: 3415.053955
	Iteration 87Q: 3 clusters Score -3412412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3412413.250000 Penalty: 3415.053955
	Iteration 88Q: 3 clusters Score -3412413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3412414.500000 Penalty: 3415.053955
	Iteration 89Q: 3 clusters Score -3412414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3412422.000000 Penalty: 3415.053955
	Iteration 90Q: 3 clusters Score -3412422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3412418.750000 Penalty: 3415.053955
	Iteration 91Q: 3 clusters Score -3412419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3412417.250000 Penalty: 3415.053955
	Iteration 92Q: 3 clusters Score -3412417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3412421.250000 Penalty: 3415.053955
	Iteration 93Q: 3 clusters Score -3412421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3412417.750000 Penalty: 3415.053955
	Iteration 94Q: 3 clusters Score -3412418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3412417.750000 Penalty: 3415.053955
	Iteration 95F: 3 clusters Score -3412418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Entering Unmasked Estep 
Score: -2308725.000000 Penalty: 1649.494873
	Iteration 0F: 2 clusters Score -2308725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2291333.500000 Penalty: 3298.989746
	Iteration 0F: 3 clusters Score -2291334 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2297877.000000 Penalty: 3298.989746
	Iteration 1F: 3 clusters Score -2297877 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2298221.500000 Penalty: 3298.989746
	Iteration 2Q: 3 clusters Score -2298222 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2298585.250000 Penalty: 3298.989746
	Iteration 3Q: 3 clusters Score -2298585 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2299009.500000 Penalty: 3298.989746
	Iteration 4Q: 3 clusters Score -2299010 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2299566.500000 Penalty: 3298.989746
	Iteration 5Q: 3 clusters Score -2299566 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2300213.750000 Penalty: 3298.989746
	Iteration 6Q: 3 clusters Score -2300214 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2300867.000000 Penalty: 3298.989746
	Iteration 7Q: 3 clusters Score -2300867 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2301415.250000 Penalty: 3298.989746
	Iteration 8Q: 3 clusters Score -2301415 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2301906.500000 Penalty: 3298.989746
	Iteration 9Q: 3 clusters Score -2301906 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2302328.750000 Penalty: 3298.989746
	Iteration 10Q: 3 clusters Score -2302329 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2302671.000000 Penalty: 3298.989746
	Iteration 11Q: 3 clusters Score -2302671 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2302951.500000 Penalty: 3298.989746
	Iteration 12Q: 3 clusters Score -2302952 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2303259.750000 Penalty: 3298.989746
	Iteration 13Q: 3 clusters Score -2303260 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2303528.500000 Penalty: 3298.989746
	Iteration 14Q: 3 clusters Score -2303528 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2303799.750000 Penalty: 3298.989746
	Iteration 15Q: 3 clusters Score -2303800 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2304055.000000 Penalty: 3298.989746
	Iteration 16Q: 3 clusters Score -2304055 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2304332.500000 Penalty: 3298.989746
	Iteration 17Q: 3 clusters Score -2304332 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2304627.500000 Penalty: 3298.989746
	Iteration 18Q: 3 clusters Score -2304628 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2304954.000000 Penalty: 3298.989746
	Iteration 19Q: 3 clusters Score -2304954 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2305257.500000 Penalty: 3298.989746
	Iteration 20F: 3 clusters Score -2305258 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2305558.750000 Penalty: 3298.989746
	Iteration 21Q: 3 clusters Score -2305559 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2305838.250000 Penalty: 3298.989746
	Iteration 22Q: 3 clusters Score -2305838 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2306076.750000 Penalty: 3298.989746
	Iteration 23Q: 3 clusters Score -2306077 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2306266.500000 Penalty: 3298.989746
	Iteration 24Q: 3 clusters Score -2306266 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2306436.500000 Penalty: 3298.989746
	Iteration 25Q: 3 clusters Score -2306436 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2306587.000000 Penalty: 3298.989746
	Iteration 26Q: 3 clusters Score -2306587 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2306708.000000 Penalty: 3298.989746
	Iteration 27Q: 3 clusters Score -2306708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2306792.250000 Penalty: 3298.989746
	Iteration 28Q: 3 clusters Score -2306792 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2306863.250000 Penalty: 3298.989746
	Iteration 29Q: 3 clusters Score -2306863 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2306914.500000 Penalty: 3298.989746
	Iteration 30Q: 3 clusters Score -2306914 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2306967.000000 Penalty: 3298.989746
	Iteration 31Q: 3 clusters Score -2306967 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2306998.250000 Penalty: 3298.989746
	Iteration 32Q: 3 clusters Score -2306998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2307042.500000 Penalty: 3298.989746
	Iteration 33Q: 3 clusters Score -2307042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2307063.000000 Penalty: 3298.989746
	Iteration 34Q: 3 clusters Score -2307063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2307095.500000 Penalty: 3298.989746
	Iteration 35Q: 3 clusters Score -2307096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2307120.500000 Penalty: 3298.989746
	Iteration 36Q: 3 clusters Score -2307120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2307150.250000 Penalty: 3298.989746
	Iteration 37Q: 3 clusters Score -2307150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2307167.000000 Penalty: 3298.989746
	Iteration 38Q: 3 clusters Score -2307167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2307178.500000 Penalty: 3298.989746
	Iteration 39Q: 3 clusters Score -2307178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2307197.000000 Penalty: 3298.989746
	Iteration 40F: 3 clusters Score -2307197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2307210.750000 Penalty: 3298.989746
	Iteration 41Q: 3 clusters Score -2307211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2307232.000000 Penalty: 3298.989746
	Iteration 42Q: 3 clusters Score -2307232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2307252.250000 Penalty: 3298.989746
	Iteration 43Q: 3 clusters Score -2307252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2307272.750000 Penalty: 3298.989746
	Iteration 44Q: 3 clusters Score -2307273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2307282.000000 Penalty: 3298.989746
	Iteration 45Q: 3 clusters Score -2307282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2307300.250000 Penalty: 3298.989746
	Iteration 46Q: 3 clusters Score -2307300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2307305.000000 Penalty: 3298.989746
	Iteration 47Q: 3 clusters Score -2307305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2307306.500000 Penalty: 3298.989746
	Iteration 48Q: 3 clusters Score -2307306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2307315.000000 Penalty: 3298.989746
	Iteration 49Q: 3 clusters Score -2307315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2307322.500000 Penalty: 3298.989746
	Iteration 50Q: 3 clusters Score -2307322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2307324.250000 Penalty: 3298.989746
	Iteration 51Q: 3 clusters Score -2307324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2307334.000000 Penalty: 3298.989746
	Iteration 52Q: 3 clusters Score -2307334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2307336.500000 Penalty: 3298.989746
	Iteration 53Q: 3 clusters Score -2307336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2307344.250000 Penalty: 3298.989746
	Iteration 54Q: 3 clusters Score -2307344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2307345.250000 Penalty: 3298.989746
	Iteration 55Q: 3 clusters Score -2307345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2307348.000000 Penalty: 3298.989746
	Iteration 56Q: 3 clusters Score -2307348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2307346.750000 Penalty: 3298.989746
	Iteration 57Q: 3 clusters Score -2307347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2307348.750000 Penalty: 3298.989746
	Iteration 58Q: 3 clusters Score -2307349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2307353.250000 Penalty: 3298.989746
	Iteration 59Q: 3 clusters Score -2307353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2307356.000000 Penalty: 3298.989746
	Iteration 60F: 3 clusters Score -2307356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2307358.750000 Penalty: 3298.989746
	Iteration 61Q: 3 clusters Score -2307359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2307358.250000 Penalty: 3298.989746
	Iteration 62Q: 3 clusters Score -2307358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2307366.250000 Penalty: 3298.989746
	Iteration 63Q: 3 clusters Score -2307366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2307374.500000 Penalty: 3298.989746
	Iteration 64Q: 3 clusters Score -2307374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2307381.000000 Penalty: 3298.989746
	Iteration 65Q: 3 clusters Score -2307381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2307380.500000 Penalty: 3298.989746
	Iteration 66Q: 3 clusters Score -2307380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2307383.000000 Penalty: 3298.989746
	Iteration 67Q: 3 clusters Score -2307383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2307385.250000 Penalty: 3298.989746
	Iteration 68Q: 3 clusters Score -2307385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2307385.000000 Penalty: 3298.989746
	Iteration 69Q: 3 clusters Score -2307385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2307389.500000 Penalty: 3298.989746
	Iteration 70Q: 3 clusters Score -2307390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2307390.500000 Penalty: 3298.989746
	Iteration 71Q: 3 clusters Score -2307390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2307390.750000 Penalty: 3298.989746
	Iteration 72Q: 3 clusters Score -2307391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2307390.250000 Penalty: 3298.989746
	Iteration 73Q: 3 clusters Score -2307390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2307389.000000 Penalty: 3298.989746
	Iteration 74Q: 3 clusters Score -2307389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2307393.750000 Penalty: 3298.989746
	Iteration 75Q: 3 clusters Score -2307394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2307396.750000 Penalty: 3298.989746
	Iteration 76Q: 3 clusters Score -2307397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2307396.750000 Penalty: 3298.989746
	Iteration 77Q: 3 clusters Score -2307397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2307397.000000 Penalty: 3298.989746
	Iteration 78Q: 3 clusters Score -2307397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2307396.000000 Penalty: 3298.989746
	Iteration 79Q: 3 clusters Score -2307396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2307395.250000 Penalty: 3298.989746
	Iteration 80F: 3 clusters Score -2307395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2307397.750000 Penalty: 3298.989746
	Iteration 81Q: 3 clusters Score -2307398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2307397.750000 Penalty: 3298.989746
	Iteration 82F: 3 clusters Score -2307398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Entering Unmasked Estep 
Score: -3677902.750000 Penalty: 1719.319702
	Iteration 0F: 2 clusters Score -3677903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3651497.500000 Penalty: 3438.639404
	Iteration 0F: 3 clusters Score -3651498 nChanged 18279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3662277.000000 Penalty: 3438.639404
	Iteration 1F: 3 clusters Score -3662277 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3663358.500000 Penalty: 3438.639404
	Iteration 2F: 3 clusters Score -3663358 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3664861.000000 Penalty: 3438.639404
	Iteration 3F: 3 clusters Score -3664861 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3666990.750000 Penalty: 3438.639404
	Iteration 4F: 3 clusters Score -3666991 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3669590.000000 Penalty: 3438.639404
	Iteration 5F: 3 clusters Score -3669590 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3672160.500000 Penalty: 3438.639404
	Iteration 6F: 3 clusters Score -3672160 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3674028.000000 Penalty: 3438.639404
	Iteration 7F: 3 clusters Score -3674028 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3675008.500000 Penalty: 3438.639404
	Iteration 8Q: 3 clusters Score -3675008 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3675484.750000 Penalty: 3438.639404
	Iteration 9Q: 3 clusters Score -3675485 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3675788.500000 Penalty: 3438.639404
	Iteration 10Q: 3 clusters Score -3675788 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3676014.000000 Penalty: 3438.639404
	Iteration 11Q: 3 clusters Score -3676014 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3676201.000000 Penalty: 3438.639404
	Iteration 12Q: 3 clusters Score -3676201 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3676333.000000 Penalty: 3438.639404
	Iteration 13Q: 3 clusters Score -3676333 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3676457.750000 Penalty: 3438.639404
	Iteration 14Q: 3 clusters Score -3676458 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3676545.000000 Penalty: 3438.639404
	Iteration 15Q: 3 clusters Score -3676545 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3676633.500000 Penalty: 3438.639404
	Iteration 16Q: 3 clusters Score -3676634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3676716.250000 Penalty: 3438.639404
	Iteration 17Q: 3 clusters Score -3676716 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3676786.000000 Penalty: 3438.639404
	Iteration 18Q: 3 clusters Score -3676786 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3676838.500000 Penalty: 3438.639404
	Iteration 19Q: 3 clusters Score -3676838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3676886.250000 Penalty: 3438.639404
	Iteration 20F: 3 clusters Score -3676886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3676933.250000 Penalty: 3438.639404
	Iteration 21Q: 3 clusters Score -3676933 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3676964.500000 Penalty: 3438.639404
	Iteration 22Q: 3 clusters Score -3676964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3677001.250000 Penalty: 3438.639404
	Iteration 23Q: 3 clusters Score -3677001 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3677021.750000 Penalty: 3438.639404
	Iteration 24Q: 3 clusters Score -3677022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3677035.500000 Penalty: 3438.639404
	Iteration 25Q: 3 clusters Score -3677036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3677053.250000 Penalty: 3438.639404
	Iteration 26Q: 3 clusters Score -3677053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3677078.000000 Penalty: 3438.639404
	Iteration 27Q: 3 clusters Score -3677078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3677086.750000 Penalty: 3438.639404
	Iteration 28Q: 3 clusters Score -3677087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3677103.000000 Penalty: 3438.639404
	Iteration 29Q: 3 clusters Score -3677103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3677125.000000 Penalty: 3438.639404
	Iteration 30Q: 3 clusters Score -3677125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3677137.000000 Penalty: 3438.639404
	Iteration 31Q: 3 clusters Score -3677137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3677144.750000 Penalty: 3438.639404
	Iteration 32Q: 3 clusters Score -3677145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3677150.250000 Penalty: 3438.639404
	Iteration 33Q: 3 clusters Score -3677150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3677161.000000 Penalty: 3438.639404
	Iteration 34Q: 3 clusters Score -3677161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3677162.250000 Penalty: 3438.639404
	Iteration 35Q: 3 clusters Score -3677162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3677170.750000 Penalty: 3438.639404
	Iteration 36Q: 3 clusters Score -3677171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3677165.000000 Penalty: 3438.639404
	Iteration 37Q: 3 clusters Score -3677165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3677180.500000 Penalty: 3438.639404
	Iteration 38Q: 3 clusters Score -3677180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3677182.250000 Penalty: 3438.639404
	Iteration 39Q: 3 clusters Score -3677182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3677191.500000 Penalty: 3438.639404
	Iteration 40F: 3 clusters Score -3677192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3677193.250000 Penalty: 3438.639404
	Iteration 41Q: 3 clusters Score -3677193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3677192.500000 Penalty: 3438.639404
	Iteration 42Q: 3 clusters Score -3677192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3677199.250000 Penalty: 3438.639404
	Iteration 43Q: 3 clusters Score -3677199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3677204.500000 Penalty: 3438.639404
	Iteration 44Q: 3 clusters Score -3677204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3677197.250000 Penalty: 3438.639404
	Iteration 45Q: 3 clusters Score -3677197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3677201.250000 Penalty: 3438.639404
	Iteration 46Q: 3 clusters Score -3677201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3677202.250000 Penalty: 3438.639404
	Iteration 47Q: 3 clusters Score -3677202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3677206.750000 Penalty: 3438.639404
	Iteration 48Q: 3 clusters Score -3677207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3677205.000000 Penalty: 3438.639404
	Iteration 49Q: 3 clusters Score -3677205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3677199.750000 Penalty: 3438.639404
	Iteration 50Q: 3 clusters Score -3677200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3677202.250000 Penalty: 3438.639404
	Iteration 51Q: 3 clusters Score -3677202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3677201.500000 Penalty: 3438.639404
	Iteration 52Q: 3 clusters Score -3677202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3677202.500000 Penalty: 3438.639404
	Iteration 53Q: 3 clusters Score -3677202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3677202.500000 Penalty: 3438.639404
	Iteration 54F: 3 clusters Score -3677202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (334131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334131 members 
Entering Unmasked Estep 
Score: -30529898.000000 Penalty: 2066.884521
	Iteration 0F: 2 clusters Score -3.05299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166700 members 
Mstep: Class 2 contains 167431 members 
Entering Unmasked Estep 
Score: -30321432.000000 Penalty: 4133.769043
	Iteration 0F: 3 clusters Score -3.032143e+07 nChanged 163067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155883 members 
Mstep: Class 2 contains 178248 members 
Entering Unmasked Estep 
Score: -30420384.000000 Penalty: 4133.769043
	Iteration 1F: 3 clusters Score -3.042038e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 184657 members 
Entering Unmasked Estep 
Score: -30423210.000000 Penalty: 4133.769043
	Iteration 2Q: 3 clusters Score -3.042321e+07 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139690 members 
Mstep: Class 2 contains 194441 members 
Entering Unmasked Estep 
Score: -30428500.000000 Penalty: 4133.769043
	Iteration 3Q: 3 clusters Score -3.04285e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125446 members 
Mstep: Class 2 contains 208685 members 
Entering Unmasked Estep 
Score: -30437106.000000 Penalty: 4133.769043
	Iteration 4F: 3 clusters Score -3.043711e+07 nChanged 21334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 227051 members 
Entering Unmasked Estep 
Score: -30452452.000000 Penalty: 4133.769043
	Iteration 5F: 3 clusters Score -3.045245e+07 nChanged 23154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 246755 members 
Entering Unmasked Estep 
Score: -30472320.000000 Penalty: 4133.769043
	Iteration 6F: 3 clusters Score -3.047232e+07 nChanged 20721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 262596 members 
Entering Unmasked Estep 
Score: -30491992.000000 Penalty: 4133.769043
	Iteration 7F: 3 clusters Score -3.049199e+07 nChanged 16085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 272037 members 
Entering Unmasked Estep 
Score: -30504548.000000 Penalty: 4133.769043
	Iteration 8Q: 3 clusters Score -3.050455e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 277583 members 
Entering Unmasked Estep 
Score: -30510700.000000 Penalty: 4133.769043
	Iteration 9Q: 3 clusters Score -3.05107e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 282011 members 
Entering Unmasked Estep 
Score: -30513846.000000 Penalty: 4133.769043
	Iteration 10Q: 3 clusters Score -3.051385e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 286068 members 
Entering Unmasked Estep 
Score: -30516608.000000 Penalty: 4133.769043
	Iteration 11Q: 3 clusters Score -3.051661e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 290106 members 
Entering Unmasked Estep 
Score: -30519928.000000 Penalty: 4133.769043
	Iteration 12Q: 3 clusters Score -3.051993e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 294111 members 
Entering Unmasked Estep 
Score: -30522476.000000 Penalty: 4133.769043
	Iteration 13Q: 3 clusters Score -3.052248e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 298124 members 
Entering Unmasked Estep 
Score: -30524796.000000 Penalty: 4133.769043
	Iteration 14Q: 3 clusters Score -3.05248e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 302267 members 
Entering Unmasked Estep 
Score: -30526560.000000 Penalty: 4133.769043
	Iteration 15Q: 3 clusters Score -3.052656e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 306385 members 
Entering Unmasked Estep 
Score: -30528106.000000 Penalty: 4133.769043
	Iteration 16Q: 3 clusters Score -3.052811e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 310486 members 
Entering Unmasked Estep 
Score: -30529016.000000 Penalty: 4133.769043
	Iteration 17Q: 3 clusters Score -3.052902e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 314567 members 
Entering Unmasked Estep 
Score: -30529676.000000 Penalty: 4133.769043
	Iteration 18Q: 3 clusters Score -3.052968e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 318614 members 
Entering Unmasked Estep 
Score: -30530208.000000 Penalty: 4133.769043
	Iteration 19Q: 3 clusters Score -3.053021e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 322407 members 
Entering Unmasked Estep 
Score: -30530756.000000 Penalty: 4133.769043
	Iteration 20F: 3 clusters Score -3.053076e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 325661 members 
Entering Unmasked Estep 
Score: -30530738.000000 Penalty: 4133.769043
	Iteration 21Q: 3 clusters Score -3.053074e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 328237 members 
Entering Unmasked Estep 
Score: -30530348.000000 Penalty: 4133.769043
	Iteration 22Q: 3 clusters Score -3.053035e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 330118 members 
Entering Unmasked Estep 
Score: -30529852.000000 Penalty: 4133.769043
	Iteration 23Q: 3 clusters Score -3.052985e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 331427 members 
Entering Unmasked Estep 
Score: -30529530.000000 Penalty: 4133.769043
	Iteration 24Q: 3 clusters Score -3.052953e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 332258 members 
Entering Unmasked Estep 
Score: -30529078.000000 Penalty: 4133.769043
	Iteration 25Q: 3 clusters Score -3.052908e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 332780 members 
Entering Unmasked Estep 
Score: -30528844.000000 Penalty: 4133.769043
	Iteration 26Q: 3 clusters Score -3.052884e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 333089 members 
Entering Unmasked Estep 
Score: -30528760.000000 Penalty: 4133.769043
	Iteration 27Q: 3 clusters Score -3.052876e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 333262 members 
Entering Unmasked Estep 
Score: -30528688.000000 Penalty: 4133.769043
	Iteration 28Q: 3 clusters Score -3.052869e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 333360 members 
Entering Unmasked Estep 
Score: -30528614.000000 Penalty: 4133.769043
	Iteration 29Q: 3 clusters Score -3.052861e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 333427 members 
Entering Unmasked Estep 
Score: -30528608.000000 Penalty: 4133.769043
	Iteration 30Q: 3 clusters Score -3.052861e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 333477 members 
Entering Unmasked Estep 
Score: -30528580.000000 Penalty: 4133.769043
	Iteration 31Q: 3 clusters Score -3.052858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 333510 members 
Entering Unmasked Estep 
Score: -30528572.000000 Penalty: 4133.769043
	Iteration 32Q: 3 clusters Score -3.052857e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 333552 members 
Entering Unmasked Estep 
Score: -30528582.000000 Penalty: 4133.769043
	Iteration 33Q: 3 clusters Score -3.052858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 333586 members 
Entering Unmasked Estep 
Score: -30528572.000000 Penalty: 4133.769043
	Iteration 34Q: 3 clusters Score -3.052857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 333603 members 
Entering Unmasked Estep 
Score: -30528582.000000 Penalty: 4133.769043
	Iteration 35Q: 3 clusters Score -3.052858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 333615 members 
Entering Unmasked Estep 
Score: -30528580.000000 Penalty: 4133.769043
	Iteration 36Q: 3 clusters Score -3.052858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 333628 members 
Entering Unmasked Estep 
Score: -30528606.000000 Penalty: 4133.769043
	Iteration 37Q: 3 clusters Score -3.052861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 333636 members 
Entering Unmasked Estep 
Score: -30528616.000000 Penalty: 4133.769043
	Iteration 38Q: 3 clusters Score -3.052862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 333646 members 
Entering Unmasked Estep 
Score: -30528606.000000 Penalty: 4133.769043
	Iteration 39Q: 3 clusters Score -3.052861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 333653 members 
Entering Unmasked Estep 
Score: -30528598.000000 Penalty: 4133.769043
	Iteration 40F: 3 clusters Score -3.05286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 333660 members 
Entering Unmasked Estep 
Score: -30528610.000000 Penalty: 4133.769043
	Iteration 41Q: 3 clusters Score -3.052861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 333668 members 
Entering Unmasked Estep 
Score: -30528622.000000 Penalty: 4133.769043
	Iteration 42Q: 3 clusters Score -3.052862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 333675 members 
Entering Unmasked Estep 
Score: -30528616.000000 Penalty: 4133.769043
	Iteration 43Q: 3 clusters Score -3.052862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 333686 members 
Entering Unmasked Estep 
Score: -30528620.000000 Penalty: 4133.769043
	Iteration 44Q: 3 clusters Score -3.052862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 333697 members 
Entering Unmasked Estep 
Score: -30528616.000000 Penalty: 4133.769043
	Iteration 45Q: 3 clusters Score -3.052862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 333698 members 
Entering Unmasked Estep 
Score: -30528626.000000 Penalty: 4133.769043
	Iteration 46Q: 3 clusters Score -3.052863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 333699 members 
Entering Unmasked Estep 
Score: -30528626.000000 Penalty: 4133.769043
	Iteration 47Q: 3 clusters Score -3.052863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333701 members 
Entering Unmasked Estep 
Score: -30528636.000000 Penalty: 4133.769043
	Iteration 48Q: 3 clusters Score -3.052864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 333704 members 
Entering Unmasked Estep 
Score: -30528620.000000 Penalty: 4133.769043
	Iteration 49Q: 3 clusters Score -3.052862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 333704 members 
Entering Unmasked Estep 
Score: -30528620.000000 Penalty: 4133.769043
	Iteration 50Q: 3 clusters Score -3.052862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 333709 members 
Entering Unmasked Estep 
Score: -30528610.000000 Penalty: 4133.769043
	Iteration 51Q: 3 clusters Score -3.052861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 333712 members 
Entering Unmasked Estep 
Score: -30528610.000000 Penalty: 4133.769043
	Iteration 52Q: 3 clusters Score -3.052861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 333715 members 
Entering Unmasked Estep 
Score: -30528626.000000 Penalty: 4133.769043
	Iteration 53Q: 3 clusters Score -3.052863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 333715 members 
Entering Unmasked Estep 
Score: -30528626.000000 Penalty: 4133.769043
	Iteration 54F: 3 clusters Score -3.052863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 7 contains 25977 members 
Mstep: Class 8 contains 5897 members 
Mstep: Class 9 contains 44377 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 13 contains 59550 members 
Mstep: Class 14 contains 16090 members 
Mstep: Class 15 contains 36602 members 
Mstep: Class 17 contains 25610 members 
Mstep: Class 18 contains 39357 members 
Mstep: Class 19 contains 334131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538404.000000 Penalty: 23789.835938
Iteration 79Q: 12 clusters Score -5.45384e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 7 contains 25963 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 44384 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 13 contains 59573 members 
Mstep: Class 14 contains 16109 members 
Mstep: Class 15 contains 36607 members 
Mstep: Class 17 contains 25613 members 
Mstep: Class 18 contains 39372 members 
Mstep: Class 19 contains 334093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538480.000000 Penalty: 23789.835938
Iteration 80F: 12 clusters Score -5.453848e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 7 contains 25950 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 44394 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 13 contains 59596 members 
Mstep: Class 14 contains 16128 members 
Mstep: Class 15 contains 36612 members 
Mstep: Class 17 contains 25616 members 
Mstep: Class 18 contains 39383 members 
Mstep: Class 19 contains 334057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538464.000000 Penalty: 23789.835938
Iteration 81Q: 12 clusters Score -5.453846e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 7 contains 25933 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 44417 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 13 contains 59615 members 
Mstep: Class 14 contains 16150 members 
Mstep: Class 15 contains 36615 members 
Mstep: Class 17 contains 25618 members 
Mstep: Class 18 contains 39393 members 
Mstep: Class 19 contains 334017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538536.000000 Penalty: 23789.835938
Iteration 82Q: 12 clusters Score -5.453854e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 7 contains 25920 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 44434 members 
Mstep: Class 10 contains 13515 members 
Mstep: Class 13 contains 59630 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 36616 members 
Mstep: Class 17 contains 25618 members 
Mstep: Class 18 contains 39402 members 
Mstep: Class 19 contains 333988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538536.000000 Penalty: 23789.835938
Iteration 83Q: 12 clusters Score -5.453854e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1503 members 
Mstep: Class 7 contains 25909 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 44445 members 
Mstep: Class 10 contains 13526 members 
Mstep: Class 13 contains 59651 members 
Mstep: Class 14 contains 16178 members 
Mstep: Class 15 contains 36618 members 
Mstep: Class 17 contains 25617 members 
Mstep: Class 18 contains 39407 members 
Mstep: Class 19 contains 333965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538540.000000 Penalty: 23789.835938
Iteration 84Q: 12 clusters Score -5.453854e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 7 contains 25896 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 44457 members 
Mstep: Class 10 contains 13531 members 
Mstep: Class 13 contains 59665 members 
Mstep: Class 14 contains 16189 members 
Mstep: Class 15 contains 36619 members 
Mstep: Class 17 contains 25624 members 
Mstep: Class 18 contains 39415 members 
Mstep: Class 19 contains 333944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538584.000000 Penalty: 23789.835938
Iteration 85Q: 12 clusters Score -5.453858e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 7 contains 25880 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 44464 members 
Mstep: Class 10 contains 13538 members 
Mstep: Class 13 contains 59674 members 
Mstep: Class 14 contains 16201 members 
Mstep: Class 15 contains 36618 members 
Mstep: Class 17 contains 25621 members 
Mstep: Class 18 contains 39419 members 
Mstep: Class 19 contains 333940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538608.000000 Penalty: 23789.835938
Iteration 86Q: 12 clusters Score -5.453861e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 7 contains 25863 members 
Mstep: Class 8 contains 5720 members 
Mstep: Class 9 contains 44472 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 13 contains 59680 members 
Mstep: Class 14 contains 16212 members 
Mstep: Class 15 contains 36621 members 
Mstep: Class 17 contains 25624 members 
Mstep: Class 18 contains 39429 members 
Mstep: Class 19 contains 333925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538564.000000 Penalty: 23789.835938
Iteration 87Q: 12 clusters Score -5.453856e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25849 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 44479 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 13 contains 59689 members 
Mstep: Class 14 contains 16223 members 
Mstep: Class 15 contains 36619 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39436 members 
Mstep: Class 19 contains 333900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538572.000000 Penalty: 23789.835938
Iteration 88Q: 12 clusters Score -5.453857e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25839 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 44487 members 
Mstep: Class 10 contains 13559 members 
Mstep: Class 13 contains 59690 members 
Mstep: Class 14 contains 16234 members 
Mstep: Class 15 contains 36622 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39440 members 
Mstep: Class 19 contains 333882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538584.000000 Penalty: 23789.835938
Iteration 89Q: 12 clusters Score -5.453858e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25826 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 44496 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 13 contains 59693 members 
Mstep: Class 14 contains 16239 members 
Mstep: Class 15 contains 36624 members 
Mstep: Class 17 contains 25634 members 
Mstep: Class 18 contains 39443 members 
Mstep: Class 19 contains 333872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538552.000000 Penalty: 23789.835938
Iteration 90Q: 12 clusters Score -5.453855e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25807 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 44503 members 
Mstep: Class 10 contains 13567 members 
Mstep: Class 13 contains 59695 members 
Mstep: Class 14 contains 16243 members 
Mstep: Class 15 contains 36625 members 
Mstep: Class 17 contains 25640 members 
Mstep: Class 18 contains 39449 members 
Mstep: Class 19 contains 333866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538552.000000 Penalty: 23789.835938
Iteration 91Q: 12 clusters Score -5.453855e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25785 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44509 members 
Mstep: Class 10 contains 13571 members 
Mstep: Class 13 contains 59697 members 
Mstep: Class 14 contains 16249 members 
Mstep: Class 15 contains 36627 members 
Mstep: Class 17 contains 25644 members 
Mstep: Class 18 contains 39457 members 
Mstep: Class 19 contains 333859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538548.000000 Penalty: 23789.835938
Iteration 92Q: 12 clusters Score -5.453855e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25771 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44515 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 13 contains 59698 members 
Mstep: Class 14 contains 16252 members 
Mstep: Class 15 contains 36629 members 
Mstep: Class 17 contains 25642 members 
Mstep: Class 18 contains 39465 members 
Mstep: Class 19 contains 333854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538576.000000 Penalty: 23789.835938
Iteration 93Q: 12 clusters Score -5.453858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25757 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44518 members 
Mstep: Class 10 contains 13574 members 
Mstep: Class 13 contains 59699 members 
Mstep: Class 14 contains 16256 members 
Mstep: Class 15 contains 36629 members 
Mstep: Class 17 contains 25640 members 
Mstep: Class 18 contains 39468 members 
Mstep: Class 19 contains 333857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538548.000000 Penalty: 23789.835938
Iteration 94Q: 12 clusters Score -5.453855e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25743 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44522 members 
Mstep: Class 10 contains 13574 members 
Mstep: Class 13 contains 59702 members 
Mstep: Class 14 contains 16258 members 
Mstep: Class 15 contains 36628 members 
Mstep: Class 17 contains 25636 members 
Mstep: Class 18 contains 39471 members 
Mstep: Class 19 contains 333864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538572.000000 Penalty: 23789.835938
Iteration 95Q: 12 clusters Score -5.453857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25725 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44524 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59703 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 36628 members 
Mstep: Class 17 contains 25635 members 
Mstep: Class 18 contains 39474 members 
Mstep: Class 19 contains 333870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538580.000000 Penalty: 23789.835938
Iteration 96Q: 12 clusters Score -5.453858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25709 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44523 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59704 members 
Mstep: Class 14 contains 16272 members 
Mstep: Class 15 contains 36630 members 
Mstep: Class 17 contains 25634 members 
Mstep: Class 18 contains 39479 members 
Mstep: Class 19 contains 333872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538544.000000 Penalty: 23789.835938
Iteration 97Q: 12 clusters Score -5.453854e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25691 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44525 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59705 members 
Mstep: Class 14 contains 16279 members 
Mstep: Class 15 contains 36634 members 
Mstep: Class 17 contains 25634 members 
Mstep: Class 18 contains 39485 members 
Mstep: Class 19 contains 333870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538500.000000 Penalty: 23789.835938
Iteration 98Q: 12 clusters Score -5.45385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25676 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44525 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59708 members 
Mstep: Class 14 contains 16287 members 
Mstep: Class 15 contains 36634 members 
Mstep: Class 17 contains 25634 members 
Mstep: Class 18 contains 39492 members 
Mstep: Class 19 contains 333867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538456.000000 Penalty: 23789.835938
Iteration 99Q: 12 clusters Score -5.453846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25665 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44524 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59708 members 
Mstep: Class 14 contains 16291 members 
Mstep: Class 15 contains 36634 members 
Mstep: Class 17 contains 25634 members 
Mstep: Class 18 contains 39498 members 
Mstep: Class 19 contains 333869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538452.000000 Penalty: 23789.835938
Iteration 100F: 12 clusters Score -5.453845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25657 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44523 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59710 members 
Mstep: Class 14 contains 16293 members 
Mstep: Class 15 contains 36634 members 
Mstep: Class 17 contains 25634 members 
Mstep: Class 18 contains 39508 members 
Mstep: Class 19 contains 333864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538480.000000 Penalty: 23789.835938
Iteration 101Q: 12 clusters Score -5.453848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25649 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44524 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59711 members 
Mstep: Class 14 contains 16297 members 
Mstep: Class 15 contains 36634 members 
Mstep: Class 17 contains 25633 members 
Mstep: Class 18 contains 39514 members 
Mstep: Class 19 contains 333861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538496.000000 Penalty: 23789.835938
Iteration 102Q: 12 clusters Score -5.45385e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25634 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44526 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59710 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 36634 members 
Mstep: Class 17 contains 25633 members 
Mstep: Class 18 contains 39521 members 
Mstep: Class 19 contains 333855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538488.000000 Penalty: 23789.835938
Iteration 103Q: 12 clusters Score -5.453849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25629 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44528 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 59711 members 
Mstep: Class 14 contains 16317 members 
Mstep: Class 15 contains 36636 members 
Mstep: Class 17 contains 25633 members 
Mstep: Class 18 contains 39525 members 
Mstep: Class 19 contains 333844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538500.000000 Penalty: 23789.835938
Iteration 104Q: 12 clusters Score -5.45385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44530 members 
Mstep: Class 10 contains 13576 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16323 members 
Mstep: Class 15 contains 36636 members 
Mstep: Class 17 contains 25632 members 
Mstep: Class 18 contains 39526 members 
Mstep: Class 19 contains 333839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538460.000000 Penalty: 23789.835938
Iteration 105Q: 12 clusters Score -5.453846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13577 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16329 members 
Mstep: Class 15 contains 36638 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 39528 members 
Mstep: Class 19 contains 333835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538448.000000 Penalty: 23789.835938
Iteration 106Q: 12 clusters Score -5.453845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25613 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13577 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16333 members 
Mstep: Class 15 contains 36638 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39532 members 
Mstep: Class 19 contains 333832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538472.000000 Penalty: 23789.835938
Iteration 107Q: 12 clusters Score -5.453847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25607 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13578 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16340 members 
Mstep: Class 15 contains 36638 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 333828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538524.000000 Penalty: 23789.835938
Iteration 108Q: 12 clusters Score -5.453852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25603 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13581 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16346 members 
Mstep: Class 15 contains 36637 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 333822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538508.000000 Penalty: 23789.835938
Iteration 109Q: 12 clusters Score -5.453851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 36637 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39540 members 
Mstep: Class 19 contains 333817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538484.000000 Penalty: 23789.835938
Iteration 110Q: 12 clusters Score -5.453848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 36636 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538500.000000 Penalty: 23789.835938
Iteration 111Q: 12 clusters Score -5.45385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 36637 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538492.000000 Penalty: 23789.835938
Iteration 112Q: 12 clusters Score -5.453849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 36638 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538512.000000 Penalty: 23789.835938
Iteration 113Q: 12 clusters Score -5.453851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44531 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 36640 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538524.000000 Penalty: 23789.835938
Iteration 114Q: 12 clusters Score -5.453852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44532 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 36639 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538524.000000 Penalty: 23789.835938
Iteration 115Q: 12 clusters Score -5.453852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44534 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 36638 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538520.000000 Penalty: 23789.835938
Iteration 116Q: 12 clusters Score -5.453852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44535 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 36639 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538524.000000 Penalty: 23789.835938
Iteration 117Q: 12 clusters Score -5.453852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44536 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 16350 members 
Mstep: Class 15 contains 36639 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538540.000000 Penalty: 23789.835938
Iteration 118Q: 12 clusters Score -5.453854e+07 nChanged 2
Entering ConstructFrom: 
Score: -54538540.000000 Penalty: 23789.835938
Entering ConstructFrom: 
Trying to split cluster 2 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -143173.765625 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -143173.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -141373.484375 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -141373.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -141712.531250 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -141712.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -141801.765625 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -141801.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -141840.078125 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -141840.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -141867.468750 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -141867.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -141881.890625 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -141881.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -141892.734375 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -141892.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141898.234375 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -141898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -141901.828125 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -141901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -141907.250000 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -141907.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -141911.187500 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -141911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -141914.265625 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -141914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -141916.953125 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -141917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -141916.953125 Penalty: 2376.145996
	Iteration 13F: 3 clusters Score -141917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Entering Unmasked Estep 
Score: -2406562.750000 Penalty: 1649.418823
	Iteration 0F: 2 clusters Score -2406563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2389178.000000 Penalty: 3298.837646
	Iteration 0F: 3 clusters Score -2389178 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2395520.000000 Penalty: 3298.837646
	Iteration 1F: 3 clusters Score -2395520 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2395892.500000 Penalty: 3298.837646
	Iteration 2Q: 3 clusters Score -2395892 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2396339.750000 Penalty: 3298.837646
	Iteration 3Q: 3 clusters Score -2396340 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2396949.250000 Penalty: 3298.837646
	Iteration 4F: 3 clusters Score -2396949 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2397723.750000 Penalty: 3298.837646
	Iteration 5F: 3 clusters Score -2397724 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2398813.000000 Penalty: 3298.837646
	Iteration 6F: 3 clusters Score -2398813 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2400144.250000 Penalty: 3298.837646
	Iteration 7F: 3 clusters Score -2400144 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2401512.000000 Penalty: 3298.837646
	Iteration 8F: 3 clusters Score -2401512 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2402476.250000 Penalty: 3298.837646
	Iteration 9F: 3 clusters Score -2402476 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2402976.750000 Penalty: 3298.837646
	Iteration 10Q: 3 clusters Score -2402977 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2403255.250000 Penalty: 3298.837646
	Iteration 11Q: 3 clusters Score -2403255 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2403451.750000 Penalty: 3298.837646
	Iteration 12Q: 3 clusters Score -2403452 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2403621.250000 Penalty: 3298.837646
	Iteration 13Q: 3 clusters Score -2403621 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2403776.750000 Penalty: 3298.837646
	Iteration 14Q: 3 clusters Score -2403777 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2403917.000000 Penalty: 3298.837646
	Iteration 15Q: 3 clusters Score -2403917 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2404056.500000 Penalty: 3298.837646
	Iteration 16Q: 3 clusters Score -2404056 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2404170.250000 Penalty: 3298.837646
	Iteration 17Q: 3 clusters Score -2404170 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2404277.000000 Penalty: 3298.837646
	Iteration 18Q: 3 clusters Score -2404277 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2404377.500000 Penalty: 3298.837646
	Iteration 19Q: 3 clusters Score -2404378 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2404458.250000 Penalty: 3298.837646
	Iteration 20F: 3 clusters Score -2404458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2404517.250000 Penalty: 3298.837646
	Iteration 21Q: 3 clusters Score -2404517 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2404569.250000 Penalty: 3298.837646
	Iteration 22Q: 3 clusters Score -2404569 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2404611.250000 Penalty: 3298.837646
	Iteration 23Q: 3 clusters Score -2404611 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2404662.000000 Penalty: 3298.837646
	Iteration 24Q: 3 clusters Score -2404662 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2404715.750000 Penalty: 3298.837646
	Iteration 25Q: 3 clusters Score -2404716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2404775.250000 Penalty: 3298.837646
	Iteration 26Q: 3 clusters Score -2404775 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2404837.000000 Penalty: 3298.837646
	Iteration 27Q: 3 clusters Score -2404837 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2404895.000000 Penalty: 3298.837646
	Iteration 28Q: 3 clusters Score -2404895 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2404953.250000 Penalty: 3298.837646
	Iteration 29Q: 3 clusters Score -2404953 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2405004.250000 Penalty: 3298.837646
	Iteration 30Q: 3 clusters Score -2405004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2405035.500000 Penalty: 3298.837646
	Iteration 31Q: 3 clusters Score -2405036 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2405045.250000 Penalty: 3298.837646
	Iteration 32Q: 3 clusters Score -2405045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2405068.500000 Penalty: 3298.837646
	Iteration 33Q: 3 clusters Score -2405068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2405078.750000 Penalty: 3298.837646
	Iteration 34Q: 3 clusters Score -2405079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2405087.000000 Penalty: 3298.837646
	Iteration 35Q: 3 clusters Score -2405087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2405100.750000 Penalty: 3298.837646
	Iteration 36Q: 3 clusters Score -2405101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2405110.500000 Penalty: 3298.837646
	Iteration 37Q: 3 clusters Score -2405110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2405126.750000 Penalty: 3298.837646
	Iteration 38Q: 3 clusters Score -2405127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2405136.750000 Penalty: 3298.837646
	Iteration 39Q: 3 clusters Score -2405137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2405142.750000 Penalty: 3298.837646
	Iteration 40F: 3 clusters Score -2405143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2405148.000000 Penalty: 3298.837646
	Iteration 41Q: 3 clusters Score -2405148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2405157.750000 Penalty: 3298.837646
	Iteration 42Q: 3 clusters Score -2405158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2405170.000000 Penalty: 3298.837646
	Iteration 43Q: 3 clusters Score -2405170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2405177.500000 Penalty: 3298.837646
	Iteration 44Q: 3 clusters Score -2405178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2405190.500000 Penalty: 3298.837646
	Iteration 45Q: 3 clusters Score -2405190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2405199.500000 Penalty: 3298.837646
	Iteration 46Q: 3 clusters Score -2405200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2405202.000000 Penalty: 3298.837646
	Iteration 47Q: 3 clusters Score -2405202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2405211.000000 Penalty: 3298.837646
	Iteration 48Q: 3 clusters Score -2405211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2405225.750000 Penalty: 3298.837646
	Iteration 49Q: 3 clusters Score -2405226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2405235.500000 Penalty: 3298.837646
	Iteration 50Q: 3 clusters Score -2405236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2405246.250000 Penalty: 3298.837646
	Iteration 51Q: 3 clusters Score -2405246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2405254.000000 Penalty: 3298.837646
	Iteration 52Q: 3 clusters Score -2405254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2405262.250000 Penalty: 3298.837646
	Iteration 53Q: 3 clusters Score -2405262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2405266.500000 Penalty: 3298.837646
	Iteration 54Q: 3 clusters Score -2405266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2405264.500000 Penalty: 3298.837646
	Iteration 55Q: 3 clusters Score -2405264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2405272.750000 Penalty: 3298.837646
	Iteration 56Q: 3 clusters Score -2405273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2405270.750000 Penalty: 3298.837646
	Iteration 57Q: 3 clusters Score -2405271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2405274.750000 Penalty: 3298.837646
	Iteration 58Q: 3 clusters Score -2405275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2405277.000000 Penalty: 3298.837646
	Iteration 59Q: 3 clusters Score -2405277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2405272.750000 Penalty: 3298.837646
	Iteration 60F: 3 clusters Score -2405273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2405274.500000 Penalty: 3298.837646
	Iteration 61Q: 3 clusters Score -2405274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2405274.750000 Penalty: 3298.837646
	Iteration 62Q: 3 clusters Score -2405275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2405274.250000 Penalty: 3298.837646
	Iteration 63Q: 3 clusters Score -2405274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2405273.000000 Penalty: 3298.837646
	Iteration 64Q: 3 clusters Score -2405273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2405272.250000 Penalty: 3298.837646
	Iteration 65Q: 3 clusters Score -2405272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2405275.250000 Penalty: 3298.837646
	Iteration 66Q: 3 clusters Score -2405275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2405275.750000 Penalty: 3298.837646
	Iteration 67Q: 3 clusters Score -2405276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2405276.250000 Penalty: 3298.837646
	Iteration 68Q: 3 clusters Score -2405276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2405278.250000 Penalty: 3298.837646
	Iteration 69Q: 3 clusters Score -2405278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2405283.000000 Penalty: 3298.837646
	Iteration 70Q: 3 clusters Score -2405283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2405280.750000 Penalty: 3298.837646
	Iteration 71Q: 3 clusters Score -2405281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2405281.500000 Penalty: 3298.837646
	Iteration 72Q: 3 clusters Score -2405282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2405283.000000 Penalty: 3298.837646
	Iteration 73Q: 3 clusters Score -2405283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2405283.750000 Penalty: 3298.837646
	Iteration 74Q: 3 clusters Score -2405284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2405282.000000 Penalty: 3298.837646
	Iteration 75Q: 3 clusters Score -2405282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2405282.000000 Penalty: 3298.837646
	Iteration 76F: 3 clusters Score -2405282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -483768.718750 Penalty: 1405.050659
	Iteration 0F: 2 clusters Score -483768.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -479423.406250 Penalty: 2810.101318
	Iteration 0F: 3 clusters Score -479423.4 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -481223.468750 Penalty: 2810.101318
	Iteration 1F: 3 clusters Score -481223.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -482228.625000 Penalty: 2810.101318
	Iteration 2F: 3 clusters Score -482228.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -483120.312500 Penalty: 2810.101318
	Iteration 3F: 3 clusters Score -483120.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -483631.312500 Penalty: 2810.101318
	Iteration 4F: 3 clusters Score -483631.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -483869.656250 Penalty: 2810.101318
	Iteration 5F: 3 clusters Score -483869.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -483939.500000 Penalty: 2810.101318
	Iteration 6Q: 3 clusters Score -483939.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -483963.250000 Penalty: 2810.101318
	Iteration 7Q: 3 clusters Score -483963.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -483976.343750 Penalty: 2810.101318
	Iteration 8Q: 3 clusters Score -483976.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -483981.093750 Penalty: 2810.101318
	Iteration 9Q: 3 clusters Score -483981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -483984.656250 Penalty: 2810.101318
	Iteration 10Q: 3 clusters Score -483984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -483986.156250 Penalty: 2810.101318
	Iteration 11Q: 3 clusters Score -483986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -483987.625000 Penalty: 2810.101318
	Iteration 12Q: 3 clusters Score -483987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -483988.281250 Penalty: 2810.101318
	Iteration 13Q: 3 clusters Score -483988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -483988.593750 Penalty: 2810.101318
	Iteration 14Q: 3 clusters Score -483988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -483988.593750 Penalty: 2810.101318
	Iteration 15F: 3 clusters Score -483988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 44537 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 36639 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 333807 members 
Entering Unmasked Estep 
Score: -54538060.000000 Penalty: 25952.548828
Splitting cluster 8 changes total score from -54538540.000000 to -54538060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Entering Unmasked Estep 
Score: -4153868.500000 Penalty: 1739.412354
	Iteration 0F: 2 clusters Score -4153868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -4123917.000000 Penalty: 3478.824707
	Iteration 0F: 3 clusters Score -4123917 nChanged 20869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4135517.250000 Penalty: 3478.824707
	Iteration 1F: 3 clusters Score -4135517 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4135840.250000 Penalty: 3478.824707
	Iteration 2Q: 3 clusters Score -4135840 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4136182.000000 Penalty: 3478.824707
	Iteration 3Q: 3 clusters Score -4136182 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4136530.750000 Penalty: 3478.824707
	Iteration 4Q: 3 clusters Score -4136531 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -4136993.500000 Penalty: 3478.824707
	Iteration 5Q: 3 clusters Score -4136994 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4137710.750000 Penalty: 3478.824707
	Iteration 6Q: 3 clusters Score -4137711 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4138890.250000 Penalty: 3478.824707
	Iteration 7Q: 3 clusters Score -4138890 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4140822.750000 Penalty: 3478.824707
	Iteration 8F: 3 clusters Score -4140823 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4143612.000000 Penalty: 3478.824707
	Iteration 9F: 3 clusters Score -4143612 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -4146652.500000 Penalty: 3478.824707
	Iteration 10F: 3 clusters Score -4146652 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4149305.500000 Penalty: 3478.824707
	Iteration 11F: 3 clusters Score -4149306 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4150979.500000 Penalty: 3478.824707
	Iteration 12Q: 3 clusters Score -4150980 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4151901.000000 Penalty: 3478.824707
	Iteration 13Q: 3 clusters Score -4151901 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4152405.750000 Penalty: 3478.824707
	Iteration 14Q: 3 clusters Score -4152406 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4152608.750000 Penalty: 3478.824707
	Iteration 15Q: 3 clusters Score -4152609 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4152675.000000 Penalty: 3478.824707
	Iteration 16Q: 3 clusters Score -4152675 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4152719.750000 Penalty: 3478.824707
	Iteration 17Q: 3 clusters Score -4152720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4152753.750000 Penalty: 3478.824707
	Iteration 18Q: 3 clusters Score -4152754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4152757.000000 Penalty: 3478.824707
	Iteration 19Q: 3 clusters Score -4152757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4152774.250000 Penalty: 3478.824707
	Iteration 20F: 3 clusters Score -4152774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4152784.750000 Penalty: 3478.824707
	Iteration 21Q: 3 clusters Score -4152785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4152788.500000 Penalty: 3478.824707
	Iteration 22Q: 3 clusters Score -4152788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4152792.750000 Penalty: 3478.824707
	Iteration 23Q: 3 clusters Score -4152793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4152792.500000 Penalty: 3478.824707
	Iteration 24Q: 3 clusters Score -4152792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4152796.500000 Penalty: 3478.824707
	Iteration 25Q: 3 clusters Score -4152796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4152798.000000 Penalty: 3478.824707
	Iteration 26Q: 3 clusters Score -4152798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4152797.000000 Penalty: 3478.824707
	Iteration 27Q: 3 clusters Score -4152797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4152796.750000 Penalty: 3478.824707
	Iteration 28Q: 3 clusters Score -4152797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4152798.500000 Penalty: 3478.824707
	Iteration 29Q: 3 clusters Score -4152798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4152798.500000 Penalty: 3478.824707
	Iteration 30F: 3 clusters Score -4152798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Entering Unmasked Estep 
Score: -1287408.625000 Penalty: 1546.431274
	Iteration 0F: 2 clusters Score -1287409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1277915.750000 Penalty: 3092.862549
	Iteration 0F: 3 clusters Score -1277916 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1280989.000000 Penalty: 3092.862549
	Iteration 1F: 3 clusters Score -1280989 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1281244.500000 Penalty: 3092.862549
	Iteration 2F: 3 clusters Score -1281244 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1281448.375000 Penalty: 3092.862549
	Iteration 3Q: 3 clusters Score -1281448 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1281624.875000 Penalty: 3092.862549
	Iteration 4Q: 3 clusters Score -1281625 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1281820.625000 Penalty: 3092.862549
	Iteration 5Q: 3 clusters Score -1281821 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1282083.500000 Penalty: 3092.862549
	Iteration 6Q: 3 clusters Score -1282084 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1282496.125000 Penalty: 3092.862549
	Iteration 7F: 3 clusters Score -1282496 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1283053.625000 Penalty: 3092.862549
	Iteration 8F: 3 clusters Score -1283054 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1283767.125000 Penalty: 3092.862549
	Iteration 9F: 3 clusters Score -1283767 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1284510.750000 Penalty: 3092.862549
	Iteration 10F: 3 clusters Score -1284511 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1285153.750000 Penalty: 3092.862549
	Iteration 11F: 3 clusters Score -1285154 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1285604.375000 Penalty: 3092.862549
	Iteration 12Q: 3 clusters Score -1285604 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1285874.125000 Penalty: 3092.862549
	Iteration 13Q: 3 clusters Score -1285874 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1286032.375000 Penalty: 3092.862549
	Iteration 14Q: 3 clusters Score -1286032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1286107.750000 Penalty: 3092.862549
	Iteration 15Q: 3 clusters Score -1286108 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1286156.625000 Penalty: 3092.862549
	Iteration 16Q: 3 clusters Score -1286157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1286200.250000 Penalty: 3092.862549
	Iteration 17Q: 3 clusters Score -1286200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1286227.625000 Penalty: 3092.862549
	Iteration 18Q: 3 clusters Score -1286228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1286255.250000 Penalty: 3092.862549
	Iteration 19Q: 3 clusters Score -1286255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1286270.125000 Penalty: 3092.862549
	Iteration 20F: 3 clusters Score -1286270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1286285.750000 Penalty: 3092.862549
	Iteration 21Q: 3 clusters Score -1286286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1286298.000000 Penalty: 3092.862549
	Iteration 22Q: 3 clusters Score -1286298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1286310.125000 Penalty: 3092.862549
	Iteration 23Q: 3 clusters Score -1286310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1286323.250000 Penalty: 3092.862549
	Iteration 24Q: 3 clusters Score -1286323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1286328.750000 Penalty: 3092.862549
	Iteration 25Q: 3 clusters Score -1286329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1286336.875000 Penalty: 3092.862549
	Iteration 26Q: 3 clusters Score -1286337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1286338.875000 Penalty: 3092.862549
	Iteration 27Q: 3 clusters Score -1286339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1286343.000000 Penalty: 3092.862549
	Iteration 28Q: 3 clusters Score -1286343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1286344.375000 Penalty: 3092.862549
	Iteration 29Q: 3 clusters Score -1286344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1286346.375000 Penalty: 3092.862549
	Iteration 30Q: 3 clusters Score -1286346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1286348.500000 Penalty: 3092.862549
	Iteration 31Q: 3 clusters Score -1286348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1286350.500000 Penalty: 3092.862549
	Iteration 32Q: 3 clusters Score -1286350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1286354.500000 Penalty: 3092.862549
	Iteration 33Q: 3 clusters Score -1286354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1286355.125000 Penalty: 3092.862549
	Iteration 34Q: 3 clusters Score -1286355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1286356.250000 Penalty: 3092.862549
	Iteration 35Q: 3 clusters Score -1286356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1286359.375000 Penalty: 3092.862549
	Iteration 36Q: 3 clusters Score -1286359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1286359.500000 Penalty: 3092.862549
	Iteration 37Q: 3 clusters Score -1286360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1286360.375000 Penalty: 3092.862549
	Iteration 38Q: 3 clusters Score -1286360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1286360.375000 Penalty: 3092.862549
	Iteration 39F: 3 clusters Score -1286360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Entering Unmasked Estep 
Score: -5584726.500000 Penalty: 1787.062012
	Iteration 0F: 2 clusters Score -5584726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5544843.500000 Penalty: 3574.124023
	Iteration 0F: 3 clusters Score -5544844 nChanged 28162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -5560925.500000 Penalty: 3574.124023
	Iteration 1F: 3 clusters Score -5560926 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -5561896.000000 Penalty: 3574.124023
	Iteration 2Q: 3 clusters Score -5561896 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -5563501.500000 Penalty: 3574.124023
	Iteration 3F: 3 clusters Score -5563502 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -5566010.500000 Penalty: 3574.124023
	Iteration 4F: 3 clusters Score -5566010 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5569877.500000 Penalty: 3574.124023
	Iteration 5F: 3 clusters Score -5569878 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5574366.000000 Penalty: 3574.124023
	Iteration 6F: 3 clusters Score -5574366 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -5578479.000000 Penalty: 3574.124023
	Iteration 7F: 3 clusters Score -5578479 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5581005.500000 Penalty: 3574.124023
	Iteration 8Q: 3 clusters Score -5581006 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5581988.000000 Penalty: 3574.124023
	Iteration 9Q: 3 clusters Score -5581988 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5582306.500000 Penalty: 3574.124023
	Iteration 10Q: 3 clusters Score -5582306 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5582461.500000 Penalty: 3574.124023
	Iteration 11Q: 3 clusters Score -5582462 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -5582605.000000 Penalty: 3574.124023
	Iteration 12Q: 3 clusters Score -5582605 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5582708.000000 Penalty: 3574.124023
	Iteration 13Q: 3 clusters Score -5582708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5582808.500000 Penalty: 3574.124023
	Iteration 14Q: 3 clusters Score -5582808 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5582907.500000 Penalty: 3574.124023
	Iteration 15Q: 3 clusters Score -5582908 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5583021.000000 Penalty: 3574.124023
	Iteration 16Q: 3 clusters Score -5583021 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5583068.000000 Penalty: 3574.124023
	Iteration 17Q: 3 clusters Score -5583068 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5583120.500000 Penalty: 3574.124023
	Iteration 18Q: 3 clusters Score -5583120 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5583150.000000 Penalty: 3574.124023
	Iteration 19Q: 3 clusters Score -5583150 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5583199.000000 Penalty: 3574.124023
	Iteration 20F: 3 clusters Score -5583199 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5583216.000000 Penalty: 3574.124023
	Iteration 21Q: 3 clusters Score -5583216 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5583258.500000 Penalty: 3574.124023
	Iteration 22Q: 3 clusters Score -5583258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5583287.500000 Penalty: 3574.124023
	Iteration 23Q: 3 clusters Score -5583288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5583327.000000 Penalty: 3574.124023
	Iteration 24Q: 3 clusters Score -5583327 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5583355.000000 Penalty: 3574.124023
	Iteration 25Q: 3 clusters Score -5583355 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5583368.000000 Penalty: 3574.124023
	Iteration 26Q: 3 clusters Score -5583368 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5583394.500000 Penalty: 3574.124023
	Iteration 27Q: 3 clusters Score -5583394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5583392.500000 Penalty: 3574.124023
	Iteration 28Q: 3 clusters Score -5583392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5583389.500000 Penalty: 3574.124023
	Iteration 29Q: 3 clusters Score -5583390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5583412.500000 Penalty: 3574.124023
	Iteration 30Q: 3 clusters Score -5583412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5583452.500000 Penalty: 3574.124023
	Iteration 31Q: 3 clusters Score -5583452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5583461.000000 Penalty: 3574.124023
	Iteration 32Q: 3 clusters Score -5583461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5583471.000000 Penalty: 3574.124023
	Iteration 33Q: 3 clusters Score -5583471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5583473.500000 Penalty: 3574.124023
	Iteration 34Q: 3 clusters Score -5583474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5583493.500000 Penalty: 3574.124023
	Iteration 35Q: 3 clusters Score -5583494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5583508.000000 Penalty: 3574.124023
	Iteration 36Q: 3 clusters Score -5583508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5583516.000000 Penalty: 3574.124023
	Iteration 37Q: 3 clusters Score -5583516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5583517.500000 Penalty: 3574.124023
	Iteration 38Q: 3 clusters Score -5583518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5583516.500000 Penalty: 3574.124023
	Iteration 39Q: 3 clusters Score -5583516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5583513.500000 Penalty: 3574.124023
	Iteration 40F: 3 clusters Score -5583514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5583511.500000 Penalty: 3574.124023
	Iteration 41Q: 3 clusters Score -5583512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5583518.000000 Penalty: 3574.124023
	Iteration 42Q: 3 clusters Score -5583518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5583515.000000 Penalty: 3574.124023
	Iteration 43Q: 3 clusters Score -5583515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5583515.000000 Penalty: 3574.124023
	Iteration 44Q: 3 clusters Score -5583515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5583525.000000 Penalty: 3574.124023
	Iteration 45Q: 3 clusters Score -5583525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5583521.500000 Penalty: 3574.124023
	Iteration 46Q: 3 clusters Score -5583522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5583525.500000 Penalty: 3574.124023
	Iteration 47Q: 3 clusters Score -5583526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5583520.000000 Penalty: 3574.124023
	Iteration 48Q: 3 clusters Score -5583520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5583524.500000 Penalty: 3574.124023
	Iteration 49Q: 3 clusters Score -5583524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5583524.000000 Penalty: 3574.124023
	Iteration 50Q: 3 clusters Score -5583524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5583524.000000 Penalty: 3574.124023
	Iteration 51F: 3 clusters Score -5583524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Entering Unmasked Estep 
Score: -1527871.000000 Penalty: 1576.582275
	Iteration 0F: 2 clusters Score -1527871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1516709.625000 Penalty: 3153.164551
	Iteration 0F: 3 clusters Score -1516710 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1520595.750000 Penalty: 3153.164551
	Iteration 1F: 3 clusters Score -1520596 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1520808.750000 Penalty: 3153.164551
	Iteration 2Q: 3 clusters Score -1520809 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1520994.000000 Penalty: 3153.164551
	Iteration 3Q: 3 clusters Score -1520994 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1521185.125000 Penalty: 3153.164551
	Iteration 4Q: 3 clusters Score -1521185 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1521394.125000 Penalty: 3153.164551
	Iteration 5Q: 3 clusters Score -1521394 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1521620.625000 Penalty: 3153.164551
	Iteration 6Q: 3 clusters Score -1521621 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1521910.625000 Penalty: 3153.164551
	Iteration 7Q: 3 clusters Score -1521911 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1522222.625000 Penalty: 3153.164551
	Iteration 8Q: 3 clusters Score -1522223 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1522591.875000 Penalty: 3153.164551
	Iteration 9Q: 3 clusters Score -1522592 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1523033.000000 Penalty: 3153.164551
	Iteration 10Q: 3 clusters Score -1523033 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1523546.250000 Penalty: 3153.164551
	Iteration 11Q: 3 clusters Score -1523546 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1524012.250000 Penalty: 3153.164551
	Iteration 12Q: 3 clusters Score -1524012 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1524384.500000 Penalty: 3153.164551
	Iteration 13Q: 3 clusters Score -1524384 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1524643.250000 Penalty: 3153.164551
	Iteration 14Q: 3 clusters Score -1524643 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1524813.750000 Penalty: 3153.164551
	Iteration 15Q: 3 clusters Score -1524814 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1524930.625000 Penalty: 3153.164551
	Iteration 16Q: 3 clusters Score -1524931 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1525000.000000 Penalty: 3153.164551
	Iteration 17Q: 3 clusters Score -1525000 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1525056.000000 Penalty: 3153.164551
	Iteration 18Q: 3 clusters Score -1525056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1525113.750000 Penalty: 3153.164551
	Iteration 19Q: 3 clusters Score -1525114 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1525161.875000 Penalty: 3153.164551
	Iteration 20F: 3 clusters Score -1525162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1525217.250000 Penalty: 3153.164551
	Iteration 21Q: 3 clusters Score -1525217 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1525265.250000 Penalty: 3153.164551
	Iteration 22Q: 3 clusters Score -1525265 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1525313.000000 Penalty: 3153.164551
	Iteration 23Q: 3 clusters Score -1525313 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1525368.125000 Penalty: 3153.164551
	Iteration 24Q: 3 clusters Score -1525368 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1525419.000000 Penalty: 3153.164551
	Iteration 25Q: 3 clusters Score -1525419 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1525469.000000 Penalty: 3153.164551
	Iteration 26Q: 3 clusters Score -1525469 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1525507.375000 Penalty: 3153.164551
	Iteration 27Q: 3 clusters Score -1525507 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1525555.000000 Penalty: 3153.164551
	Iteration 28Q: 3 clusters Score -1525555 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1525595.875000 Penalty: 3153.164551
	Iteration 29Q: 3 clusters Score -1525596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1525627.500000 Penalty: 3153.164551
	Iteration 30Q: 3 clusters Score -1525628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1525663.625000 Penalty: 3153.164551
	Iteration 31Q: 3 clusters Score -1525664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1525705.375000 Penalty: 3153.164551
	Iteration 32Q: 3 clusters Score -1525705 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1525741.125000 Penalty: 3153.164551
	Iteration 33Q: 3 clusters Score -1525741 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1525788.500000 Penalty: 3153.164551
	Iteration 34Q: 3 clusters Score -1525788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1525837.375000 Penalty: 3153.164551
	Iteration 35Q: 3 clusters Score -1525837 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1525875.000000 Penalty: 3153.164551
	Iteration 36Q: 3 clusters Score -1525875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1525920.125000 Penalty: 3153.164551
	Iteration 37Q: 3 clusters Score -1525920 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1525956.625000 Penalty: 3153.164551
	Iteration 38Q: 3 clusters Score -1525957 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1525987.500000 Penalty: 3153.164551
	Iteration 39Q: 3 clusters Score -1525988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1526009.250000 Penalty: 3153.164551
	Iteration 40F: 3 clusters Score -1526009 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1526034.625000 Penalty: 3153.164551
	Iteration 41Q: 3 clusters Score -1526035 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1526057.125000 Penalty: 3153.164551
	Iteration 42Q: 3 clusters Score -1526057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1526080.125000 Penalty: 3153.164551
	Iteration 43Q: 3 clusters Score -1526080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1526104.500000 Penalty: 3153.164551
	Iteration 44Q: 3 clusters Score -1526104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1526128.375000 Penalty: 3153.164551
	Iteration 45Q: 3 clusters Score -1526128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1526155.750000 Penalty: 3153.164551
	Iteration 46Q: 3 clusters Score -1526156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1526185.375000 Penalty: 3153.164551
	Iteration 47Q: 3 clusters Score -1526185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1526210.000000 Penalty: 3153.164551
	Iteration 48Q: 3 clusters Score -1526210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1526234.500000 Penalty: 3153.164551
	Iteration 49Q: 3 clusters Score -1526234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1526262.500000 Penalty: 3153.164551
	Iteration 50Q: 3 clusters Score -1526262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1526285.750000 Penalty: 3153.164551
	Iteration 51Q: 3 clusters Score -1526286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1526313.875000 Penalty: 3153.164551
	Iteration 52Q: 3 clusters Score -1526314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1526340.250000 Penalty: 3153.164551
	Iteration 53Q: 3 clusters Score -1526340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1526368.000000 Penalty: 3153.164551
	Iteration 54Q: 3 clusters Score -1526368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1526390.750000 Penalty: 3153.164551
	Iteration 55Q: 3 clusters Score -1526391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1526415.875000 Penalty: 3153.164551
	Iteration 56Q: 3 clusters Score -1526416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1526435.875000 Penalty: 3153.164551
	Iteration 57Q: 3 clusters Score -1526436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1526456.375000 Penalty: 3153.164551
	Iteration 58Q: 3 clusters Score -1526456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1526466.000000 Penalty: 3153.164551
	Iteration 59Q: 3 clusters Score -1526466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1526481.500000 Penalty: 3153.164551
	Iteration 60F: 3 clusters Score -1526482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1526495.125000 Penalty: 3153.164551
	Iteration 61Q: 3 clusters Score -1526495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1526500.125000 Penalty: 3153.164551
	Iteration 62Q: 3 clusters Score -1526500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1526503.750000 Penalty: 3153.164551
	Iteration 63Q: 3 clusters Score -1526504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1526507.875000 Penalty: 3153.164551
	Iteration 64Q: 3 clusters Score -1526508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1526509.250000 Penalty: 3153.164551
	Iteration 65Q: 3 clusters Score -1526509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1526509.000000 Penalty: 3153.164551
	Iteration 66Q: 3 clusters Score -1526509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1526512.625000 Penalty: 3153.164551
	Iteration 67Q: 3 clusters Score -1526513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1526514.000000 Penalty: 3153.164551
	Iteration 68Q: 3 clusters Score -1526514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1526517.750000 Penalty: 3153.164551
	Iteration 69Q: 3 clusters Score -1526518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1526524.750000 Penalty: 3153.164551
	Iteration 70Q: 3 clusters Score -1526525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1526524.250000 Penalty: 3153.164551
	Iteration 71Q: 3 clusters Score -1526524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1526527.500000 Penalty: 3153.164551
	Iteration 72Q: 3 clusters Score -1526528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1526530.125000 Penalty: 3153.164551
	Iteration 73Q: 3 clusters Score -1526530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1526538.250000 Penalty: 3153.164551
	Iteration 74Q: 3 clusters Score -1526538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1526544.875000 Penalty: 3153.164551
	Iteration 75Q: 3 clusters Score -1526545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1526551.875000 Penalty: 3153.164551
	Iteration 76Q: 3 clusters Score -1526552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1526556.375000 Penalty: 3153.164551
	Iteration 77Q: 3 clusters Score -1526556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1526561.250000 Penalty: 3153.164551
	Iteration 78Q: 3 clusters Score -1526561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1526563.875000 Penalty: 3153.164551
	Iteration 79Q: 3 clusters Score -1526564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1526563.750000 Penalty: 3153.164551
	Iteration 80F: 3 clusters Score -1526564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Entering Unmasked Estep 
Score: -3420615.750000 Penalty: 1707.691040
	Iteration 0F: 2 clusters Score -3420616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3396190.500000 Penalty: 3415.382080
	Iteration 0F: 3 clusters Score -3396190 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3405881.250000 Penalty: 3415.382080
	Iteration 1F: 3 clusters Score -3405881 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3406452.500000 Penalty: 3415.382080
	Iteration 2Q: 3 clusters Score -3406452 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3407155.750000 Penalty: 3415.382080
	Iteration 3Q: 3 clusters Score -3407156 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3408002.000000 Penalty: 3415.382080
	Iteration 4Q: 3 clusters Score -3408002 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3409031.000000 Penalty: 3415.382080
	Iteration 5F: 3 clusters Score -3409031 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3410334.250000 Penalty: 3415.382080
	Iteration 6F: 3 clusters Score -3410334 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3411889.250000 Penalty: 3415.382080
	Iteration 7F: 3 clusters Score -3411889 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3413424.750000 Penalty: 3415.382080
	Iteration 8F: 3 clusters Score -3413425 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3414719.750000 Penalty: 3415.382080
	Iteration 9F: 3 clusters Score -3414720 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3415733.750000 Penalty: 3415.382080
	Iteration 10Q: 3 clusters Score -3415734 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3416494.250000 Penalty: 3415.382080
	Iteration 11Q: 3 clusters Score -3416494 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3417035.000000 Penalty: 3415.382080
	Iteration 12Q: 3 clusters Score -3417035 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3417388.250000 Penalty: 3415.382080
	Iteration 13Q: 3 clusters Score -3417388 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3417664.250000 Penalty: 3415.382080
	Iteration 14Q: 3 clusters Score -3417664 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3417873.500000 Penalty: 3415.382080
	Iteration 15Q: 3 clusters Score -3417874 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3418018.000000 Penalty: 3415.382080
	Iteration 16Q: 3 clusters Score -3418018 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3418125.000000 Penalty: 3415.382080
	Iteration 17Q: 3 clusters Score -3418125 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3418218.750000 Penalty: 3415.382080
	Iteration 18Q: 3 clusters Score -3418219 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3418325.250000 Penalty: 3415.382080
	Iteration 19Q: 3 clusters Score -3418325 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3418412.750000 Penalty: 3415.382080
	Iteration 20F: 3 clusters Score -3418413 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3418516.750000 Penalty: 3415.382080
	Iteration 21Q: 3 clusters Score -3418517 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3418587.500000 Penalty: 3415.382080
	Iteration 22Q: 3 clusters Score -3418588 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3418651.500000 Penalty: 3415.382080
	Iteration 23Q: 3 clusters Score -3418652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3418698.500000 Penalty: 3415.382080
	Iteration 24Q: 3 clusters Score -3418698 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3418741.000000 Penalty: 3415.382080
	Iteration 25Q: 3 clusters Score -3418741 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3418801.000000 Penalty: 3415.382080
	Iteration 26Q: 3 clusters Score -3418801 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3418874.750000 Penalty: 3415.382080
	Iteration 27Q: 3 clusters Score -3418875 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3418916.000000 Penalty: 3415.382080
	Iteration 28Q: 3 clusters Score -3418916 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3418959.750000 Penalty: 3415.382080
	Iteration 29Q: 3 clusters Score -3418960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3418980.000000 Penalty: 3415.382080
	Iteration 30Q: 3 clusters Score -3418980 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3419007.500000 Penalty: 3415.382080
	Iteration 31Q: 3 clusters Score -3419008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3419026.250000 Penalty: 3415.382080
	Iteration 32Q: 3 clusters Score -3419026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3419049.500000 Penalty: 3415.382080
	Iteration 33Q: 3 clusters Score -3419050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3419065.250000 Penalty: 3415.382080
	Iteration 34Q: 3 clusters Score -3419065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3419090.750000 Penalty: 3415.382080
	Iteration 35Q: 3 clusters Score -3419091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3419104.000000 Penalty: 3415.382080
	Iteration 36Q: 3 clusters Score -3419104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3419106.250000 Penalty: 3415.382080
	Iteration 37Q: 3 clusters Score -3419106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3419122.750000 Penalty: 3415.382080
	Iteration 38Q: 3 clusters Score -3419123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3419140.000000 Penalty: 3415.382080
	Iteration 39Q: 3 clusters Score -3419140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3419143.000000 Penalty: 3415.382080
	Iteration 40F: 3 clusters Score -3419143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3419151.000000 Penalty: 3415.382080
	Iteration 41Q: 3 clusters Score -3419151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3419166.750000 Penalty: 3415.382080
	Iteration 42Q: 3 clusters Score -3419167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3419171.500000 Penalty: 3415.382080
	Iteration 43Q: 3 clusters Score -3419172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3419173.750000 Penalty: 3415.382080
	Iteration 44Q: 3 clusters Score -3419174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3419173.000000 Penalty: 3415.382080
	Iteration 45Q: 3 clusters Score -3419173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3419183.250000 Penalty: 3415.382080
	Iteration 46Q: 3 clusters Score -3419183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3419184.500000 Penalty: 3415.382080
	Iteration 47Q: 3 clusters Score -3419184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3419179.250000 Penalty: 3415.382080
	Iteration 48Q: 3 clusters Score -3419179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3419182.500000 Penalty: 3415.382080
	Iteration 49Q: 3 clusters Score -3419182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3419193.500000 Penalty: 3415.382080
	Iteration 50Q: 3 clusters Score -3419194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3419202.750000 Penalty: 3415.382080
	Iteration 51Q: 3 clusters Score -3419203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3419209.250000 Penalty: 3415.382080
	Iteration 52Q: 3 clusters Score -3419209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3419206.750000 Penalty: 3415.382080
	Iteration 53Q: 3 clusters Score -3419207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3419220.250000 Penalty: 3415.382080
	Iteration 54Q: 3 clusters Score -3419220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3419219.000000 Penalty: 3415.382080
	Iteration 55Q: 3 clusters Score -3419219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3419229.250000 Penalty: 3415.382080
	Iteration 56Q: 3 clusters Score -3419229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3419229.250000 Penalty: 3415.382080
	Iteration 57Q: 3 clusters Score -3419229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3419231.750000 Penalty: 3415.382080
	Iteration 58Q: 3 clusters Score -3419232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3419241.250000 Penalty: 3415.382080
	Iteration 59Q: 3 clusters Score -3419241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3419253.750000 Penalty: 3415.382080
	Iteration 60F: 3 clusters Score -3419254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3419254.000000 Penalty: 3415.382080
	Iteration 61Q: 3 clusters Score -3419254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3419267.750000 Penalty: 3415.382080
	Iteration 62Q: 3 clusters Score -3419268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3419274.750000 Penalty: 3415.382080
	Iteration 63Q: 3 clusters Score -3419275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3419276.750000 Penalty: 3415.382080
	Iteration 64Q: 3 clusters Score -3419277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3419284.250000 Penalty: 3415.382080
	Iteration 65Q: 3 clusters Score -3419284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3419295.000000 Penalty: 3415.382080
	Iteration 66Q: 3 clusters Score -3419295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3419289.500000 Penalty: 3415.382080
	Iteration 67Q: 3 clusters Score -3419290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3419298.250000 Penalty: 3415.382080
	Iteration 68Q: 3 clusters Score -3419298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3419305.000000 Penalty: 3415.382080
	Iteration 69Q: 3 clusters Score -3419305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3419307.500000 Penalty: 3415.382080
	Iteration 70Q: 3 clusters Score -3419308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3419311.750000 Penalty: 3415.382080
	Iteration 71Q: 3 clusters Score -3419312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3419314.000000 Penalty: 3415.382080
	Iteration 72Q: 3 clusters Score -3419314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3419311.500000 Penalty: 3415.382080
	Iteration 73Q: 3 clusters Score -3419312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3419308.500000 Penalty: 3415.382080
	Iteration 74Q: 3 clusters Score -3419308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3419311.750000 Penalty: 3415.382080
	Iteration 75Q: 3 clusters Score -3419312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3419316.500000 Penalty: 3415.382080
	Iteration 76Q: 3 clusters Score -3419316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3419323.000000 Penalty: 3415.382080
	Iteration 77Q: 3 clusters Score -3419323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3419320.500000 Penalty: 3415.382080
	Iteration 78Q: 3 clusters Score -3419320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3419322.250000 Penalty: 3415.382080
	Iteration 79Q: 3 clusters Score -3419322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3419321.500000 Penalty: 3415.382080
	Iteration 80F: 3 clusters Score -3419322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3419323.500000 Penalty: 3415.382080
	Iteration 81Q: 3 clusters Score -3419324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3419328.250000 Penalty: 3415.382080
	Iteration 82Q: 3 clusters Score -3419328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3419328.250000 Penalty: 3415.382080
	Iteration 83F: 3 clusters Score -3419328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Entering Unmasked Estep 
Score: -2309332.500000 Penalty: 1649.621826
	Iteration 0F: 2 clusters Score -2309332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2291995.750000 Penalty: 3299.243652
	Iteration 0F: 3 clusters Score -2291996 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2298633.500000 Penalty: 3299.243652
	Iteration 1F: 3 clusters Score -2298634 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2299113.750000 Penalty: 3299.243652
	Iteration 2Q: 3 clusters Score -2299114 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2299725.750000 Penalty: 3299.243652
	Iteration 3F: 3 clusters Score -2299726 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2300553.250000 Penalty: 3299.243652
	Iteration 4F: 3 clusters Score -2300553 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2301833.250000 Penalty: 3299.243652
	Iteration 5F: 3 clusters Score -2301833 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2303654.000000 Penalty: 3299.243652
	Iteration 6F: 3 clusters Score -2303654 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2305510.000000 Penalty: 3299.243652
	Iteration 7F: 3 clusters Score -2305510 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2306875.750000 Penalty: 3299.243652
	Iteration 8F: 3 clusters Score -2306876 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -2307482.750000 Penalty: 3299.243652
	Iteration 9Q: 3 clusters Score -2307483 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2307692.000000 Penalty: 3299.243652
	Iteration 10Q: 3 clusters Score -2307692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -2307796.250000 Penalty: 3299.243652
	Iteration 11Q: 3 clusters Score -2307796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2307828.500000 Penalty: 3299.243652
	Iteration 12Q: 3 clusters Score -2307828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2307841.500000 Penalty: 3299.243652
	Iteration 13Q: 3 clusters Score -2307842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2307849.250000 Penalty: 3299.243652
	Iteration 14Q: 3 clusters Score -2307849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2307853.750000 Penalty: 3299.243652
	Iteration 15Q: 3 clusters Score -2307854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -2307858.750000 Penalty: 3299.243652
	Iteration 16Q: 3 clusters Score -2307859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2307863.500000 Penalty: 3299.243652
	Iteration 17Q: 3 clusters Score -2307864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2307863.750000 Penalty: 3299.243652
	Iteration 18Q: 3 clusters Score -2307864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2307863.750000 Penalty: 3299.243652
	Iteration 19F: 3 clusters Score -2307864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Entering Unmasked Estep 
Score: -3694919.750000 Penalty: 1720.077637
	Iteration 0F: 2 clusters Score -3694920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3668525.750000 Penalty: 3440.155273
	Iteration 0F: 3 clusters Score -3668526 nChanged 18297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3678875.250000 Penalty: 3440.155273
	Iteration 1F: 3 clusters Score -3678875 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3679723.750000 Penalty: 3440.155273
	Iteration 2Q: 3 clusters Score -3679724 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3680868.000000 Penalty: 3440.155273
	Iteration 3F: 3 clusters Score -3680868 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3682612.000000 Penalty: 3440.155273
	Iteration 4F: 3 clusters Score -3682612 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3684862.000000 Penalty: 3440.155273
	Iteration 5F: 3 clusters Score -3684862 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3687602.000000 Penalty: 3440.155273
	Iteration 6F: 3 clusters Score -3687602 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3690099.750000 Penalty: 3440.155273
	Iteration 7F: 3 clusters Score -3690100 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3691577.250000 Penalty: 3440.155273
	Iteration 8Q: 3 clusters Score -3691577 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3692194.500000 Penalty: 3440.155273
	Iteration 9Q: 3 clusters Score -3692194 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -3692479.000000 Penalty: 3440.155273
	Iteration 10Q: 3 clusters Score -3692479 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -3692692.250000 Penalty: 3440.155273
	Iteration 11Q: 3 clusters Score -3692692 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -3692842.750000 Penalty: 3440.155273
	Iteration 12Q: 3 clusters Score -3692843 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -3692990.250000 Penalty: 3440.155273
	Iteration 13Q: 3 clusters Score -3692990 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3693117.750000 Penalty: 3440.155273
	Iteration 14Q: 3 clusters Score -3693118 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -3693231.250000 Penalty: 3440.155273
	Iteration 15Q: 3 clusters Score -3693231 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -3693314.250000 Penalty: 3440.155273
	Iteration 16Q: 3 clusters Score -3693314 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -3693386.500000 Penalty: 3440.155273
	Iteration 17Q: 3 clusters Score -3693386 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3693438.500000 Penalty: 3440.155273
	Iteration 18Q: 3 clusters Score -3693438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -3693510.500000 Penalty: 3440.155273
	Iteration 19Q: 3 clusters Score -3693510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -3693576.500000 Penalty: 3440.155273
	Iteration 20F: 3 clusters Score -3693576 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -3693649.000000 Penalty: 3440.155273
	Iteration 21Q: 3 clusters Score -3693649 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -3693713.250000 Penalty: 3440.155273
	Iteration 22Q: 3 clusters Score -3693713 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -3693777.750000 Penalty: 3440.155273
	Iteration 23Q: 3 clusters Score -3693778 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -3693824.000000 Penalty: 3440.155273
	Iteration 24Q: 3 clusters Score -3693824 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -3693864.250000 Penalty: 3440.155273
	Iteration 25Q: 3 clusters Score -3693864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -3693902.250000 Penalty: 3440.155273
	Iteration 26Q: 3 clusters Score -3693902 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -3693942.250000 Penalty: 3440.155273
	Iteration 27Q: 3 clusters Score -3693942 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -3693986.500000 Penalty: 3440.155273
	Iteration 28Q: 3 clusters Score -3693986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -3694007.500000 Penalty: 3440.155273
	Iteration 29Q: 3 clusters Score -3694008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -3694028.500000 Penalty: 3440.155273
	Iteration 30Q: 3 clusters Score -3694028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -3694068.750000 Penalty: 3440.155273
	Iteration 31Q: 3 clusters Score -3694069 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -3694100.500000 Penalty: 3440.155273
	Iteration 32Q: 3 clusters Score -3694100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -3694120.750000 Penalty: 3440.155273
	Iteration 33Q: 3 clusters Score -3694121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -3694134.250000 Penalty: 3440.155273
	Iteration 34Q: 3 clusters Score -3694134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3694142.500000 Penalty: 3440.155273
	Iteration 35Q: 3 clusters Score -3694142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -3694150.750000 Penalty: 3440.155273
	Iteration 36Q: 3 clusters Score -3694151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -3694155.250000 Penalty: 3440.155273
	Iteration 37Q: 3 clusters Score -3694155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -3694163.250000 Penalty: 3440.155273
	Iteration 38Q: 3 clusters Score -3694163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -3694161.250000 Penalty: 3440.155273
	Iteration 39Q: 3 clusters Score -3694161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -3694164.500000 Penalty: 3440.155273
	Iteration 40F: 3 clusters Score -3694164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -3694177.000000 Penalty: 3440.155273
	Iteration 41Q: 3 clusters Score -3694177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -3694179.500000 Penalty: 3440.155273
	Iteration 42Q: 3 clusters Score -3694180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -3694191.250000 Penalty: 3440.155273
	Iteration 43Q: 3 clusters Score -3694191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -3694187.250000 Penalty: 3440.155273
	Iteration 44Q: 3 clusters Score -3694187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -3694193.750000 Penalty: 3440.155273
	Iteration 45Q: 3 clusters Score -3694194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -3694194.000000 Penalty: 3440.155273
	Iteration 46Q: 3 clusters Score -3694194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -3694195.000000 Penalty: 3440.155273
	Iteration 47Q: 3 clusters Score -3694195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3694195.250000 Penalty: 3440.155273
	Iteration 48Q: 3 clusters Score -3694195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -3694201.500000 Penalty: 3440.155273
	Iteration 49Q: 3 clusters Score -3694202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -3694206.500000 Penalty: 3440.155273
	Iteration 50Q: 3 clusters Score -3694206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -3694212.750000 Penalty: 3440.155273
	Iteration 51Q: 3 clusters Score -3694213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -3694214.500000 Penalty: 3440.155273
	Iteration 52Q: 3 clusters Score -3694214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -3694216.000000 Penalty: 3440.155273
	Iteration 53Q: 3 clusters Score -3694216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -3694217.500000 Penalty: 3440.155273
	Iteration 54Q: 3 clusters Score -3694218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -3694221.250000 Penalty: 3440.155273
	Iteration 55Q: 3 clusters Score -3694221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -3694222.250000 Penalty: 3440.155273
	Iteration 56Q: 3 clusters Score -3694222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -3694221.250000 Penalty: 3440.155273
	Iteration 57Q: 3 clusters Score -3694221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -3694227.250000 Penalty: 3440.155273
	Iteration 58Q: 3 clusters Score -3694227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -3694224.750000 Penalty: 3440.155273
	Iteration 59Q: 3 clusters Score -3694225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -3694227.000000 Penalty: 3440.155273
	Iteration 60F: 3 clusters Score -3694227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -3694223.000000 Penalty: 3440.155273
	Iteration 61Q: 3 clusters Score -3694223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -3694226.000000 Penalty: 3440.155273
	Iteration 62Q: 3 clusters Score -3694226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -3694224.250000 Penalty: 3440.155273
	Iteration 63Q: 3 clusters Score -3694224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -3694223.000000 Penalty: 3440.155273
	Iteration 64Q: 3 clusters Score -3694223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -3694223.500000 Penalty: 3440.155273
	Iteration 65Q: 3 clusters Score -3694224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -3694223.750000 Penalty: 3440.155273
	Iteration 66Q: 3 clusters Score -3694224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -3694222.250000 Penalty: 3440.155273
	Iteration 67Q: 3 clusters Score -3694222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -3694222.000000 Penalty: 3440.155273
	Iteration 68Q: 3 clusters Score -3694222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -3694222.000000 Penalty: 3440.155273
	Iteration 69Q: 3 clusters Score -3694222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -3694223.750000 Penalty: 3440.155273
	Iteration 70Q: 3 clusters Score -3694224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -3694223.750000 Penalty: 3440.155273
	Iteration 71F: 3 clusters Score -3694224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (333807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333807 members 
Entering Unmasked Estep 
Score: -30500526.000000 Penalty: 2066.726562
	Iteration 0F: 2 clusters Score -3.050053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 166894 members 
Entering Unmasked Estep 
Score: -30291726.000000 Penalty: 4133.453125
	Iteration 0F: 3 clusters Score -3.029173e+07 nChanged 163135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -30389948.000000 Penalty: 4133.453125
	Iteration 1F: 3 clusters Score -3.038995e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 164866 members 
Entering Unmasked Estep 
Score: -30391602.000000 Penalty: 4133.453125
	Iteration 2Q: 3 clusters Score -3.03916e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 164958 members 
Entering Unmasked Estep 
Score: -30393176.000000 Penalty: 4133.453125
	Iteration 3Q: 3 clusters Score -3.039318e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 165430 members 
Entering Unmasked Estep 
Score: -30395632.000000 Penalty: 4133.453125
	Iteration 4Q: 3 clusters Score -3.039563e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167384 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -30399118.000000 Penalty: 4133.453125
	Iteration 5Q: 3 clusters Score -3.039912e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165831 members 
Mstep: Class 2 contains 167976 members 
Entering Unmasked Estep 
Score: -30404168.000000 Penalty: 4133.453125
	Iteration 6Q: 3 clusters Score -3.040417e+07 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -30411960.000000 Penalty: 4133.453125
	Iteration 7Q: 3 clusters Score -3.041196e+07 nChanged 19079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159341 members 
Mstep: Class 2 contains 174466 members 
Entering Unmasked Estep 
Score: -30424588.000000 Penalty: 4133.453125
	Iteration 8F: 3 clusters Score -3.042459e+07 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154619 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -30441662.000000 Penalty: 4133.453125
	Iteration 9F: 3 clusters Score -3.044166e+07 nChanged 21292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -30455508.000000 Penalty: 4133.453125
	Iteration 10F: 3 clusters Score -3.045551e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147284 members 
Mstep: Class 2 contains 186523 members 
Entering Unmasked Estep 
Score: -30461286.000000 Penalty: 4133.453125
	Iteration 11Q: 3 clusters Score -3.046129e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 189110 members 
Entering Unmasked Estep 
Score: -30462926.000000 Penalty: 4133.453125
	Iteration 12Q: 3 clusters Score -3.046293e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142201 members 
Mstep: Class 2 contains 191606 members 
Entering Unmasked Estep 
Score: -30463358.000000 Penalty: 4133.453125
	Iteration 13Q: 3 clusters Score -3.046336e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139588 members 
Mstep: Class 2 contains 194219 members 
Entering Unmasked Estep 
Score: -30463980.000000 Penalty: 4133.453125
	Iteration 14Q: 3 clusters Score -3.046398e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136727 members 
Mstep: Class 2 contains 197080 members 
Entering Unmasked Estep 
Score: -30464700.000000 Penalty: 4133.453125
	Iteration 15Q: 3 clusters Score -3.04647e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133621 members 
Mstep: Class 2 contains 200186 members 
Entering Unmasked Estep 
Score: -30465334.000000 Penalty: 4133.453125
	Iteration 16Q: 3 clusters Score -3.046533e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130329 members 
Mstep: Class 2 contains 203478 members 
Entering Unmasked Estep 
Score: -30466048.000000 Penalty: 4133.453125
	Iteration 17Q: 3 clusters Score -3.046605e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 206919 members 
Entering Unmasked Estep 
Score: -30466684.000000 Penalty: 4133.453125
	Iteration 18Q: 3 clusters Score -3.046668e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 210483 members 
Entering Unmasked Estep 
Score: -30467716.000000 Penalty: 4133.453125
	Iteration 19Q: 3 clusters Score -3.046772e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 214365 members 
Entering Unmasked Estep 
Score: -30468700.000000 Penalty: 4133.453125
	Iteration 20F: 3 clusters Score -3.04687e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115240 members 
Mstep: Class 2 contains 218567 members 
Entering Unmasked Estep 
Score: -30469846.000000 Penalty: 4133.453125
	Iteration 21Q: 3 clusters Score -3.046985e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 222943 members 
Entering Unmasked Estep 
Score: -30470998.000000 Penalty: 4133.453125
	Iteration 22Q: 3 clusters Score -3.0471e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 227572 members 
Entering Unmasked Estep 
Score: -30472198.000000 Penalty: 4133.453125
	Iteration 23Q: 3 clusters Score -3.04722e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 232456 members 
Entering Unmasked Estep 
Score: -30473532.000000 Penalty: 4133.453125
	Iteration 24Q: 3 clusters Score -3.047353e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 237538 members 
Entering Unmasked Estep 
Score: -30474978.000000 Penalty: 4133.453125
	Iteration 25Q: 3 clusters Score -3.047498e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 242815 members 
Entering Unmasked Estep 
Score: -30476706.000000 Penalty: 4133.453125
	Iteration 26Q: 3 clusters Score -3.047671e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 248336 members 
Entering Unmasked Estep 
Score: -30478318.000000 Penalty: 4133.453125
	Iteration 27Q: 3 clusters Score -3.047832e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 254148 members 
Entering Unmasked Estep 
Score: -30480524.000000 Penalty: 4133.453125
	Iteration 28Q: 3 clusters Score -3.048052e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 260227 members 
Entering Unmasked Estep 
Score: -30483168.000000 Penalty: 4133.453125
	Iteration 29Q: 3 clusters Score -3.048317e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 266316 members 
Entering Unmasked Estep 
Score: -30485782.000000 Penalty: 4133.453125
	Iteration 30Q: 3 clusters Score -3.048578e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 272382 members 
Entering Unmasked Estep 
Score: -30488480.000000 Penalty: 4133.453125
	Iteration 31Q: 3 clusters Score -3.048848e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 278265 members 
Entering Unmasked Estep 
Score: -30491460.000000 Penalty: 4133.453125
	Iteration 32Q: 3 clusters Score -3.049146e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 284019 members 
Entering Unmasked Estep 
Score: -30494386.000000 Penalty: 4133.453125
	Iteration 33Q: 3 clusters Score -3.049439e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 289443 members 
Entering Unmasked Estep 
Score: -30498026.000000 Penalty: 4133.453125
	Iteration 34Q: 3 clusters Score -3.049803e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 294548 members 
Entering Unmasked Estep 
Score: -30500700.000000 Penalty: 4133.453125
	Iteration 35Q: 3 clusters Score -3.05007e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 298898 members 
Entering Unmasked Estep 
Score: -30502682.000000 Penalty: 4133.453125
	Iteration 36Q: 3 clusters Score -3.050268e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 302338 members 
Entering Unmasked Estep 
Score: -30504034.000000 Penalty: 4133.453125
	Iteration 37Q: 3 clusters Score -3.050403e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 305079 members 
Entering Unmasked Estep 
Score: -30505076.000000 Penalty: 4133.453125
	Iteration 38Q: 3 clusters Score -3.050508e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 307250 members 
Entering Unmasked Estep 
Score: -30505794.000000 Penalty: 4133.453125
	Iteration 39Q: 3 clusters Score -3.050579e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 308989 members 
Entering Unmasked Estep 
Score: -30506450.000000 Penalty: 4133.453125
	Iteration 40F: 3 clusters Score -3.050645e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 310550 members 
Entering Unmasked Estep 
Score: -30506854.000000 Penalty: 4133.453125
	Iteration 41Q: 3 clusters Score -3.050685e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 311828 members 
Entering Unmasked Estep 
Score: -30507014.000000 Penalty: 4133.453125
	Iteration 42Q: 3 clusters Score -3.050701e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 312903 members 
Entering Unmasked Estep 
Score: -30507024.000000 Penalty: 4133.453125
	Iteration 43Q: 3 clusters Score -3.050702e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 313790 members 
Entering Unmasked Estep 
Score: -30506942.000000 Penalty: 4133.453125
	Iteration 44Q: 3 clusters Score -3.050694e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 314500 members 
Entering Unmasked Estep 
Score: -30506936.000000 Penalty: 4133.453125
	Iteration 45Q: 3 clusters Score -3.050694e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 315139 members 
Entering Unmasked Estep 
Score: -30506790.000000 Penalty: 4133.453125
	Iteration 46Q: 3 clusters Score -3.050679e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 315683 members 
Entering Unmasked Estep 
Score: -30506836.000000 Penalty: 4133.453125
	Iteration 47Q: 3 clusters Score -3.050684e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 316127 members 
Entering Unmasked Estep 
Score: -30506818.000000 Penalty: 4133.453125
	Iteration 48Q: 3 clusters Score -3.050682e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 316512 members 
Entering Unmasked Estep 
Score: -30506824.000000 Penalty: 4133.453125
	Iteration 49Q: 3 clusters Score -3.050682e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 316851 members 
Entering Unmasked Estep 
Score: -30506800.000000 Penalty: 4133.453125
	Iteration 50Q: 3 clusters Score -3.05068e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 317132 members 
Entering Unmasked Estep 
Score: -30506752.000000 Penalty: 4133.453125
	Iteration 51Q: 3 clusters Score -3.050675e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 317375 members 
Entering Unmasked Estep 
Score: -30506668.000000 Penalty: 4133.453125
	Iteration 52Q: 3 clusters Score -3.050667e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 317574 members 
Entering Unmasked Estep 
Score: -30506624.000000 Penalty: 4133.453125
	Iteration 53Q: 3 clusters Score -3.050662e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 317742 members 
Entering Unmasked Estep 
Score: -30506602.000000 Penalty: 4133.453125
	Iteration 54Q: 3 clusters Score -3.05066e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 317883 members 
Entering Unmasked Estep 
Score: -30506624.000000 Penalty: 4133.453125
	Iteration 55Q: 3 clusters Score -3.050662e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 318004 members 
Entering Unmasked Estep 
Score: -30506658.000000 Penalty: 4133.453125
	Iteration 56Q: 3 clusters Score -3.050666e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 318119 members 
Entering Unmasked Estep 
Score: -30506644.000000 Penalty: 4133.453125
	Iteration 57Q: 3 clusters Score -3.050664e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 318219 members 
Entering Unmasked Estep 
Score: -30506618.000000 Penalty: 4133.453125
	Iteration 58Q: 3 clusters Score -3.050662e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 318303 members 
Entering Unmasked Estep 
Score: -30506602.000000 Penalty: 4133.453125
	Iteration 59Q: 3 clusters Score -3.05066e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 318402 members 
Entering Unmasked Estep 
Score: -30506604.000000 Penalty: 4133.453125
	Iteration 60F: 3 clusters Score -3.05066e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 318480 members 
Entering Unmasked Estep 
Score: -30506542.000000 Penalty: 4133.453125
	Iteration 61Q: 3 clusters Score -3.050654e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 318550 members 
Entering Unmasked Estep 
Score: -30506536.000000 Penalty: 4133.453125
	Iteration 62Q: 3 clusters Score -3.050654e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 318613 members 
Entering Unmasked Estep 
Score: -30506546.000000 Penalty: 4133.453125
	Iteration 63Q: 3 clusters Score -3.050655e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 318674 members 
Entering Unmasked Estep 
Score: -30506530.000000 Penalty: 4133.453125
	Iteration 64Q: 3 clusters Score -3.050653e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 318735 members 
Entering Unmasked Estep 
Score: -30506532.000000 Penalty: 4133.453125
	Iteration 65Q: 3 clusters Score -3.050653e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 318794 members 
Entering Unmasked Estep 
Score: -30506504.000000 Penalty: 4133.453125
	Iteration 66Q: 3 clusters Score -3.05065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 318842 members 
Entering Unmasked Estep 
Score: -30506510.000000 Penalty: 4133.453125
	Iteration 67Q: 3 clusters Score -3.050651e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 318893 members 
Entering Unmasked Estep 
Score: -30506494.000000 Penalty: 4133.453125
	Iteration 68Q: 3 clusters Score -3.050649e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 318936 members 
Entering Unmasked Estep 
Score: -30506466.000000 Penalty: 4133.453125
	Iteration 69Q: 3 clusters Score -3.050647e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 318985 members 
Entering Unmasked Estep 
Score: -30506444.000000 Penalty: 4133.453125
	Iteration 70Q: 3 clusters Score -3.050644e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 319042 members 
Entering Unmasked Estep 
Score: -30506422.000000 Penalty: 4133.453125
	Iteration 71Q: 3 clusters Score -3.050642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 319094 members 
Entering Unmasked Estep 
Score: -30506450.000000 Penalty: 4133.453125
	Iteration 72Q: 3 clusters Score -3.050645e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 319145 members 
Entering Unmasked Estep 
Score: -30506482.000000 Penalty: 4133.453125
	Iteration 73Q: 3 clusters Score -3.050648e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 319192 members 
Entering Unmasked Estep 
Score: -30506474.000000 Penalty: 4133.453125
	Iteration 74Q: 3 clusters Score -3.050647e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 319243 members 
Entering Unmasked Estep 
Score: -30506470.000000 Penalty: 4133.453125
	Iteration 75Q: 3 clusters Score -3.050647e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 319278 members 
Entering Unmasked Estep 
Score: -30506492.000000 Penalty: 4133.453125
	Iteration 76Q: 3 clusters Score -3.050649e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 319314 members 
Entering Unmasked Estep 
Score: -30506498.000000 Penalty: 4133.453125
	Iteration 77Q: 3 clusters Score -3.05065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 319354 members 
Entering Unmasked Estep 
Score: -30506496.000000 Penalty: 4133.453125
	Iteration 78Q: 3 clusters Score -3.05065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 319381 members 
Entering Unmasked Estep 
Score: -30506528.000000 Penalty: 4133.453125
	Iteration 79Q: 3 clusters Score -3.050653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 319415 members 
Entering Unmasked Estep 
Score: -30506516.000000 Penalty: 4133.453125
	Iteration 80F: 3 clusters Score -3.050652e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 319453 members 
Entering Unmasked Estep 
Score: -30506526.000000 Penalty: 4133.453125
	Iteration 81Q: 3 clusters Score -3.050653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 319485 members 
Entering Unmasked Estep 
Score: -30506512.000000 Penalty: 4133.453125
	Iteration 82Q: 3 clusters Score -3.050651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 319517 members 
Entering Unmasked Estep 
Score: -30506504.000000 Penalty: 4133.453125
	Iteration 83Q: 3 clusters Score -3.05065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 319547 members 
Entering Unmasked Estep 
Score: -30506502.000000 Penalty: 4133.453125
	Iteration 84Q: 3 clusters Score -3.05065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 319577 members 
Entering Unmasked Estep 
Score: -30506488.000000 Penalty: 4133.453125
	Iteration 85Q: 3 clusters Score -3.050649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 319611 members 
Entering Unmasked Estep 
Score: -30506498.000000 Penalty: 4133.453125
	Iteration 86Q: 3 clusters Score -3.05065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 319631 members 
Entering Unmasked Estep 
Score: -30506474.000000 Penalty: 4133.453125
	Iteration 87Q: 3 clusters Score -3.050647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 319652 members 
Entering Unmasked Estep 
Score: -30506458.000000 Penalty: 4133.453125
	Iteration 88Q: 3 clusters Score -3.050646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 319673 members 
Entering Unmasked Estep 
Score: -30506458.000000 Penalty: 4133.453125
	Iteration 89Q: 3 clusters Score -3.050646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 319692 members 
Entering Unmasked Estep 
Score: -30506484.000000 Penalty: 4133.453125
	Iteration 90Q: 3 clusters Score -3.050648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 319706 members 
Entering Unmasked Estep 
Score: -30506452.000000 Penalty: 4133.453125
	Iteration 91Q: 3 clusters Score -3.050645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 319713 members 
Entering Unmasked Estep 
Score: -30506460.000000 Penalty: 4133.453125
	Iteration 92Q: 3 clusters Score -3.050646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 319723 members 
Entering Unmasked Estep 
Score: -30506470.000000 Penalty: 4133.453125
	Iteration 93Q: 3 clusters Score -3.050647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 319739 members 
Entering Unmasked Estep 
Score: -30506438.000000 Penalty: 4133.453125
	Iteration 94Q: 3 clusters Score -3.050644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 319760 members 
Entering Unmasked Estep 
Score: -30506454.000000 Penalty: 4133.453125
	Iteration 95Q: 3 clusters Score -3.050645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 319779 members 
Entering Unmasked Estep 
Score: -30506480.000000 Penalty: 4133.453125
	Iteration 96Q: 3 clusters Score -3.050648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 319794 members 
Entering Unmasked Estep 
Score: -30506446.000000 Penalty: 4133.453125
	Iteration 97Q: 3 clusters Score -3.050645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 319805 members 
Entering Unmasked Estep 
Score: -30506450.000000 Penalty: 4133.453125
	Iteration 98Q: 3 clusters Score -3.050645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 319820 members 
Entering Unmasked Estep 
Score: -30506468.000000 Penalty: 4133.453125
	Iteration 99Q: 3 clusters Score -3.050647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 319835 members 
Entering Unmasked Estep 
Score: -30506476.000000 Penalty: 4133.453125
	Iteration 100F: 3 clusters Score -3.050648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 319850 members 
Entering Unmasked Estep 
Score: -30506490.000000 Penalty: 4133.453125
	Iteration 101Q: 3 clusters Score -3.050649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 319859 members 
Entering Unmasked Estep 
Score: -30506486.000000 Penalty: 4133.453125
	Iteration 102Q: 3 clusters Score -3.050649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 319867 members 
Entering Unmasked Estep 
Score: -30506478.000000 Penalty: 4133.453125
	Iteration 103Q: 3 clusters Score -3.050648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 319870 members 
Entering Unmasked Estep 
Score: -30506478.000000 Penalty: 4133.453125
	Iteration 104Q: 3 clusters Score -3.050648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 319872 members 
Entering Unmasked Estep 
Score: -30506490.000000 Penalty: 4133.453125
	Iteration 105Q: 3 clusters Score -3.050649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 319874 members 
Entering Unmasked Estep 
Score: -30506488.000000 Penalty: 4133.453125
	Iteration 106Q: 3 clusters Score -3.050649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 319879 members 
Entering Unmasked Estep 
Score: -30506480.000000 Penalty: 4133.453125
	Iteration 107Q: 3 clusters Score -3.050648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 319881 members 
Entering Unmasked Estep 
Score: -30506480.000000 Penalty: 4133.453125
	Iteration 108Q: 3 clusters Score -3.050648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 319883 members 
Entering Unmasked Estep 
Score: -30506468.000000 Penalty: 4133.453125
	Iteration 109Q: 3 clusters Score -3.050647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 319884 members 
Entering Unmasked Estep 
Score: -30506470.000000 Penalty: 4133.453125
	Iteration 110Q: 3 clusters Score -3.050647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 319885 members 
Entering Unmasked Estep 
Score: -30506460.000000 Penalty: 4133.453125
	Iteration 111Q: 3 clusters Score -3.050646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 319885 members 
Entering Unmasked Estep 
Score: -30506460.000000 Penalty: 4133.453125
	Iteration 112F: 3 clusters Score -3.050646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 319885 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44537 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 36639 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 13922 members 
Entering Unmasked Estep 
Score: -54544144.000000 Penalty: 25952.548828
Splitting cluster 19 changes total score from -54538540.000000 to -54544144.000000
So it's getting split into cluster 1.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 44537 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 36639 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 13922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544704.000000 Penalty: 25952.548828
Iteration 119Q: 13 clusters Score -5.45447e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 318079 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 44832 members 
Mstep: Class 10 contains 13729 members 
Mstep: Class 13 contains 59818 members 
Mstep: Class 14 contains 16375 members 
Mstep: Class 15 contains 36885 members 
Mstep: Class 17 contains 25713 members 
Mstep: Class 18 contains 39941 members 
Mstep: Class 19 contains 14086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545820.000000 Penalty: 25952.548828
Iteration 120F: 13 clusters Score -5.454582e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 319923 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 7 contains 26070 members 
Mstep: Class 8 contains 5683 members 
Mstep: Class 9 contains 44421 members 
Mstep: Class 10 contains 13614 members 
Mstep: Class 13 contains 59504 members 
Mstep: Class 14 contains 16065 members 
Mstep: Class 15 contains 36697 members 
Mstep: Class 17 contains 25067 members 
Mstep: Class 18 contains 39871 members 
Mstep: Class 19 contains 14188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545660.000000 Penalty: 25952.548828
Iteration 121Q: 13 clusters Score -5.454566e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 320996 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 7 contains 26176 members 
Mstep: Class 8 contains 5666 members 
Mstep: Class 9 contains 44177 members 
Mstep: Class 10 contains 13508 members 
Mstep: Class 13 contains 59308 members 
Mstep: Class 14 contains 15855 members 
Mstep: Class 15 contains 36571 members 
Mstep: Class 17 contains 24626 members 
Mstep: Class 18 contains 39831 members 
Mstep: Class 19 contains 14393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545460.000000 Penalty: 25952.548828
Iteration 122Q: 13 clusters Score -5.454546e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 321619 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 7 contains 26263 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 44012 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 13 contains 59175 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 15 contains 36475 members 
Mstep: Class 17 contains 24325 members 
Mstep: Class 18 contains 39801 members 
Mstep: Class 19 contains 14677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545344.000000 Penalty: 25952.548828
Iteration 123Q: 13 clusters Score -5.454534e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 321869 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 7 contains 26347 members 
Mstep: Class 8 contains 5621 members 
Mstep: Class 9 contains 43889 members 
Mstep: Class 10 contains 13338 members 
Mstep: Class 13 contains 59104 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 36412 members 
Mstep: Class 17 contains 24124 members 
Mstep: Class 18 contains 39799 members 
Mstep: Class 19 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545116.000000 Penalty: 25952.548828
Iteration 124Q: 13 clusters Score -5.454512e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 321886 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 7 contains 26421 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 43797 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 13 contains 59082 members 
Mstep: Class 14 contains 15552 members 
Mstep: Class 15 contains 36374 members 
Mstep: Class 17 contains 23957 members 
Mstep: Class 18 contains 39834 members 
Mstep: Class 19 contains 15345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545088.000000 Penalty: 25952.548828
Iteration 125Q: 13 clusters Score -5.454509e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 321814 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 7 contains 26487 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 43720 members 
Mstep: Class 10 contains 13229 members 
Mstep: Class 13 contains 59070 members 
Mstep: Class 14 contains 15508 members 
Mstep: Class 15 contains 36340 members 
Mstep: Class 17 contains 23844 members 
Mstep: Class 18 contains 39869 members 
Mstep: Class 19 contains 15672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545088.000000 Penalty: 25952.548828
Iteration 126Q: 13 clusters Score -5.454509e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 321645 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 7 contains 26553 members 
Mstep: Class 8 contains 5567 members 
Mstep: Class 9 contains 43676 members 
Mstep: Class 10 contains 13201 members 
Mstep: Class 13 contains 59099 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 36318 members 
Mstep: Class 17 contains 23744 members 
Mstep: Class 18 contains 39897 members 
Mstep: Class 19 contains 15993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545128.000000 Penalty: 25952.548828
Iteration 127Q: 13 clusters Score -5.454513e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 321429 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 7 contains 26616 members 
Mstep: Class 8 contains 5550 members 
Mstep: Class 9 contains 43633 members 
Mstep: Class 10 contains 13181 members 
Mstep: Class 13 contains 59125 members 
Mstep: Class 14 contains 15424 members 
Mstep: Class 15 contains 36296 members 
Mstep: Class 17 contains 23660 members 
Mstep: Class 18 contains 39929 members 
Mstep: Class 19 contains 16310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545156.000000 Penalty: 25952.548828
Iteration 128Q: 13 clusters Score -5.454516e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 321207 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 7 contains 26683 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 43604 members 
Mstep: Class 10 contains 13154 members 
Mstep: Class 13 contains 59147 members 
Mstep: Class 14 contains 15389 members 
Mstep: Class 15 contains 36282 members 
Mstep: Class 17 contains 23580 members 
Mstep: Class 18 contains 39974 members 
Mstep: Class 19 contains 16603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545220.000000 Penalty: 25952.548828
Iteration 129Q: 13 clusters Score -5.454522e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 320965 members 
Mstep: Class 2 contains 1420 members 
Mstep: Class 7 contains 26741 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 43576 members 
Mstep: Class 10 contains 13130 members 
Mstep: Class 13 contains 59151 members 
Mstep: Class 14 contains 15358 members 
Mstep: Class 15 contains 36275 members 
Mstep: Class 17 contains 23530 members 
Mstep: Class 18 contains 40023 members 
Mstep: Class 19 contains 16906 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 13 clusters Score -5.454529e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 320692 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 7 contains 26805 members 
Mstep: Class 8 contains 5491 members 
Mstep: Class 9 contains 43553 members 
Mstep: Class 10 contains 13102 members 
Mstep: Class 13 contains 59167 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 36271 members 
Mstep: Class 17 contains 23481 members 
Mstep: Class 18 contains 40068 members 
Mstep: Class 19 contains 17209 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 13 clusters Score -5.454518e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 320406 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 7 contains 26883 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 43523 members 
Mstep: Class 10 contains 13073 members 
Mstep: Class 13 contains 59181 members 
Mstep: Class 14 contains 15301 members 
Mstep: Class 15 contains 36273 members 
Mstep: Class 17 contains 23441 members 
Mstep: Class 18 contains 40118 members 
Mstep: Class 19 contains 17498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 13 clusters Score -5.454525e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 320155 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 7 contains 26955 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 43489 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 13 contains 59186 members 
Mstep: Class 14 contains 15265 members 
Mstep: Class 15 contains 36268 members 
Mstep: Class 17 contains 23419 members 
Mstep: Class 18 contains 40173 members 
Mstep: Class 19 contains 17767 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 13 clusters Score -5.454543e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 319888 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 7 contains 27015 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 43471 members 
Mstep: Class 10 contains 13030 members 
Mstep: Class 13 contains 59190 members 
Mstep: Class 14 contains 15244 members 
Mstep: Class 15 contains 36266 members 
Mstep: Class 17 contains 23404 members 
Mstep: Class 18 contains 40229 members 
Mstep: Class 19 contains 18013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 13 clusters Score -5.454542e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 319667 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 7 contains 27083 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 43452 members 
Mstep: Class 10 contains 13014 members 
Mstep: Class 13 contains 59199 members 
Mstep: Class 14 contains 15219 members 
Mstep: Class 15 contains 36252 members 
Mstep: Class 17 contains 23390 members 
Mstep: Class 18 contains 40287 members 
Mstep: Class 19 contains 18215 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 13 clusters Score -5.454543e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 319510 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 7 contains 27163 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 43435 members 
Mstep: Class 10 contains 12986 members 
Mstep: Class 13 contains 59196 members 
Mstep: Class 14 contains 15190 members 
Mstep: Class 15 contains 36241 members 
Mstep: Class 17 contains 23370 members 
Mstep: Class 18 contains 40342 members 
Mstep: Class 19 contains 18372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 13 clusters Score -5.454544e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 319336 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 7 contains 27242 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 43416 members 
Mstep: Class 10 contains 12957 members 
Mstep: Class 13 contains 59184 members 
Mstep: Class 14 contains 15164 members 
Mstep: Class 15 contains 36229 members 
Mstep: Class 17 contains 23365 members 
Mstep: Class 18 contains 40389 members 
Mstep: Class 19 contains 18555 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 13 clusters Score -5.454556e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 319167 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 7 contains 27319 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 43410 members 
Mstep: Class 10 contains 12934 members 
Mstep: Class 13 contains 59170 members 
Mstep: Class 14 contains 15141 members 
Mstep: Class 15 contains 36214 members 
Mstep: Class 17 contains 23370 members 
Mstep: Class 18 contains 40429 members 
Mstep: Class 19 contains 18711 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 13 clusters Score -5.454562e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 319024 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 7 contains 27393 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 43400 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 13 contains 59164 members 
Mstep: Class 14 contains 15123 members 
Mstep: Class 15 contains 36208 members 
Mstep: Class 17 contains 23373 members 
Mstep: Class 18 contains 40469 members 
Mstep: Class 19 contains 18850 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 13 clusters Score -5.454575e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318888 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 5249 members 
Mstep: Class 9 contains 43385 members 
Mstep: Class 10 contains 12859 members 
Mstep: Class 13 contains 59152 members 
Mstep: Class 14 contains 15112 members 
Mstep: Class 15 contains 36198 members 
Mstep: Class 17 contains 23376 members 
Mstep: Class 18 contains 40502 members 
Mstep: Class 19 contains 18988 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 13 clusters Score -5.45458e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318789 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 7 contains 27520 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 43369 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 13 contains 59138 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 36186 members 
Mstep: Class 17 contains 23376 members 
Mstep: Class 18 contains 40543 members 
Mstep: Class 19 contains 19107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 13 clusters Score -5.454584e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318701 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 7 contains 27590 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 43355 members 
Mstep: Class 10 contains 12789 members 
Mstep: Class 13 contains 59122 members 
Mstep: Class 14 contains 15083 members 
Mstep: Class 15 contains 36173 members 
Mstep: Class 17 contains 23366 members 
Mstep: Class 18 contains 40576 members 
Mstep: Class 19 contains 19216 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 13 clusters Score -5.454586e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318617 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 7 contains 27657 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 43345 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 13 contains 59111 members 
Mstep: Class 14 contains 15070 members 
Mstep: Class 15 contains 36174 members 
Mstep: Class 17 contains 23357 members 
Mstep: Class 18 contains 40600 members 
Mstep: Class 19 contains 19307 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 13 clusters Score -5.45459e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318548 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 7 contains 27709 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 43343 members 
Mstep: Class 10 contains 12729 members 
Mstep: Class 13 contains 59101 members 
Mstep: Class 14 contains 15057 members 
Mstep: Class 15 contains 36172 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 40620 members 
Mstep: Class 19 contains 19386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 13 clusters Score -5.454594e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318458 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 7 contains 27767 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 43343 members 
Mstep: Class 10 contains 12701 members 
Mstep: Class 13 contains 59096 members 
Mstep: Class 14 contains 15041 members 
Mstep: Class 15 contains 36170 members 
Mstep: Class 17 contains 23360 members 
Mstep: Class 18 contains 40639 members 
Mstep: Class 19 contains 19466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546104.000000 Penalty: 25952.548828
Iteration 145Q: 13 clusters Score -5.45461e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318380 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 7 contains 27826 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 43344 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 13 contains 59082 members 
Mstep: Class 14 contains 15018 members 
Mstep: Class 15 contains 36166 members 
Mstep: Class 17 contains 23360 members 
Mstep: Class 18 contains 40653 members 
Mstep: Class 19 contains 19551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546096.000000 Penalty: 25952.548828
Iteration 146Q: 13 clusters Score -5.45461e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318294 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 7 contains 27879 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 43340 members 
Mstep: Class 10 contains 12665 members 
Mstep: Class 13 contains 59083 members 
Mstep: Class 14 contains 14999 members 
Mstep: Class 15 contains 36163 members 
Mstep: Class 17 contains 23357 members 
Mstep: Class 18 contains 40669 members 
Mstep: Class 19 contains 19631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546072.000000 Penalty: 25952.548828
Iteration 147Q: 13 clusters Score -5.454607e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318224 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 7 contains 27925 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 43330 members 
Mstep: Class 10 contains 12643 members 
Mstep: Class 13 contains 59070 members 
Mstep: Class 14 contains 14984 members 
Mstep: Class 15 contains 36160 members 
Mstep: Class 17 contains 23346 members 
Mstep: Class 18 contains 40691 members 
Mstep: Class 19 contains 19718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546032.000000 Penalty: 25952.548828
Iteration 148Q: 13 clusters Score -5.454603e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318109 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 7 contains 27981 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 43325 members 
Mstep: Class 10 contains 12624 members 
Mstep: Class 13 contains 59059 members 
Mstep: Class 14 contains 14975 members 
Mstep: Class 15 contains 36158 members 
Mstep: Class 17 contains 23343 members 
Mstep: Class 18 contains 40722 members 
Mstep: Class 19 contains 19811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546072.000000 Penalty: 25952.548828
Iteration 149Q: 13 clusters Score -5.454607e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 318032 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 7 contains 28031 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 43318 members 
Mstep: Class 10 contains 12607 members 
Mstep: Class 13 contains 59046 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 36149 members 
Mstep: Class 17 contains 23344 members 
Mstep: Class 18 contains 40741 members 
Mstep: Class 19 contains 19890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546060.000000 Penalty: 25952.548828
Iteration 150Q: 13 clusters Score -5.454606e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317955 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 7 contains 28080 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 43318 members 
Mstep: Class 10 contains 12588 members 
Mstep: Class 13 contains 59033 members 
Mstep: Class 14 contains 14950 members 
Mstep: Class 15 contains 36146 members 
Mstep: Class 17 contains 23340 members 
Mstep: Class 18 contains 40761 members 
Mstep: Class 19 contains 19956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546088.000000 Penalty: 25952.548828
Iteration 151Q: 13 clusters Score -5.454609e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317891 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 7 contains 28124 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 43314 members 
Mstep: Class 10 contains 12569 members 
Mstep: Class 13 contains 59026 members 
Mstep: Class 14 contains 14939 members 
Mstep: Class 15 contains 36143 members 
Mstep: Class 17 contains 23336 members 
Mstep: Class 18 contains 40777 members 
Mstep: Class 19 contains 20015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 13 clusters Score -5.454614e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317827 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 7 contains 28174 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 43298 members 
Mstep: Class 10 contains 12553 members 
Mstep: Class 13 contains 59028 members 
Mstep: Class 14 contains 14924 members 
Mstep: Class 15 contains 36140 members 
Mstep: Class 17 contains 23331 members 
Mstep: Class 18 contains 40788 members 
Mstep: Class 19 contains 20074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546160.000000 Penalty: 25952.548828
Iteration 153Q: 13 clusters Score -5.454616e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317804 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 7 contains 28212 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 43278 members 
Mstep: Class 10 contains 12539 members 
Mstep: Class 13 contains 59025 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 36138 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 20110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 13 clusters Score -5.454622e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317766 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 43264 members 
Mstep: Class 10 contains 12521 members 
Mstep: Class 13 contains 59020 members 
Mstep: Class 14 contains 14901 members 
Mstep: Class 15 contains 36140 members 
Mstep: Class 17 contains 23316 members 
Mstep: Class 18 contains 40820 members 
Mstep: Class 19 contains 20143 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 155Q: 13 clusters Score -5.45462e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317726 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 7 contains 28290 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 43251 members 
Mstep: Class 10 contains 12497 members 
Mstep: Class 13 contains 59014 members 
Mstep: Class 14 contains 14891 members 
Mstep: Class 15 contains 36143 members 
Mstep: Class 17 contains 23311 members 
Mstep: Class 18 contains 40841 members 
Mstep: Class 19 contains 20188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 13 clusters Score -5.454624e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317693 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 7 contains 28337 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 43236 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 13 contains 58997 members 
Mstep: Class 14 contains 14885 members 
Mstep: Class 15 contains 36142 members 
Mstep: Class 17 contains 23311 members 
Mstep: Class 18 contains 40852 members 
Mstep: Class 19 contains 20224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546220.000000 Penalty: 25952.548828
Iteration 157Q: 13 clusters Score -5.454622e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317653 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 7 contains 28367 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 43222 members 
Mstep: Class 10 contains 12469 members 
Mstep: Class 13 contains 58996 members 
Mstep: Class 14 contains 14879 members 
Mstep: Class 15 contains 36146 members 
Mstep: Class 17 contains 23315 members 
Mstep: Class 18 contains 40860 members 
Mstep: Class 19 contains 20260 members 
Entering Unmasked Estep 
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Iteration 158Q: 13 clusters Score -5.454632e+07 nChanged 175
Entering ConstructFrom: 
Score: -54546324.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (317598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317598 members 
Entering Unmasked Estep 
Score: -29052226.000000 Penalty: 2058.637939
	Iteration 0F: 2 clusters Score -2.905223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159190 members 
Mstep: Class 2 contains 158408 members 
Entering Unmasked Estep 
Score: -28847408.000000 Penalty: 4117.275879
	Iteration 0F: 3 clusters Score -2.884741e+07 nChanged 155023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167809 members 
Mstep: Class 2 contains 149789 members 
Entering Unmasked Estep 
Score: -28940468.000000 Penalty: 4117.275879
	Iteration 1F: 3 clusters Score -2.894047e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173347 members 
Mstep: Class 2 contains 144251 members 
Entering Unmasked Estep 
Score: -28942364.000000 Penalty: 4117.275879
	Iteration 2Q: 3 clusters Score -2.894236e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 135631 members 
Entering Unmasked Estep 
Score: -28946060.000000 Penalty: 4117.275879
	Iteration 3Q: 3 clusters Score -2.894606e+07 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194690 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -28952296.000000 Penalty: 4117.275879
	Iteration 4Q: 3 clusters Score -2.89523e+07 nChanged 18731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212775 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -28963290.000000 Penalty: 4117.275879
	Iteration 5F: 3 clusters Score -2.896329e+07 nChanged 23200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235657 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -28981246.000000 Penalty: 4117.275879
	Iteration 6F: 3 clusters Score -2.898125e+07 nChanged 23783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259254 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -29002074.000000 Penalty: 4117.275879
	Iteration 7F: 3 clusters Score -2.900207e+07 nChanged 19973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279089 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -29020570.000000 Penalty: 4117.275879
	Iteration 8F: 3 clusters Score -2.902057e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293239 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -29035088.000000 Penalty: 4117.275879
	Iteration 9Q: 3 clusters Score -2.903509e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303456 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -29043400.000000 Penalty: 4117.275879
	Iteration 10Q: 3 clusters Score -2.90434e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310530 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -29047592.000000 Penalty: 4117.275879
	Iteration 11Q: 3 clusters Score -2.904759e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314720 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -29049482.000000 Penalty: 4117.275879
	Iteration 12Q: 3 clusters Score -2.904948e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316525 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -29050014.000000 Penalty: 4117.275879
	Iteration 13Q: 3 clusters Score -2.905001e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317115 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29050268.000000 Penalty: 4117.275879
	Iteration 14Q: 3 clusters Score -2.905027e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317283 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29050322.000000 Penalty: 4117.275879
	Iteration 15Q: 3 clusters Score -2.905032e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317348 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29050398.000000 Penalty: 4117.275879
	Iteration 16Q: 3 clusters Score -2.90504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317368 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29050414.000000 Penalty: 4117.275879
	Iteration 17Q: 3 clusters Score -2.905041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317385 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29050460.000000 Penalty: 4117.275879
	Iteration 18Q: 3 clusters Score -2.905046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317395 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29050448.000000 Penalty: 4117.275879
	Iteration 19Q: 3 clusters Score -2.905045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317402 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29050480.000000 Penalty: 4117.275879
	Iteration 20F: 3 clusters Score -2.905048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317411 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29050478.000000 Penalty: 4117.275879
	Iteration 21Q: 3 clusters Score -2.905048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317415 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29050486.000000 Penalty: 4117.275879
	Iteration 22Q: 3 clusters Score -2.905049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317418 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29050484.000000 Penalty: 4117.275879
	Iteration 23Q: 3 clusters Score -2.905048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317421 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29050502.000000 Penalty: 4117.275879
	Iteration 24Q: 3 clusters Score -2.90505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317423 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29050504.000000 Penalty: 4117.275879
	Iteration 25Q: 3 clusters Score -2.90505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317425 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29050506.000000 Penalty: 4117.275879
	Iteration 26Q: 3 clusters Score -2.905051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317423 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29050504.000000 Penalty: 4117.275879
	Iteration 27Q: 3 clusters Score -2.90505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317423 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29050496.000000 Penalty: 4117.275879
	Iteration 28Q: 3 clusters Score -2.90505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317423 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29050506.000000 Penalty: 4117.275879
	Iteration 29Q: 3 clusters Score -2.905051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317422 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29050504.000000 Penalty: 4117.275879
	Iteration 30Q: 3 clusters Score -2.90505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317422 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29050504.000000 Penalty: 4117.275879
	Iteration 31F: 3 clusters Score -2.90505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -133730.734375 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -133730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -131995.765625 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -131995.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -132300.015625 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -132300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -132371.890625 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -132371.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -132412.609375 Penalty: 2353.676758
	Iteration 3Q: 3 clusters Score -132412.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -132444.000000 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -132444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132469.343750 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -132469.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -132490.140625 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -132490.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132508.187500 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -132508.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132525.421875 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -132525.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132533.562500 Penalty: 2353.676758
	Iteration 9Q: 3 clusters Score -132533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -132537.875000 Penalty: 2353.676758
	Iteration 10Q: 3 clusters Score -132537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132542.234375 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -132542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132548.390625 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -132548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -132550.843750 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -132550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -132555.531250 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -132555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -132556.234375 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -132556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -132556.796875 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -132556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132557.406250 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -132557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132557.406250 Penalty: 2353.676758
	Iteration 18F: 3 clusters Score -132557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Entering Unmasked Estep 
Score: -2666892.250000 Penalty: 1666.344238
	Iteration 0F: 2 clusters Score -2666892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2647650.250000 Penalty: 3332.688477
	Iteration 0F: 3 clusters Score -2647650 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2655082.750000 Penalty: 3332.688477
	Iteration 1F: 3 clusters Score -2655083 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2655547.250000 Penalty: 3332.688477
	Iteration 2Q: 3 clusters Score -2655547 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2656008.250000 Penalty: 3332.688477
	Iteration 3Q: 3 clusters Score -2656008 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2656548.000000 Penalty: 3332.688477
	Iteration 4Q: 3 clusters Score -2656548 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2657230.250000 Penalty: 3332.688477
	Iteration 5Q: 3 clusters Score -2657230 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2658050.250000 Penalty: 3332.688477
	Iteration 6F: 3 clusters Score -2658050 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2659072.000000 Penalty: 3332.688477
	Iteration 7F: 3 clusters Score -2659072 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2660273.250000 Penalty: 3332.688477
	Iteration 8F: 3 clusters Score -2660273 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2661343.000000 Penalty: 3332.688477
	Iteration 9F: 3 clusters Score -2661343 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2662125.500000 Penalty: 3332.688477
	Iteration 10Q: 3 clusters Score -2662126 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2662567.250000 Penalty: 3332.688477
	Iteration 11Q: 3 clusters Score -2662567 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2662863.250000 Penalty: 3332.688477
	Iteration 12Q: 3 clusters Score -2662863 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2663094.000000 Penalty: 3332.688477
	Iteration 13Q: 3 clusters Score -2663094 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2663350.750000 Penalty: 3332.688477
	Iteration 14Q: 3 clusters Score -2663351 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2663556.750000 Penalty: 3332.688477
	Iteration 15Q: 3 clusters Score -2663557 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2663747.750000 Penalty: 3332.688477
	Iteration 16Q: 3 clusters Score -2663748 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2663915.500000 Penalty: 3332.688477
	Iteration 17Q: 3 clusters Score -2663916 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2664070.500000 Penalty: 3332.688477
	Iteration 18Q: 3 clusters Score -2664070 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2664196.000000 Penalty: 3332.688477
	Iteration 19Q: 3 clusters Score -2664196 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2664293.000000 Penalty: 3332.688477
	Iteration 20F: 3 clusters Score -2664293 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2664370.500000 Penalty: 3332.688477
	Iteration 21Q: 3 clusters Score -2664370 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2664449.500000 Penalty: 3332.688477
	Iteration 22Q: 3 clusters Score -2664450 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2664510.250000 Penalty: 3332.688477
	Iteration 23Q: 3 clusters Score -2664510 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2664575.250000 Penalty: 3332.688477
	Iteration 24Q: 3 clusters Score -2664575 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2664625.500000 Penalty: 3332.688477
	Iteration 25Q: 3 clusters Score -2664626 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2664672.250000 Penalty: 3332.688477
	Iteration 26Q: 3 clusters Score -2664672 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2664731.250000 Penalty: 3332.688477
	Iteration 27Q: 3 clusters Score -2664731 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2664789.750000 Penalty: 3332.688477
	Iteration 28Q: 3 clusters Score -2664790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2664845.500000 Penalty: 3332.688477
	Iteration 29Q: 3 clusters Score -2664846 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2664901.750000 Penalty: 3332.688477
	Iteration 30Q: 3 clusters Score -2664902 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2664953.000000 Penalty: 3332.688477
	Iteration 31Q: 3 clusters Score -2664953 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2665011.500000 Penalty: 3332.688477
	Iteration 32Q: 3 clusters Score -2665012 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2665055.750000 Penalty: 3332.688477
	Iteration 33Q: 3 clusters Score -2665056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2665109.750000 Penalty: 3332.688477
	Iteration 34Q: 3 clusters Score -2665110 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2665156.250000 Penalty: 3332.688477
	Iteration 35Q: 3 clusters Score -2665156 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2665204.250000 Penalty: 3332.688477
	Iteration 36Q: 3 clusters Score -2665204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2665248.250000 Penalty: 3332.688477
	Iteration 37Q: 3 clusters Score -2665248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2665284.250000 Penalty: 3332.688477
	Iteration 38Q: 3 clusters Score -2665284 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2665314.000000 Penalty: 3332.688477
	Iteration 39Q: 3 clusters Score -2665314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2665353.750000 Penalty: 3332.688477
	Iteration 40F: 3 clusters Score -2665354 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2665367.500000 Penalty: 3332.688477
	Iteration 41Q: 3 clusters Score -2665368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2665385.750000 Penalty: 3332.688477
	Iteration 42Q: 3 clusters Score -2665386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2665404.000000 Penalty: 3332.688477
	Iteration 43Q: 3 clusters Score -2665404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2665417.000000 Penalty: 3332.688477
	Iteration 44Q: 3 clusters Score -2665417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2665446.250000 Penalty: 3332.688477
	Iteration 45Q: 3 clusters Score -2665446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2665469.250000 Penalty: 3332.688477
	Iteration 46Q: 3 clusters Score -2665469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2665475.250000 Penalty: 3332.688477
	Iteration 47Q: 3 clusters Score -2665475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2665493.250000 Penalty: 3332.688477
	Iteration 48Q: 3 clusters Score -2665493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2665499.250000 Penalty: 3332.688477
	Iteration 49Q: 3 clusters Score -2665499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2665508.000000 Penalty: 3332.688477
	Iteration 50Q: 3 clusters Score -2665508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2665515.500000 Penalty: 3332.688477
	Iteration 51Q: 3 clusters Score -2665516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2665526.000000 Penalty: 3332.688477
	Iteration 52Q: 3 clusters Score -2665526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2665524.250000 Penalty: 3332.688477
	Iteration 53Q: 3 clusters Score -2665524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2665529.000000 Penalty: 3332.688477
	Iteration 54Q: 3 clusters Score -2665529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2665520.500000 Penalty: 3332.688477
	Iteration 55Q: 3 clusters Score -2665520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2665527.000000 Penalty: 3332.688477
	Iteration 56Q: 3 clusters Score -2665527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2665535.750000 Penalty: 3332.688477
	Iteration 57Q: 3 clusters Score -2665536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2665540.750000 Penalty: 3332.688477
	Iteration 58Q: 3 clusters Score -2665541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2665547.250000 Penalty: 3332.688477
	Iteration 59Q: 3 clusters Score -2665547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2665549.250000 Penalty: 3332.688477
	Iteration 60F: 3 clusters Score -2665549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2665550.250000 Penalty: 3332.688477
	Iteration 61Q: 3 clusters Score -2665550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2665549.000000 Penalty: 3332.688477
	Iteration 62Q: 3 clusters Score -2665549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2665551.750000 Penalty: 3332.688477
	Iteration 63Q: 3 clusters Score -2665552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2665557.250000 Penalty: 3332.688477
	Iteration 64Q: 3 clusters Score -2665557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2665554.000000 Penalty: 3332.688477
	Iteration 65Q: 3 clusters Score -2665554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2665552.750000 Penalty: 3332.688477
	Iteration 66Q: 3 clusters Score -2665553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2665556.250000 Penalty: 3332.688477
	Iteration 67Q: 3 clusters Score -2665556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2665555.000000 Penalty: 3332.688477
	Iteration 68Q: 3 clusters Score -2665555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2665553.500000 Penalty: 3332.688477
	Iteration 69Q: 3 clusters Score -2665554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2665553.500000 Penalty: 3332.688477
	Iteration 70F: 3 clusters Score -2665554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -424307.156250 Penalty: 1384.498169
	Iteration 0F: 2 clusters Score -424307.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -420385.312500 Penalty: 2768.996338
	Iteration 0F: 3 clusters Score -420385.3 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -421871.906250 Penalty: 2768.996338
	Iteration 1F: 3 clusters Score -421871.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -422696.125000 Penalty: 2768.996338
	Iteration 2F: 3 clusters Score -422696.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -423548.093750 Penalty: 2768.996338
	Iteration 3F: 3 clusters Score -423548.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -424103.500000 Penalty: 2768.996338
	Iteration 4F: 3 clusters Score -424103.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -424380.281250 Penalty: 2768.996338
	Iteration 5F: 3 clusters Score -424380.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -424469.593750 Penalty: 2768.996338
	Iteration 6Q: 3 clusters Score -424469.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -424500.750000 Penalty: 2768.996338
	Iteration 7Q: 3 clusters Score -424500.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -424508.718750 Penalty: 2768.996338
	Iteration 8Q: 3 clusters Score -424508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -424512.781250 Penalty: 2768.996338
	Iteration 9Q: 3 clusters Score -424512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -424519.187500 Penalty: 2768.996338
	Iteration 10Q: 3 clusters Score -424519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -424523.406250 Penalty: 2768.996338
	Iteration 11Q: 3 clusters Score -424523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -424526.593750 Penalty: 2768.996338
	Iteration 12Q: 3 clusters Score -424526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -424527.812500 Penalty: 2768.996338
	Iteration 13Q: 3 clusters Score -424527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -424528.156250 Penalty: 2768.996338
	Iteration 14Q: 3 clusters Score -424528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -424528.718750 Penalty: 2768.996338
	Iteration 15Q: 3 clusters Score -424528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -424528.718750 Penalty: 2768.996338
	Iteration 16F: 3 clusters Score -424528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317598 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 7 contains 28408 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 43214 members 
Mstep: Class 10 contains 12462 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 14877 members 
Mstep: Class 15 contains 36147 members 
Mstep: Class 17 contains 23318 members 
Mstep: Class 18 contains 40864 members 
Mstep: Class 19 contains 20297 members 
Entering Unmasked Estep 
Score: -54545728.000000 Penalty: 28115.259766
Splitting cluster 8 changes total score from -54546324.000000 to -54545728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Entering Unmasked Estep 
Score: -4031204.000000 Penalty: 1734.511963
	Iteration 0F: 2 clusters Score -4031204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -4002268.250000 Penalty: 3469.023926
	Iteration 0F: 3 clusters Score -4002268 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4013814.000000 Penalty: 3469.023926
	Iteration 1F: 3 clusters Score -4013814 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4014639.000000 Penalty: 3469.023926
	Iteration 2Q: 3 clusters Score -4014639 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -4015690.500000 Penalty: 3469.023926
	Iteration 3Q: 3 clusters Score -4015690 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -4016963.500000 Penalty: 3469.023926
	Iteration 4F: 3 clusters Score -4016964 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -4018700.000000 Penalty: 3469.023926
	Iteration 5F: 3 clusters Score -4018700 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4020714.500000 Penalty: 3469.023926
	Iteration 6F: 3 clusters Score -4020714 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4022724.000000 Penalty: 3469.023926
	Iteration 7F: 3 clusters Score -4022724 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4024025.000000 Penalty: 3469.023926
	Iteration 8F: 3 clusters Score -4024025 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4024664.000000 Penalty: 3469.023926
	Iteration 9Q: 3 clusters Score -4024664 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4025009.000000 Penalty: 3469.023926
	Iteration 10Q: 3 clusters Score -4025009 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4025202.250000 Penalty: 3469.023926
	Iteration 11Q: 3 clusters Score -4025202 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4025368.750000 Penalty: 3469.023926
	Iteration 12Q: 3 clusters Score -4025369 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4025580.500000 Penalty: 3469.023926
	Iteration 13Q: 3 clusters Score -4025580 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4025809.250000 Penalty: 3469.023926
	Iteration 14Q: 3 clusters Score -4025809 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4025982.750000 Penalty: 3469.023926
	Iteration 15Q: 3 clusters Score -4025983 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4026178.000000 Penalty: 3469.023926
	Iteration 16Q: 3 clusters Score -4026178 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4026328.000000 Penalty: 3469.023926
	Iteration 17Q: 3 clusters Score -4026328 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4026491.500000 Penalty: 3469.023926
	Iteration 18Q: 3 clusters Score -4026492 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4026633.250000 Penalty: 3469.023926
	Iteration 19Q: 3 clusters Score -4026633 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4026753.500000 Penalty: 3469.023926
	Iteration 20F: 3 clusters Score -4026754 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4026876.500000 Penalty: 3469.023926
	Iteration 21Q: 3 clusters Score -4026876 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4026989.500000 Penalty: 3469.023926
	Iteration 22Q: 3 clusters Score -4026990 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4027114.000000 Penalty: 3469.023926
	Iteration 23Q: 3 clusters Score -4027114 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -4027252.500000 Penalty: 3469.023926
	Iteration 24Q: 3 clusters Score -4027252 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4027357.000000 Penalty: 3469.023926
	Iteration 25Q: 3 clusters Score -4027357 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4027476.000000 Penalty: 3469.023926
	Iteration 26Q: 3 clusters Score -4027476 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4027543.250000 Penalty: 3469.023926
	Iteration 27Q: 3 clusters Score -4027543 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4027639.750000 Penalty: 3469.023926
	Iteration 28Q: 3 clusters Score -4027640 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -4027746.250000 Penalty: 3469.023926
	Iteration 29Q: 3 clusters Score -4027746 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4027826.500000 Penalty: 3469.023926
	Iteration 30Q: 3 clusters Score -4027826 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4027922.250000 Penalty: 3469.023926
	Iteration 31Q: 3 clusters Score -4027922 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4028005.750000 Penalty: 3469.023926
	Iteration 32Q: 3 clusters Score -4028006 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4028110.750000 Penalty: 3469.023926
	Iteration 33Q: 3 clusters Score -4028111 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4028187.500000 Penalty: 3469.023926
	Iteration 34Q: 3 clusters Score -4028188 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4028265.500000 Penalty: 3469.023926
	Iteration 35Q: 3 clusters Score -4028266 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4028339.000000 Penalty: 3469.023926
	Iteration 36Q: 3 clusters Score -4028339 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4028407.250000 Penalty: 3469.023926
	Iteration 37Q: 3 clusters Score -4028407 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4028471.000000 Penalty: 3469.023926
	Iteration 38Q: 3 clusters Score -4028471 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4028543.250000 Penalty: 3469.023926
	Iteration 39Q: 3 clusters Score -4028543 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -4028609.500000 Penalty: 3469.023926
	Iteration 40F: 3 clusters Score -4028610 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4028692.750000 Penalty: 3469.023926
	Iteration 41Q: 3 clusters Score -4028693 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -4028793.500000 Penalty: 3469.023926
	Iteration 42Q: 3 clusters Score -4028794 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4028859.500000 Penalty: 3469.023926
	Iteration 43Q: 3 clusters Score -4028860 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4028949.500000 Penalty: 3469.023926
	Iteration 44Q: 3 clusters Score -4028950 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -4029050.250000 Penalty: 3469.023926
	Iteration 45Q: 3 clusters Score -4029050 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4029120.250000 Penalty: 3469.023926
	Iteration 46Q: 3 clusters Score -4029120 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4029208.000000 Penalty: 3469.023926
	Iteration 47Q: 3 clusters Score -4029208 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4029268.000000 Penalty: 3469.023926
	Iteration 48Q: 3 clusters Score -4029268 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4029344.500000 Penalty: 3469.023926
	Iteration 49Q: 3 clusters Score -4029344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4029383.750000 Penalty: 3469.023926
	Iteration 50Q: 3 clusters Score -4029384 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4029423.250000 Penalty: 3469.023926
	Iteration 51Q: 3 clusters Score -4029423 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -4029483.750000 Penalty: 3469.023926
	Iteration 52Q: 3 clusters Score -4029484 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4029524.750000 Penalty: 3469.023926
	Iteration 53Q: 3 clusters Score -4029525 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4029578.500000 Penalty: 3469.023926
	Iteration 54Q: 3 clusters Score -4029578 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -4029606.250000 Penalty: 3469.023926
	Iteration 55Q: 3 clusters Score -4029606 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4029630.000000 Penalty: 3469.023926
	Iteration 56Q: 3 clusters Score -4029630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4029663.750000 Penalty: 3469.023926
	Iteration 57Q: 3 clusters Score -4029664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4029688.000000 Penalty: 3469.023926
	Iteration 58Q: 3 clusters Score -4029688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4029714.000000 Penalty: 3469.023926
	Iteration 59Q: 3 clusters Score -4029714 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4029746.500000 Penalty: 3469.023926
	Iteration 60F: 3 clusters Score -4029746 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4029782.250000 Penalty: 3469.023926
	Iteration 61Q: 3 clusters Score -4029782 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4029810.500000 Penalty: 3469.023926
	Iteration 62Q: 3 clusters Score -4029810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4029840.750000 Penalty: 3469.023926
	Iteration 63Q: 3 clusters Score -4029841 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4029868.250000 Penalty: 3469.023926
	Iteration 64Q: 3 clusters Score -4029868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4029885.750000 Penalty: 3469.023926
	Iteration 65Q: 3 clusters Score -4029886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4029914.250000 Penalty: 3469.023926
	Iteration 66Q: 3 clusters Score -4029914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4029925.750000 Penalty: 3469.023926
	Iteration 67Q: 3 clusters Score -4029926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4029946.750000 Penalty: 3469.023926
	Iteration 68Q: 3 clusters Score -4029947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4029951.500000 Penalty: 3469.023926
	Iteration 69Q: 3 clusters Score -4029952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4029958.000000 Penalty: 3469.023926
	Iteration 70Q: 3 clusters Score -4029958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4029959.250000 Penalty: 3469.023926
	Iteration 71Q: 3 clusters Score -4029959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4029962.500000 Penalty: 3469.023926
	Iteration 72Q: 3 clusters Score -4029962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4029971.750000 Penalty: 3469.023926
	Iteration 73Q: 3 clusters Score -4029972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4029976.000000 Penalty: 3469.023926
	Iteration 74Q: 3 clusters Score -4029976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4029982.750000 Penalty: 3469.023926
	Iteration 75Q: 3 clusters Score -4029983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4029990.500000 Penalty: 3469.023926
	Iteration 76Q: 3 clusters Score -4029990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4029991.250000 Penalty: 3469.023926
	Iteration 77Q: 3 clusters Score -4029991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4029991.750000 Penalty: 3469.023926
	Iteration 78Q: 3 clusters Score -4029992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4029996.750000 Penalty: 3469.023926
	Iteration 79Q: 3 clusters Score -4029997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4030002.750000 Penalty: 3469.023926
	Iteration 80F: 3 clusters Score -4030003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4030004.000000 Penalty: 3469.023926
	Iteration 81Q: 3 clusters Score -4030004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4030011.000000 Penalty: 3469.023926
	Iteration 82Q: 3 clusters Score -4030011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4030023.500000 Penalty: 3469.023926
	Iteration 83Q: 3 clusters Score -4030024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4030018.250000 Penalty: 3469.023926
	Iteration 84Q: 3 clusters Score -4030018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4030025.000000 Penalty: 3469.023926
	Iteration 85Q: 3 clusters Score -4030025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4030028.250000 Penalty: 3469.023926
	Iteration 86Q: 3 clusters Score -4030028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4030027.750000 Penalty: 3469.023926
	Iteration 87Q: 3 clusters Score -4030028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4030035.500000 Penalty: 3469.023926
	Iteration 88Q: 3 clusters Score -4030036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4030035.750000 Penalty: 3469.023926
	Iteration 89Q: 3 clusters Score -4030036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4030045.000000 Penalty: 3469.023926
	Iteration 90Q: 3 clusters Score -4030045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4030048.500000 Penalty: 3469.023926
	Iteration 91Q: 3 clusters Score -4030048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4030044.500000 Penalty: 3469.023926
	Iteration 92Q: 3 clusters Score -4030044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4030052.250000 Penalty: 3469.023926
	Iteration 93Q: 3 clusters Score -4030052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4030062.750000 Penalty: 3469.023926
	Iteration 94Q: 3 clusters Score -4030063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4030064.750000 Penalty: 3469.023926
	Iteration 95Q: 3 clusters Score -4030065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4030065.500000 Penalty: 3469.023926
	Iteration 96Q: 3 clusters Score -4030066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4030070.750000 Penalty: 3469.023926
	Iteration 97Q: 3 clusters Score -4030071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4030073.000000 Penalty: 3469.023926
	Iteration 98Q: 3 clusters Score -4030073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4030072.000000 Penalty: 3469.023926
	Iteration 99Q: 3 clusters Score -4030072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4030067.500000 Penalty: 3469.023926
	Iteration 100F: 3 clusters Score -4030068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4030065.250000 Penalty: 3469.023926
	Iteration 101Q: 3 clusters Score -4030065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4030065.500000 Penalty: 3469.023926
	Iteration 102Q: 3 clusters Score -4030066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4030064.750000 Penalty: 3469.023926
	Iteration 103Q: 3 clusters Score -4030065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4030064.750000 Penalty: 3469.023926
	Iteration 104F: 3 clusters Score -4030065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Entering Unmasked Estep 
Score: -1181384.250000 Penalty: 1532.446289
	Iteration 0F: 2 clusters Score -1181384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1172624.250000 Penalty: 3064.892578
	Iteration 0F: 3 clusters Score -1172624 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1175424.125000 Penalty: 3064.892578
	Iteration 1F: 3 clusters Score -1175424 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1175664.875000 Penalty: 3064.892578
	Iteration 2F: 3 clusters Score -1175665 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1175836.875000 Penalty: 3064.892578
	Iteration 3Q: 3 clusters Score -1175837 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1175988.250000 Penalty: 3064.892578
	Iteration 4Q: 3 clusters Score -1175988 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1176121.625000 Penalty: 3064.892578
	Iteration 5Q: 3 clusters Score -1176122 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1176233.625000 Penalty: 3064.892578
	Iteration 6Q: 3 clusters Score -1176234 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1176344.625000 Penalty: 3064.892578
	Iteration 7Q: 3 clusters Score -1176345 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1176448.625000 Penalty: 3064.892578
	Iteration 8Q: 3 clusters Score -1176449 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1176557.625000 Penalty: 3064.892578
	Iteration 9Q: 3 clusters Score -1176558 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1176674.375000 Penalty: 3064.892578
	Iteration 10Q: 3 clusters Score -1176674 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1176842.500000 Penalty: 3064.892578
	Iteration 11Q: 3 clusters Score -1176842 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1177055.250000 Penalty: 3064.892578
	Iteration 12Q: 3 clusters Score -1177055 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1177340.500000 Penalty: 3064.892578
	Iteration 13Q: 3 clusters Score -1177340 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1177713.250000 Penalty: 3064.892578
	Iteration 14Q: 3 clusters Score -1177713 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1178142.500000 Penalty: 3064.892578
	Iteration 15Q: 3 clusters Score -1178142 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1178593.250000 Penalty: 3064.892578
	Iteration 16Q: 3 clusters Score -1178593 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1178991.250000 Penalty: 3064.892578
	Iteration 17Q: 3 clusters Score -1178991 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1179312.500000 Penalty: 3064.892578
	Iteration 18Q: 3 clusters Score -1179312 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1179555.750000 Penalty: 3064.892578
	Iteration 19Q: 3 clusters Score -1179556 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1179710.875000 Penalty: 3064.892578
	Iteration 20F: 3 clusters Score -1179711 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1179820.375000 Penalty: 3064.892578
	Iteration 21Q: 3 clusters Score -1179820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1179917.500000 Penalty: 3064.892578
	Iteration 22Q: 3 clusters Score -1179918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1179994.375000 Penalty: 3064.892578
	Iteration 23Q: 3 clusters Score -1179994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1180055.125000 Penalty: 3064.892578
	Iteration 24Q: 3 clusters Score -1180055 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1180087.750000 Penalty: 3064.892578
	Iteration 25Q: 3 clusters Score -1180088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1180111.125000 Penalty: 3064.892578
	Iteration 26Q: 3 clusters Score -1180111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1180131.875000 Penalty: 3064.892578
	Iteration 27Q: 3 clusters Score -1180132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1180143.875000 Penalty: 3064.892578
	Iteration 28Q: 3 clusters Score -1180144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1180151.250000 Penalty: 3064.892578
	Iteration 29Q: 3 clusters Score -1180151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1180158.125000 Penalty: 3064.892578
	Iteration 30Q: 3 clusters Score -1180158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1180174.375000 Penalty: 3064.892578
	Iteration 31Q: 3 clusters Score -1180174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1180184.250000 Penalty: 3064.892578
	Iteration 32Q: 3 clusters Score -1180184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1180199.250000 Penalty: 3064.892578
	Iteration 33Q: 3 clusters Score -1180199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1180216.000000 Penalty: 3064.892578
	Iteration 34Q: 3 clusters Score -1180216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1180241.000000 Penalty: 3064.892578
	Iteration 35Q: 3 clusters Score -1180241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1180248.500000 Penalty: 3064.892578
	Iteration 36Q: 3 clusters Score -1180248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1180256.375000 Penalty: 3064.892578
	Iteration 37Q: 3 clusters Score -1180256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1180265.500000 Penalty: 3064.892578
	Iteration 38Q: 3 clusters Score -1180266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1180270.750000 Penalty: 3064.892578
	Iteration 39Q: 3 clusters Score -1180271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1180274.625000 Penalty: 3064.892578
	Iteration 40F: 3 clusters Score -1180275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1180273.500000 Penalty: 3064.892578
	Iteration 41Q: 3 clusters Score -1180274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1180276.000000 Penalty: 3064.892578
	Iteration 42Q: 3 clusters Score -1180276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1180275.000000 Penalty: 3064.892578
	Iteration 43Q: 3 clusters Score -1180275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1180278.000000 Penalty: 3064.892578
	Iteration 44Q: 3 clusters Score -1180278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1180279.750000 Penalty: 3064.892578
	Iteration 45Q: 3 clusters Score -1180280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1180281.875000 Penalty: 3064.892578
	Iteration 46Q: 3 clusters Score -1180282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1180283.750000 Penalty: 3064.892578
	Iteration 47Q: 3 clusters Score -1180284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1180283.750000 Penalty: 3064.892578
	Iteration 48F: 3 clusters Score -1180284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Entering Unmasked Estep 
Score: -5517087.000000 Penalty: 1785.082642
	Iteration 0F: 2 clusters Score -5517087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -5477677.500000 Penalty: 3570.165283
	Iteration 0F: 3 clusters Score -5477678 nChanged 27833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -5493723.000000 Penalty: 3570.165283
	Iteration 1F: 3 clusters Score -5493723 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5494390.500000 Penalty: 3570.165283
	Iteration 2Q: 3 clusters Score -5494390 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -5495167.000000 Penalty: 3570.165283
	Iteration 3Q: 3 clusters Score -5495167 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5496303.000000 Penalty: 3570.165283
	Iteration 4Q: 3 clusters Score -5496303 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -5498043.000000 Penalty: 3570.165283
	Iteration 5Q: 3 clusters Score -5498043 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -5500562.500000 Penalty: 3570.165283
	Iteration 6F: 3 clusters Score -5500562 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -5504059.500000 Penalty: 3570.165283
	Iteration 7F: 3 clusters Score -5504060 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5508018.500000 Penalty: 3570.165283
	Iteration 8F: 3 clusters Score -5508018 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5511448.500000 Penalty: 3570.165283
	Iteration 9F: 3 clusters Score -5511448 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5513592.000000 Penalty: 3570.165283
	Iteration 10Q: 3 clusters Score -5513592 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5514683.000000 Penalty: 3570.165283
	Iteration 11Q: 3 clusters Score -5514683 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5515128.000000 Penalty: 3570.165283
	Iteration 12Q: 3 clusters Score -5515128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5515302.000000 Penalty: 3570.165283
	Iteration 13Q: 3 clusters Score -5515302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5515400.000000 Penalty: 3570.165283
	Iteration 14Q: 3 clusters Score -5515400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5515441.000000 Penalty: 3570.165283
	Iteration 15Q: 3 clusters Score -5515441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5515469.000000 Penalty: 3570.165283
	Iteration 16Q: 3 clusters Score -5515469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5515497.500000 Penalty: 3570.165283
	Iteration 17Q: 3 clusters Score -5515498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5515519.000000 Penalty: 3570.165283
	Iteration 18Q: 3 clusters Score -5515519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5515544.000000 Penalty: 3570.165283
	Iteration 19Q: 3 clusters Score -5515544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5515554.500000 Penalty: 3570.165283
	Iteration 20F: 3 clusters Score -5515554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5515563.000000 Penalty: 3570.165283
	Iteration 21Q: 3 clusters Score -5515563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5515570.500000 Penalty: 3570.165283
	Iteration 22Q: 3 clusters Score -5515570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5515580.500000 Penalty: 3570.165283
	Iteration 23Q: 3 clusters Score -5515580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5515581.000000 Penalty: 3570.165283
	Iteration 24Q: 3 clusters Score -5515581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5515581.500000 Penalty: 3570.165283
	Iteration 25Q: 3 clusters Score -5515582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5515581.000000 Penalty: 3570.165283
	Iteration 26Q: 3 clusters Score -5515581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5515585.000000 Penalty: 3570.165283
	Iteration 27Q: 3 clusters Score -5515585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5515585.000000 Penalty: 3570.165283
	Iteration 28F: 3 clusters Score -5515585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Entering Unmasked Estep 
Score: -1389931.875000 Penalty: 1561.230347
	Iteration 0F: 2 clusters Score -1389932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1379647.875000 Penalty: 3122.460693
	Iteration 0F: 3 clusters Score -1379648 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1383224.000000 Penalty: 3122.460693
	Iteration 1F: 3 clusters Score -1383224 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1383460.000000 Penalty: 3122.460693
	Iteration 2Q: 3 clusters Score -1383460 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1383640.000000 Penalty: 3122.460693
	Iteration 3Q: 3 clusters Score -1383640 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1383838.375000 Penalty: 3122.460693
	Iteration 4Q: 3 clusters Score -1383838 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1384090.625000 Penalty: 3122.460693
	Iteration 5Q: 3 clusters Score -1384091 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1384373.625000 Penalty: 3122.460693
	Iteration 6Q: 3 clusters Score -1384374 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1384712.125000 Penalty: 3122.460693
	Iteration 7Q: 3 clusters Score -1384712 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1385148.750000 Penalty: 3122.460693
	Iteration 8Q: 3 clusters Score -1385149 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1385674.625000 Penalty: 3122.460693
	Iteration 9F: 3 clusters Score -1385675 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1386310.750000 Penalty: 3122.460693
	Iteration 10F: 3 clusters Score -1386311 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1387028.500000 Penalty: 3122.460693
	Iteration 11F: 3 clusters Score -1387028 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1387631.625000 Penalty: 3122.460693
	Iteration 12F: 3 clusters Score -1387632 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1388064.500000 Penalty: 3122.460693
	Iteration 13Q: 3 clusters Score -1388064 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1388313.375000 Penalty: 3122.460693
	Iteration 14Q: 3 clusters Score -1388313 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1388448.750000 Penalty: 3122.460693
	Iteration 15Q: 3 clusters Score -1388449 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1388548.250000 Penalty: 3122.460693
	Iteration 16Q: 3 clusters Score -1388548 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1388631.250000 Penalty: 3122.460693
	Iteration 17Q: 3 clusters Score -1388631 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1388690.625000 Penalty: 3122.460693
	Iteration 18Q: 3 clusters Score -1388691 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1388722.875000 Penalty: 3122.460693
	Iteration 19Q: 3 clusters Score -1388723 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1388749.000000 Penalty: 3122.460693
	Iteration 20F: 3 clusters Score -1388749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1388768.375000 Penalty: 3122.460693
	Iteration 21Q: 3 clusters Score -1388768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1388786.375000 Penalty: 3122.460693
	Iteration 22Q: 3 clusters Score -1388786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1388806.250000 Penalty: 3122.460693
	Iteration 23Q: 3 clusters Score -1388806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1388832.375000 Penalty: 3122.460693
	Iteration 24Q: 3 clusters Score -1388832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1388845.375000 Penalty: 3122.460693
	Iteration 25Q: 3 clusters Score -1388845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1388865.875000 Penalty: 3122.460693
	Iteration 26Q: 3 clusters Score -1388866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1388879.000000 Penalty: 3122.460693
	Iteration 27Q: 3 clusters Score -1388879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1388893.500000 Penalty: 3122.460693
	Iteration 28Q: 3 clusters Score -1388894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1388914.875000 Penalty: 3122.460693
	Iteration 29Q: 3 clusters Score -1388915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1388918.125000 Penalty: 3122.460693
	Iteration 30Q: 3 clusters Score -1388918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1388929.375000 Penalty: 3122.460693
	Iteration 31Q: 3 clusters Score -1388929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1388939.875000 Penalty: 3122.460693
	Iteration 32Q: 3 clusters Score -1388940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1388944.000000 Penalty: 3122.460693
	Iteration 33Q: 3 clusters Score -1388944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1388950.875000 Penalty: 3122.460693
	Iteration 34Q: 3 clusters Score -1388951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1388955.250000 Penalty: 3122.460693
	Iteration 35Q: 3 clusters Score -1388955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1388962.000000 Penalty: 3122.460693
	Iteration 36Q: 3 clusters Score -1388962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1388962.250000 Penalty: 3122.460693
	Iteration 37Q: 3 clusters Score -1388962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1388967.000000 Penalty: 3122.460693
	Iteration 38Q: 3 clusters Score -1388967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1388976.500000 Penalty: 3122.460693
	Iteration 39Q: 3 clusters Score -1388976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1388979.000000 Penalty: 3122.460693
	Iteration 40F: 3 clusters Score -1388979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1388982.250000 Penalty: 3122.460693
	Iteration 41Q: 3 clusters Score -1388982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1388984.375000 Penalty: 3122.460693
	Iteration 42Q: 3 clusters Score -1388984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1388981.875000 Penalty: 3122.460693
	Iteration 43Q: 3 clusters Score -1388982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1388984.625000 Penalty: 3122.460693
	Iteration 44Q: 3 clusters Score -1388985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1388987.875000 Penalty: 3122.460693
	Iteration 45Q: 3 clusters Score -1388988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1388989.250000 Penalty: 3122.460693
	Iteration 46Q: 3 clusters Score -1388989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1388989.750000 Penalty: 3122.460693
	Iteration 47Q: 3 clusters Score -1388990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1388992.125000 Penalty: 3122.460693
	Iteration 48Q: 3 clusters Score -1388992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1388989.750000 Penalty: 3122.460693
	Iteration 49Q: 3 clusters Score -1388990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1388991.125000 Penalty: 3122.460693
	Iteration 50Q: 3 clusters Score -1388991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1388991.000000 Penalty: 3122.460693
	Iteration 51Q: 3 clusters Score -1388991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1388991.000000 Penalty: 3122.460693
	Iteration 52Q: 3 clusters Score -1388991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1388992.375000 Penalty: 3122.460693
	Iteration 53Q: 3 clusters Score -1388992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1388990.750000 Penalty: 3122.460693
	Iteration 54Q: 3 clusters Score -1388991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1388989.375000 Penalty: 3122.460693
	Iteration 55Q: 3 clusters Score -1388989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1388988.750000 Penalty: 3122.460693
	Iteration 56Q: 3 clusters Score -1388989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1388988.000000 Penalty: 3122.460693
	Iteration 57Q: 3 clusters Score -1388988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1388989.125000 Penalty: 3122.460693
	Iteration 58Q: 3 clusters Score -1388989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1388989.750000 Penalty: 3122.460693
	Iteration 59Q: 3 clusters Score -1388990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1388991.000000 Penalty: 3122.460693
	Iteration 60F: 3 clusters Score -1388991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1388990.125000 Penalty: 3122.460693
	Iteration 61Q: 3 clusters Score -1388990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1388990.125000 Penalty: 3122.460693
	Iteration 62F: 3 clusters Score -1388990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Entering Unmasked Estep 
Score: -3375170.750000 Penalty: 1705.494141
	Iteration 0F: 2 clusters Score -3375171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3351071.000000 Penalty: 3410.988281
	Iteration 0F: 3 clusters Score -3351071 nChanged 16700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3360525.000000 Penalty: 3410.988281
	Iteration 1F: 3 clusters Score -3360525 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3361131.000000 Penalty: 3410.988281
	Iteration 2Q: 3 clusters Score -3361131 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3361808.750000 Penalty: 3410.988281
	Iteration 3Q: 3 clusters Score -3361809 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3362736.250000 Penalty: 3410.988281
	Iteration 4F: 3 clusters Score -3362736 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3364125.250000 Penalty: 3410.988281
	Iteration 5F: 3 clusters Score -3364125 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3366113.250000 Penalty: 3410.988281
	Iteration 6F: 3 clusters Score -3366113 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3368487.000000 Penalty: 3410.988281
	Iteration 7F: 3 clusters Score -3368487 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3370471.250000 Penalty: 3410.988281
	Iteration 8F: 3 clusters Score -3370471 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3371561.000000 Penalty: 3410.988281
	Iteration 9Q: 3 clusters Score -3371561 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3371986.250000 Penalty: 3410.988281
	Iteration 10Q: 3 clusters Score -3371986 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3372217.250000 Penalty: 3410.988281
	Iteration 11Q: 3 clusters Score -3372217 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3372380.000000 Penalty: 3410.988281
	Iteration 12Q: 3 clusters Score -3372380 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3372525.000000 Penalty: 3410.988281
	Iteration 13Q: 3 clusters Score -3372525 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3372655.750000 Penalty: 3410.988281
	Iteration 14Q: 3 clusters Score -3372656 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3372752.500000 Penalty: 3410.988281
	Iteration 15Q: 3 clusters Score -3372752 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3372845.000000 Penalty: 3410.988281
	Iteration 16Q: 3 clusters Score -3372845 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3372931.750000 Penalty: 3410.988281
	Iteration 17Q: 3 clusters Score -3372932 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3373014.250000 Penalty: 3410.988281
	Iteration 18Q: 3 clusters Score -3373014 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3373087.750000 Penalty: 3410.988281
	Iteration 19Q: 3 clusters Score -3373088 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3373131.500000 Penalty: 3410.988281
	Iteration 20F: 3 clusters Score -3373132 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3373192.250000 Penalty: 3410.988281
	Iteration 21Q: 3 clusters Score -3373192 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3373246.750000 Penalty: 3410.988281
	Iteration 22Q: 3 clusters Score -3373247 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3373327.000000 Penalty: 3410.988281
	Iteration 23Q: 3 clusters Score -3373327 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3373383.000000 Penalty: 3410.988281
	Iteration 24Q: 3 clusters Score -3373383 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3373439.250000 Penalty: 3410.988281
	Iteration 25Q: 3 clusters Score -3373439 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3373482.250000 Penalty: 3410.988281
	Iteration 26Q: 3 clusters Score -3373482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3373526.500000 Penalty: 3410.988281
	Iteration 27Q: 3 clusters Score -3373526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3373561.250000 Penalty: 3410.988281
	Iteration 28Q: 3 clusters Score -3373561 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3373597.750000 Penalty: 3410.988281
	Iteration 29Q: 3 clusters Score -3373598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3373612.500000 Penalty: 3410.988281
	Iteration 30Q: 3 clusters Score -3373612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3373631.250000 Penalty: 3410.988281
	Iteration 31Q: 3 clusters Score -3373631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3373655.500000 Penalty: 3410.988281
	Iteration 32Q: 3 clusters Score -3373656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3373659.750000 Penalty: 3410.988281
	Iteration 33Q: 3 clusters Score -3373660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3373669.000000 Penalty: 3410.988281
	Iteration 34Q: 3 clusters Score -3373669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3373685.500000 Penalty: 3410.988281
	Iteration 35Q: 3 clusters Score -3373686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3373701.000000 Penalty: 3410.988281
	Iteration 36Q: 3 clusters Score -3373701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3373708.000000 Penalty: 3410.988281
	Iteration 37Q: 3 clusters Score -3373708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3373714.500000 Penalty: 3410.988281
	Iteration 38Q: 3 clusters Score -3373714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3373719.750000 Penalty: 3410.988281
	Iteration 39Q: 3 clusters Score -3373720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3373731.500000 Penalty: 3410.988281
	Iteration 40F: 3 clusters Score -3373732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3373735.250000 Penalty: 3410.988281
	Iteration 41Q: 3 clusters Score -3373735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3373743.250000 Penalty: 3410.988281
	Iteration 42Q: 3 clusters Score -3373743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3373753.000000 Penalty: 3410.988281
	Iteration 43Q: 3 clusters Score -3373753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3373757.000000 Penalty: 3410.988281
	Iteration 44Q: 3 clusters Score -3373757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3373765.250000 Penalty: 3410.988281
	Iteration 45Q: 3 clusters Score -3373765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3373764.500000 Penalty: 3410.988281
	Iteration 46Q: 3 clusters Score -3373764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3373773.500000 Penalty: 3410.988281
	Iteration 47Q: 3 clusters Score -3373774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3373781.250000 Penalty: 3410.988281
	Iteration 48Q: 3 clusters Score -3373781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3373784.250000 Penalty: 3410.988281
	Iteration 49Q: 3 clusters Score -3373784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3373793.500000 Penalty: 3410.988281
	Iteration 50Q: 3 clusters Score -3373794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3373794.250000 Penalty: 3410.988281
	Iteration 51Q: 3 clusters Score -3373794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3373795.250000 Penalty: 3410.988281
	Iteration 52Q: 3 clusters Score -3373795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3373797.500000 Penalty: 3410.988281
	Iteration 53Q: 3 clusters Score -3373798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3373804.750000 Penalty: 3410.988281
	Iteration 54Q: 3 clusters Score -3373805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3373815.000000 Penalty: 3410.988281
	Iteration 55Q: 3 clusters Score -3373815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3373819.500000 Penalty: 3410.988281
	Iteration 56Q: 3 clusters Score -3373820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3373818.750000 Penalty: 3410.988281
	Iteration 57Q: 3 clusters Score -3373819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3373819.000000 Penalty: 3410.988281
	Iteration 58Q: 3 clusters Score -3373819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3373823.250000 Penalty: 3410.988281
	Iteration 59Q: 3 clusters Score -3373823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3373826.000000 Penalty: 3410.988281
	Iteration 60F: 3 clusters Score -3373826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3373823.750000 Penalty: 3410.988281
	Iteration 61Q: 3 clusters Score -3373824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3373826.750000 Penalty: 3410.988281
	Iteration 62Q: 3 clusters Score -3373827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3373824.000000 Penalty: 3410.988281
	Iteration 63Q: 3 clusters Score -3373824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3373830.000000 Penalty: 3410.988281
	Iteration 64Q: 3 clusters Score -3373830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3373826.500000 Penalty: 3410.988281
	Iteration 65Q: 3 clusters Score -3373826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3373826.000000 Penalty: 3410.988281
	Iteration 66Q: 3 clusters Score -3373826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3373827.000000 Penalty: 3410.988281
	Iteration 67Q: 3 clusters Score -3373827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3373825.500000 Penalty: 3410.988281
	Iteration 68Q: 3 clusters Score -3373826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3373831.250000 Penalty: 3410.988281
	Iteration 69Q: 3 clusters Score -3373831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3373831.500000 Penalty: 3410.988281
	Iteration 70Q: 3 clusters Score -3373832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3373831.500000 Penalty: 3410.988281
	Iteration 71F: 3 clusters Score -3373832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Entering Unmasked Estep 
Score: -2097368.000000 Penalty: 1634.259399
	Iteration 0F: 2 clusters Score -2097368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2081700.500000 Penalty: 3268.518799
	Iteration 0F: 3 clusters Score -2081700 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2087330.500000 Penalty: 3268.518799
	Iteration 1F: 3 clusters Score -2087330 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2087741.875000 Penalty: 3268.518799
	Iteration 2Q: 3 clusters Score -2087742 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2088258.500000 Penalty: 3268.518799
	Iteration 3F: 3 clusters Score -2088258 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2089010.750000 Penalty: 3268.518799
	Iteration 4F: 3 clusters Score -2089011 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2089974.500000 Penalty: 3268.518799
	Iteration 5F: 3 clusters Score -2089974 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2091154.000000 Penalty: 3268.518799
	Iteration 6F: 3 clusters Score -2091154 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2092322.500000 Penalty: 3268.518799
	Iteration 7F: 3 clusters Score -2092322 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2093496.000000 Penalty: 3268.518799
	Iteration 8F: 3 clusters Score -2093496 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2094805.000000 Penalty: 3268.518799
	Iteration 9Q: 3 clusters Score -2094805 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2095701.000000 Penalty: 3268.518799
	Iteration 10Q: 3 clusters Score -2095701 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2095950.625000 Penalty: 3268.518799
	Iteration 11Q: 3 clusters Score -2095951 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2096042.500000 Penalty: 3268.518799
	Iteration 12Q: 3 clusters Score -2096042 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2096089.375000 Penalty: 3268.518799
	Iteration 13Q: 3 clusters Score -2096089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2096125.375000 Penalty: 3268.518799
	Iteration 14Q: 3 clusters Score -2096125 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2096143.375000 Penalty: 3268.518799
	Iteration 15Q: 3 clusters Score -2096143 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2096160.375000 Penalty: 3268.518799
	Iteration 16Q: 3 clusters Score -2096160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2096171.625000 Penalty: 3268.518799
	Iteration 17Q: 3 clusters Score -2096172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2096179.500000 Penalty: 3268.518799
	Iteration 18Q: 3 clusters Score -2096180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2096181.250000 Penalty: 3268.518799
	Iteration 19Q: 3 clusters Score -2096181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2096184.500000 Penalty: 3268.518799
	Iteration 20F: 3 clusters Score -2096184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2096191.250000 Penalty: 3268.518799
	Iteration 21Q: 3 clusters Score -2096191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2096193.625000 Penalty: 3268.518799
	Iteration 22Q: 3 clusters Score -2096194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2096201.000000 Penalty: 3268.518799
	Iteration 23Q: 3 clusters Score -2096201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2096201.125000 Penalty: 3268.518799
	Iteration 24Q: 3 clusters Score -2096201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2096204.375000 Penalty: 3268.518799
	Iteration 25Q: 3 clusters Score -2096204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2096205.750000 Penalty: 3268.518799
	Iteration 26Q: 3 clusters Score -2096206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2096207.375000 Penalty: 3268.518799
	Iteration 27Q: 3 clusters Score -2096207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2096203.750000 Penalty: 3268.518799
	Iteration 28Q: 3 clusters Score -2096204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2096206.375000 Penalty: 3268.518799
	Iteration 29Q: 3 clusters Score -2096206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2096207.000000 Penalty: 3268.518799
	Iteration 30Q: 3 clusters Score -2096207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2096209.500000 Penalty: 3268.518799
	Iteration 31Q: 3 clusters Score -2096210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2096209.500000 Penalty: 3268.518799
	Iteration 32Q: 3 clusters Score -2096210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2096209.500000 Penalty: 3268.518799
	Iteration 33Q: 3 clusters Score -2096210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2096213.500000 Penalty: 3268.518799
	Iteration 34Q: 3 clusters Score -2096214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2096214.375000 Penalty: 3268.518799
	Iteration 35Q: 3 clusters Score -2096214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2096212.625000 Penalty: 3268.518799
	Iteration 36Q: 3 clusters Score -2096213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2096216.875000 Penalty: 3268.518799
	Iteration 37Q: 3 clusters Score -2096217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2096216.250000 Penalty: 3268.518799
	Iteration 38Q: 3 clusters Score -2096216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2096216.750000 Penalty: 3268.518799
	Iteration 39Q: 3 clusters Score -2096217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2096216.750000 Penalty: 3268.518799
	Iteration 40F: 3 clusters Score -2096217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Entering Unmasked Estep 
Score: -3816017.750000 Penalty: 1725.425781
	Iteration 0F: 2 clusters Score -3816018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3788575.000000 Penalty: 3450.851562
	Iteration 0F: 3 clusters Score -3788575 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3799498.750000 Penalty: 3450.851562
	Iteration 1F: 3 clusters Score -3799499 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3800171.250000 Penalty: 3450.851562
	Iteration 2Q: 3 clusters Score -3800171 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3801126.000000 Penalty: 3450.851562
	Iteration 3Q: 3 clusters Score -3801126 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3802416.250000 Penalty: 3450.851562
	Iteration 4F: 3 clusters Score -3802416 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3804113.250000 Penalty: 3450.851562
	Iteration 5F: 3 clusters Score -3804113 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3806003.000000 Penalty: 3450.851562
	Iteration 6F: 3 clusters Score -3806003 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3807879.750000 Penalty: 3450.851562
	Iteration 7F: 3 clusters Score -3807880 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3809490.250000 Penalty: 3450.851562
	Iteration 8F: 3 clusters Score -3809490 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3810583.000000 Penalty: 3450.851562
	Iteration 9Q: 3 clusters Score -3810583 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3811275.250000 Penalty: 3450.851562
	Iteration 10Q: 3 clusters Score -3811275 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -3811769.000000 Penalty: 3450.851562
	Iteration 11Q: 3 clusters Score -3811769 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -3812116.750000 Penalty: 3450.851562
	Iteration 12Q: 3 clusters Score -3812117 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -3812401.750000 Penalty: 3450.851562
	Iteration 13Q: 3 clusters Score -3812402 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -3812623.000000 Penalty: 3450.851562
	Iteration 14Q: 3 clusters Score -3812623 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3812867.250000 Penalty: 3450.851562
	Iteration 15Q: 3 clusters Score -3812867 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -3813105.250000 Penalty: 3450.851562
	Iteration 16Q: 3 clusters Score -3813105 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -3813314.500000 Penalty: 3450.851562
	Iteration 17Q: 3 clusters Score -3813314 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -3813539.750000 Penalty: 3450.851562
	Iteration 18Q: 3 clusters Score -3813540 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -3813712.750000 Penalty: 3450.851562
	Iteration 19Q: 3 clusters Score -3813713 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -3813888.000000 Penalty: 3450.851562
	Iteration 20F: 3 clusters Score -3813888 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -3814024.250000 Penalty: 3450.851562
	Iteration 21Q: 3 clusters Score -3814024 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -3814153.250000 Penalty: 3450.851562
	Iteration 22Q: 3 clusters Score -3814153 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -3814243.500000 Penalty: 3450.851562
	Iteration 23Q: 3 clusters Score -3814244 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -3814332.500000 Penalty: 3450.851562
	Iteration 24Q: 3 clusters Score -3814332 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -3814391.500000 Penalty: 3450.851562
	Iteration 25Q: 3 clusters Score -3814392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -3814417.750000 Penalty: 3450.851562
	Iteration 26Q: 3 clusters Score -3814418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -3814459.250000 Penalty: 3450.851562
	Iteration 27Q: 3 clusters Score -3814459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -3814492.750000 Penalty: 3450.851562
	Iteration 28Q: 3 clusters Score -3814493 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -3814547.750000 Penalty: 3450.851562
	Iteration 29Q: 3 clusters Score -3814548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -3814581.250000 Penalty: 3450.851562
	Iteration 30Q: 3 clusters Score -3814581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -3814596.750000 Penalty: 3450.851562
	Iteration 31Q: 3 clusters Score -3814597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -3814607.250000 Penalty: 3450.851562
	Iteration 32Q: 3 clusters Score -3814607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -3814616.500000 Penalty: 3450.851562
	Iteration 33Q: 3 clusters Score -3814616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -3814624.750000 Penalty: 3450.851562
	Iteration 34Q: 3 clusters Score -3814625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -3814644.750000 Penalty: 3450.851562
	Iteration 35Q: 3 clusters Score -3814645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -3814643.750000 Penalty: 3450.851562
	Iteration 36Q: 3 clusters Score -3814644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -3814648.250000 Penalty: 3450.851562
	Iteration 37Q: 3 clusters Score -3814648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -3814648.250000 Penalty: 3450.851562
	Iteration 38Q: 3 clusters Score -3814648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -3814652.750000 Penalty: 3450.851562
	Iteration 39Q: 3 clusters Score -3814653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -3814654.750000 Penalty: 3450.851562
	Iteration 40F: 3 clusters Score -3814655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -3814655.500000 Penalty: 3450.851562
	Iteration 41Q: 3 clusters Score -3814656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -3814655.750000 Penalty: 3450.851562
	Iteration 42Q: 3 clusters Score -3814656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -3814655.750000 Penalty: 3450.851562
	Iteration 43F: 3 clusters Score -3814656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Entering Unmasked Estep 
Score: -1900109.125000 Penalty: 1611.712036
	Iteration 0F: 2 clusters Score -1900109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1886253.375000 Penalty: 3223.424072
	Iteration 0F: 3 clusters Score -1886253 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1891388.875000 Penalty: 3223.424072
	Iteration 1F: 3 clusters Score -1891389 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1891679.250000 Penalty: 3223.424072
	Iteration 2Q: 3 clusters Score -1891679 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1891905.625000 Penalty: 3223.424072
	Iteration 3Q: 3 clusters Score -1891906 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1892104.750000 Penalty: 3223.424072
	Iteration 4Q: 3 clusters Score -1892105 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1892290.875000 Penalty: 3223.424072
	Iteration 5Q: 3 clusters Score -1892291 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1892462.625000 Penalty: 3223.424072
	Iteration 6Q: 3 clusters Score -1892463 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1892625.750000 Penalty: 3223.424072
	Iteration 7Q: 3 clusters Score -1892626 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1892806.375000 Penalty: 3223.424072
	Iteration 8Q: 3 clusters Score -1892806 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1893033.250000 Penalty: 3223.424072
	Iteration 9Q: 3 clusters Score -1893033 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1893322.750000 Penalty: 3223.424072
	Iteration 10Q: 3 clusters Score -1893323 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1893777.750000 Penalty: 3223.424072
	Iteration 11Q: 3 clusters Score -1893778 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1894487.250000 Penalty: 3223.424072
	Iteration 12Q: 3 clusters Score -1894487 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1895157.250000 Penalty: 3223.424072
	Iteration 13Q: 3 clusters Score -1895157 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1895659.500000 Penalty: 3223.424072
	Iteration 14Q: 3 clusters Score -1895660 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1895920.500000 Penalty: 3223.424072
	Iteration 15Q: 3 clusters Score -1895920 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1896099.500000 Penalty: 3223.424072
	Iteration 16Q: 3 clusters Score -1896100 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1896241.750000 Penalty: 3223.424072
	Iteration 17Q: 3 clusters Score -1896242 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1896363.000000 Penalty: 3223.424072
	Iteration 18Q: 3 clusters Score -1896363 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1896487.125000 Penalty: 3223.424072
	Iteration 19Q: 3 clusters Score -1896487 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1896597.875000 Penalty: 3223.424072
	Iteration 20F: 3 clusters Score -1896598 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1896722.375000 Penalty: 3223.424072
	Iteration 21Q: 3 clusters Score -1896722 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1896849.000000 Penalty: 3223.424072
	Iteration 22Q: 3 clusters Score -1896849 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1896971.375000 Penalty: 3223.424072
	Iteration 23Q: 3 clusters Score -1896971 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1897086.625000 Penalty: 3223.424072
	Iteration 24Q: 3 clusters Score -1897087 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1897196.000000 Penalty: 3223.424072
	Iteration 25Q: 3 clusters Score -1897196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1897302.375000 Penalty: 3223.424072
	Iteration 26Q: 3 clusters Score -1897302 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1897425.375000 Penalty: 3223.424072
	Iteration 27Q: 3 clusters Score -1897425 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1897534.750000 Penalty: 3223.424072
	Iteration 28Q: 3 clusters Score -1897535 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1897639.250000 Penalty: 3223.424072
	Iteration 29Q: 3 clusters Score -1897639 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1897734.375000 Penalty: 3223.424072
	Iteration 30Q: 3 clusters Score -1897734 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1897817.875000 Penalty: 3223.424072
	Iteration 31Q: 3 clusters Score -1897818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1897905.750000 Penalty: 3223.424072
	Iteration 32Q: 3 clusters Score -1897906 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1897993.250000 Penalty: 3223.424072
	Iteration 33Q: 3 clusters Score -1897993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1898057.375000 Penalty: 3223.424072
	Iteration 34Q: 3 clusters Score -1898057 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1898116.875000 Penalty: 3223.424072
	Iteration 35Q: 3 clusters Score -1898117 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1898163.625000 Penalty: 3223.424072
	Iteration 36Q: 3 clusters Score -1898164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1898237.875000 Penalty: 3223.424072
	Iteration 37Q: 3 clusters Score -1898238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1898307.125000 Penalty: 3223.424072
	Iteration 38Q: 3 clusters Score -1898307 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -1898370.125000 Penalty: 3223.424072
	Iteration 39Q: 3 clusters Score -1898370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1898418.625000 Penalty: 3223.424072
	Iteration 40F: 3 clusters Score -1898419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1898462.625000 Penalty: 3223.424072
	Iteration 41Q: 3 clusters Score -1898463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1898492.875000 Penalty: 3223.424072
	Iteration 42Q: 3 clusters Score -1898493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -1898533.000000 Penalty: 3223.424072
	Iteration 43Q: 3 clusters Score -1898533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1898559.375000 Penalty: 3223.424072
	Iteration 44Q: 3 clusters Score -1898559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1898580.375000 Penalty: 3223.424072
	Iteration 45Q: 3 clusters Score -1898580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -1898600.750000 Penalty: 3223.424072
	Iteration 46Q: 3 clusters Score -1898601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1898615.500000 Penalty: 3223.424072
	Iteration 47Q: 3 clusters Score -1898616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -1898629.125000 Penalty: 3223.424072
	Iteration 48Q: 3 clusters Score -1898629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1898643.750000 Penalty: 3223.424072
	Iteration 49Q: 3 clusters Score -1898644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -1898652.000000 Penalty: 3223.424072
	Iteration 50Q: 3 clusters Score -1898652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1898668.000000 Penalty: 3223.424072
	Iteration 51Q: 3 clusters Score -1898668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -1898685.875000 Penalty: 3223.424072
	Iteration 52Q: 3 clusters Score -1898686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1898690.875000 Penalty: 3223.424072
	Iteration 53Q: 3 clusters Score -1898691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1898697.750000 Penalty: 3223.424072
	Iteration 54Q: 3 clusters Score -1898698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1898710.125000 Penalty: 3223.424072
	Iteration 55Q: 3 clusters Score -1898710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -1898718.875000 Penalty: 3223.424072
	Iteration 56Q: 3 clusters Score -1898719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1898723.000000 Penalty: 3223.424072
	Iteration 57Q: 3 clusters Score -1898723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -1898728.125000 Penalty: 3223.424072
	Iteration 58Q: 3 clusters Score -1898728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1898738.250000 Penalty: 3223.424072
	Iteration 59Q: 3 clusters Score -1898738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1898750.875000 Penalty: 3223.424072
	Iteration 60F: 3 clusters Score -1898751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1898754.000000 Penalty: 3223.424072
	Iteration 61Q: 3 clusters Score -1898754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -1898762.875000 Penalty: 3223.424072
	Iteration 62Q: 3 clusters Score -1898763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1898772.750000 Penalty: 3223.424072
	Iteration 63Q: 3 clusters Score -1898773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1898778.250000 Penalty: 3223.424072
	Iteration 64Q: 3 clusters Score -1898778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1898781.875000 Penalty: 3223.424072
	Iteration 65Q: 3 clusters Score -1898782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1898781.750000 Penalty: 3223.424072
	Iteration 66Q: 3 clusters Score -1898782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1898781.750000 Penalty: 3223.424072
	Iteration 67F: 3 clusters Score -1898782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317598 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 7 contains 28408 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 43214 members 
Mstep: Class 10 contains 12462 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 14877 members 
Mstep: Class 15 contains 36147 members 
Mstep: Class 17 contains 23318 members 
Mstep: Class 18 contains 40864 members 
Mstep: Class 19 contains 20297 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 13 clusters Score -5.454625e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317558 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 7 contains 28450 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 43207 members 
Mstep: Class 10 contains 12452 members 
Mstep: Class 13 contains 58979 members 
Mstep: Class 14 contains 14869 members 
Mstep: Class 15 contains 36145 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 40870 members 
Mstep: Class 19 contains 20334 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 13 clusters Score -5.454629e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317520 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28488 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 43200 members 
Mstep: Class 10 contains 12446 members 
Mstep: Class 13 contains 58967 members 
Mstep: Class 14 contains 14863 members 
Mstep: Class 15 contains 36142 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 40873 members 
Mstep: Class 19 contains 20369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 13 clusters Score -5.454641e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317482 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28521 members 
Mstep: Class 8 contains 5001 members 
Mstep: Class 9 contains 43198 members 
Mstep: Class 10 contains 12442 members 
Mstep: Class 13 contains 58948 members 
Mstep: Class 14 contains 14858 members 
Mstep: Class 15 contains 36142 members 
Mstep: Class 17 contains 23318 members 
Mstep: Class 18 contains 40882 members 
Mstep: Class 19 contains 20399 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 13 clusters Score -5.454646e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317435 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28564 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 43199 members 
Mstep: Class 10 contains 12444 members 
Mstep: Class 13 contains 58937 members 
Mstep: Class 14 contains 14849 members 
Mstep: Class 15 contains 36144 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 40888 members 
Mstep: Class 19 contains 20418 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 13 clusters Score -5.454642e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317376 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28617 members 
Mstep: Class 8 contains 4994 members 
Mstep: Class 9 contains 43193 members 
Mstep: Class 10 contains 12439 members 
Mstep: Class 13 contains 58929 members 
Mstep: Class 14 contains 14842 members 
Mstep: Class 15 contains 36151 members 
Mstep: Class 17 contains 23316 members 
Mstep: Class 18 contains 40896 members 
Mstep: Class 19 contains 20438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 13 clusters Score -5.45464e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317334 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28669 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 43185 members 
Mstep: Class 10 contains 12436 members 
Mstep: Class 13 contains 58920 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 36153 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 40902 members 
Mstep: Class 19 contains 20453 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 13 clusters Score -5.454645e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317309 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28707 members 
Mstep: Class 8 contains 4990 members 
Mstep: Class 9 contains 43176 members 
Mstep: Class 10 contains 12434 members 
Mstep: Class 13 contains 58913 members 
Mstep: Class 14 contains 14821 members 
Mstep: Class 15 contains 36154 members 
Mstep: Class 17 contains 23316 members 
Mstep: Class 18 contains 40907 members 
Mstep: Class 19 contains 20464 members 
Entering Unmasked Estep 
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Score: -54546444.000000 Penalty: 25952.548828
Iteration 166Q: 13 clusters Score -5.454644e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317266 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28746 members 
Mstep: Class 8 contains 4988 members 
Mstep: Class 9 contains 43173 members 
Mstep: Class 10 contains 12432 members 
Mstep: Class 13 contains 58908 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 36155 members 
Mstep: Class 17 contains 23316 members 
Mstep: Class 18 contains 40918 members 
Mstep: Class 19 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 13 clusters Score -5.454643e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317219 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28784 members 
Mstep: Class 8 contains 4985 members 
Mstep: Class 9 contains 43167 members 
Mstep: Class 10 contains 12431 members 
Mstep: Class 13 contains 58907 members 
Mstep: Class 14 contains 14811 members 
Mstep: Class 15 contains 36158 members 
Mstep: Class 17 contains 23315 members 
Mstep: Class 18 contains 40928 members 
Mstep: Class 19 contains 20486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546488.000000 Penalty: 25952.548828
Iteration 168Q: 13 clusters Score -5.454649e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317173 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 4981 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 12431 members 
Mstep: Class 13 contains 58900 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 36160 members 
Mstep: Class 17 contains 23316 members 
Mstep: Class 18 contains 40936 members 
Mstep: Class 19 contains 20502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546472.000000 Penalty: 25952.548828
Iteration 169Q: 13 clusters Score -5.454647e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317110 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28867 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 43163 members 
Mstep: Class 10 contains 12428 members 
Mstep: Class 13 contains 58896 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 36159 members 
Mstep: Class 17 contains 23319 members 
Mstep: Class 18 contains 40946 members 
Mstep: Class 19 contains 20520 members 
Entering Unmasked Estep 
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Iteration 170Q: 13 clusters Score -5.45465e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317072 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28905 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 9 contains 43158 members 
Mstep: Class 10 contains 12424 members 
Mstep: Class 13 contains 58890 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 36158 members 
Mstep: Class 17 contains 23322 members 
Mstep: Class 18 contains 40949 members 
Mstep: Class 19 contains 20536 members 
Entering Unmasked Estep 
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Iteration 171Q: 13 clusters Score -5.454651e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317037 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28944 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 43155 members 
Mstep: Class 10 contains 12418 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 14799 members 
Mstep: Class 15 contains 36157 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40955 members 
Mstep: Class 19 contains 20548 members 
Entering Unmasked Estep 
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Iteration 172Q: 13 clusters Score -5.454659e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 317024 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 28968 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 43152 members 
Mstep: Class 10 contains 12410 members 
Mstep: Class 13 contains 58884 members 
Mstep: Class 14 contains 14796 members 
Mstep: Class 15 contains 36154 members 
Mstep: Class 17 contains 23319 members 
Mstep: Class 18 contains 40957 members 
Mstep: Class 19 contains 20559 members 
Entering Unmasked Estep 
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Iteration 173Q: 13 clusters Score -5.454663e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316997 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29001 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 43144 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 13 contains 58884 members 
Mstep: Class 14 contains 14794 members 
Mstep: Class 15 contains 36154 members 
Mstep: Class 17 contains 23316 members 
Mstep: Class 18 contains 40960 members 
Mstep: Class 19 contains 20568 members 
Entering Unmasked Estep 
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Iteration 174Q: 13 clusters Score -5.454666e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316977 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29032 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 43136 members 
Mstep: Class 10 contains 12402 members 
Mstep: Class 13 contains 58881 members 
Mstep: Class 14 contains 14794 members 
Mstep: Class 15 contains 36152 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 40965 members 
Mstep: Class 19 contains 20572 members 
Entering Unmasked Estep 
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Iteration 175Q: 13 clusters Score -5.454667e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316967 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29058 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 43130 members 
Mstep: Class 10 contains 12398 members 
Mstep: Class 13 contains 58875 members 
Mstep: Class 14 contains 14792 members 
Mstep: Class 15 contains 36149 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 40967 members 
Mstep: Class 19 contains 20576 members 
Entering Unmasked Estep 
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Iteration 176Q: 13 clusters Score -5.45467e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316949 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29085 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 43126 members 
Mstep: Class 10 contains 12395 members 
Mstep: Class 13 contains 58869 members 
Mstep: Class 14 contains 14789 members 
Mstep: Class 15 contains 36148 members 
Mstep: Class 17 contains 23316 members 
Mstep: Class 18 contains 40970 members 
Mstep: Class 19 contains 20582 members 
Entering Unmasked Estep 
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Iteration 177Q: 13 clusters Score -5.45467e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316927 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29116 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 43124 members 
Mstep: Class 10 contains 12392 members 
Mstep: Class 13 contains 58867 members 
Mstep: Class 14 contains 14784 members 
Mstep: Class 15 contains 36147 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 40968 members 
Mstep: Class 19 contains 20588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546688.000000 Penalty: 25952.548828
Iteration 178Q: 13 clusters Score -5.454669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316901 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29139 members 
Mstep: Class 8 contains 4957 members 
Mstep: Class 9 contains 43122 members 
Mstep: Class 10 contains 12390 members 
Mstep: Class 13 contains 58868 members 
Mstep: Class 14 contains 14779 members 
Mstep: Class 15 contains 36147 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40971 members 
Mstep: Class 19 contains 20596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546700.000000 Penalty: 25952.548828
Iteration 179Q: 13 clusters Score -5.45467e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316876 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29164 members 
Mstep: Class 8 contains 4952 members 
Mstep: Class 9 contains 43121 members 
Mstep: Class 10 contains 12389 members 
Mstep: Class 13 contains 58872 members 
Mstep: Class 14 contains 14775 members 
Mstep: Class 15 contains 36149 members 
Mstep: Class 17 contains 23324 members 
Mstep: Class 18 contains 40969 members 
Mstep: Class 19 contains 20600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546792.000000 Penalty: 25952.548828
Iteration 180F: 13 clusters Score -5.454679e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316861 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 7 contains 29196 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 43116 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 13 contains 58872 members 
Mstep: Class 14 contains 14768 members 
Mstep: Class 15 contains 36147 members 
Mstep: Class 17 contains 23322 members 
Mstep: Class 18 contains 40970 members 
Mstep: Class 19 contains 20605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546792.000000 Penalty: 25952.548828
Iteration 181Q: 13 clusters Score -5.454679e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316838 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29224 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 43110 members 
Mstep: Class 10 contains 12387 members 
Mstep: Class 13 contains 58874 members 
Mstep: Class 14 contains 14766 members 
Mstep: Class 15 contains 36146 members 
Mstep: Class 17 contains 23322 members 
Mstep: Class 18 contains 40967 members 
Mstep: Class 19 contains 20613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546756.000000 Penalty: 25952.548828
Iteration 182Q: 13 clusters Score -5.454676e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316826 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29251 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 43107 members 
Mstep: Class 10 contains 12386 members 
Mstep: Class 13 contains 58869 members 
Mstep: Class 14 contains 14761 members 
Mstep: Class 15 contains 36143 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 40965 members 
Mstep: Class 19 contains 20623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546784.000000 Penalty: 25952.548828
Iteration 183Q: 13 clusters Score -5.454678e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316812 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29274 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 43100 members 
Mstep: Class 10 contains 12386 members 
Mstep: Class 13 contains 58868 members 
Mstep: Class 14 contains 14757 members 
Mstep: Class 15 contains 36140 members 
Mstep: Class 17 contains 23314 members 
Mstep: Class 18 contains 40965 members 
Mstep: Class 19 contains 20636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546760.000000 Penalty: 25952.548828
Iteration 184Q: 13 clusters Score -5.454676e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316793 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29300 members 
Mstep: Class 8 contains 4931 members 
Mstep: Class 9 contains 43093 members 
Mstep: Class 10 contains 12386 members 
Mstep: Class 13 contains 58868 members 
Mstep: Class 14 contains 14754 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23322 members 
Mstep: Class 18 contains 40965 members 
Mstep: Class 19 contains 20644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546696.000000 Penalty: 25952.548828
Iteration 185Q: 13 clusters Score -5.45467e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316775 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29326 members 
Mstep: Class 8 contains 4920 members 
Mstep: Class 9 contains 43089 members 
Mstep: Class 10 contains 12385 members 
Mstep: Class 13 contains 58863 members 
Mstep: Class 14 contains 14753 members 
Mstep: Class 15 contains 36136 members 
Mstep: Class 17 contains 23331 members 
Mstep: Class 18 contains 40968 members 
Mstep: Class 19 contains 20647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546728.000000 Penalty: 25952.548828
Iteration 186Q: 13 clusters Score -5.454673e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316773 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29346 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 43081 members 
Mstep: Class 10 contains 12384 members 
Mstep: Class 13 contains 58856 members 
Mstep: Class 14 contains 14749 members 
Mstep: Class 15 contains 36132 members 
Mstep: Class 17 contains 23336 members 
Mstep: Class 18 contains 40966 members 
Mstep: Class 19 contains 20657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546720.000000 Penalty: 25952.548828
Iteration 187Q: 13 clusters Score -5.454672e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316761 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29369 members 
Mstep: Class 8 contains 4912 members 
Mstep: Class 9 contains 43074 members 
Mstep: Class 10 contains 12381 members 
Mstep: Class 13 contains 58848 members 
Mstep: Class 14 contains 14746 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23332 members 
Mstep: Class 18 contains 40972 members 
Mstep: Class 19 contains 20668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546740.000000 Penalty: 25952.548828
Iteration 188Q: 13 clusters Score -5.454674e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316735 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29397 members 
Mstep: Class 8 contains 4912 members 
Mstep: Class 9 contains 43070 members 
Mstep: Class 10 contains 12375 members 
Mstep: Class 13 contains 58845 members 
Mstep: Class 14 contains 14743 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23331 members 
Mstep: Class 18 contains 40976 members 
Mstep: Class 19 contains 20680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546764.000000 Penalty: 25952.548828
Iteration 189Q: 13 clusters Score -5.454676e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316723 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29420 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 43066 members 
Mstep: Class 10 contains 12370 members 
Mstep: Class 13 contains 58839 members 
Mstep: Class 14 contains 14739 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23331 members 
Mstep: Class 18 contains 40979 members 
Mstep: Class 19 contains 20686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546800.000000 Penalty: 25952.548828
Iteration 190Q: 13 clusters Score -5.45468e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316733 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29432 members 
Mstep: Class 8 contains 4909 members 
Mstep: Class 9 contains 43064 members 
Mstep: Class 10 contains 12361 members 
Mstep: Class 13 contains 58832 members 
Mstep: Class 14 contains 14734 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23330 members 
Mstep: Class 18 contains 40979 members 
Mstep: Class 19 contains 20690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546760.000000 Penalty: 25952.548828
Iteration 191Q: 13 clusters Score -5.454676e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316746 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29445 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 43060 members 
Mstep: Class 10 contains 12353 members 
Mstep: Class 13 contains 58826 members 
Mstep: Class 14 contains 14729 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23326 members 
Mstep: Class 18 contains 40980 members 
Mstep: Class 19 contains 20693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546708.000000 Penalty: 25952.548828
Iteration 192Q: 13 clusters Score -5.454671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316751 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 7 contains 29460 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 43056 members 
Mstep: Class 10 contains 12345 members 
Mstep: Class 13 contains 58818 members 
Mstep: Class 14 contains 14725 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23325 members 
Mstep: Class 18 contains 40980 members 
Mstep: Class 19 contains 20698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546764.000000 Penalty: 25952.548828
Iteration 193Q: 13 clusters Score -5.454676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316748 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 7 contains 29468 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 43057 members 
Mstep: Class 10 contains 12342 members 
Mstep: Class 13 contains 58816 members 
Mstep: Class 14 contains 14719 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23325 members 
Mstep: Class 18 contains 40980 members 
Mstep: Class 19 contains 20702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546752.000000 Penalty: 25952.548828
Iteration 194Q: 13 clusters Score -5.454675e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316750 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 7 contains 29476 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 43054 members 
Mstep: Class 10 contains 12337 members 
Mstep: Class 13 contains 58814 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23325 members 
Mstep: Class 18 contains 40980 members 
Mstep: Class 19 contains 20705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546780.000000 Penalty: 25952.548828
Iteration 195Q: 13 clusters Score -5.454678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316748 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 7 contains 29481 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 43049 members 
Mstep: Class 10 contains 12335 members 
Mstep: Class 13 contains 58814 members 
Mstep: Class 14 contains 14714 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23325 members 
Mstep: Class 18 contains 40981 members 
Mstep: Class 19 contains 20710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546776.000000 Penalty: 25952.548828
Iteration 196Q: 13 clusters Score -5.454678e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316751 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 7 contains 29488 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 43045 members 
Mstep: Class 10 contains 12331 members 
Mstep: Class 13 contains 58808 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23325 members 
Mstep: Class 18 contains 40983 members 
Mstep: Class 19 contains 20716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546792.000000 Penalty: 25952.548828
Iteration 197Q: 13 clusters Score -5.454679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316753 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29493 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 43043 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58798 members 
Mstep: Class 14 contains 14707 members 
Mstep: Class 15 contains 36132 members 
Mstep: Class 17 contains 23325 members 
Mstep: Class 18 contains 40982 members 
Mstep: Class 19 contains 20725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546832.000000 Penalty: 25952.548828
Iteration 198Q: 13 clusters Score -5.454683e+07 nChanged 40
Entering ConstructFrom: 
Score: -54546832.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (316744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316744 members 
Entering Unmasked Estep 
Score: -28975546.000000 Penalty: 2058.200439
	Iteration 0F: 2 clusters Score -2.897555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158298 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -28770420.000000 Penalty: 4116.400879
	Iteration 0F: 3 clusters Score -2.877042e+07 nChanged 154845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -28863544.000000 Penalty: 4116.400879
	Iteration 1F: 3 clusters Score -2.886354e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 165987 members 
Entering Unmasked Estep 
Score: -28865110.000000 Penalty: 4116.400879
	Iteration 2Q: 3 clusters Score -2.886511e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -28867126.000000 Penalty: 4116.400879
	Iteration 3Q: 3 clusters Score -2.886713e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139893 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -28870736.000000 Penalty: 4116.400879
	Iteration 4Q: 3 clusters Score -2.887074e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130317 members 
Mstep: Class 2 contains 186427 members 
Entering Unmasked Estep 
Score: -28877004.000000 Penalty: 4116.400879
	Iteration 5Q: 3 clusters Score -2.8877e+07 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117696 members 
Mstep: Class 2 contains 199048 members 
Entering Unmasked Estep 
Score: -28886784.000000 Penalty: 4116.400879
	Iteration 6F: 3 clusters Score -2.888678e+07 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 214050 members 
Entering Unmasked Estep 
Score: -28900924.000000 Penalty: 4116.400879
	Iteration 7F: 3 clusters Score -2.890092e+07 nChanged 19832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 228810 members 
Entering Unmasked Estep 
Score: -28918064.000000 Penalty: 4116.400879
	Iteration 8F: 3 clusters Score -2.891806e+07 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 239682 members 
Entering Unmasked Estep 
Score: -28931552.000000 Penalty: 4116.400879
	Iteration 9F: 3 clusters Score -2.893155e+07 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 246677 members 
Entering Unmasked Estep 
Score: -28939280.000000 Penalty: 4116.400879
	Iteration 10Q: 3 clusters Score -2.893928e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 251904 members 
Entering Unmasked Estep 
Score: -28942854.000000 Penalty: 4116.400879
	Iteration 11Q: 3 clusters Score -2.894285e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 256771 members 
Entering Unmasked Estep 
Score: -28945052.000000 Penalty: 4116.400879
	Iteration 12Q: 3 clusters Score -2.894505e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 261619 members 
Entering Unmasked Estep 
Score: -28947190.000000 Penalty: 4116.400879
	Iteration 13Q: 3 clusters Score -2.894719e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 266466 members 
Entering Unmasked Estep 
Score: -28949092.000000 Penalty: 4116.400879
	Iteration 14Q: 3 clusters Score -2.894909e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 271403 members 
Entering Unmasked Estep 
Score: -28951492.000000 Penalty: 4116.400879
	Iteration 15Q: 3 clusters Score -2.895149e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 276428 members 
Entering Unmasked Estep 
Score: -28953998.000000 Penalty: 4116.400879
	Iteration 16Q: 3 clusters Score -2.8954e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 281624 members 
Entering Unmasked Estep 
Score: -28956572.000000 Penalty: 4116.400879
	Iteration 17Q: 3 clusters Score -2.895657e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 286735 members 
Entering Unmasked Estep 
Score: -28959718.000000 Penalty: 4116.400879
	Iteration 18Q: 3 clusters Score -2.895972e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 291675 members 
Entering Unmasked Estep 
Score: -28963120.000000 Penalty: 4116.400879
	Iteration 19Q: 3 clusters Score -2.896312e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 296322 members 
Entering Unmasked Estep 
Score: -28965408.000000 Penalty: 4116.400879
	Iteration 20F: 3 clusters Score -2.896541e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 300588 members 
Entering Unmasked Estep 
Score: -28967460.000000 Penalty: 4116.400879
	Iteration 21Q: 3 clusters Score -2.896746e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 304356 members 
Entering Unmasked Estep 
Score: -28969196.000000 Penalty: 4116.400879
	Iteration 22Q: 3 clusters Score -2.89692e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 307645 members 
Entering Unmasked Estep 
Score: -28970618.000000 Penalty: 4116.400879
	Iteration 23Q: 3 clusters Score -2.897062e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 310284 members 
Entering Unmasked Estep 
Score: -28971690.000000 Penalty: 4116.400879
	Iteration 24Q: 3 clusters Score -2.897169e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 312283 members 
Entering Unmasked Estep 
Score: -28972342.000000 Penalty: 4116.400879
	Iteration 25Q: 3 clusters Score -2.897234e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 313723 members 
Entering Unmasked Estep 
Score: -28972780.000000 Penalty: 4116.400879
	Iteration 26Q: 3 clusters Score -2.897278e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 314737 members 
Entering Unmasked Estep 
Score: -28973146.000000 Penalty: 4116.400879
	Iteration 27Q: 3 clusters Score -2.897315e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 315372 members 
Entering Unmasked Estep 
Score: -28973298.000000 Penalty: 4116.400879
	Iteration 28Q: 3 clusters Score -2.89733e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 315761 members 
Entering Unmasked Estep 
Score: -28973524.000000 Penalty: 4116.400879
	Iteration 29Q: 3 clusters Score -2.897352e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 315996 members 
Entering Unmasked Estep 
Score: -28973630.000000 Penalty: 4116.400879
	Iteration 30Q: 3 clusters Score -2.897363e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 316132 members 
Entering Unmasked Estep 
Score: -28973692.000000 Penalty: 4116.400879
	Iteration 31Q: 3 clusters Score -2.897369e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 316215 members 
Entering Unmasked Estep 
Score: -28973736.000000 Penalty: 4116.400879
	Iteration 32Q: 3 clusters Score -2.897374e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 316270 members 
Entering Unmasked Estep 
Score: -28973770.000000 Penalty: 4116.400879
	Iteration 33Q: 3 clusters Score -2.897377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 316304 members 
Entering Unmasked Estep 
Score: -28973786.000000 Penalty: 4116.400879
	Iteration 34Q: 3 clusters Score -2.897379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 316321 members 
Entering Unmasked Estep 
Score: -28973792.000000 Penalty: 4116.400879
	Iteration 35Q: 3 clusters Score -2.897379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 316335 members 
Entering Unmasked Estep 
Score: -28973810.000000 Penalty: 4116.400879
	Iteration 36Q: 3 clusters Score -2.897381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 316340 members 
Entering Unmasked Estep 
Score: -28973816.000000 Penalty: 4116.400879
	Iteration 37Q: 3 clusters Score -2.897382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 316345 members 
Entering Unmasked Estep 
Score: -28973808.000000 Penalty: 4116.400879
	Iteration 38Q: 3 clusters Score -2.897381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 316347 members 
Entering Unmasked Estep 
Score: -28973808.000000 Penalty: 4116.400879
	Iteration 39Q: 3 clusters Score -2.897381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 316349 members 
Entering Unmasked Estep 
Score: -28973806.000000 Penalty: 4116.400879
	Iteration 40F: 3 clusters Score -2.897381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 316351 members 
Entering Unmasked Estep 
Score: -28973816.000000 Penalty: 4116.400879
	Iteration 41Q: 3 clusters Score -2.897382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 316353 members 
Entering Unmasked Estep 
Score: -28973800.000000 Penalty: 4116.400879
	Iteration 42Q: 3 clusters Score -2.89738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 316354 members 
Entering Unmasked Estep 
Score: -28973802.000000 Penalty: 4116.400879
	Iteration 43Q: 3 clusters Score -2.89738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 316356 members 
Entering Unmasked Estep 
Score: -28973800.000000 Penalty: 4116.400879
	Iteration 44Q: 3 clusters Score -2.89738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 316360 members 
Entering Unmasked Estep 
Score: -28973816.000000 Penalty: 4116.400879
	Iteration 45Q: 3 clusters Score -2.897382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316361 members 
Entering Unmasked Estep 
Score: -28973812.000000 Penalty: 4116.400879
	Iteration 46Q: 3 clusters Score -2.897381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 316362 members 
Entering Unmasked Estep 
Score: -28973814.000000 Penalty: 4116.400879
	Iteration 47Q: 3 clusters Score -2.897381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 316362 members 
Entering Unmasked Estep 
Score: -28973814.000000 Penalty: 4116.400879
	Iteration 48F: 3 clusters Score -2.897381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -133541.343750 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -133541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -131810.562500 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -131810.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132118.125000 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -132118.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132192.750000 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -132192.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132228.281250 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -132228.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132251.671875 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -132251.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132265.359375 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -132265.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132277.953125 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -132278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132287.765625 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -132287.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -132295.843750 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -132295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132300.343750 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -132300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132305.406250 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -132305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -132308.515625 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -132308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -132310.390625 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -132310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132311.046875 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -132311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132311.046875 Penalty: 2353.211182
	Iteration 14F: 3 clusters Score -132311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Entering Unmasked Estep 
Score: -2767932.250000 Penalty: 1672.473633
	Iteration 0F: 2 clusters Score -2767932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2748043.500000 Penalty: 3344.947266
	Iteration 0F: 3 clusters Score -2748044 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2755407.250000 Penalty: 3344.947266
	Iteration 1F: 3 clusters Score -2755407 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2755751.000000 Penalty: 3344.947266
	Iteration 2Q: 3 clusters Score -2755751 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2756108.500000 Penalty: 3344.947266
	Iteration 3Q: 3 clusters Score -2756108 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2756462.250000 Penalty: 3344.947266
	Iteration 4Q: 3 clusters Score -2756462 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2756970.250000 Penalty: 3344.947266
	Iteration 5Q: 3 clusters Score -2756970 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2757631.000000 Penalty: 3344.947266
	Iteration 6Q: 3 clusters Score -2757631 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2758527.250000 Penalty: 3344.947266
	Iteration 7Q: 3 clusters Score -2758527 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2759651.000000 Penalty: 3344.947266
	Iteration 8F: 3 clusters Score -2759651 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2760899.250000 Penalty: 3344.947266
	Iteration 9F: 3 clusters Score -2760899 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2762020.250000 Penalty: 3344.947266
	Iteration 10F: 3 clusters Score -2762020 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2762766.250000 Penalty: 3344.947266
	Iteration 11Q: 3 clusters Score -2762766 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2763242.250000 Penalty: 3344.947266
	Iteration 12Q: 3 clusters Score -2763242 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2763527.000000 Penalty: 3344.947266
	Iteration 13Q: 3 clusters Score -2763527 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2763650.000000 Penalty: 3344.947266
	Iteration 14Q: 3 clusters Score -2763650 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2763732.500000 Penalty: 3344.947266
	Iteration 15Q: 3 clusters Score -2763732 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2763795.500000 Penalty: 3344.947266
	Iteration 16Q: 3 clusters Score -2763796 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2763858.000000 Penalty: 3344.947266
	Iteration 17Q: 3 clusters Score -2763858 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2763923.000000 Penalty: 3344.947266
	Iteration 18Q: 3 clusters Score -2763923 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2763966.750000 Penalty: 3344.947266
	Iteration 19Q: 3 clusters Score -2763967 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2764004.250000 Penalty: 3344.947266
	Iteration 20F: 3 clusters Score -2764004 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2764032.750000 Penalty: 3344.947266
	Iteration 21Q: 3 clusters Score -2764033 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2764066.500000 Penalty: 3344.947266
	Iteration 22Q: 3 clusters Score -2764066 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2764098.000000 Penalty: 3344.947266
	Iteration 23Q: 3 clusters Score -2764098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2764151.750000 Penalty: 3344.947266
	Iteration 24Q: 3 clusters Score -2764152 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2764209.000000 Penalty: 3344.947266
	Iteration 25Q: 3 clusters Score -2764209 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2764248.000000 Penalty: 3344.947266
	Iteration 26Q: 3 clusters Score -2764248 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2764310.750000 Penalty: 3344.947266
	Iteration 27Q: 3 clusters Score -2764311 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2764367.750000 Penalty: 3344.947266
	Iteration 28Q: 3 clusters Score -2764368 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2764401.250000 Penalty: 3344.947266
	Iteration 29Q: 3 clusters Score -2764401 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2764457.750000 Penalty: 3344.947266
	Iteration 30Q: 3 clusters Score -2764458 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2764493.250000 Penalty: 3344.947266
	Iteration 31Q: 3 clusters Score -2764493 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2764546.000000 Penalty: 3344.947266
	Iteration 32Q: 3 clusters Score -2764546 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2764594.000000 Penalty: 3344.947266
	Iteration 33Q: 3 clusters Score -2764594 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2764638.500000 Penalty: 3344.947266
	Iteration 34Q: 3 clusters Score -2764638 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2764684.500000 Penalty: 3344.947266
	Iteration 35Q: 3 clusters Score -2764684 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2764708.500000 Penalty: 3344.947266
	Iteration 36Q: 3 clusters Score -2764708 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2764760.500000 Penalty: 3344.947266
	Iteration 37Q: 3 clusters Score -2764760 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2764796.500000 Penalty: 3344.947266
	Iteration 38Q: 3 clusters Score -2764796 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2764838.000000 Penalty: 3344.947266
	Iteration 39Q: 3 clusters Score -2764838 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2764882.500000 Penalty: 3344.947266
	Iteration 40F: 3 clusters Score -2764882 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -2764926.500000 Penalty: 3344.947266
	Iteration 41Q: 3 clusters Score -2764926 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -2764992.250000 Penalty: 3344.947266
	Iteration 42Q: 3 clusters Score -2764992 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -2765041.500000 Penalty: 3344.947266
	Iteration 43Q: 3 clusters Score -2765042 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2765107.250000 Penalty: 3344.947266
	Iteration 44Q: 3 clusters Score -2765107 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -2765169.250000 Penalty: 3344.947266
	Iteration 45Q: 3 clusters Score -2765169 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -2765246.750000 Penalty: 3344.947266
	Iteration 46Q: 3 clusters Score -2765247 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -2765300.000000 Penalty: 3344.947266
	Iteration 47Q: 3 clusters Score -2765300 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2765351.250000 Penalty: 3344.947266
	Iteration 48Q: 3 clusters Score -2765351 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2765402.250000 Penalty: 3344.947266
	Iteration 49Q: 3 clusters Score -2765402 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2765475.250000 Penalty: 3344.947266
	Iteration 50Q: 3 clusters Score -2765475 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2765536.750000 Penalty: 3344.947266
	Iteration 51Q: 3 clusters Score -2765537 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -2765621.000000 Penalty: 3344.947266
	Iteration 52Q: 3 clusters Score -2765621 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2765709.500000 Penalty: 3344.947266
	Iteration 53Q: 3 clusters Score -2765710 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -2765772.000000 Penalty: 3344.947266
	Iteration 54Q: 3 clusters Score -2765772 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -2765820.500000 Penalty: 3344.947266
	Iteration 55Q: 3 clusters Score -2765820 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -2765883.750000 Penalty: 3344.947266
	Iteration 56Q: 3 clusters Score -2765884 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -2765953.500000 Penalty: 3344.947266
	Iteration 57Q: 3 clusters Score -2765954 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2766019.000000 Penalty: 3344.947266
	Iteration 58Q: 3 clusters Score -2766019 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -2766073.250000 Penalty: 3344.947266
	Iteration 59Q: 3 clusters Score -2766073 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2766134.000000 Penalty: 3344.947266
	Iteration 60F: 3 clusters Score -2766134 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -2766185.000000 Penalty: 3344.947266
	Iteration 61Q: 3 clusters Score -2766185 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -2766224.000000 Penalty: 3344.947266
	Iteration 62Q: 3 clusters Score -2766224 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -2766258.500000 Penalty: 3344.947266
	Iteration 63Q: 3 clusters Score -2766258 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -2766280.500000 Penalty: 3344.947266
	Iteration 64Q: 3 clusters Score -2766280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -2766306.500000 Penalty: 3344.947266
	Iteration 65Q: 3 clusters Score -2766306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -2766336.250000 Penalty: 3344.947266
	Iteration 66Q: 3 clusters Score -2766336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -2766354.500000 Penalty: 3344.947266
	Iteration 67Q: 3 clusters Score -2766354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -2766375.250000 Penalty: 3344.947266
	Iteration 68Q: 3 clusters Score -2766375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -2766388.750000 Penalty: 3344.947266
	Iteration 69Q: 3 clusters Score -2766389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -2766398.500000 Penalty: 3344.947266
	Iteration 70Q: 3 clusters Score -2766398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -2766411.500000 Penalty: 3344.947266
	Iteration 71Q: 3 clusters Score -2766412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -2766421.000000 Penalty: 3344.947266
	Iteration 72Q: 3 clusters Score -2766421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -2766430.750000 Penalty: 3344.947266
	Iteration 73Q: 3 clusters Score -2766431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -2766434.750000 Penalty: 3344.947266
	Iteration 74Q: 3 clusters Score -2766435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -2766438.250000 Penalty: 3344.947266
	Iteration 75Q: 3 clusters Score -2766438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -2766446.500000 Penalty: 3344.947266
	Iteration 76Q: 3 clusters Score -2766446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -2766453.000000 Penalty: 3344.947266
	Iteration 77Q: 3 clusters Score -2766453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -2766452.500000 Penalty: 3344.947266
	Iteration 78Q: 3 clusters Score -2766452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -2766457.500000 Penalty: 3344.947266
	Iteration 79Q: 3 clusters Score -2766458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -2766465.500000 Penalty: 3344.947266
	Iteration 80F: 3 clusters Score -2766466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -2766469.000000 Penalty: 3344.947266
	Iteration 81Q: 3 clusters Score -2766469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -2766472.500000 Penalty: 3344.947266
	Iteration 82Q: 3 clusters Score -2766472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -2766476.750000 Penalty: 3344.947266
	Iteration 83Q: 3 clusters Score -2766477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -2766486.500000 Penalty: 3344.947266
	Iteration 84Q: 3 clusters Score -2766486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -2766490.500000 Penalty: 3344.947266
	Iteration 85Q: 3 clusters Score -2766490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -2766502.500000 Penalty: 3344.947266
	Iteration 86Q: 3 clusters Score -2766502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -2766503.000000 Penalty: 3344.947266
	Iteration 87Q: 3 clusters Score -2766503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -2766506.250000 Penalty: 3344.947266
	Iteration 88Q: 3 clusters Score -2766506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -2766515.250000 Penalty: 3344.947266
	Iteration 89Q: 3 clusters Score -2766515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -2766525.250000 Penalty: 3344.947266
	Iteration 90Q: 3 clusters Score -2766525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -2766539.000000 Penalty: 3344.947266
	Iteration 91Q: 3 clusters Score -2766539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -2766541.750000 Penalty: 3344.947266
	Iteration 92Q: 3 clusters Score -2766542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -2766549.750000 Penalty: 3344.947266
	Iteration 93Q: 3 clusters Score -2766550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -2766555.500000 Penalty: 3344.947266
	Iteration 94Q: 3 clusters Score -2766556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -2766559.250000 Penalty: 3344.947266
	Iteration 95Q: 3 clusters Score -2766559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -2766557.750000 Penalty: 3344.947266
	Iteration 96Q: 3 clusters Score -2766558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -2766561.750000 Penalty: 3344.947266
	Iteration 97Q: 3 clusters Score -2766562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -2766563.750000 Penalty: 3344.947266
	Iteration 98Q: 3 clusters Score -2766564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -2766564.250000 Penalty: 3344.947266
	Iteration 99Q: 3 clusters Score -2766564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -2766567.000000 Penalty: 3344.947266
	Iteration 100F: 3 clusters Score -2766567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -2766565.750000 Penalty: 3344.947266
	Iteration 101Q: 3 clusters Score -2766566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -2766565.750000 Penalty: 3344.947266
	Iteration 102F: 3 clusters Score -2766566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -414834.718750 Penalty: 1380.926758
	Iteration 0F: 2 clusters Score -414834.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -410946.218750 Penalty: 2761.853516
	Iteration 0F: 3 clusters Score -410946.2 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -412350.906250 Penalty: 2761.853516
	Iteration 1F: 3 clusters Score -412350.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -412957.687500 Penalty: 2761.853516
	Iteration 2F: 3 clusters Score -412957.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -413682.468750 Penalty: 2761.853516
	Iteration 3F: 3 clusters Score -413682.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -414366.343750 Penalty: 2761.853516
	Iteration 4F: 3 clusters Score -414366.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -414761.406250 Penalty: 2761.853516
	Iteration 5F: 3 clusters Score -414761.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -414953.812500 Penalty: 2761.853516
	Iteration 6Q: 3 clusters Score -414953.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -415032.625000 Penalty: 2761.853516
	Iteration 7Q: 3 clusters Score -415032.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -415052.250000 Penalty: 2761.853516
	Iteration 8Q: 3 clusters Score -415052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -415058.406250 Penalty: 2761.853516
	Iteration 9Q: 3 clusters Score -415058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -415062.500000 Penalty: 2761.853516
	Iteration 10Q: 3 clusters Score -415062.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -415066.750000 Penalty: 2761.853516
	Iteration 11Q: 3 clusters Score -415066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -415070.218750 Penalty: 2761.853516
	Iteration 12Q: 3 clusters Score -415070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -415073.562500 Penalty: 2761.853516
	Iteration 13Q: 3 clusters Score -415073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -415076.156250 Penalty: 2761.853516
	Iteration 14Q: 3 clusters Score -415076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -415078.531250 Penalty: 2761.853516
	Iteration 15Q: 3 clusters Score -415078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -415079.468750 Penalty: 2761.853516
	Iteration 16Q: 3 clusters Score -415079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -415081.031250 Penalty: 2761.853516
	Iteration 17Q: 3 clusters Score -415081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -415080.875000 Penalty: 2761.853516
	Iteration 18Q: 3 clusters Score -415080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -415080.875000 Penalty: 2761.853516
	Iteration 19F: 3 clusters Score -415080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316744 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 7 contains 29500 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 43041 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58788 members 
Mstep: Class 14 contains 14705 members 
Mstep: Class 15 contains 36135 members 
Mstep: Class 17 contains 23324 members 
Mstep: Class 18 contains 40984 members 
Mstep: Class 19 contains 20737 members 
Entering Unmasked Estep 
Score: -54546260.000000 Penalty: 28115.259766
Splitting cluster 8 changes total score from -54546832.000000 to -54546260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Entering Unmasked Estep 
Score: -4015265.750000 Penalty: 1733.860107
	Iteration 0F: 2 clusters Score -4015266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3986438.250000 Penalty: 3467.720215
	Iteration 0F: 3 clusters Score -3986438 nChanged 20048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3997745.000000 Penalty: 3467.720215
	Iteration 1F: 3 clusters Score -3997745 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3998202.250000 Penalty: 3467.720215
	Iteration 2Q: 3 clusters Score -3998202 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3998735.000000 Penalty: 3467.720215
	Iteration 3Q: 3 clusters Score -3998735 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3999362.250000 Penalty: 3467.720215
	Iteration 4Q: 3 clusters Score -3999362 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4000292.500000 Penalty: 3467.720215
	Iteration 5Q: 3 clusters Score -4000292 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -4001512.750000 Penalty: 3467.720215
	Iteration 6Q: 3 clusters Score -4001513 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4003014.000000 Penalty: 3467.720215
	Iteration 7F: 3 clusters Score -4003014 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -4004849.750000 Penalty: 3467.720215
	Iteration 8F: 3 clusters Score -4004850 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -4006668.750000 Penalty: 3467.720215
	Iteration 9F: 3 clusters Score -4006669 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -4007828.000000 Penalty: 3467.720215
	Iteration 10F: 3 clusters Score -4007828 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4008366.750000 Penalty: 3467.720215
	Iteration 11Q: 3 clusters Score -4008367 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -4008622.750000 Penalty: 3467.720215
	Iteration 12Q: 3 clusters Score -4008623 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -4008765.000000 Penalty: 3467.720215
	Iteration 13Q: 3 clusters Score -4008765 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4008852.250000 Penalty: 3467.720215
	Iteration 14Q: 3 clusters Score -4008852 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4008916.500000 Penalty: 3467.720215
	Iteration 15Q: 3 clusters Score -4008916 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4009006.500000 Penalty: 3467.720215
	Iteration 16Q: 3 clusters Score -4009006 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4009094.250000 Penalty: 3467.720215
	Iteration 17Q: 3 clusters Score -4009094 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -4009137.750000 Penalty: 3467.720215
	Iteration 18Q: 3 clusters Score -4009138 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4009221.750000 Penalty: 3467.720215
	Iteration 19Q: 3 clusters Score -4009222 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4009285.250000 Penalty: 3467.720215
	Iteration 20F: 3 clusters Score -4009285 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -4009311.750000 Penalty: 3467.720215
	Iteration 21Q: 3 clusters Score -4009312 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4009356.750000 Penalty: 3467.720215
	Iteration 22Q: 3 clusters Score -4009357 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -4009407.000000 Penalty: 3467.720215
	Iteration 23Q: 3 clusters Score -4009407 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4009425.500000 Penalty: 3467.720215
	Iteration 24Q: 3 clusters Score -4009426 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -4009477.250000 Penalty: 3467.720215
	Iteration 25Q: 3 clusters Score -4009477 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -4009521.500000 Penalty: 3467.720215
	Iteration 26Q: 3 clusters Score -4009522 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -4009573.000000 Penalty: 3467.720215
	Iteration 27Q: 3 clusters Score -4009573 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -4009618.250000 Penalty: 3467.720215
	Iteration 28Q: 3 clusters Score -4009618 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4009655.750000 Penalty: 3467.720215
	Iteration 29Q: 3 clusters Score -4009656 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4009698.750000 Penalty: 3467.720215
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Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 26243 members 
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Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 26277 members 
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Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 26336 members 
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Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 26392 members 
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Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 26451 members 
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Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 26463 members 
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Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 26497 members 
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Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 26562 members 
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Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 26627 members 
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Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 26679 members 
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Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 26751 members 
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Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 26798 members 
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Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 26834 members 
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Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 26882 members 
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Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 26955 members 
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Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 27029 members 
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Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 27089 members 
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Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 27170 members 
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Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 27247 members 
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Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 27336 members 
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Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 27438 members 
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Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 27526 members 
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Mstep: Class 1 contains 15439 members 
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Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 27689 members 
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Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 27773 members 
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Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 27875 members 
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Mstep: Class 1 contains 15045 members 
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Mstep: Class 1 contains 13766 members 
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Mstep: Class 1 contains 13459 members 
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Mstep: Class 1 contains 13286 members 
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Mstep: Class 1 contains 12826 members 
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Mstep: Class 1 contains 9655 members 
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Mstep: Class 1 contains 8983 members 
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Mstep: Class 1 contains 8641 members 
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Mstep: Class 1 contains 7964 members 
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Mstep: Class 1 contains 7649 members 
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Mstep: Class 1 contains 7297 members 
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Mstep: Class 1 contains 6951 members 
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Mstep: Class 1 contains 6582 members 
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Mstep: Class 1 contains 4604 members 
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Mstep: Class 1 contains 3968 members 
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Mstep: Class 1 contains 1849 members 
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Mstep: Class 1 contains 1667 members 
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	Iteration 113Q: 3 clusters Score -4013378 nChanged 144
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	Iteration 114Q: 3 clusters Score -4013433 nChanged 114
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Mstep: Class 1 contains 1271 members 
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	Iteration 115Q: 3 clusters Score -4013478 nChanged 104
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Mstep: Class 1 contains 1175 members 
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	Iteration 116Q: 3 clusters Score -4013525 nChanged 94
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	Iteration 117Q: 3 clusters Score -4013569 nChanged 81
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Mstep: Class 1 contains 1006 members 
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	Iteration 118Q: 3 clusters Score -4013611 nChanged 54
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Mstep: Class 1 contains 952 members 
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	Iteration 119Q: 3 clusters Score -4013635 nChanged 43
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Mstep: Class 1 contains 911 members 
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Score: -4013646.250000 Penalty: 3467.720215
	Iteration 120F: 3 clusters Score -4013646 nChanged 41
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Mstep: Class 1 contains 872 members 
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	Iteration 121Q: 3 clusters Score -4013671 nChanged 43
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	Iteration 122Q: 3 clusters Score -4013699 nChanged 42
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Entering Unmasked Estep 
Score: -4013725.500000 Penalty: 3467.720215
	Iteration 123Q: 3 clusters Score -4013726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -4013742.250000 Penalty: 3467.720215
	Iteration 124Q: 3 clusters Score -4013742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -4013750.750000 Penalty: 3467.720215
	Iteration 125Q: 3 clusters Score -4013751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -4013765.250000 Penalty: 3467.720215
	Iteration 126Q: 3 clusters Score -4013765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -4013773.250000 Penalty: 3467.720215
	Iteration 127Q: 3 clusters Score -4013773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -4013776.250000 Penalty: 3467.720215
	Iteration 128Q: 3 clusters Score -4013776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -4013776.500000 Penalty: 3467.720215
	Iteration 129Q: 3 clusters Score -4013776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -4013785.750000 Penalty: 3467.720215
	Iteration 130Q: 3 clusters Score -4013786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -4013795.500000 Penalty: 3467.720215
	Iteration 131Q: 3 clusters Score -4013796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -4013792.750000 Penalty: 3467.720215
	Iteration 132Q: 3 clusters Score -4013793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -4013790.000000 Penalty: 3467.720215
	Iteration 133Q: 3 clusters Score -4013790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -4013793.250000 Penalty: 3467.720215
	Iteration 134Q: 3 clusters Score -4013793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -4013791.250000 Penalty: 3467.720215
	Iteration 135Q: 3 clusters Score -4013791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -4013792.500000 Penalty: 3467.720215
	Iteration 136Q: 3 clusters Score -4013792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4013791.250000 Penalty: 3467.720215
	Iteration 137Q: 3 clusters Score -4013791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -4013795.750000 Penalty: 3467.720215
	Iteration 138Q: 3 clusters Score -4013796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -4013798.000000 Penalty: 3467.720215
	Iteration 139Q: 3 clusters Score -4013798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -4013799.250000 Penalty: 3467.720215
	Iteration 140F: 3 clusters Score -4013799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -4013801.750000 Penalty: 3467.720215
	Iteration 141Q: 3 clusters Score -4013802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -4013804.750000 Penalty: 3467.720215
	Iteration 142Q: 3 clusters Score -4013805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -4013808.500000 Penalty: 3467.720215
	Iteration 143Q: 3 clusters Score -4013808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4013810.250000 Penalty: 3467.720215
	Iteration 144Q: 3 clusters Score -4013810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4013812.250000 Penalty: 3467.720215
	Iteration 145Q: 3 clusters Score -4013812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -4013808.750000 Penalty: 3467.720215
	Iteration 146Q: 3 clusters Score -4013809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -4013811.250000 Penalty: 3467.720215
	Iteration 147Q: 3 clusters Score -4013811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -4013811.500000 Penalty: 3467.720215
	Iteration 148Q: 3 clusters Score -4013812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -4013812.500000 Penalty: 3467.720215
	Iteration 149Q: 3 clusters Score -4013812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -4013808.250000 Penalty: 3467.720215
	Iteration 150Q: 3 clusters Score -4013808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -4013811.500000 Penalty: 3467.720215
	Iteration 151Q: 3 clusters Score -4013812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -4013812.000000 Penalty: 3467.720215
	Iteration 152Q: 3 clusters Score -4013812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -4013819.000000 Penalty: 3467.720215
	Iteration 153Q: 3 clusters Score -4013819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -4013819.250000 Penalty: 3467.720215
	Iteration 154Q: 3 clusters Score -4013819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -4013819.250000 Penalty: 3467.720215
	Iteration 155F: 3 clusters Score -4013819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Entering Unmasked Estep 
Score: -1168813.625000 Penalty: 1530.689575
	Iteration 0F: 2 clusters Score -1168814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1160071.125000 Penalty: 3061.379150
	Iteration 0F: 3 clusters Score -1160071 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1163049.500000 Penalty: 3061.379150
	Iteration 1F: 3 clusters Score -1163050 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1163385.375000 Penalty: 3061.379150
	Iteration 2F: 3 clusters Score -1163385 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1163719.125000 Penalty: 3061.379150
	Iteration 3F: 3 clusters Score -1163719 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1164029.750000 Penalty: 3061.379150
	Iteration 4Q: 3 clusters Score -1164030 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1164381.500000 Penalty: 3061.379150
	Iteration 5Q: 3 clusters Score -1164382 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1164790.125000 Penalty: 3061.379150
	Iteration 6F: 3 clusters Score -1164790 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1165234.375000 Penalty: 3061.379150
	Iteration 7Q: 3 clusters Score -1165234 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1165628.500000 Penalty: 3061.379150
	Iteration 8Q: 3 clusters Score -1165628 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1165891.000000 Penalty: 3061.379150
	Iteration 9Q: 3 clusters Score -1165891 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1166042.125000 Penalty: 3061.379150
	Iteration 10Q: 3 clusters Score -1166042 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1166129.375000 Penalty: 3061.379150
	Iteration 11Q: 3 clusters Score -1166129 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1166184.125000 Penalty: 3061.379150
	Iteration 12Q: 3 clusters Score -1166184 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1166225.375000 Penalty: 3061.379150
	Iteration 13Q: 3 clusters Score -1166225 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1166262.250000 Penalty: 3061.379150
	Iteration 14Q: 3 clusters Score -1166262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1166291.375000 Penalty: 3061.379150
	Iteration 15Q: 3 clusters Score -1166291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1166321.375000 Penalty: 3061.379150
	Iteration 16Q: 3 clusters Score -1166321 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1166345.500000 Penalty: 3061.379150
	Iteration 17Q: 3 clusters Score -1166346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1166381.875000 Penalty: 3061.379150
	Iteration 18Q: 3 clusters Score -1166382 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1166404.250000 Penalty: 3061.379150
	Iteration 19Q: 3 clusters Score -1166404 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1166430.875000 Penalty: 3061.379150
	Iteration 20F: 3 clusters Score -1166431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1166449.750000 Penalty: 3061.379150
	Iteration 21Q: 3 clusters Score -1166450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1166464.500000 Penalty: 3061.379150
	Iteration 22Q: 3 clusters Score -1166464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1166492.500000 Penalty: 3061.379150
	Iteration 23Q: 3 clusters Score -1166492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1166512.625000 Penalty: 3061.379150
	Iteration 24Q: 3 clusters Score -1166513 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1166542.875000 Penalty: 3061.379150
	Iteration 25Q: 3 clusters Score -1166543 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1166576.500000 Penalty: 3061.379150
	Iteration 26Q: 3 clusters Score -1166576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1166617.750000 Penalty: 3061.379150
	Iteration 27Q: 3 clusters Score -1166618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1166667.750000 Penalty: 3061.379150
	Iteration 28Q: 3 clusters Score -1166668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1166711.375000 Penalty: 3061.379150
	Iteration 29Q: 3 clusters Score -1166711 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1166764.250000 Penalty: 3061.379150
	Iteration 30Q: 3 clusters Score -1166764 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1166826.250000 Penalty: 3061.379150
	Iteration 31Q: 3 clusters Score -1166826 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1166870.000000 Penalty: 3061.379150
	Iteration 32Q: 3 clusters Score -1166870 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1166908.750000 Penalty: 3061.379150
	Iteration 33Q: 3 clusters Score -1166909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1166945.125000 Penalty: 3061.379150
	Iteration 34Q: 3 clusters Score -1166945 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1166976.000000 Penalty: 3061.379150
	Iteration 35Q: 3 clusters Score -1166976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1167007.625000 Penalty: 3061.379150
	Iteration 36Q: 3 clusters Score -1167008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1167037.875000 Penalty: 3061.379150
	Iteration 37Q: 3 clusters Score -1167038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1167068.250000 Penalty: 3061.379150
	Iteration 38Q: 3 clusters Score -1167068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1167082.625000 Penalty: 3061.379150
	Iteration 39Q: 3 clusters Score -1167083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1167099.375000 Penalty: 3061.379150
	Iteration 40F: 3 clusters Score -1167099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1167114.875000 Penalty: 3061.379150
	Iteration 41Q: 3 clusters Score -1167115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1167130.375000 Penalty: 3061.379150
	Iteration 42Q: 3 clusters Score -1167130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1167148.000000 Penalty: 3061.379150
	Iteration 43Q: 3 clusters Score -1167148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1167163.250000 Penalty: 3061.379150
	Iteration 44Q: 3 clusters Score -1167163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1167180.375000 Penalty: 3061.379150
	Iteration 45Q: 3 clusters Score -1167180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1167196.875000 Penalty: 3061.379150
	Iteration 46Q: 3 clusters Score -1167197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1167211.375000 Penalty: 3061.379150
	Iteration 47Q: 3 clusters Score -1167211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1167223.000000 Penalty: 3061.379150
	Iteration 48Q: 3 clusters Score -1167223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1167236.875000 Penalty: 3061.379150
	Iteration 49Q: 3 clusters Score -1167237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1167249.750000 Penalty: 3061.379150
	Iteration 50Q: 3 clusters Score -1167250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1167261.125000 Penalty: 3061.379150
	Iteration 51Q: 3 clusters Score -1167261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1167273.750000 Penalty: 3061.379150
	Iteration 52Q: 3 clusters Score -1167274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1167290.625000 Penalty: 3061.379150
	Iteration 53Q: 3 clusters Score -1167291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1167302.625000 Penalty: 3061.379150
	Iteration 54Q: 3 clusters Score -1167303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1167317.000000 Penalty: 3061.379150
	Iteration 55Q: 3 clusters Score -1167317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1167327.250000 Penalty: 3061.379150
	Iteration 56Q: 3 clusters Score -1167327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1167330.875000 Penalty: 3061.379150
	Iteration 57Q: 3 clusters Score -1167331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1167340.000000 Penalty: 3061.379150
	Iteration 58Q: 3 clusters Score -1167340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1167345.250000 Penalty: 3061.379150
	Iteration 59Q: 3 clusters Score -1167345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1167354.500000 Penalty: 3061.379150
	Iteration 60F: 3 clusters Score -1167354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1167363.875000 Penalty: 3061.379150
	Iteration 61Q: 3 clusters Score -1167364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1167373.000000 Penalty: 3061.379150
	Iteration 62Q: 3 clusters Score -1167373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1167380.000000 Penalty: 3061.379150
	Iteration 63Q: 3 clusters Score -1167380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1167391.125000 Penalty: 3061.379150
	Iteration 64Q: 3 clusters Score -1167391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1167396.375000 Penalty: 3061.379150
	Iteration 65Q: 3 clusters Score -1167396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1167408.000000 Penalty: 3061.379150
	Iteration 66Q: 3 clusters Score -1167408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1167422.250000 Penalty: 3061.379150
	Iteration 67Q: 3 clusters Score -1167422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1167433.625000 Penalty: 3061.379150
	Iteration 68Q: 3 clusters Score -1167434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1167451.750000 Penalty: 3061.379150
	Iteration 69Q: 3 clusters Score -1167452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1167471.375000 Penalty: 3061.379150
	Iteration 70Q: 3 clusters Score -1167471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1167486.750000 Penalty: 3061.379150
	Iteration 71Q: 3 clusters Score -1167487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1167499.000000 Penalty: 3061.379150
	Iteration 72Q: 3 clusters Score -1167499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1167513.000000 Penalty: 3061.379150
	Iteration 73Q: 3 clusters Score -1167513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1167521.875000 Penalty: 3061.379150
	Iteration 74Q: 3 clusters Score -1167522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1167531.875000 Penalty: 3061.379150
	Iteration 75Q: 3 clusters Score -1167532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1167543.750000 Penalty: 3061.379150
	Iteration 76Q: 3 clusters Score -1167544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1167556.875000 Penalty: 3061.379150
	Iteration 77Q: 3 clusters Score -1167557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1167571.000000 Penalty: 3061.379150
	Iteration 78Q: 3 clusters Score -1167571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1167584.375000 Penalty: 3061.379150
	Iteration 79Q: 3 clusters Score -1167584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1167598.000000 Penalty: 3061.379150
	Iteration 80F: 3 clusters Score -1167598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1167604.500000 Penalty: 3061.379150
	Iteration 81Q: 3 clusters Score -1167604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1167618.500000 Penalty: 3061.379150
	Iteration 82Q: 3 clusters Score -1167618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1167624.000000 Penalty: 3061.379150
	Iteration 83Q: 3 clusters Score -1167624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1167632.125000 Penalty: 3061.379150
	Iteration 84Q: 3 clusters Score -1167632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1167635.000000 Penalty: 3061.379150
	Iteration 85Q: 3 clusters Score -1167635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1167642.500000 Penalty: 3061.379150
	Iteration 86Q: 3 clusters Score -1167642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1167648.625000 Penalty: 3061.379150
	Iteration 87Q: 3 clusters Score -1167649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1167657.875000 Penalty: 3061.379150
	Iteration 88Q: 3 clusters Score -1167658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1167660.625000 Penalty: 3061.379150
	Iteration 89Q: 3 clusters Score -1167661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1167663.250000 Penalty: 3061.379150
	Iteration 90Q: 3 clusters Score -1167663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1167666.000000 Penalty: 3061.379150
	Iteration 91Q: 3 clusters Score -1167666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1167669.625000 Penalty: 3061.379150
	Iteration 92Q: 3 clusters Score -1167670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1167675.375000 Penalty: 3061.379150
	Iteration 93Q: 3 clusters Score -1167675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1167676.875000 Penalty: 3061.379150
	Iteration 94Q: 3 clusters Score -1167677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1167677.250000 Penalty: 3061.379150
	Iteration 95Q: 3 clusters Score -1167677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1167681.500000 Penalty: 3061.379150
	Iteration 96Q: 3 clusters Score -1167682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1167682.500000 Penalty: 3061.379150
	Iteration 97Q: 3 clusters Score -1167682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1167684.875000 Penalty: 3061.379150
	Iteration 98Q: 3 clusters Score -1167685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1167686.250000 Penalty: 3061.379150
	Iteration 99Q: 3 clusters Score -1167686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1167685.125000 Penalty: 3061.379150
	Iteration 100F: 3 clusters Score -1167685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1167686.750000 Penalty: 3061.379150
	Iteration 101Q: 3 clusters Score -1167687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1167689.000000 Penalty: 3061.379150
	Iteration 102Q: 3 clusters Score -1167689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1167690.875000 Penalty: 3061.379150
	Iteration 103Q: 3 clusters Score -1167691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1167693.000000 Penalty: 3061.379150
	Iteration 104Q: 3 clusters Score -1167693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1167695.125000 Penalty: 3061.379150
	Iteration 105Q: 3 clusters Score -1167695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1167696.250000 Penalty: 3061.379150
	Iteration 106Q: 3 clusters Score -1167696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1167699.625000 Penalty: 3061.379150
	Iteration 107Q: 3 clusters Score -1167700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1167701.250000 Penalty: 3061.379150
	Iteration 108Q: 3 clusters Score -1167701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1167705.375000 Penalty: 3061.379150
	Iteration 109Q: 3 clusters Score -1167705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1167705.625000 Penalty: 3061.379150
	Iteration 110Q: 3 clusters Score -1167706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1167706.250000 Penalty: 3061.379150
	Iteration 111Q: 3 clusters Score -1167706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1167707.750000 Penalty: 3061.379150
	Iteration 112Q: 3 clusters Score -1167708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1167706.875000 Penalty: 3061.379150
	Iteration 113Q: 3 clusters Score -1167707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1167706.000000 Penalty: 3061.379150
	Iteration 114Q: 3 clusters Score -1167706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1167708.125000 Penalty: 3061.379150
	Iteration 115Q: 3 clusters Score -1167708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1167707.125000 Penalty: 3061.379150
	Iteration 116Q: 3 clusters Score -1167707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1167708.750000 Penalty: 3061.379150
	Iteration 117Q: 3 clusters Score -1167709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1167708.625000 Penalty: 3061.379150
	Iteration 118Q: 3 clusters Score -1167709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1167709.500000 Penalty: 3061.379150
	Iteration 119Q: 3 clusters Score -1167710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1167712.625000 Penalty: 3061.379150
	Iteration 120F: 3 clusters Score -1167713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1167713.625000 Penalty: 3061.379150
	Iteration 121Q: 3 clusters Score -1167714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1167714.750000 Penalty: 3061.379150
	Iteration 122Q: 3 clusters Score -1167715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1167714.750000 Penalty: 3061.379150
	Iteration 123Q: 3 clusters Score -1167715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1167714.750000 Penalty: 3061.379150
	Iteration 124F: 3 clusters Score -1167715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Entering Unmasked Estep 
Score: -5498401.000000 Penalty: 1784.525146
	Iteration 0F: 2 clusters Score -5498401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5459318.500000 Penalty: 3569.050293
	Iteration 0F: 3 clusters Score -5459318 nChanged 27700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -5474604.000000 Penalty: 3569.050293
	Iteration 1F: 3 clusters Score -5474604 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -5475260.000000 Penalty: 3569.050293
	Iteration 2Q: 3 clusters Score -5475260 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -5476224.000000 Penalty: 3569.050293
	Iteration 3Q: 3 clusters Score -5476224 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5477509.500000 Penalty: 3569.050293
	Iteration 4Q: 3 clusters Score -5477510 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -5479198.500000 Penalty: 3569.050293
	Iteration 5Q: 3 clusters Score -5479198 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5481366.500000 Penalty: 3569.050293
	Iteration 6F: 3 clusters Score -5481366 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -5483997.500000 Penalty: 3569.050293
	Iteration 7F: 3 clusters Score -5483998 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -5486743.500000 Penalty: 3569.050293
	Iteration 8F: 3 clusters Score -5486744 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -5489158.500000 Penalty: 3569.050293
	Iteration 9F: 3 clusters Score -5489158 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -5491227.000000 Penalty: 3569.050293
	Iteration 10Q: 3 clusters Score -5491227 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -5492752.500000 Penalty: 3569.050293
	Iteration 11Q: 3 clusters Score -5492752 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -5493919.500000 Penalty: 3569.050293
	Iteration 12Q: 3 clusters Score -5493920 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -5494786.500000 Penalty: 3569.050293
	Iteration 13Q: 3 clusters Score -5494786 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -5495402.000000 Penalty: 3569.050293
	Iteration 14Q: 3 clusters Score -5495402 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -5495863.500000 Penalty: 3569.050293
	Iteration 15Q: 3 clusters Score -5495864 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -5496133.500000 Penalty: 3569.050293
	Iteration 16Q: 3 clusters Score -5496134 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -5496363.000000 Penalty: 3569.050293
	Iteration 17Q: 3 clusters Score -5496363 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -5496520.000000 Penalty: 3569.050293
	Iteration 18Q: 3 clusters Score -5496520 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -5496629.000000 Penalty: 3569.050293
	Iteration 19Q: 3 clusters Score -5496629 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -5496690.500000 Penalty: 3569.050293
	Iteration 20F: 3 clusters Score -5496690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -5496736.000000 Penalty: 3569.050293
	Iteration 21Q: 3 clusters Score -5496736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -5496768.500000 Penalty: 3569.050293
	Iteration 22Q: 3 clusters Score -5496768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -5496788.000000 Penalty: 3569.050293
	Iteration 23Q: 3 clusters Score -5496788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -5496810.500000 Penalty: 3569.050293
	Iteration 24Q: 3 clusters Score -5496810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -5496837.000000 Penalty: 3569.050293
	Iteration 25Q: 3 clusters Score -5496837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -5496864.500000 Penalty: 3569.050293
	Iteration 26Q: 3 clusters Score -5496864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -5496884.500000 Penalty: 3569.050293
	Iteration 27Q: 3 clusters Score -5496884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -5496890.000000 Penalty: 3569.050293
	Iteration 28Q: 3 clusters Score -5496890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -5496902.000000 Penalty: 3569.050293
	Iteration 29Q: 3 clusters Score -5496902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -5496908.500000 Penalty: 3569.050293
	Iteration 30Q: 3 clusters Score -5496908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -5496908.500000 Penalty: 3569.050293
	Iteration 31Q: 3 clusters Score -5496908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -5496913.000000 Penalty: 3569.050293
	Iteration 32Q: 3 clusters Score -5496913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -5496914.500000 Penalty: 3569.050293
	Iteration 33Q: 3 clusters Score -5496914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -5496919.000000 Penalty: 3569.050293
	Iteration 34Q: 3 clusters Score -5496919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -5496918.500000 Penalty: 3569.050293
	Iteration 35Q: 3 clusters Score -5496918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -5496922.000000 Penalty: 3569.050293
	Iteration 36Q: 3 clusters Score -5496922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -5496925.500000 Penalty: 3569.050293
	Iteration 37Q: 3 clusters Score -5496926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -5496926.500000 Penalty: 3569.050293
	Iteration 38Q: 3 clusters Score -5496926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -5496926.500000 Penalty: 3569.050293
	Iteration 39F: 3 clusters Score -5496926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Entering Unmasked Estep 
Score: -1373900.375000 Penalty: 1559.340698
	Iteration 0F: 2 clusters Score -1373900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1363742.750000 Penalty: 3118.681396
	Iteration 0F: 3 clusters Score -1363743 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1367246.750000 Penalty: 3118.681396
	Iteration 1F: 3 clusters Score -1367247 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1367597.250000 Penalty: 3118.681396
	Iteration 2F: 3 clusters Score -1367597 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1367998.500000 Penalty: 3118.681396
	Iteration 3Q: 3 clusters Score -1367998 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1368464.250000 Penalty: 3118.681396
	Iteration 4Q: 3 clusters Score -1368464 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1368953.000000 Penalty: 3118.681396
	Iteration 5F: 3 clusters Score -1368953 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1369403.750000 Penalty: 3118.681396
	Iteration 6F: 3 clusters Score -1369404 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1369871.375000 Penalty: 3118.681396
	Iteration 7F: 3 clusters Score -1369871 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1370351.125000 Penalty: 3118.681396
	Iteration 8F: 3 clusters Score -1370351 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1370778.750000 Penalty: 3118.681396
	Iteration 9Q: 3 clusters Score -1370779 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1371063.000000 Penalty: 3118.681396
	Iteration 10Q: 3 clusters Score -1371063 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1371225.500000 Penalty: 3118.681396
	Iteration 11Q: 3 clusters Score -1371226 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1371318.750000 Penalty: 3118.681396
	Iteration 12Q: 3 clusters Score -1371319 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1371377.375000 Penalty: 3118.681396
	Iteration 13Q: 3 clusters Score -1371377 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1371415.125000 Penalty: 3118.681396
	Iteration 14Q: 3 clusters Score -1371415 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1371429.875000 Penalty: 3118.681396
	Iteration 15Q: 3 clusters Score -1371430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1371451.500000 Penalty: 3118.681396
	Iteration 16Q: 3 clusters Score -1371452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1371473.125000 Penalty: 3118.681396
	Iteration 17Q: 3 clusters Score -1371473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1371485.625000 Penalty: 3118.681396
	Iteration 18Q: 3 clusters Score -1371486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1371498.000000 Penalty: 3118.681396
	Iteration 19Q: 3 clusters Score -1371498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1371514.875000 Penalty: 3118.681396
	Iteration 20F: 3 clusters Score -1371515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1371530.500000 Penalty: 3118.681396
	Iteration 21Q: 3 clusters Score -1371530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1371543.000000 Penalty: 3118.681396
	Iteration 22Q: 3 clusters Score -1371543 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1371565.625000 Penalty: 3118.681396
	Iteration 23Q: 3 clusters Score -1371566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1371577.250000 Penalty: 3118.681396
	Iteration 24Q: 3 clusters Score -1371577 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1371593.000000 Penalty: 3118.681396
	Iteration 25Q: 3 clusters Score -1371593 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1371616.625000 Penalty: 3118.681396
	Iteration 26Q: 3 clusters Score -1371617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1371626.125000 Penalty: 3118.681396
	Iteration 27Q: 3 clusters Score -1371626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1371632.625000 Penalty: 3118.681396
	Iteration 28Q: 3 clusters Score -1371633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1371651.000000 Penalty: 3118.681396
	Iteration 29Q: 3 clusters Score -1371651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1371672.875000 Penalty: 3118.681396
	Iteration 30Q: 3 clusters Score -1371673 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1371698.125000 Penalty: 3118.681396
	Iteration 31Q: 3 clusters Score -1371698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1371716.625000 Penalty: 3118.681396
	Iteration 32Q: 3 clusters Score -1371717 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1371732.125000 Penalty: 3118.681396
	Iteration 33Q: 3 clusters Score -1371732 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1371756.375000 Penalty: 3118.681396
	Iteration 34Q: 3 clusters Score -1371756 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1371778.500000 Penalty: 3118.681396
	Iteration 35Q: 3 clusters Score -1371778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1371798.500000 Penalty: 3118.681396
	Iteration 36Q: 3 clusters Score -1371798 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1371814.750000 Penalty: 3118.681396
	Iteration 37Q: 3 clusters Score -1371815 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1371821.000000 Penalty: 3118.681396
	Iteration 38Q: 3 clusters Score -1371821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1371838.500000 Penalty: 3118.681396
	Iteration 39Q: 3 clusters Score -1371838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1371856.500000 Penalty: 3118.681396
	Iteration 40F: 3 clusters Score -1371856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1371868.875000 Penalty: 3118.681396
	Iteration 41Q: 3 clusters Score -1371869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1371881.875000 Penalty: 3118.681396
	Iteration 42Q: 3 clusters Score -1371882 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1371904.875000 Penalty: 3118.681396
	Iteration 43Q: 3 clusters Score -1371905 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1371916.500000 Penalty: 3118.681396
	Iteration 44Q: 3 clusters Score -1371916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1371936.875000 Penalty: 3118.681396
	Iteration 45Q: 3 clusters Score -1371937 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1371944.625000 Penalty: 3118.681396
	Iteration 46Q: 3 clusters Score -1371945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1371966.625000 Penalty: 3118.681396
	Iteration 47Q: 3 clusters Score -1371967 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1371985.375000 Penalty: 3118.681396
	Iteration 48Q: 3 clusters Score -1371985 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1371997.125000 Penalty: 3118.681396
	Iteration 49Q: 3 clusters Score -1371997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1372015.750000 Penalty: 3118.681396
	Iteration 50Q: 3 clusters Score -1372016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1372019.625000 Penalty: 3118.681396
	Iteration 51Q: 3 clusters Score -1372020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1372034.125000 Penalty: 3118.681396
	Iteration 52Q: 3 clusters Score -1372034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1372049.125000 Penalty: 3118.681396
	Iteration 53Q: 3 clusters Score -1372049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1372058.000000 Penalty: 3118.681396
	Iteration 54Q: 3 clusters Score -1372058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1372069.875000 Penalty: 3118.681396
	Iteration 55Q: 3 clusters Score -1372070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1372084.875000 Penalty: 3118.681396
	Iteration 56Q: 3 clusters Score -1372085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1372096.875000 Penalty: 3118.681396
	Iteration 57Q: 3 clusters Score -1372097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1372116.000000 Penalty: 3118.681396
	Iteration 58Q: 3 clusters Score -1372116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1372133.000000 Penalty: 3118.681396
	Iteration 59Q: 3 clusters Score -1372133 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1372144.375000 Penalty: 3118.681396
	Iteration 60F: 3 clusters Score -1372144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1372160.625000 Penalty: 3118.681396
	Iteration 61Q: 3 clusters Score -1372161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1372183.375000 Penalty: 3118.681396
	Iteration 62Q: 3 clusters Score -1372183 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1372200.375000 Penalty: 3118.681396
	Iteration 63Q: 3 clusters Score -1372200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1372222.875000 Penalty: 3118.681396
	Iteration 64Q: 3 clusters Score -1372223 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1372258.750000 Penalty: 3118.681396
	Iteration 65Q: 3 clusters Score -1372259 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1372286.750000 Penalty: 3118.681396
	Iteration 66Q: 3 clusters Score -1372287 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1372315.250000 Penalty: 3118.681396
	Iteration 67Q: 3 clusters Score -1372315 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1372352.125000 Penalty: 3118.681396
	Iteration 68Q: 3 clusters Score -1372352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1372369.750000 Penalty: 3118.681396
	Iteration 69Q: 3 clusters Score -1372370 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1372399.375000 Penalty: 3118.681396
	Iteration 70Q: 3 clusters Score -1372399 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1372428.375000 Penalty: 3118.681396
	Iteration 71Q: 3 clusters Score -1372428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1372453.000000 Penalty: 3118.681396
	Iteration 72Q: 3 clusters Score -1372453 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1372497.250000 Penalty: 3118.681396
	Iteration 73Q: 3 clusters Score -1372497 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1372533.625000 Penalty: 3118.681396
	Iteration 74Q: 3 clusters Score -1372534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1372565.625000 Penalty: 3118.681396
	Iteration 75Q: 3 clusters Score -1372566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1372594.250000 Penalty: 3118.681396
	Iteration 76Q: 3 clusters Score -1372594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1372610.750000 Penalty: 3118.681396
	Iteration 77Q: 3 clusters Score -1372611 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1372630.250000 Penalty: 3118.681396
	Iteration 78Q: 3 clusters Score -1372630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1372655.875000 Penalty: 3118.681396
	Iteration 79Q: 3 clusters Score -1372656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1372691.875000 Penalty: 3118.681396
	Iteration 80F: 3 clusters Score -1372692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1372714.500000 Penalty: 3118.681396
	Iteration 81Q: 3 clusters Score -1372714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1372733.375000 Penalty: 3118.681396
	Iteration 82Q: 3 clusters Score -1372733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1372744.625000 Penalty: 3118.681396
	Iteration 83Q: 3 clusters Score -1372745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1372762.625000 Penalty: 3118.681396
	Iteration 84Q: 3 clusters Score -1372763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1372774.250000 Penalty: 3118.681396
	Iteration 85Q: 3 clusters Score -1372774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1372797.375000 Penalty: 3118.681396
	Iteration 86Q: 3 clusters Score -1372797 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1372818.000000 Penalty: 3118.681396
	Iteration 87Q: 3 clusters Score -1372818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1372827.125000 Penalty: 3118.681396
	Iteration 88Q: 3 clusters Score -1372827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1372841.625000 Penalty: 3118.681396
	Iteration 89Q: 3 clusters Score -1372842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1372856.375000 Penalty: 3118.681396
	Iteration 90Q: 3 clusters Score -1372856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1372866.125000 Penalty: 3118.681396
	Iteration 91Q: 3 clusters Score -1372866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1372881.375000 Penalty: 3118.681396
	Iteration 92Q: 3 clusters Score -1372881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1372891.875000 Penalty: 3118.681396
	Iteration 93Q: 3 clusters Score -1372892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1372898.625000 Penalty: 3118.681396
	Iteration 94Q: 3 clusters Score -1372899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1372905.500000 Penalty: 3118.681396
	Iteration 95Q: 3 clusters Score -1372906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1372910.000000 Penalty: 3118.681396
	Iteration 96Q: 3 clusters Score -1372910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1372920.000000 Penalty: 3118.681396
	Iteration 97Q: 3 clusters Score -1372920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1372927.625000 Penalty: 3118.681396
	Iteration 98Q: 3 clusters Score -1372928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1372928.125000 Penalty: 3118.681396
	Iteration 99Q: 3 clusters Score -1372928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1372929.375000 Penalty: 3118.681396
	Iteration 100F: 3 clusters Score -1372929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1372933.875000 Penalty: 3118.681396
	Iteration 101Q: 3 clusters Score -1372934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1372937.875000 Penalty: 3118.681396
	Iteration 102Q: 3 clusters Score -1372938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1372941.375000 Penalty: 3118.681396
	Iteration 103Q: 3 clusters Score -1372941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1372948.000000 Penalty: 3118.681396
	Iteration 104Q: 3 clusters Score -1372948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1372950.625000 Penalty: 3118.681396
	Iteration 105Q: 3 clusters Score -1372951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1372953.625000 Penalty: 3118.681396
	Iteration 106Q: 3 clusters Score -1372954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1372955.500000 Penalty: 3118.681396
	Iteration 107Q: 3 clusters Score -1372956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1372953.875000 Penalty: 3118.681396
	Iteration 108Q: 3 clusters Score -1372954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1372954.000000 Penalty: 3118.681396
	Iteration 109Q: 3 clusters Score -1372954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1372955.750000 Penalty: 3118.681396
	Iteration 110Q: 3 clusters Score -1372956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1372955.500000 Penalty: 3118.681396
	Iteration 111Q: 3 clusters Score -1372956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1372954.500000 Penalty: 3118.681396
	Iteration 112Q: 3 clusters Score -1372954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1372955.250000 Penalty: 3118.681396
	Iteration 113Q: 3 clusters Score -1372955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1372954.750000 Penalty: 3118.681396
	Iteration 114Q: 3 clusters Score -1372955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1372957.375000 Penalty: 3118.681396
	Iteration 115Q: 3 clusters Score -1372957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1372956.125000 Penalty: 3118.681396
	Iteration 116Q: 3 clusters Score -1372956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1372959.125000 Penalty: 3118.681396
	Iteration 117Q: 3 clusters Score -1372959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1372958.500000 Penalty: 3118.681396
	Iteration 118Q: 3 clusters Score -1372958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1372958.500000 Penalty: 3118.681396
	Iteration 119F: 3 clusters Score -1372958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Entering Unmasked Estep 
Score: -3374263.250000 Penalty: 1705.440308
	Iteration 0F: 2 clusters Score -3374263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3350181.250000 Penalty: 3410.880615
	Iteration 0F: 3 clusters Score -3350181 nChanged 16727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3359029.250000 Penalty: 3410.880615
	Iteration 1F: 3 clusters Score -3359029 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3359386.500000 Penalty: 3410.880615
	Iteration 2Q: 3 clusters Score -3359386 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3359741.750000 Penalty: 3410.880615
	Iteration 3Q: 3 clusters Score -3359742 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3360128.000000 Penalty: 3410.880615
	Iteration 4Q: 3 clusters Score -3360128 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3360531.000000 Penalty: 3410.880615
	Iteration 5Q: 3 clusters Score -3360531 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3361115.000000 Penalty: 3410.880615
	Iteration 6Q: 3 clusters Score -3361115 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3361860.500000 Penalty: 3410.880615
	Iteration 7Q: 3 clusters Score -3361860 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3363057.750000 Penalty: 3410.880615
	Iteration 8F: 3 clusters Score -3363058 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3364742.750000 Penalty: 3410.880615
	Iteration 9F: 3 clusters Score -3364743 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3366981.250000 Penalty: 3410.880615
	Iteration 10F: 3 clusters Score -3366981 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3369270.750000 Penalty: 3410.880615
	Iteration 11F: 3 clusters Score -3369271 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -3371027.500000 Penalty: 3410.880615
	Iteration 12F: 3 clusters Score -3371028 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -3371993.750000 Penalty: 3410.880615
	Iteration 13Q: 3 clusters Score -3371994 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -3372391.750000 Penalty: 3410.880615
	Iteration 14Q: 3 clusters Score -3372392 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -3372534.250000 Penalty: 3410.880615
	Iteration 15Q: 3 clusters Score -3372534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -3372620.500000 Penalty: 3410.880615
	Iteration 16Q: 3 clusters Score -3372620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -3372655.750000 Penalty: 3410.880615
	Iteration 17Q: 3 clusters Score -3372656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -3372669.500000 Penalty: 3410.880615
	Iteration 18Q: 3 clusters Score -3372670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -3372685.250000 Penalty: 3410.880615
	Iteration 19Q: 3 clusters Score -3372685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -3372694.750000 Penalty: 3410.880615
	Iteration 20F: 3 clusters Score -3372695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -3372702.750000 Penalty: 3410.880615
	Iteration 21Q: 3 clusters Score -3372703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -3372717.500000 Penalty: 3410.880615
	Iteration 22Q: 3 clusters Score -3372718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3372725.500000 Penalty: 3410.880615
	Iteration 23Q: 3 clusters Score -3372726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -3372735.750000 Penalty: 3410.880615
	Iteration 24Q: 3 clusters Score -3372736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -3372743.500000 Penalty: 3410.880615
	Iteration 25Q: 3 clusters Score -3372744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -3372745.750000 Penalty: 3410.880615
	Iteration 26Q: 3 clusters Score -3372746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -3372748.500000 Penalty: 3410.880615
	Iteration 27Q: 3 clusters Score -3372748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3372749.750000 Penalty: 3410.880615
	Iteration 28Q: 3 clusters Score -3372750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3372749.750000 Penalty: 3410.880615
	Iteration 29F: 3 clusters Score -3372750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Entering Unmasked Estep 
Score: -2097291.500000 Penalty: 1634.301270
	Iteration 0F: 2 clusters Score -2097292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2081437.750000 Penalty: 3268.602539
	Iteration 0F: 3 clusters Score -2081438 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2087052.125000 Penalty: 3268.602539
	Iteration 1F: 3 clusters Score -2087052 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2087355.500000 Penalty: 3268.602539
	Iteration 2Q: 3 clusters Score -2087356 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2087621.125000 Penalty: 3268.602539
	Iteration 3Q: 3 clusters Score -2087621 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2087917.625000 Penalty: 3268.602539
	Iteration 4Q: 3 clusters Score -2087918 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2088257.625000 Penalty: 3268.602539
	Iteration 5Q: 3 clusters Score -2088258 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2088699.500000 Penalty: 3268.602539
	Iteration 6Q: 3 clusters Score -2088700 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2089254.375000 Penalty: 3268.602539
	Iteration 7Q: 3 clusters Score -2089254 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2090008.750000 Penalty: 3268.602539
	Iteration 8F: 3 clusters Score -2090009 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2090816.375000 Penalty: 3268.602539
	Iteration 9F: 3 clusters Score -2090816 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2091619.750000 Penalty: 3268.602539
	Iteration 10F: 3 clusters Score -2091620 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2092239.875000 Penalty: 3268.602539
	Iteration 11F: 3 clusters Score -2092240 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2092607.500000 Penalty: 3268.602539
	Iteration 12Q: 3 clusters Score -2092608 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2092771.875000 Penalty: 3268.602539
	Iteration 13Q: 3 clusters Score -2092772 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2092851.750000 Penalty: 3268.602539
	Iteration 14Q: 3 clusters Score -2092852 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2092869.000000 Penalty: 3268.602539
	Iteration 15Q: 3 clusters Score -2092869 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2092889.000000 Penalty: 3268.602539
	Iteration 16Q: 3 clusters Score -2092889 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2092907.125000 Penalty: 3268.602539
	Iteration 17Q: 3 clusters Score -2092907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2092919.000000 Penalty: 3268.602539
	Iteration 18Q: 3 clusters Score -2092919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2092924.625000 Penalty: 3268.602539
	Iteration 19Q: 3 clusters Score -2092925 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2092926.625000 Penalty: 3268.602539
	Iteration 20F: 3 clusters Score -2092927 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2092935.750000 Penalty: 3268.602539
	Iteration 21Q: 3 clusters Score -2092936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2092943.625000 Penalty: 3268.602539
	Iteration 22Q: 3 clusters Score -2092944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2092944.000000 Penalty: 3268.602539
	Iteration 23Q: 3 clusters Score -2092944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2092948.875000 Penalty: 3268.602539
	Iteration 24Q: 3 clusters Score -2092949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2092959.875000 Penalty: 3268.602539
	Iteration 25Q: 3 clusters Score -2092960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2092967.875000 Penalty: 3268.602539
	Iteration 26Q: 3 clusters Score -2092968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2092971.250000 Penalty: 3268.602539
	Iteration 27Q: 3 clusters Score -2092971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2092985.750000 Penalty: 3268.602539
	Iteration 28Q: 3 clusters Score -2092986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2092998.875000 Penalty: 3268.602539
	Iteration 29Q: 3 clusters Score -2092999 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2093007.875000 Penalty: 3268.602539
	Iteration 30Q: 3 clusters Score -2093008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2093022.875000 Penalty: 3268.602539
	Iteration 31Q: 3 clusters Score -2093023 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2093024.125000 Penalty: 3268.602539
	Iteration 32Q: 3 clusters Score -2093024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2093050.125000 Penalty: 3268.602539
	Iteration 33Q: 3 clusters Score -2093050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2093066.125000 Penalty: 3268.602539
	Iteration 34Q: 3 clusters Score -2093066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2093079.500000 Penalty: 3268.602539
	Iteration 35Q: 3 clusters Score -2093080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2093087.500000 Penalty: 3268.602539
	Iteration 36Q: 3 clusters Score -2093088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2093096.375000 Penalty: 3268.602539
	Iteration 37Q: 3 clusters Score -2093096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2093109.125000 Penalty: 3268.602539
	Iteration 38Q: 3 clusters Score -2093109 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2093132.000000 Penalty: 3268.602539
	Iteration 39Q: 3 clusters Score -2093132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2093147.750000 Penalty: 3268.602539
	Iteration 40F: 3 clusters Score -2093148 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2093154.000000 Penalty: 3268.602539
	Iteration 41Q: 3 clusters Score -2093154 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2093175.375000 Penalty: 3268.602539
	Iteration 42Q: 3 clusters Score -2093175 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2093203.000000 Penalty: 3268.602539
	Iteration 43Q: 3 clusters Score -2093203 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2093224.750000 Penalty: 3268.602539
	Iteration 44Q: 3 clusters Score -2093225 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2093253.875000 Penalty: 3268.602539
	Iteration 45Q: 3 clusters Score -2093254 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2093295.750000 Penalty: 3268.602539
	Iteration 46Q: 3 clusters Score -2093296 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2093339.625000 Penalty: 3268.602539
	Iteration 47Q: 3 clusters Score -2093340 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2093372.250000 Penalty: 3268.602539
	Iteration 48Q: 3 clusters Score -2093372 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2093421.750000 Penalty: 3268.602539
	Iteration 49Q: 3 clusters Score -2093422 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2093481.125000 Penalty: 3268.602539
	Iteration 50Q: 3 clusters Score -2093481 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2093537.000000 Penalty: 3268.602539
	Iteration 51Q: 3 clusters Score -2093537 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2093608.000000 Penalty: 3268.602539
	Iteration 52Q: 3 clusters Score -2093608 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2093696.750000 Penalty: 3268.602539
	Iteration 53Q: 3 clusters Score -2093697 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2093766.250000 Penalty: 3268.602539
	Iteration 54Q: 3 clusters Score -2093766 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2093848.875000 Penalty: 3268.602539
	Iteration 55Q: 3 clusters Score -2093849 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2093933.875000 Penalty: 3268.602539
	Iteration 56Q: 3 clusters Score -2093934 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2094029.500000 Penalty: 3268.602539
	Iteration 57Q: 3 clusters Score -2094030 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2094126.125000 Penalty: 3268.602539
	Iteration 58Q: 3 clusters Score -2094126 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2094240.500000 Penalty: 3268.602539
	Iteration 59Q: 3 clusters Score -2094240 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2094329.625000 Penalty: 3268.602539
	Iteration 60F: 3 clusters Score -2094330 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2094463.125000 Penalty: 3268.602539
	Iteration 61Q: 3 clusters Score -2094463 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2094603.375000 Penalty: 3268.602539
	Iteration 62Q: 3 clusters Score -2094603 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2094716.625000 Penalty: 3268.602539
	Iteration 63Q: 3 clusters Score -2094717 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2094809.125000 Penalty: 3268.602539
	Iteration 64Q: 3 clusters Score -2094809 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2094915.000000 Penalty: 3268.602539
	Iteration 65Q: 3 clusters Score -2094915 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2095010.250000 Penalty: 3268.602539
	Iteration 66Q: 3 clusters Score -2095010 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2095105.250000 Penalty: 3268.602539
	Iteration 67Q: 3 clusters Score -2095105 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2095196.250000 Penalty: 3268.602539
	Iteration 68Q: 3 clusters Score -2095196 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2095283.375000 Penalty: 3268.602539
	Iteration 69Q: 3 clusters Score -2095283 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2095352.000000 Penalty: 3268.602539
	Iteration 70Q: 3 clusters Score -2095352 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2095428.750000 Penalty: 3268.602539
	Iteration 71Q: 3 clusters Score -2095429 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2095497.125000 Penalty: 3268.602539
	Iteration 72Q: 3 clusters Score -2095497 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2095555.500000 Penalty: 3268.602539
	Iteration 73Q: 3 clusters Score -2095556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2095604.125000 Penalty: 3268.602539
	Iteration 74Q: 3 clusters Score -2095604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2095647.125000 Penalty: 3268.602539
	Iteration 75Q: 3 clusters Score -2095647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2095682.125000 Penalty: 3268.602539
	Iteration 76Q: 3 clusters Score -2095682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2095711.500000 Penalty: 3268.602539
	Iteration 77Q: 3 clusters Score -2095712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2095739.125000 Penalty: 3268.602539
	Iteration 78Q: 3 clusters Score -2095739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2095765.375000 Penalty: 3268.602539
	Iteration 79Q: 3 clusters Score -2095765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2095790.125000 Penalty: 3268.602539
	Iteration 80F: 3 clusters Score -2095790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2095808.375000 Penalty: 3268.602539
	Iteration 81Q: 3 clusters Score -2095808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2095821.250000 Penalty: 3268.602539
	Iteration 82Q: 3 clusters Score -2095821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2095834.500000 Penalty: 3268.602539
	Iteration 83Q: 3 clusters Score -2095834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2095856.875000 Penalty: 3268.602539
	Iteration 84Q: 3 clusters Score -2095857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2095875.375000 Penalty: 3268.602539
	Iteration 85Q: 3 clusters Score -2095875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2095890.375000 Penalty: 3268.602539
	Iteration 86Q: 3 clusters Score -2095890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2095894.000000 Penalty: 3268.602539
	Iteration 87Q: 3 clusters Score -2095894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2095899.250000 Penalty: 3268.602539
	Iteration 88Q: 3 clusters Score -2095899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2095900.625000 Penalty: 3268.602539
	Iteration 89Q: 3 clusters Score -2095901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2095903.625000 Penalty: 3268.602539
	Iteration 90Q: 3 clusters Score -2095904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2095905.625000 Penalty: 3268.602539
	Iteration 91Q: 3 clusters Score -2095906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2095908.875000 Penalty: 3268.602539
	Iteration 92Q: 3 clusters Score -2095909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2095912.750000 Penalty: 3268.602539
	Iteration 93Q: 3 clusters Score -2095913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2095915.125000 Penalty: 3268.602539
	Iteration 94Q: 3 clusters Score -2095915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2095916.500000 Penalty: 3268.602539
	Iteration 95Q: 3 clusters Score -2095916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2095918.875000 Penalty: 3268.602539
	Iteration 96Q: 3 clusters Score -2095919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2095917.375000 Penalty: 3268.602539
	Iteration 97Q: 3 clusters Score -2095917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2095918.375000 Penalty: 3268.602539
	Iteration 98Q: 3 clusters Score -2095918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2095920.750000 Penalty: 3268.602539
	Iteration 99Q: 3 clusters Score -2095921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2095920.750000 Penalty: 3268.602539
	Iteration 100F: 3 clusters Score -2095921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Entering Unmasked Estep 
Score: -3827149.500000 Penalty: 1725.902344
	Iteration 0F: 2 clusters Score -3827150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3799549.000000 Penalty: 3451.804688
	Iteration 0F: 3 clusters Score -3799549 nChanged 19260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3810671.500000 Penalty: 3451.804688
	Iteration 1F: 3 clusters Score -3810672 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3811553.000000 Penalty: 3451.804688
	Iteration 2Q: 3 clusters Score -3811553 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3812414.750000 Penalty: 3451.804688
	Iteration 3Q: 3 clusters Score -3812415 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3813284.000000 Penalty: 3451.804688
	Iteration 4Q: 3 clusters Score -3813284 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3814295.750000 Penalty: 3451.804688
	Iteration 5Q: 3 clusters Score -3814296 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3815465.500000 Penalty: 3451.804688
	Iteration 6Q: 3 clusters Score -3815466 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3816776.250000 Penalty: 3451.804688
	Iteration 7F: 3 clusters Score -3816776 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3818220.500000 Penalty: 3451.804688
	Iteration 8F: 3 clusters Score -3818220 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3819489.750000 Penalty: 3451.804688
	Iteration 9F: 3 clusters Score -3819490 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3820371.250000 Penalty: 3451.804688
	Iteration 10Q: 3 clusters Score -3820371 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3820767.750000 Penalty: 3451.804688
	Iteration 11Q: 3 clusters Score -3820768 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3820919.750000 Penalty: 3451.804688
	Iteration 12Q: 3 clusters Score -3820920 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3820977.250000 Penalty: 3451.804688
	Iteration 13Q: 3 clusters Score -3820977 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3821034.000000 Penalty: 3451.804688
	Iteration 14Q: 3 clusters Score -3821034 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3821074.250000 Penalty: 3451.804688
	Iteration 15Q: 3 clusters Score -3821074 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3821119.000000 Penalty: 3451.804688
	Iteration 16Q: 3 clusters Score -3821119 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3821167.750000 Penalty: 3451.804688
	Iteration 17Q: 3 clusters Score -3821168 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3821208.750000 Penalty: 3451.804688
	Iteration 18Q: 3 clusters Score -3821209 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3821242.500000 Penalty: 3451.804688
	Iteration 19Q: 3 clusters Score -3821242 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3821318.500000 Penalty: 3451.804688
	Iteration 20F: 3 clusters Score -3821318 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3821377.750000 Penalty: 3451.804688
	Iteration 21Q: 3 clusters Score -3821378 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3821421.000000 Penalty: 3451.804688
	Iteration 22Q: 3 clusters Score -3821421 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3821485.000000 Penalty: 3451.804688
	Iteration 23Q: 3 clusters Score -3821485 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3821539.250000 Penalty: 3451.804688
	Iteration 24Q: 3 clusters Score -3821539 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3821612.500000 Penalty: 3451.804688
	Iteration 25Q: 3 clusters Score -3821612 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3821681.750000 Penalty: 3451.804688
	Iteration 26Q: 3 clusters Score -3821682 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3821763.500000 Penalty: 3451.804688
	Iteration 27Q: 3 clusters Score -3821764 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3821816.500000 Penalty: 3451.804688
	Iteration 28Q: 3 clusters Score -3821816 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3821902.500000 Penalty: 3451.804688
	Iteration 29Q: 3 clusters Score -3821902 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3821954.750000 Penalty: 3451.804688
	Iteration 30Q: 3 clusters Score -3821955 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3822021.250000 Penalty: 3451.804688
	Iteration 31Q: 3 clusters Score -3822021 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3822101.750000 Penalty: 3451.804688
	Iteration 32Q: 3 clusters Score -3822102 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3822172.750000 Penalty: 3451.804688
	Iteration 33Q: 3 clusters Score -3822173 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3822279.000000 Penalty: 3451.804688
	Iteration 34Q: 3 clusters Score -3822279 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3822355.250000 Penalty: 3451.804688
	Iteration 35Q: 3 clusters Score -3822355 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3822450.500000 Penalty: 3451.804688
	Iteration 36Q: 3 clusters Score -3822450 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3822577.750000 Penalty: 3451.804688
	Iteration 37Q: 3 clusters Score -3822578 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3822737.250000 Penalty: 3451.804688
	Iteration 38Q: 3 clusters Score -3822737 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3822911.500000 Penalty: 3451.804688
	Iteration 39Q: 3 clusters Score -3822912 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3823075.750000 Penalty: 3451.804688
	Iteration 40F: 3 clusters Score -3823076 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3823268.250000 Penalty: 3451.804688
	Iteration 41Q: 3 clusters Score -3823268 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3823466.250000 Penalty: 3451.804688
	Iteration 42Q: 3 clusters Score -3823466 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3823688.000000 Penalty: 3451.804688
	Iteration 43Q: 3 clusters Score -3823688 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3823924.750000 Penalty: 3451.804688
	Iteration 44Q: 3 clusters Score -3823925 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3824137.750000 Penalty: 3451.804688
	Iteration 45Q: 3 clusters Score -3824138 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3824366.500000 Penalty: 3451.804688
	Iteration 46Q: 3 clusters Score -3824366 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3824569.750000 Penalty: 3451.804688
	Iteration 47Q: 3 clusters Score -3824570 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3824765.250000 Penalty: 3451.804688
	Iteration 48Q: 3 clusters Score -3824765 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3824956.250000 Penalty: 3451.804688
	Iteration 49Q: 3 clusters Score -3824956 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3825123.500000 Penalty: 3451.804688
	Iteration 50Q: 3 clusters Score -3825124 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3825275.750000 Penalty: 3451.804688
	Iteration 51Q: 3 clusters Score -3825276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3825380.000000 Penalty: 3451.804688
	Iteration 52Q: 3 clusters Score -3825380 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3825459.500000 Penalty: 3451.804688
	Iteration 53Q: 3 clusters Score -3825460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3825500.000000 Penalty: 3451.804688
	Iteration 54Q: 3 clusters Score -3825500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3825540.000000 Penalty: 3451.804688
	Iteration 55Q: 3 clusters Score -3825540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3825560.250000 Penalty: 3451.804688
	Iteration 56Q: 3 clusters Score -3825560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3825581.750000 Penalty: 3451.804688
	Iteration 57Q: 3 clusters Score -3825582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3825597.500000 Penalty: 3451.804688
	Iteration 58Q: 3 clusters Score -3825598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3825604.250000 Penalty: 3451.804688
	Iteration 59Q: 3 clusters Score -3825604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3825612.750000 Penalty: 3451.804688
	Iteration 60F: 3 clusters Score -3825613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3825625.500000 Penalty: 3451.804688
	Iteration 61Q: 3 clusters Score -3825626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3825634.750000 Penalty: 3451.804688
	Iteration 62Q: 3 clusters Score -3825635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3825644.000000 Penalty: 3451.804688
	Iteration 63Q: 3 clusters Score -3825644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3825657.750000 Penalty: 3451.804688
	Iteration 64Q: 3 clusters Score -3825658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3825667.250000 Penalty: 3451.804688
	Iteration 65Q: 3 clusters Score -3825667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3825675.000000 Penalty: 3451.804688
	Iteration 66Q: 3 clusters Score -3825675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3825683.000000 Penalty: 3451.804688
	Iteration 67Q: 3 clusters Score -3825683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3825689.250000 Penalty: 3451.804688
	Iteration 68Q: 3 clusters Score -3825689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3825689.250000 Penalty: 3451.804688
	Iteration 69Q: 3 clusters Score -3825689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3825696.250000 Penalty: 3451.804688
	Iteration 70Q: 3 clusters Score -3825696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3825701.000000 Penalty: 3451.804688
	Iteration 71Q: 3 clusters Score -3825701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3825702.250000 Penalty: 3451.804688
	Iteration 72Q: 3 clusters Score -3825702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3825701.000000 Penalty: 3451.804688
	Iteration 73Q: 3 clusters Score -3825701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3825701.000000 Penalty: 3451.804688
	Iteration 74F: 3 clusters Score -3825701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Entering Unmasked Estep 
Score: -1941069.375000 Penalty: 1615.197144
	Iteration 0F: 2 clusters Score -1941069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1926924.000000 Penalty: 3230.394287
	Iteration 0F: 3 clusters Score -1926924 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1931980.750000 Penalty: 3230.394287
	Iteration 1F: 3 clusters Score -1931981 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1932472.625000 Penalty: 3230.394287
	Iteration 2F: 3 clusters Score -1932473 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1933148.250000 Penalty: 3230.394287
	Iteration 3F: 3 clusters Score -1933148 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1934123.375000 Penalty: 3230.394287
	Iteration 4F: 3 clusters Score -1934123 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1935496.250000 Penalty: 3230.394287
	Iteration 5F: 3 clusters Score -1935496 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1937060.250000 Penalty: 3230.394287
	Iteration 6F: 3 clusters Score -1937060 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1938449.750000 Penalty: 3230.394287
	Iteration 7F: 3 clusters Score -1938450 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1939181.875000 Penalty: 3230.394287
	Iteration 8Q: 3 clusters Score -1939182 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1939469.500000 Penalty: 3230.394287
	Iteration 9Q: 3 clusters Score -1939470 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1939603.500000 Penalty: 3230.394287
	Iteration 10Q: 3 clusters Score -1939604 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1939681.625000 Penalty: 3230.394287
	Iteration 11Q: 3 clusters Score -1939682 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1939757.375000 Penalty: 3230.394287
	Iteration 12Q: 3 clusters Score -1939757 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1939820.875000 Penalty: 3230.394287
	Iteration 13Q: 3 clusters Score -1939821 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1939875.500000 Penalty: 3230.394287
	Iteration 14Q: 3 clusters Score -1939876 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1939922.375000 Penalty: 3230.394287
	Iteration 15Q: 3 clusters Score -1939922 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1939955.000000 Penalty: 3230.394287
	Iteration 16Q: 3 clusters Score -1939955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1939977.000000 Penalty: 3230.394287
	Iteration 17Q: 3 clusters Score -1939977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1939996.625000 Penalty: 3230.394287
	Iteration 18Q: 3 clusters Score -1939997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1940013.000000 Penalty: 3230.394287
	Iteration 19Q: 3 clusters Score -1940013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1940025.250000 Penalty: 3230.394287
	Iteration 20F: 3 clusters Score -1940025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1940039.000000 Penalty: 3230.394287
	Iteration 21Q: 3 clusters Score -1940039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1940049.375000 Penalty: 3230.394287
	Iteration 22Q: 3 clusters Score -1940049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1940059.750000 Penalty: 3230.394287
	Iteration 23Q: 3 clusters Score -1940060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1940068.750000 Penalty: 3230.394287
	Iteration 24Q: 3 clusters Score -1940069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1940072.625000 Penalty: 3230.394287
	Iteration 25Q: 3 clusters Score -1940073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -1940077.875000 Penalty: 3230.394287
	Iteration 26Q: 3 clusters Score -1940078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -1940081.250000 Penalty: 3230.394287
	Iteration 27Q: 3 clusters Score -1940081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -1940096.750000 Penalty: 3230.394287
	Iteration 28Q: 3 clusters Score -1940097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1940098.000000 Penalty: 3230.394287
	Iteration 29Q: 3 clusters Score -1940098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1940102.500000 Penalty: 3230.394287
	Iteration 30Q: 3 clusters Score -1940102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1940106.125000 Penalty: 3230.394287
	Iteration 31Q: 3 clusters Score -1940106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1940114.625000 Penalty: 3230.394287
	Iteration 32Q: 3 clusters Score -1940115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1940120.125000 Penalty: 3230.394287
	Iteration 33Q: 3 clusters Score -1940120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1940124.750000 Penalty: 3230.394287
	Iteration 34Q: 3 clusters Score -1940125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1940135.875000 Penalty: 3230.394287
	Iteration 35Q: 3 clusters Score -1940136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1940140.250000 Penalty: 3230.394287
	Iteration 36Q: 3 clusters Score -1940140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1940148.625000 Penalty: 3230.394287
	Iteration 37Q: 3 clusters Score -1940149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1940158.500000 Penalty: 3230.394287
	Iteration 38Q: 3 clusters Score -1940158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -1940161.250000 Penalty: 3230.394287
	Iteration 39Q: 3 clusters Score -1940161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1940162.125000 Penalty: 3230.394287
	Iteration 40F: 3 clusters Score -1940162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1940160.875000 Penalty: 3230.394287
	Iteration 41Q: 3 clusters Score -1940161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1940164.000000 Penalty: 3230.394287
	Iteration 42Q: 3 clusters Score -1940164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1940166.250000 Penalty: 3230.394287
	Iteration 43Q: 3 clusters Score -1940166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1940166.125000 Penalty: 3230.394287
	Iteration 44Q: 3 clusters Score -1940166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1940165.750000 Penalty: 3230.394287
	Iteration 45Q: 3 clusters Score -1940166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1940166.375000 Penalty: 3230.394287
	Iteration 46Q: 3 clusters Score -1940166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1940165.625000 Penalty: 3230.394287
	Iteration 47Q: 3 clusters Score -1940166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1940172.375000 Penalty: 3230.394287
	Iteration 48Q: 3 clusters Score -1940172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -1940176.875000 Penalty: 3230.394287
	Iteration 49Q: 3 clusters Score -1940177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1940176.875000 Penalty: 3230.394287
	Iteration 50Q: 3 clusters Score -1940177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1940179.875000 Penalty: 3230.394287
	Iteration 51Q: 3 clusters Score -1940180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1940180.250000 Penalty: 3230.394287
	Iteration 52Q: 3 clusters Score -1940180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1940184.875000 Penalty: 3230.394287
	Iteration 53Q: 3 clusters Score -1940185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -1940184.000000 Penalty: 3230.394287
	Iteration 54Q: 3 clusters Score -1940184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1940188.000000 Penalty: 3230.394287
	Iteration 55Q: 3 clusters Score -1940188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1940189.500000 Penalty: 3230.394287
	Iteration 56Q: 3 clusters Score -1940190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1940190.000000 Penalty: 3230.394287
	Iteration 57Q: 3 clusters Score -1940190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1940190.250000 Penalty: 3230.394287
	Iteration 58Q: 3 clusters Score -1940190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1940189.250000 Penalty: 3230.394287
	Iteration 59Q: 3 clusters Score -1940189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1940188.250000 Penalty: 3230.394287
	Iteration 60F: 3 clusters Score -1940188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316744 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29500 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 43041 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58788 members 
Mstep: Class 14 contains 14705 members 
Mstep: Class 15 contains 36135 members 
Mstep: Class 17 contains 23324 members 
Mstep: Class 18 contains 40984 members 
Mstep: Class 19 contains 20737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546816.000000 Penalty: 25952.548828
Iteration 199Q: 13 clusters Score -5.454682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316748 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29504 members 
Mstep: Class 8 contains 4904 members 
Mstep: Class 9 contains 43041 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58777 members 
Mstep: Class 14 contains 14702 members 
Mstep: Class 15 contains 36136 members 
Mstep: Class 17 contains 23323 members 
Mstep: Class 18 contains 40985 members 
Mstep: Class 19 contains 20743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546852.000000 Penalty: 25952.548828
Iteration 200F: 13 clusters Score -5.454685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316747 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29509 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 43042 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58773 members 
Mstep: Class 14 contains 14698 members 
Mstep: Class 15 contains 36136 members 
Mstep: Class 17 contains 23324 members 
Mstep: Class 18 contains 40985 members 
Mstep: Class 19 contains 20746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546824.000000 Penalty: 25952.548828
Iteration 201Q: 13 clusters Score -5.454682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316745 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29513 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 43042 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58770 members 
Mstep: Class 14 contains 14695 members 
Mstep: Class 15 contains 36136 members 
Mstep: Class 17 contains 23324 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546848.000000 Penalty: 25952.548828
Iteration 202Q: 13 clusters Score -5.454685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316744 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29518 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 43042 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58769 members 
Mstep: Class 14 contains 14689 members 
Mstep: Class 15 contains 36136 members 
Mstep: Class 17 contains 23324 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546824.000000 Penalty: 25952.548828
Iteration 203Q: 13 clusters Score -5.454682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316741 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29523 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 43042 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58766 members 
Mstep: Class 14 contains 14687 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23323 members 
Mstep: Class 18 contains 40987 members 
Mstep: Class 19 contains 20754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546868.000000 Penalty: 25952.548828
Iteration 204Q: 13 clusters Score -5.454687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316742 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29525 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 43041 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58764 members 
Mstep: Class 14 contains 14685 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23322 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546852.000000 Penalty: 25952.548828
Iteration 205Q: 13 clusters Score -5.454685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316748 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29526 members 
Mstep: Class 8 contains 4902 members 
Mstep: Class 9 contains 43041 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58761 members 
Mstep: Class 14 contains 14682 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546852.000000 Penalty: 25952.548828
Iteration 206Q: 13 clusters Score -5.454685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316753 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29526 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58758 members 
Mstep: Class 14 contains 14682 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546860.000000 Penalty: 25952.548828
Iteration 207Q: 13 clusters Score -5.454686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316753 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29526 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58759 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40985 members 
Mstep: Class 19 contains 20763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546860.000000 Penalty: 25952.548828
Iteration 208Q: 13 clusters Score -5.454686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316750 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29526 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58758 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 36138 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546848.000000 Penalty: 25952.548828
Iteration 209Q: 13 clusters Score -5.454685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316750 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29526 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58757 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 36138 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546844.000000 Penalty: 25952.548828
Iteration 210Q: 13 clusters Score -5.454684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316752 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29527 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58754 members 
Mstep: Class 14 contains 14679 members 
Mstep: Class 15 contains 36138 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546824.000000 Penalty: 25952.548828
Iteration 211Q: 13 clusters Score -5.454682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316753 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58752 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36138 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546812.000000 Penalty: 25952.548828
Iteration 212Q: 13 clusters Score -5.454681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316756 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58748 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546828.000000 Penalty: 25952.548828
Iteration 213Q: 13 clusters Score -5.454683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316758 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58745 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40987 members 
Mstep: Class 19 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546848.000000 Penalty: 25952.548828
Iteration 214Q: 13 clusters Score -5.454685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316756 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58745 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40989 members 
Mstep: Class 19 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546832.000000 Penalty: 25952.548828
Iteration 215Q: 13 clusters Score -5.454683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316756 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58745 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40989 members 
Mstep: Class 19 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546824.000000 Penalty: 25952.548828
Iteration 216Q: 13 clusters Score -5.454682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316754 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58745 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546828.000000 Penalty: 25952.548828
Iteration 217Q: 13 clusters Score -5.454683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316755 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58743 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 20769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546824.000000 Penalty: 25952.548828
Iteration 218Q: 13 clusters Score -5.454682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316756 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58741 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546824.000000 Penalty: 25952.548828
Iteration 219Q: 13 clusters Score -5.454682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316758 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58739 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546828.000000 Penalty: 25952.548828
Iteration 220F: 13 clusters Score -5.454683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316761 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58736 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546828.000000 Penalty: 25952.548828
Iteration 221Q: 13 clusters Score -5.454683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316762 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58735 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546824.000000 Penalty: 25952.548828
Iteration 222Q: 13 clusters Score -5.454682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316763 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58734 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546820.000000 Penalty: 25952.548828
Iteration 223Q: 13 clusters Score -5.454682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316764 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58733 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546820.000000 Penalty: 25952.548828
Iteration 224Q: 13 clusters Score -5.454682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316763 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58733 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546816.000000 Penalty: 25952.548828
Iteration 225Q: 13 clusters Score -5.454682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316763 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58733 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546816.000000 Penalty: 25952.548828
Iteration 226F: 13 clusters Score -5.454682e+07 nChanged 0
Entering ConstructFrom: 
Score: -54546816.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (316763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316763 members 
Entering Unmasked Estep 
Score: -28977226.000000 Penalty: 2058.210205
	Iteration 0F: 2 clusters Score -2.897723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 158437 members 
Entering Unmasked Estep 
Score: -28772142.000000 Penalty: 4116.420410
	Iteration 0F: 3 clusters Score -2.877214e+07 nChanged 154429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 161684 members 
Entering Unmasked Estep 
Score: -28864702.000000 Penalty: 4116.420410
	Iteration 1F: 3 clusters Score -2.88647e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 163912 members 
Entering Unmasked Estep 
Score: -28866106.000000 Penalty: 4116.420410
	Iteration 2Q: 3 clusters Score -2.886611e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -28867658.000000 Penalty: 4116.420410
	Iteration 3Q: 3 clusters Score -2.886766e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144824 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -28869878.000000 Penalty: 4116.420410
	Iteration 4Q: 3 clusters Score -2.886988e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137755 members 
Mstep: Class 2 contains 179008 members 
Entering Unmasked Estep 
Score: -28873156.000000 Penalty: 4116.420410
	Iteration 5Q: 3 clusters Score -2.887316e+07 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 189338 members 
Entering Unmasked Estep 
Score: -28879214.000000 Penalty: 4116.420410
	Iteration 6Q: 3 clusters Score -2.887921e+07 nChanged 17251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113234 members 
Mstep: Class 2 contains 203529 members 
Entering Unmasked Estep 
Score: -28889360.000000 Penalty: 4116.420410
	Iteration 7F: 3 clusters Score -2.888936e+07 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 220533 members 
Entering Unmasked Estep 
Score: -28904702.000000 Penalty: 4116.420410
	Iteration 8F: 3 clusters Score -2.89047e+07 nChanged 20108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 236873 members 
Entering Unmasked Estep 
Score: -28922238.000000 Penalty: 4116.420410
	Iteration 9F: 3 clusters Score -2.892224e+07 nChanged 17322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 249383 members 
Entering Unmasked Estep 
Score: -28936364.000000 Penalty: 4116.420410
	Iteration 10F: 3 clusters Score -2.893636e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 257818 members 
Entering Unmasked Estep 
Score: -28944060.000000 Penalty: 4116.420410
	Iteration 11Q: 3 clusters Score -2.894406e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 264425 members 
Entering Unmasked Estep 
Score: -28948256.000000 Penalty: 4116.420410
	Iteration 12Q: 3 clusters Score -2.894826e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 270699 members 
Entering Unmasked Estep 
Score: -28951416.000000 Penalty: 4116.420410
	Iteration 13Q: 3 clusters Score -2.895142e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 276795 members 
Entering Unmasked Estep 
Score: -28954512.000000 Penalty: 4116.420410
	Iteration 14Q: 3 clusters Score -2.895451e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 282647 members 
Entering Unmasked Estep 
Score: -28957710.000000 Penalty: 4116.420410
	Iteration 15Q: 3 clusters Score -2.895771e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 288240 members 
Entering Unmasked Estep 
Score: -28961488.000000 Penalty: 4116.420410
	Iteration 16Q: 3 clusters Score -2.896149e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 293470 members 
Entering Unmasked Estep 
Score: -28964766.000000 Penalty: 4116.420410
	Iteration 17Q: 3 clusters Score -2.896477e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 298532 members 
Entering Unmasked Estep 
Score: -28967380.000000 Penalty: 4116.420410
	Iteration 18Q: 3 clusters Score -2.896738e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 303060 members 
Entering Unmasked Estep 
Score: -28969602.000000 Penalty: 4116.420410
	Iteration 19Q: 3 clusters Score -2.89696e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 306913 members 
Entering Unmasked Estep 
Score: -28971494.000000 Penalty: 4116.420410
	Iteration 20F: 3 clusters Score -2.897149e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 310128 members 
Entering Unmasked Estep 
Score: -28972856.000000 Penalty: 4116.420410
	Iteration 21Q: 3 clusters Score -2.897286e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 312680 members 
Entering Unmasked Estep 
Score: -28974096.000000 Penalty: 4116.420410
	Iteration 22Q: 3 clusters Score -2.89741e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 314376 members 
Entering Unmasked Estep 
Score: -28974664.000000 Penalty: 4116.420410
	Iteration 23Q: 3 clusters Score -2.897466e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 315422 members 
Entering Unmasked Estep 
Score: -28975046.000000 Penalty: 4116.420410
	Iteration 24Q: 3 clusters Score -2.897505e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 315943 members 
Entering Unmasked Estep 
Score: -28975244.000000 Penalty: 4116.420410
	Iteration 25Q: 3 clusters Score -2.897524e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 316194 members 
Entering Unmasked Estep 
Score: -28975344.000000 Penalty: 4116.420410
	Iteration 26Q: 3 clusters Score -2.897534e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 316311 members 
Entering Unmasked Estep 
Score: -28975422.000000 Penalty: 4116.420410
	Iteration 27Q: 3 clusters Score -2.897542e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 316385 members 
Entering Unmasked Estep 
Score: -28975408.000000 Penalty: 4116.420410
	Iteration 28Q: 3 clusters Score -2.897541e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316419 members 
Entering Unmasked Estep 
Score: -28975460.000000 Penalty: 4116.420410
	Iteration 29Q: 3 clusters Score -2.897546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 316446 members 
Entering Unmasked Estep 
Score: -28975452.000000 Penalty: 4116.420410
	Iteration 30Q: 3 clusters Score -2.897545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 316459 members 
Entering Unmasked Estep 
Score: -28975464.000000 Penalty: 4116.420410
	Iteration 31Q: 3 clusters Score -2.897546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 316464 members 
Entering Unmasked Estep 
Score: -28975484.000000 Penalty: 4116.420410
	Iteration 32Q: 3 clusters Score -2.897548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 316469 members 
Entering Unmasked Estep 
Score: -28975462.000000 Penalty: 4116.420410
	Iteration 33Q: 3 clusters Score -2.897546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 316470 members 
Entering Unmasked Estep 
Score: -28975470.000000 Penalty: 4116.420410
	Iteration 34Q: 3 clusters Score -2.897547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 316472 members 
Entering Unmasked Estep 
Score: -28975468.000000 Penalty: 4116.420410
	Iteration 35Q: 3 clusters Score -2.897547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 316475 members 
Entering Unmasked Estep 
Score: -28975472.000000 Penalty: 4116.420410
	Iteration 36Q: 3 clusters Score -2.897547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316476 members 
Entering Unmasked Estep 
Score: -28975476.000000 Penalty: 4116.420410
	Iteration 37Q: 3 clusters Score -2.897548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316476 members 
Entering Unmasked Estep 
Score: -28975476.000000 Penalty: 4116.420410
	Iteration 38F: 3 clusters Score -2.897548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -133541.343750 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -133541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -131838.656250 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -131838.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132147.843750 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -132147.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -132221.703125 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -132221.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132260.671875 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -132260.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132287.640625 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -132287.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -132302.109375 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -132302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -132313.203125 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -132313.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -132320.765625 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -132320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132324.968750 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -132325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132327.515625 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -132327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132329.531250 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -132329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132329.703125 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -132329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132330.171875 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -132330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132331.578125 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -132331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132335.421875 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -132335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132337.578125 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -132337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132339.843750 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -132339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132343.671875 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -132343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -132346.015625 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -132346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132346.359375 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -132346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132346.359375 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -132346.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Entering Unmasked Estep 
Score: -2770504.250000 Penalty: 1672.627930
	Iteration 0F: 2 clusters Score -2770504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2750661.750000 Penalty: 3345.255859
	Iteration 0F: 3 clusters Score -2750662 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2758345.500000 Penalty: 3345.255859
	Iteration 1F: 3 clusters Score -2758346 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2758857.000000 Penalty: 3345.255859
	Iteration 2Q: 3 clusters Score -2758857 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2759451.500000 Penalty: 3345.255859
	Iteration 3Q: 3 clusters Score -2759452 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2760203.000000 Penalty: 3345.255859
	Iteration 4F: 3 clusters Score -2760203 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2761247.250000 Penalty: 3345.255859
	Iteration 5F: 3 clusters Score -2761247 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2762460.000000 Penalty: 3345.255859
	Iteration 6F: 3 clusters Score -2762460 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2763837.500000 Penalty: 3345.255859
	Iteration 7F: 3 clusters Score -2763838 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2765031.500000 Penalty: 3345.255859
	Iteration 8F: 3 clusters Score -2765032 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2765742.500000 Penalty: 3345.255859
	Iteration 9Q: 3 clusters Score -2765742 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2766037.250000 Penalty: 3345.255859
	Iteration 10Q: 3 clusters Score -2766037 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2766145.500000 Penalty: 3345.255859
	Iteration 11Q: 3 clusters Score -2766146 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2766225.250000 Penalty: 3345.255859
	Iteration 12Q: 3 clusters Score -2766225 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2766266.500000 Penalty: 3345.255859
	Iteration 13Q: 3 clusters Score -2766266 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2766331.000000 Penalty: 3345.255859
	Iteration 14Q: 3 clusters Score -2766331 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2766369.750000 Penalty: 3345.255859
	Iteration 15Q: 3 clusters Score -2766370 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2766398.000000 Penalty: 3345.255859
	Iteration 16Q: 3 clusters Score -2766398 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2766403.500000 Penalty: 3345.255859
	Iteration 17Q: 3 clusters Score -2766404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2766426.500000 Penalty: 3345.255859
	Iteration 18Q: 3 clusters Score -2766426 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2766452.500000 Penalty: 3345.255859
	Iteration 19Q: 3 clusters Score -2766452 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2766477.000000 Penalty: 3345.255859
	Iteration 20F: 3 clusters Score -2766477 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2766493.250000 Penalty: 3345.255859
	Iteration 21Q: 3 clusters Score -2766493 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2766515.250000 Penalty: 3345.255859
	Iteration 22Q: 3 clusters Score -2766515 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2766528.250000 Penalty: 3345.255859
	Iteration 23Q: 3 clusters Score -2766528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2766559.000000 Penalty: 3345.255859
	Iteration 24Q: 3 clusters Score -2766559 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2766559.000000 Penalty: 3345.255859
	Iteration 25Q: 3 clusters Score -2766559 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2766578.750000 Penalty: 3345.255859
	Iteration 26Q: 3 clusters Score -2766579 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2766598.500000 Penalty: 3345.255859
	Iteration 27Q: 3 clusters Score -2766598 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2766629.500000 Penalty: 3345.255859
	Iteration 28Q: 3 clusters Score -2766630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2766646.000000 Penalty: 3345.255859
	Iteration 29Q: 3 clusters Score -2766646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2766652.750000 Penalty: 3345.255859
	Iteration 30Q: 3 clusters Score -2766653 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2766674.250000 Penalty: 3345.255859
	Iteration 31Q: 3 clusters Score -2766674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2766691.250000 Penalty: 3345.255859
	Iteration 32Q: 3 clusters Score -2766691 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2766699.000000 Penalty: 3345.255859
	Iteration 33Q: 3 clusters Score -2766699 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2766696.250000 Penalty: 3345.255859
	Iteration 34Q: 3 clusters Score -2766696 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2766724.250000 Penalty: 3345.255859
	Iteration 35Q: 3 clusters Score -2766724 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2766744.250000 Penalty: 3345.255859
	Iteration 36Q: 3 clusters Score -2766744 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2766757.750000 Penalty: 3345.255859
	Iteration 37Q: 3 clusters Score -2766758 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2766778.750000 Penalty: 3345.255859
	Iteration 38Q: 3 clusters Score -2766779 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2766784.500000 Penalty: 3345.255859
	Iteration 39Q: 3 clusters Score -2766784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2766817.000000 Penalty: 3345.255859
	Iteration 40F: 3 clusters Score -2766817 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2766844.500000 Penalty: 3345.255859
	Iteration 41Q: 3 clusters Score -2766844 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2766865.750000 Penalty: 3345.255859
	Iteration 42Q: 3 clusters Score -2766866 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2766891.000000 Penalty: 3345.255859
	Iteration 43Q: 3 clusters Score -2766891 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2766912.750000 Penalty: 3345.255859
	Iteration 44Q: 3 clusters Score -2766913 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2766932.250000 Penalty: 3345.255859
	Iteration 45Q: 3 clusters Score -2766932 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2766951.500000 Penalty: 3345.255859
	Iteration 46Q: 3 clusters Score -2766952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2766994.250000 Penalty: 3345.255859
	Iteration 47Q: 3 clusters Score -2766994 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2767010.500000 Penalty: 3345.255859
	Iteration 48Q: 3 clusters Score -2767010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2767046.250000 Penalty: 3345.255859
	Iteration 49Q: 3 clusters Score -2767046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2767104.250000 Penalty: 3345.255859
	Iteration 50Q: 3 clusters Score -2767104 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2767143.500000 Penalty: 3345.255859
	Iteration 51Q: 3 clusters Score -2767144 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2767181.250000 Penalty: 3345.255859
	Iteration 52Q: 3 clusters Score -2767181 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2767223.250000 Penalty: 3345.255859
	Iteration 53Q: 3 clusters Score -2767223 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2767268.750000 Penalty: 3345.255859
	Iteration 54Q: 3 clusters Score -2767269 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2767326.250000 Penalty: 3345.255859
	Iteration 55Q: 3 clusters Score -2767326 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2767376.750000 Penalty: 3345.255859
	Iteration 56Q: 3 clusters Score -2767377 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2767439.000000 Penalty: 3345.255859
	Iteration 57Q: 3 clusters Score -2767439 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2767499.750000 Penalty: 3345.255859
	Iteration 58Q: 3 clusters Score -2767500 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2767592.500000 Penalty: 3345.255859
	Iteration 59Q: 3 clusters Score -2767592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2767694.250000 Penalty: 3345.255859
	Iteration 60F: 3 clusters Score -2767694 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2767797.000000 Penalty: 3345.255859
	Iteration 61Q: 3 clusters Score -2767797 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2767891.250000 Penalty: 3345.255859
	Iteration 62Q: 3 clusters Score -2767891 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2767968.750000 Penalty: 3345.255859
	Iteration 63Q: 3 clusters Score -2767969 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2768089.250000 Penalty: 3345.255859
	Iteration 64Q: 3 clusters Score -2768089 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2768197.250000 Penalty: 3345.255859
	Iteration 65Q: 3 clusters Score -2768197 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2768271.500000 Penalty: 3345.255859
	Iteration 66Q: 3 clusters Score -2768272 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2768367.250000 Penalty: 3345.255859
	Iteration 67Q: 3 clusters Score -2768367 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2768452.250000 Penalty: 3345.255859
	Iteration 68Q: 3 clusters Score -2768452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2768526.250000 Penalty: 3345.255859
	Iteration 69Q: 3 clusters Score -2768526 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2768587.500000 Penalty: 3345.255859
	Iteration 70Q: 3 clusters Score -2768588 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2768655.500000 Penalty: 3345.255859
	Iteration 71Q: 3 clusters Score -2768656 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2768733.250000 Penalty: 3345.255859
	Iteration 72Q: 3 clusters Score -2768733 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2768804.750000 Penalty: 3345.255859
	Iteration 73Q: 3 clusters Score -2768805 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2768856.750000 Penalty: 3345.255859
	Iteration 74Q: 3 clusters Score -2768857 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2768906.750000 Penalty: 3345.255859
	Iteration 75Q: 3 clusters Score -2768907 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2768936.750000 Penalty: 3345.255859
	Iteration 76Q: 3 clusters Score -2768937 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2768961.750000 Penalty: 3345.255859
	Iteration 77Q: 3 clusters Score -2768962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2768984.500000 Penalty: 3345.255859
	Iteration 78Q: 3 clusters Score -2768984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2769001.250000 Penalty: 3345.255859
	Iteration 79Q: 3 clusters Score -2769001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2769016.500000 Penalty: 3345.255859
	Iteration 80F: 3 clusters Score -2769016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2769034.500000 Penalty: 3345.255859
	Iteration 81Q: 3 clusters Score -2769034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2769056.000000 Penalty: 3345.255859
	Iteration 82Q: 3 clusters Score -2769056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2769083.250000 Penalty: 3345.255859
	Iteration 83Q: 3 clusters Score -2769083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2769090.250000 Penalty: 3345.255859
	Iteration 84Q: 3 clusters Score -2769090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2769098.000000 Penalty: 3345.255859
	Iteration 85Q: 3 clusters Score -2769098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2769104.750000 Penalty: 3345.255859
	Iteration 86Q: 3 clusters Score -2769105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2769108.250000 Penalty: 3345.255859
	Iteration 87Q: 3 clusters Score -2769108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2769115.250000 Penalty: 3345.255859
	Iteration 88Q: 3 clusters Score -2769115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2769122.750000 Penalty: 3345.255859
	Iteration 89Q: 3 clusters Score -2769123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2769130.250000 Penalty: 3345.255859
	Iteration 90Q: 3 clusters Score -2769130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2769133.750000 Penalty: 3345.255859
	Iteration 91Q: 3 clusters Score -2769134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2769134.250000 Penalty: 3345.255859
	Iteration 92Q: 3 clusters Score -2769134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2769146.750000 Penalty: 3345.255859
	Iteration 93Q: 3 clusters Score -2769147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2769148.000000 Penalty: 3345.255859
	Iteration 94Q: 3 clusters Score -2769148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2769163.500000 Penalty: 3345.255859
	Iteration 95Q: 3 clusters Score -2769164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2769172.000000 Penalty: 3345.255859
	Iteration 96Q: 3 clusters Score -2769172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2769168.250000 Penalty: 3345.255859
	Iteration 97Q: 3 clusters Score -2769168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2769176.500000 Penalty: 3345.255859
	Iteration 98Q: 3 clusters Score -2769176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2769182.000000 Penalty: 3345.255859
	Iteration 99Q: 3 clusters Score -2769182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2769183.250000 Penalty: 3345.255859
	Iteration 100F: 3 clusters Score -2769183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2769194.250000 Penalty: 3345.255859
	Iteration 101Q: 3 clusters Score -2769194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2769197.000000 Penalty: 3345.255859
	Iteration 102Q: 3 clusters Score -2769197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2769195.500000 Penalty: 3345.255859
	Iteration 103Q: 3 clusters Score -2769196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2769194.250000 Penalty: 3345.255859
	Iteration 104Q: 3 clusters Score -2769194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2769196.250000 Penalty: 3345.255859
	Iteration 105Q: 3 clusters Score -2769196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2769198.250000 Penalty: 3345.255859
	Iteration 106Q: 3 clusters Score -2769198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2769196.000000 Penalty: 3345.255859
	Iteration 107Q: 3 clusters Score -2769196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2769196.000000 Penalty: 3345.255859
	Iteration 108F: 3 clusters Score -2769196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -414296.906250 Penalty: 1380.727783
	Iteration 0F: 2 clusters Score -414296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -410454.500000 Penalty: 2761.455566
	Iteration 0F: 3 clusters Score -410454.5 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -411767.281250 Penalty: 2761.455566
	Iteration 1F: 3 clusters Score -411767.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -412110.656250 Penalty: 2761.455566
	Iteration 2F: 3 clusters Score -412110.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -412350.843750 Penalty: 2761.455566
	Iteration 3F: 3 clusters Score -412350.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -412510.562500 Penalty: 2761.455566
	Iteration 4F: 3 clusters Score -412510.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -412617.218750 Penalty: 2761.455566
	Iteration 5Q: 3 clusters Score -412617.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -412700.875000 Penalty: 2761.455566
	Iteration 6Q: 3 clusters Score -412700.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -412807.906250 Penalty: 2761.455566
	Iteration 7Q: 3 clusters Score -412807.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -412933.937500 Penalty: 2761.455566
	Iteration 8Q: 3 clusters Score -412933.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -413137.656250 Penalty: 2761.455566
	Iteration 9F: 3 clusters Score -413137.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -413480.000000 Penalty: 2761.455566
	Iteration 10F: 3 clusters Score -413480 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -413878.750000 Penalty: 2761.455566
	Iteration 11F: 3 clusters Score -413878.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -414266.062500 Penalty: 2761.455566
	Iteration 12F: 3 clusters Score -414266.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -414587.968750 Penalty: 2761.455566
	Iteration 13Q: 3 clusters Score -414588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -414851.281250 Penalty: 2761.455566
	Iteration 14Q: 3 clusters Score -414851.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -415011.906250 Penalty: 2761.455566
	Iteration 15Q: 3 clusters Score -415011.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -415054.312500 Penalty: 2761.455566
	Iteration 16Q: 3 clusters Score -415054.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -415065.750000 Penalty: 2761.455566
	Iteration 17Q: 3 clusters Score -415065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -415070.250000 Penalty: 2761.455566
	Iteration 18Q: 3 clusters Score -415070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -415072.687500 Penalty: 2761.455566
	Iteration 19Q: 3 clusters Score -415072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -415074.406250 Penalty: 2761.455566
	Iteration 20F: 3 clusters Score -415074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -415074.281250 Penalty: 2761.455566
	Iteration 21Q: 3 clusters Score -415074.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -415074.281250 Penalty: 2761.455566
	Iteration 22F: 3 clusters Score -415074.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316763 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4067 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58733 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
Score: -54546820.000000 Penalty: 28115.259766
Splitting cluster 8 changes total score from -54546816.000000 to -54546820.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (43040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Entering Unmasked Estep 
Score: -4015179.250000 Penalty: 1733.856445
	Iteration 0F: 2 clusters Score -4015179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3986333.000000 Penalty: 3467.712891
	Iteration 0F: 3 clusters Score -3986333 nChanged 20100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3997396.500000 Penalty: 3467.712891
	Iteration 1F: 3 clusters Score -3997396 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3997880.000000 Penalty: 3467.712891
	Iteration 2Q: 3 clusters Score -3997880 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3998489.000000 Penalty: 3467.712891
	Iteration 3Q: 3 clusters Score -3998489 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -3999354.750000 Penalty: 3467.712891
	Iteration 4Q: 3 clusters Score -3999355 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -4000471.250000 Penalty: 3467.712891
	Iteration 5Q: 3 clusters Score -4000471 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -4001755.750000 Penalty: 3467.712891
	Iteration 6F: 3 clusters Score -4001756 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4003127.000000 Penalty: 3467.712891
	Iteration 7F: 3 clusters Score -4003127 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4004504.000000 Penalty: 3467.712891
	Iteration 8F: 3 clusters Score -4004504 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4005999.000000 Penalty: 3467.712891
	Iteration 9F: 3 clusters Score -4005999 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4007294.500000 Penalty: 3467.712891
	Iteration 10F: 3 clusters Score -4007294 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4008197.000000 Penalty: 3467.712891
	Iteration 11Q: 3 clusters Score -4008197 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4008688.250000 Penalty: 3467.712891
	Iteration 12Q: 3 clusters Score -4008688 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4008963.500000 Penalty: 3467.712891
	Iteration 13Q: 3 clusters Score -4008964 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4009152.250000 Penalty: 3467.712891
	Iteration 14Q: 3 clusters Score -4009152 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4009270.750000 Penalty: 3467.712891
	Iteration 15Q: 3 clusters Score -4009271 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4009393.250000 Penalty: 3467.712891
	Iteration 16Q: 3 clusters Score -4009393 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -4009482.750000 Penalty: 3467.712891
	Iteration 17Q: 3 clusters Score -4009483 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -4009582.500000 Penalty: 3467.712891
	Iteration 18Q: 3 clusters Score -4009582 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4009657.500000 Penalty: 3467.712891
	Iteration 19Q: 3 clusters Score -4009658 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4009763.250000 Penalty: 3467.712891
	Iteration 20F: 3 clusters Score -4009763 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4009839.250000 Penalty: 3467.712891
	Iteration 21Q: 3 clusters Score -4009839 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4009912.500000 Penalty: 3467.712891
	Iteration 22Q: 3 clusters Score -4009912 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -4009967.000000 Penalty: 3467.712891
	Iteration 23Q: 3 clusters Score -4009967 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4010037.500000 Penalty: 3467.712891
	Iteration 24Q: 3 clusters Score -4010038 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4010090.250000 Penalty: 3467.712891
	Iteration 25Q: 3 clusters Score -4010090 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4010139.750000 Penalty: 3467.712891
	Iteration 26Q: 3 clusters Score -4010140 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4010173.000000 Penalty: 3467.712891
	Iteration 27Q: 3 clusters Score -4010173 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4010224.000000 Penalty: 3467.712891
	Iteration 28Q: 3 clusters Score -4010224 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4010280.750000 Penalty: 3467.712891
	Iteration 29Q: 3 clusters Score -4010281 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4010334.000000 Penalty: 3467.712891
	Iteration 30Q: 3 clusters Score -4010334 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4010392.250000 Penalty: 3467.712891
	Iteration 31Q: 3 clusters Score -4010392 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4010457.250000 Penalty: 3467.712891
	Iteration 32Q: 3 clusters Score -4010457 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4010532.000000 Penalty: 3467.712891
	Iteration 33Q: 3 clusters Score -4010532 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4010623.250000 Penalty: 3467.712891
	Iteration 34Q: 3 clusters Score -4010623 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4010729.000000 Penalty: 3467.712891
	Iteration 35Q: 3 clusters Score -4010729 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4010810.750000 Penalty: 3467.712891
	Iteration 36Q: 3 clusters Score -4010811 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4010911.500000 Penalty: 3467.712891
	Iteration 37Q: 3 clusters Score -4010912 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4011028.250000 Penalty: 3467.712891
	Iteration 38Q: 3 clusters Score -4011028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4011159.250000 Penalty: 3467.712891
	Iteration 39Q: 3 clusters Score -4011159 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4011280.500000 Penalty: 3467.712891
	Iteration 40F: 3 clusters Score -4011280 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4011399.500000 Penalty: 3467.712891
	Iteration 41Q: 3 clusters Score -4011400 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4011498.500000 Penalty: 3467.712891
	Iteration 42Q: 3 clusters Score -4011498 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4011614.750000 Penalty: 3467.712891
	Iteration 43Q: 3 clusters Score -4011615 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -4011740.500000 Penalty: 3467.712891
	Iteration 44Q: 3 clusters Score -4011740 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -4011883.500000 Penalty: 3467.712891
	Iteration 45Q: 3 clusters Score -4011884 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -4012002.500000 Penalty: 3467.712891
	Iteration 46Q: 3 clusters Score -4012002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -4012139.250000 Penalty: 3467.712891
	Iteration 47Q: 3 clusters Score -4012139 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -4012282.500000 Penalty: 3467.712891
	Iteration 48Q: 3 clusters Score -4012282 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -4012436.000000 Penalty: 3467.712891
	Iteration 49Q: 3 clusters Score -4012436 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -4012593.750000 Penalty: 3467.712891
	Iteration 50Q: 3 clusters Score -4012594 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -4012758.750000 Penalty: 3467.712891
	Iteration 51Q: 3 clusters Score -4012759 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -4012898.000000 Penalty: 3467.712891
	Iteration 52Q: 3 clusters Score -4012898 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4013011.000000 Penalty: 3467.712891
	Iteration 53Q: 3 clusters Score -4013011 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -4013113.000000 Penalty: 3467.712891
	Iteration 54Q: 3 clusters Score -4013113 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -4013185.500000 Penalty: 3467.712891
	Iteration 55Q: 3 clusters Score -4013186 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -4013272.500000 Penalty: 3467.712891
	Iteration 56Q: 3 clusters Score -4013272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -4013350.500000 Penalty: 3467.712891
	Iteration 57Q: 3 clusters Score -4013350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -4013393.250000 Penalty: 3467.712891
	Iteration 58Q: 3 clusters Score -4013393 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4013442.750000 Penalty: 3467.712891
	Iteration 59Q: 3 clusters Score -4013443 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4013482.500000 Penalty: 3467.712891
	Iteration 60F: 3 clusters Score -4013482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -4013528.000000 Penalty: 3467.712891
	Iteration 61Q: 3 clusters Score -4013528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -4013568.500000 Penalty: 3467.712891
	Iteration 62Q: 3 clusters Score -4013568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -4013590.750000 Penalty: 3467.712891
	Iteration 63Q: 3 clusters Score -4013591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -4013614.500000 Penalty: 3467.712891
	Iteration 64Q: 3 clusters Score -4013614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -4013628.250000 Penalty: 3467.712891
	Iteration 65Q: 3 clusters Score -4013628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -4013649.500000 Penalty: 3467.712891
	Iteration 66Q: 3 clusters Score -4013650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -4013668.750000 Penalty: 3467.712891
	Iteration 67Q: 3 clusters Score -4013669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -4013673.750000 Penalty: 3467.712891
	Iteration 68Q: 3 clusters Score -4013674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -4013691.500000 Penalty: 3467.712891
	Iteration 69Q: 3 clusters Score -4013692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -4013691.000000 Penalty: 3467.712891
	Iteration 70Q: 3 clusters Score -4013691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4013701.250000 Penalty: 3467.712891
	Iteration 71Q: 3 clusters Score -4013701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -4013712.500000 Penalty: 3467.712891
	Iteration 72Q: 3 clusters Score -4013712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -4013718.250000 Penalty: 3467.712891
	Iteration 73Q: 3 clusters Score -4013718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -4013727.500000 Penalty: 3467.712891
	Iteration 74Q: 3 clusters Score -4013728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -4013729.250000 Penalty: 3467.712891
	Iteration 75Q: 3 clusters Score -4013729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -4013728.250000 Penalty: 3467.712891
	Iteration 76Q: 3 clusters Score -4013728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -4013737.250000 Penalty: 3467.712891
	Iteration 77Q: 3 clusters Score -4013737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -4013741.000000 Penalty: 3467.712891
	Iteration 78Q: 3 clusters Score -4013741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -4013743.000000 Penalty: 3467.712891
	Iteration 79Q: 3 clusters Score -4013743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -4013739.250000 Penalty: 3467.712891
	Iteration 80F: 3 clusters Score -4013739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -4013740.250000 Penalty: 3467.712891
	Iteration 81Q: 3 clusters Score -4013740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -4013743.250000 Penalty: 3467.712891
	Iteration 82Q: 3 clusters Score -4013743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -4013744.750000 Penalty: 3467.712891
	Iteration 83Q: 3 clusters Score -4013745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -4013746.500000 Penalty: 3467.712891
	Iteration 84Q: 3 clusters Score -4013746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -4013744.500000 Penalty: 3467.712891
	Iteration 85Q: 3 clusters Score -4013744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -4013746.750000 Penalty: 3467.712891
	Iteration 86Q: 3 clusters Score -4013747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -4013747.750000 Penalty: 3467.712891
	Iteration 87Q: 3 clusters Score -4013748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -4013750.500000 Penalty: 3467.712891
	Iteration 88Q: 3 clusters Score -4013750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -4013760.000000 Penalty: 3467.712891
	Iteration 89Q: 3 clusters Score -4013760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -4013754.500000 Penalty: 3467.712891
	Iteration 90Q: 3 clusters Score -4013754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -4013753.750000 Penalty: 3467.712891
	Iteration 91Q: 3 clusters Score -4013754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -4013755.250000 Penalty: 3467.712891
	Iteration 92Q: 3 clusters Score -4013755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -4013757.750000 Penalty: 3467.712891
	Iteration 93Q: 3 clusters Score -4013758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -4013755.750000 Penalty: 3467.712891
	Iteration 94Q: 3 clusters Score -4013756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -4013754.500000 Penalty: 3467.712891
	Iteration 95Q: 3 clusters Score -4013754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -4013754.500000 Penalty: 3467.712891
	Iteration 96F: 3 clusters Score -4013754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Entering Unmasked Estep 
Score: -1168813.625000 Penalty: 1530.689575
	Iteration 0F: 2 clusters Score -1168814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1160176.250000 Penalty: 3061.379150
	Iteration 0F: 3 clusters Score -1160176 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1163126.500000 Penalty: 3061.379150
	Iteration 1F: 3 clusters Score -1163126 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1163479.000000 Penalty: 3061.379150
	Iteration 2F: 3 clusters Score -1163479 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1163828.375000 Penalty: 3061.379150
	Iteration 3F: 3 clusters Score -1163828 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1164194.500000 Penalty: 3061.379150
	Iteration 4F: 3 clusters Score -1164194 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1164654.625000 Penalty: 3061.379150
	Iteration 5F: 3 clusters Score -1164655 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1165178.250000 Penalty: 3061.379150
	Iteration 6F: 3 clusters Score -1165178 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1165692.375000 Penalty: 3061.379150
	Iteration 7F: 3 clusters Score -1165692 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1166187.375000 Penalty: 3061.379150
	Iteration 8F: 3 clusters Score -1166187 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1166608.750000 Penalty: 3061.379150
	Iteration 9Q: 3 clusters Score -1166609 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1166925.500000 Penalty: 3061.379150
	Iteration 10Q: 3 clusters Score -1166926 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1167112.875000 Penalty: 3061.379150
	Iteration 11Q: 3 clusters Score -1167113 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1167229.250000 Penalty: 3061.379150
	Iteration 12Q: 3 clusters Score -1167229 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1167308.500000 Penalty: 3061.379150
	Iteration 13Q: 3 clusters Score -1167308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1167363.500000 Penalty: 3061.379150
	Iteration 14Q: 3 clusters Score -1167364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1167409.750000 Penalty: 3061.379150
	Iteration 15Q: 3 clusters Score -1167410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1167442.500000 Penalty: 3061.379150
	Iteration 16Q: 3 clusters Score -1167442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1167470.250000 Penalty: 3061.379150
	Iteration 17Q: 3 clusters Score -1167470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1167492.250000 Penalty: 3061.379150
	Iteration 18Q: 3 clusters Score -1167492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1167511.500000 Penalty: 3061.379150
	Iteration 19Q: 3 clusters Score -1167512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1167535.750000 Penalty: 3061.379150
	Iteration 20F: 3 clusters Score -1167536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1167545.250000 Penalty: 3061.379150
	Iteration 21Q: 3 clusters Score -1167545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1167562.125000 Penalty: 3061.379150
	Iteration 22Q: 3 clusters Score -1167562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1167579.375000 Penalty: 3061.379150
	Iteration 23Q: 3 clusters Score -1167579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1167594.125000 Penalty: 3061.379150
	Iteration 24Q: 3 clusters Score -1167594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1167612.000000 Penalty: 3061.379150
	Iteration 25Q: 3 clusters Score -1167612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1167619.750000 Penalty: 3061.379150
	Iteration 26Q: 3 clusters Score -1167620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1167626.875000 Penalty: 3061.379150
	Iteration 27Q: 3 clusters Score -1167627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1167633.375000 Penalty: 3061.379150
	Iteration 28Q: 3 clusters Score -1167633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1167640.125000 Penalty: 3061.379150
	Iteration 29Q: 3 clusters Score -1167640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1167651.750000 Penalty: 3061.379150
	Iteration 30Q: 3 clusters Score -1167652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1167660.625000 Penalty: 3061.379150
	Iteration 31Q: 3 clusters Score -1167661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1167663.375000 Penalty: 3061.379150
	Iteration 32Q: 3 clusters Score -1167663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1167666.375000 Penalty: 3061.379150
	Iteration 33Q: 3 clusters Score -1167666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1167668.000000 Penalty: 3061.379150
	Iteration 34Q: 3 clusters Score -1167668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1167671.500000 Penalty: 3061.379150
	Iteration 35Q: 3 clusters Score -1167672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1167671.875000 Penalty: 3061.379150
	Iteration 36Q: 3 clusters Score -1167672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1167673.000000 Penalty: 3061.379150
	Iteration 37Q: 3 clusters Score -1167673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1167672.750000 Penalty: 3061.379150
	Iteration 38Q: 3 clusters Score -1167673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1167673.125000 Penalty: 3061.379150
	Iteration 39Q: 3 clusters Score -1167673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1167673.125000 Penalty: 3061.379150
	Iteration 40F: 3 clusters Score -1167673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Entering Unmasked Estep 
Score: -5493342.500000 Penalty: 1784.372925
	Iteration 0F: 2 clusters Score -5493342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5454046.000000 Penalty: 3568.745850
	Iteration 0F: 3 clusters Score -5454046 nChanged 27711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5469789.000000 Penalty: 3568.745850
	Iteration 1F: 3 clusters Score -5469789 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -5470768.000000 Penalty: 3568.745850
	Iteration 2Q: 3 clusters Score -5470768 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5472351.500000 Penalty: 3568.745850
	Iteration 3F: 3 clusters Score -5472352 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5475274.000000 Penalty: 3568.745850
	Iteration 4F: 3 clusters Score -5475274 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5479683.500000 Penalty: 3568.745850
	Iteration 5F: 3 clusters Score -5479684 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5484760.000000 Penalty: 3568.745850
	Iteration 6F: 3 clusters Score -5484760 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5488665.500000 Penalty: 3568.745850
	Iteration 7F: 3 clusters Score -5488666 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5490699.500000 Penalty: 3568.745850
	Iteration 8Q: 3 clusters Score -5490700 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5491534.000000 Penalty: 3568.745850
	Iteration 9Q: 3 clusters Score -5491534 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5491881.000000 Penalty: 3568.745850
	Iteration 10Q: 3 clusters Score -5491881 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5492033.000000 Penalty: 3568.745850
	Iteration 11Q: 3 clusters Score -5492033 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5492118.000000 Penalty: 3568.745850
	Iteration 12Q: 3 clusters Score -5492118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5492157.000000 Penalty: 3568.745850
	Iteration 13Q: 3 clusters Score -5492157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5492175.500000 Penalty: 3568.745850
	Iteration 14Q: 3 clusters Score -5492176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5492179.000000 Penalty: 3568.745850
	Iteration 15Q: 3 clusters Score -5492179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5492205.500000 Penalty: 3568.745850
	Iteration 16Q: 3 clusters Score -5492206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5492207.000000 Penalty: 3568.745850
	Iteration 17Q: 3 clusters Score -5492207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5492201.500000 Penalty: 3568.745850
	Iteration 18Q: 3 clusters Score -5492202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5492204.000000 Penalty: 3568.745850
	Iteration 19Q: 3 clusters Score -5492204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5492209.500000 Penalty: 3568.745850
	Iteration 20F: 3 clusters Score -5492210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Entering Unmasked Estep 
Score: -1371341.250000 Penalty: 1559.041992
	Iteration 0F: 2 clusters Score -1371341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1361153.750000 Penalty: 3118.083984
	Iteration 0F: 3 clusters Score -1361154 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1364586.250000 Penalty: 3118.083984
	Iteration 1F: 3 clusters Score -1364586 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1364856.500000 Penalty: 3118.083984
	Iteration 2F: 3 clusters Score -1364856 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1365101.625000 Penalty: 3118.083984
	Iteration 3Q: 3 clusters Score -1365102 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1365373.125000 Penalty: 3118.083984
	Iteration 4Q: 3 clusters Score -1365373 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1365719.750000 Penalty: 3118.083984
	Iteration 5Q: 3 clusters Score -1365720 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1366172.375000 Penalty: 3118.083984
	Iteration 6Q: 3 clusters Score -1366172 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1366694.000000 Penalty: 3118.083984
	Iteration 7Q: 3 clusters Score -1366694 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1367294.125000 Penalty: 3118.083984
	Iteration 8Q: 3 clusters Score -1367294 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1367807.875000 Penalty: 3118.083984
	Iteration 9Q: 3 clusters Score -1367808 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1368256.250000 Penalty: 3118.083984
	Iteration 10Q: 3 clusters Score -1368256 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1368590.875000 Penalty: 3118.083984
	Iteration 11Q: 3 clusters Score -1368591 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1368832.500000 Penalty: 3118.083984
	Iteration 12Q: 3 clusters Score -1368832 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1368989.375000 Penalty: 3118.083984
	Iteration 13Q: 3 clusters Score -1368989 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1369095.500000 Penalty: 3118.083984
	Iteration 14Q: 3 clusters Score -1369096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1369179.875000 Penalty: 3118.083984
	Iteration 15Q: 3 clusters Score -1369180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1369245.000000 Penalty: 3118.083984
	Iteration 16Q: 3 clusters Score -1369245 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1369296.875000 Penalty: 3118.083984
	Iteration 17Q: 3 clusters Score -1369297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1369348.000000 Penalty: 3118.083984
	Iteration 18Q: 3 clusters Score -1369348 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1369403.750000 Penalty: 3118.083984
	Iteration 19Q: 3 clusters Score -1369404 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1369450.625000 Penalty: 3118.083984
	Iteration 20F: 3 clusters Score -1369451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1369505.625000 Penalty: 3118.083984
	Iteration 21Q: 3 clusters Score -1369506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1369549.000000 Penalty: 3118.083984
	Iteration 22Q: 3 clusters Score -1369549 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1369585.375000 Penalty: 3118.083984
	Iteration 23Q: 3 clusters Score -1369585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1369621.500000 Penalty: 3118.083984
	Iteration 24Q: 3 clusters Score -1369622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1369652.625000 Penalty: 3118.083984
	Iteration 25Q: 3 clusters Score -1369653 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1369685.000000 Penalty: 3118.083984
	Iteration 26Q: 3 clusters Score -1369685 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1369714.125000 Penalty: 3118.083984
	Iteration 27Q: 3 clusters Score -1369714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1369745.500000 Penalty: 3118.083984
	Iteration 28Q: 3 clusters Score -1369746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1369772.625000 Penalty: 3118.083984
	Iteration 29Q: 3 clusters Score -1369773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1369802.125000 Penalty: 3118.083984
	Iteration 30Q: 3 clusters Score -1369802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1369831.375000 Penalty: 3118.083984
	Iteration 31Q: 3 clusters Score -1369831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1369859.500000 Penalty: 3118.083984
	Iteration 32Q: 3 clusters Score -1369860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1369881.750000 Penalty: 3118.083984
	Iteration 33Q: 3 clusters Score -1369882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1369895.500000 Penalty: 3118.083984
	Iteration 34Q: 3 clusters Score -1369896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1369920.500000 Penalty: 3118.083984
	Iteration 35Q: 3 clusters Score -1369920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1369942.000000 Penalty: 3118.083984
	Iteration 36Q: 3 clusters Score -1369942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1369955.375000 Penalty: 3118.083984
	Iteration 37Q: 3 clusters Score -1369955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1369963.750000 Penalty: 3118.083984
	Iteration 38Q: 3 clusters Score -1369964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1369969.250000 Penalty: 3118.083984
	Iteration 39Q: 3 clusters Score -1369969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1369976.250000 Penalty: 3118.083984
	Iteration 40F: 3 clusters Score -1369976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1369981.250000 Penalty: 3118.083984
	Iteration 41Q: 3 clusters Score -1369981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1369982.375000 Penalty: 3118.083984
	Iteration 42Q: 3 clusters Score -1369982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1369988.500000 Penalty: 3118.083984
	Iteration 43Q: 3 clusters Score -1369988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1369990.875000 Penalty: 3118.083984
	Iteration 44Q: 3 clusters Score -1369991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1369994.375000 Penalty: 3118.083984
	Iteration 45Q: 3 clusters Score -1369994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1369993.250000 Penalty: 3118.083984
	Iteration 46Q: 3 clusters Score -1369993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1369996.875000 Penalty: 3118.083984
	Iteration 47Q: 3 clusters Score -1369997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1369998.875000 Penalty: 3118.083984
	Iteration 48Q: 3 clusters Score -1369999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1370000.875000 Penalty: 3118.083984
	Iteration 49Q: 3 clusters Score -1370001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1369999.875000 Penalty: 3118.083984
	Iteration 50Q: 3 clusters Score -1370000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1370000.125000 Penalty: 3118.083984
	Iteration 51Q: 3 clusters Score -1370000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1370000.125000 Penalty: 3118.083984
	Iteration 52F: 3 clusters Score -1370000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Entering Unmasked Estep 
Score: -3374641.750000 Penalty: 1705.458252
	Iteration 0F: 2 clusters Score -3374642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3350422.750000 Penalty: 3410.916504
	Iteration 0F: 3 clusters Score -3350423 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3360171.500000 Penalty: 3410.916504
	Iteration 1F: 3 clusters Score -3360172 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3361216.750000 Penalty: 3410.916504
	Iteration 2F: 3 clusters Score -3361217 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3362838.250000 Penalty: 3410.916504
	Iteration 3F: 3 clusters Score -3362838 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3365222.250000 Penalty: 3410.916504
	Iteration 4F: 3 clusters Score -3365222 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3368228.750000 Penalty: 3410.916504
	Iteration 5F: 3 clusters Score -3368229 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3370691.250000 Penalty: 3410.916504
	Iteration 6F: 3 clusters Score -3370691 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3372107.000000 Penalty: 3410.916504
	Iteration 7Q: 3 clusters Score -3372107 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3372750.500000 Penalty: 3410.916504
	Iteration 8Q: 3 clusters Score -3372750 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3372949.250000 Penalty: 3410.916504
	Iteration 9Q: 3 clusters Score -3372949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3373046.750000 Penalty: 3410.916504
	Iteration 10Q: 3 clusters Score -3373047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3373097.000000 Penalty: 3410.916504
	Iteration 11Q: 3 clusters Score -3373097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3373110.000000 Penalty: 3410.916504
	Iteration 12Q: 3 clusters Score -3373110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3373132.250000 Penalty: 3410.916504
	Iteration 13Q: 3 clusters Score -3373132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3373137.250000 Penalty: 3410.916504
	Iteration 14Q: 3 clusters Score -3373137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3373142.500000 Penalty: 3410.916504
	Iteration 15Q: 3 clusters Score -3373142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3373141.750000 Penalty: 3410.916504
	Iteration 16Q: 3 clusters Score -3373142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3373146.000000 Penalty: 3410.916504
	Iteration 17Q: 3 clusters Score -3373146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3373147.750000 Penalty: 3410.916504
	Iteration 18Q: 3 clusters Score -3373148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3373147.750000 Penalty: 3410.916504
	Iteration 19F: 3 clusters Score -3373148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Entering Unmasked Estep 
Score: -2096998.375000 Penalty: 1634.280396
	Iteration 0F: 2 clusters Score -2096998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2081159.500000 Penalty: 3268.560791
	Iteration 0F: 3 clusters Score -2081160 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2086879.500000 Penalty: 3268.560791
	Iteration 1F: 3 clusters Score -2086880 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2087151.000000 Penalty: 3268.560791
	Iteration 2Q: 3 clusters Score -2087151 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2087387.375000 Penalty: 3268.560791
	Iteration 3Q: 3 clusters Score -2087387 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2087615.625000 Penalty: 3268.560791
	Iteration 4Q: 3 clusters Score -2087616 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2087832.000000 Penalty: 3268.560791
	Iteration 5Q: 3 clusters Score -2087832 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2088110.250000 Penalty: 3268.560791
	Iteration 6Q: 3 clusters Score -2088110 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2088425.625000 Penalty: 3268.560791
	Iteration 7Q: 3 clusters Score -2088426 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2088885.500000 Penalty: 3268.560791
	Iteration 8Q: 3 clusters Score -2088886 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2089530.250000 Penalty: 3268.560791
	Iteration 9Q: 3 clusters Score -2089530 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2090307.875000 Penalty: 3268.560791
	Iteration 10Q: 3 clusters Score -2090308 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2091003.125000 Penalty: 3268.560791
	Iteration 11Q: 3 clusters Score -2091003 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2091585.500000 Penalty: 3268.560791
	Iteration 12Q: 3 clusters Score -2091586 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2092066.000000 Penalty: 3268.560791
	Iteration 13Q: 3 clusters Score -2092066 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2092504.875000 Penalty: 3268.560791
	Iteration 14Q: 3 clusters Score -2092505 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2092929.750000 Penalty: 3268.560791
	Iteration 15Q: 3 clusters Score -2092930 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2093302.125000 Penalty: 3268.560791
	Iteration 16Q: 3 clusters Score -2093302 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2093704.625000 Penalty: 3268.560791
	Iteration 17Q: 3 clusters Score -2093705 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2094068.125000 Penalty: 3268.560791
	Iteration 18Q: 3 clusters Score -2094068 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2094391.875000 Penalty: 3268.560791
	Iteration 19Q: 3 clusters Score -2094392 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2094617.000000 Penalty: 3268.560791
	Iteration 20F: 3 clusters Score -2094617 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2094818.750000 Penalty: 3268.560791
	Iteration 21Q: 3 clusters Score -2094819 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2094980.375000 Penalty: 3268.560791
	Iteration 22Q: 3 clusters Score -2094980 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2095103.625000 Penalty: 3268.560791
	Iteration 23Q: 3 clusters Score -2095104 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2095205.625000 Penalty: 3268.560791
	Iteration 24Q: 3 clusters Score -2095206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2095296.250000 Penalty: 3268.560791
	Iteration 25Q: 3 clusters Score -2095296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2095371.750000 Penalty: 3268.560791
	Iteration 26Q: 3 clusters Score -2095372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2095436.875000 Penalty: 3268.560791
	Iteration 27Q: 3 clusters Score -2095437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2095483.625000 Penalty: 3268.560791
	Iteration 28Q: 3 clusters Score -2095484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2095514.375000 Penalty: 3268.560791
	Iteration 29Q: 3 clusters Score -2095514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2095544.250000 Penalty: 3268.560791
	Iteration 30Q: 3 clusters Score -2095544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2095555.875000 Penalty: 3268.560791
	Iteration 31Q: 3 clusters Score -2095556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2095568.250000 Penalty: 3268.560791
	Iteration 32Q: 3 clusters Score -2095568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2095589.625000 Penalty: 3268.560791
	Iteration 33Q: 3 clusters Score -2095590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2095601.625000 Penalty: 3268.560791
	Iteration 34Q: 3 clusters Score -2095602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2095613.125000 Penalty: 3268.560791
	Iteration 35Q: 3 clusters Score -2095613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2095620.875000 Penalty: 3268.560791
	Iteration 36Q: 3 clusters Score -2095621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2095629.250000 Penalty: 3268.560791
	Iteration 37Q: 3 clusters Score -2095629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2095631.625000 Penalty: 3268.560791
	Iteration 38Q: 3 clusters Score -2095632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2095636.500000 Penalty: 3268.560791
	Iteration 39Q: 3 clusters Score -2095636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2095637.875000 Penalty: 3268.560791
	Iteration 40F: 3 clusters Score -2095638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2095640.750000 Penalty: 3268.560791
	Iteration 41Q: 3 clusters Score -2095641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2095644.375000 Penalty: 3268.560791
	Iteration 42Q: 3 clusters Score -2095644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2095644.250000 Penalty: 3268.560791
	Iteration 43Q: 3 clusters Score -2095644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2095644.750000 Penalty: 3268.560791
	Iteration 44Q: 3 clusters Score -2095645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2095642.750000 Penalty: 3268.560791
	Iteration 45Q: 3 clusters Score -2095643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2095642.500000 Penalty: 3268.560791
	Iteration 46Q: 3 clusters Score -2095642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2095643.875000 Penalty: 3268.560791
	Iteration 47Q: 3 clusters Score -2095644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2095645.875000 Penalty: 3268.560791
	Iteration 48Q: 3 clusters Score -2095646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2095644.750000 Penalty: 3268.560791
	Iteration 49Q: 3 clusters Score -2095645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2095647.625000 Penalty: 3268.560791
	Iteration 50Q: 3 clusters Score -2095648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2095648.625000 Penalty: 3268.560791
	Iteration 51Q: 3 clusters Score -2095649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2095649.500000 Penalty: 3268.560791
	Iteration 52Q: 3 clusters Score -2095650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2095649.750000 Penalty: 3268.560791
	Iteration 53Q: 3 clusters Score -2095650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2095651.375000 Penalty: 3268.560791
	Iteration 54Q: 3 clusters Score -2095651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2095654.250000 Penalty: 3268.560791
	Iteration 55Q: 3 clusters Score -2095654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2095655.750000 Penalty: 3268.560791
	Iteration 56Q: 3 clusters Score -2095656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2095654.625000 Penalty: 3268.560791
	Iteration 57Q: 3 clusters Score -2095655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2095654.625000 Penalty: 3268.560791
	Iteration 58F: 3 clusters Score -2095655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Entering Unmasked Estep 
Score: -3827889.250000 Penalty: 1725.933960
	Iteration 0F: 2 clusters Score -3827889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3800346.750000 Penalty: 3451.867920
	Iteration 0F: 3 clusters Score -3800347 nChanged 19114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3811455.500000 Penalty: 3451.867920
	Iteration 1F: 3 clusters Score -3811456 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3812235.500000 Penalty: 3451.867920
	Iteration 2Q: 3 clusters Score -3812236 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3813345.500000 Penalty: 3451.867920
	Iteration 3F: 3 clusters Score -3813346 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3814885.750000 Penalty: 3451.867920
	Iteration 4F: 3 clusters Score -3814886 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3817210.750000 Penalty: 3451.867920
	Iteration 5F: 3 clusters Score -3817211 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -3820165.500000 Penalty: 3451.867920
	Iteration 6F: 3 clusters Score -3820166 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -3823017.750000 Penalty: 3451.867920
	Iteration 7F: 3 clusters Score -3823018 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -3825100.750000 Penalty: 3451.867920
	Iteration 8F: 3 clusters Score -3825101 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -3826216.500000 Penalty: 3451.867920
	Iteration 9Q: 3 clusters Score -3826216 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -3826687.500000 Penalty: 3451.867920
	Iteration 10Q: 3 clusters Score -3826688 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -3826914.500000 Penalty: 3451.867920
	Iteration 11Q: 3 clusters Score -3826914 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -3827022.000000 Penalty: 3451.867920
	Iteration 12Q: 3 clusters Score -3827022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -3827075.500000 Penalty: 3451.867920
	Iteration 13Q: 3 clusters Score -3827076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -3827099.250000 Penalty: 3451.867920
	Iteration 14Q: 3 clusters Score -3827099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -3827115.250000 Penalty: 3451.867920
	Iteration 15Q: 3 clusters Score -3827115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -3827129.500000 Penalty: 3451.867920
	Iteration 16Q: 3 clusters Score -3827130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -3827129.000000 Penalty: 3451.867920
	Iteration 17Q: 3 clusters Score -3827129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -3827129.500000 Penalty: 3451.867920
	Iteration 18Q: 3 clusters Score -3827130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -3827133.500000 Penalty: 3451.867920
	Iteration 19Q: 3 clusters Score -3827134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -3827129.500000 Penalty: 3451.867920
	Iteration 20F: 3 clusters Score -3827130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -3827133.500000 Penalty: 3451.867920
	Iteration 21Q: 3 clusters Score -3827134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -3827137.500000 Penalty: 3451.867920
	Iteration 22Q: 3 clusters Score -3827138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -3827136.500000 Penalty: 3451.867920
	Iteration 23Q: 3 clusters Score -3827136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -3827137.500000 Penalty: 3451.867920
	Iteration 24Q: 3 clusters Score -3827138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -3827137.500000 Penalty: 3451.867920
	Iteration 25F: 3 clusters Score -3827138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Entering Unmasked Estep 
Score: -1944149.875000 Penalty: 1615.455566
	Iteration 0F: 2 clusters Score -1944150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1930096.750000 Penalty: 3230.911133
	Iteration 0F: 3 clusters Score -1930097 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1935341.375000 Penalty: 3230.911133
	Iteration 1F: 3 clusters Score -1935341 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1935826.000000 Penalty: 3230.911133
	Iteration 2F: 3 clusters Score -1935826 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1936436.875000 Penalty: 3230.911133
	Iteration 3Q: 3 clusters Score -1936437 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1937048.000000 Penalty: 3230.911133
	Iteration 4F: 3 clusters Score -1937048 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1937718.875000 Penalty: 3230.911133
	Iteration 5F: 3 clusters Score -1937719 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1938503.375000 Penalty: 3230.911133
	Iteration 6F: 3 clusters Score -1938503 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1939366.750000 Penalty: 3230.911133
	Iteration 7F: 3 clusters Score -1939367 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1940224.250000 Penalty: 3230.911133
	Iteration 8F: 3 clusters Score -1940224 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1940827.750000 Penalty: 3230.911133
	Iteration 9F: 3 clusters Score -1940828 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1941186.750000 Penalty: 3230.911133
	Iteration 10Q: 3 clusters Score -1941187 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1941363.375000 Penalty: 3230.911133
	Iteration 11Q: 3 clusters Score -1941363 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1941482.125000 Penalty: 3230.911133
	Iteration 12Q: 3 clusters Score -1941482 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1941575.500000 Penalty: 3230.911133
	Iteration 13Q: 3 clusters Score -1941576 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1941667.750000 Penalty: 3230.911133
	Iteration 14Q: 3 clusters Score -1941668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1941728.000000 Penalty: 3230.911133
	Iteration 15Q: 3 clusters Score -1941728 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1941780.625000 Penalty: 3230.911133
	Iteration 16Q: 3 clusters Score -1941781 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1941810.500000 Penalty: 3230.911133
	Iteration 17Q: 3 clusters Score -1941810 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1941837.250000 Penalty: 3230.911133
	Iteration 18Q: 3 clusters Score -1941837 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1941872.750000 Penalty: 3230.911133
	Iteration 19Q: 3 clusters Score -1941873 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1941903.875000 Penalty: 3230.911133
	Iteration 20F: 3 clusters Score -1941904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1941932.000000 Penalty: 3230.911133
	Iteration 21Q: 3 clusters Score -1941932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1941953.500000 Penalty: 3230.911133
	Iteration 22Q: 3 clusters Score -1941954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1941975.500000 Penalty: 3230.911133
	Iteration 23Q: 3 clusters Score -1941976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1942008.875000 Penalty: 3230.911133
	Iteration 24Q: 3 clusters Score -1942009 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1942020.125000 Penalty: 3230.911133
	Iteration 25Q: 3 clusters Score -1942020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1942047.625000 Penalty: 3230.911133
	Iteration 26Q: 3 clusters Score -1942048 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1942057.750000 Penalty: 3230.911133
	Iteration 27Q: 3 clusters Score -1942058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1942085.125000 Penalty: 3230.911133
	Iteration 28Q: 3 clusters Score -1942085 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1942108.125000 Penalty: 3230.911133
	Iteration 29Q: 3 clusters Score -1942108 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1942122.625000 Penalty: 3230.911133
	Iteration 30Q: 3 clusters Score -1942123 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1942142.625000 Penalty: 3230.911133
	Iteration 31Q: 3 clusters Score -1942143 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1942158.375000 Penalty: 3230.911133
	Iteration 32Q: 3 clusters Score -1942158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1942175.875000 Penalty: 3230.911133
	Iteration 33Q: 3 clusters Score -1942176 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1942192.375000 Penalty: 3230.911133
	Iteration 34Q: 3 clusters Score -1942192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1942209.375000 Penalty: 3230.911133
	Iteration 35Q: 3 clusters Score -1942209 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1942224.500000 Penalty: 3230.911133
	Iteration 36Q: 3 clusters Score -1942224 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1942248.875000 Penalty: 3230.911133
	Iteration 37Q: 3 clusters Score -1942249 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1942269.375000 Penalty: 3230.911133
	Iteration 38Q: 3 clusters Score -1942269 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1942288.000000 Penalty: 3230.911133
	Iteration 39Q: 3 clusters Score -1942288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1942312.875000 Penalty: 3230.911133
	Iteration 40F: 3 clusters Score -1942313 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1942341.750000 Penalty: 3230.911133
	Iteration 41Q: 3 clusters Score -1942342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1942371.250000 Penalty: 3230.911133
	Iteration 42Q: 3 clusters Score -1942371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1942406.125000 Penalty: 3230.911133
	Iteration 43Q: 3 clusters Score -1942406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1942439.375000 Penalty: 3230.911133
	Iteration 44Q: 3 clusters Score -1942439 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1942465.875000 Penalty: 3230.911133
	Iteration 45Q: 3 clusters Score -1942466 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1942504.125000 Penalty: 3230.911133
	Iteration 46Q: 3 clusters Score -1942504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1942546.750000 Penalty: 3230.911133
	Iteration 47Q: 3 clusters Score -1942547 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1942589.500000 Penalty: 3230.911133
	Iteration 48Q: 3 clusters Score -1942590 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1942626.500000 Penalty: 3230.911133
	Iteration 49Q: 3 clusters Score -1942626 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1942667.750000 Penalty: 3230.911133
	Iteration 50Q: 3 clusters Score -1942668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1942708.375000 Penalty: 3230.911133
	Iteration 51Q: 3 clusters Score -1942708 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1942747.125000 Penalty: 3230.911133
	Iteration 52Q: 3 clusters Score -1942747 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1942779.000000 Penalty: 3230.911133
	Iteration 53Q: 3 clusters Score -1942779 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1942805.375000 Penalty: 3230.911133
	Iteration 54Q: 3 clusters Score -1942805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1942843.875000 Penalty: 3230.911133
	Iteration 55Q: 3 clusters Score -1942844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1942875.375000 Penalty: 3230.911133
	Iteration 56Q: 3 clusters Score -1942875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1942903.500000 Penalty: 3230.911133
	Iteration 57Q: 3 clusters Score -1942904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1942927.000000 Penalty: 3230.911133
	Iteration 58Q: 3 clusters Score -1942927 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1942941.750000 Penalty: 3230.911133
	Iteration 59Q: 3 clusters Score -1942942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1942971.875000 Penalty: 3230.911133
	Iteration 60F: 3 clusters Score -1942972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1942985.500000 Penalty: 3230.911133
	Iteration 61Q: 3 clusters Score -1942986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1943005.250000 Penalty: 3230.911133
	Iteration 62Q: 3 clusters Score -1943005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1943026.625000 Penalty: 3230.911133
	Iteration 63Q: 3 clusters Score -1943027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1943042.125000 Penalty: 3230.911133
	Iteration 64Q: 3 clusters Score -1943042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1943053.250000 Penalty: 3230.911133
	Iteration 65Q: 3 clusters Score -1943053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1943069.000000 Penalty: 3230.911133
	Iteration 66Q: 3 clusters Score -1943069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1943088.750000 Penalty: 3230.911133
	Iteration 67Q: 3 clusters Score -1943089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1943097.250000 Penalty: 3230.911133
	Iteration 68Q: 3 clusters Score -1943097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1943107.125000 Penalty: 3230.911133
	Iteration 69Q: 3 clusters Score -1943107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1943120.625000 Penalty: 3230.911133
	Iteration 70Q: 3 clusters Score -1943121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1943127.875000 Penalty: 3230.911133
	Iteration 71Q: 3 clusters Score -1943128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1943135.250000 Penalty: 3230.911133
	Iteration 72Q: 3 clusters Score -1943135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1943146.375000 Penalty: 3230.911133
	Iteration 73Q: 3 clusters Score -1943146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1943148.125000 Penalty: 3230.911133
	Iteration 74Q: 3 clusters Score -1943148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1943152.625000 Penalty: 3230.911133
	Iteration 75Q: 3 clusters Score -1943153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1943164.000000 Penalty: 3230.911133
	Iteration 76Q: 3 clusters Score -1943164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1943163.375000 Penalty: 3230.911133
	Iteration 77Q: 3 clusters Score -1943163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1943166.750000 Penalty: 3230.911133
	Iteration 78Q: 3 clusters Score -1943167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1943171.125000 Penalty: 3230.911133
	Iteration 79Q: 3 clusters Score -1943171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1943175.375000 Penalty: 3230.911133
	Iteration 80F: 3 clusters Score -1943175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1943180.750000 Penalty: 3230.911133
	Iteration 81Q: 3 clusters Score -1943181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1943186.750000 Penalty: 3230.911133
	Iteration 82Q: 3 clusters Score -1943187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1943192.375000 Penalty: 3230.911133
	Iteration 83Q: 3 clusters Score -1943192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1943195.875000 Penalty: 3230.911133
	Iteration 84Q: 3 clusters Score -1943196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1943199.125000 Penalty: 3230.911133
	Iteration 85Q: 3 clusters Score -1943199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1943209.500000 Penalty: 3230.911133
	Iteration 86Q: 3 clusters Score -1943210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1943212.625000 Penalty: 3230.911133
	Iteration 87Q: 3 clusters Score -1943213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1943216.250000 Penalty: 3230.911133
	Iteration 88Q: 3 clusters Score -1943216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1943230.625000 Penalty: 3230.911133
	Iteration 89Q: 3 clusters Score -1943231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1943234.750000 Penalty: 3230.911133
	Iteration 90Q: 3 clusters Score -1943235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1943240.625000 Penalty: 3230.911133
	Iteration 91Q: 3 clusters Score -1943241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1943242.875000 Penalty: 3230.911133
	Iteration 92Q: 3 clusters Score -1943243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1943245.000000 Penalty: 3230.911133
	Iteration 93Q: 3 clusters Score -1943245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1943247.750000 Penalty: 3230.911133
	Iteration 94Q: 3 clusters Score -1943248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1943254.875000 Penalty: 3230.911133
	Iteration 95Q: 3 clusters Score -1943255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1943251.000000 Penalty: 3230.911133
	Iteration 96Q: 3 clusters Score -1943251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1943253.000000 Penalty: 3230.911133
	Iteration 97Q: 3 clusters Score -1943253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1943252.125000 Penalty: 3230.911133
	Iteration 98Q: 3 clusters Score -1943252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1943257.875000 Penalty: 3230.911133
	Iteration 99Q: 3 clusters Score -1943258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1943253.375000 Penalty: 3230.911133
	Iteration 100F: 3 clusters Score -1943253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1943254.500000 Penalty: 3230.911133
	Iteration 101Q: 3 clusters Score -1943254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1943255.125000 Penalty: 3230.911133
	Iteration 102Q: 3 clusters Score -1943255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1943256.250000 Penalty: 3230.911133
	Iteration 103Q: 3 clusters Score -1943256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1943261.125000 Penalty: 3230.911133
	Iteration 104Q: 3 clusters Score -1943261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1943259.875000 Penalty: 3230.911133
	Iteration 105Q: 3 clusters Score -1943260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1943264.000000 Penalty: 3230.911133
	Iteration 106Q: 3 clusters Score -1943264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1943262.875000 Penalty: 3230.911133
	Iteration 107Q: 3 clusters Score -1943263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1943267.625000 Penalty: 3230.911133
	Iteration 108Q: 3 clusters Score -1943268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1943271.125000 Penalty: 3230.911133
	Iteration 109Q: 3 clusters Score -1943271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1943267.750000 Penalty: 3230.911133
	Iteration 110Q: 3 clusters Score -1943268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1943270.625000 Penalty: 3230.911133
	Iteration 111Q: 3 clusters Score -1943271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1943272.500000 Penalty: 3230.911133
	Iteration 112Q: 3 clusters Score -1943272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1943274.500000 Penalty: 3230.911133
	Iteration 113Q: 3 clusters Score -1943274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1943271.250000 Penalty: 3230.911133
	Iteration 114Q: 3 clusters Score -1943271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1943272.250000 Penalty: 3230.911133
	Iteration 115Q: 3 clusters Score -1943272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1943275.625000 Penalty: 3230.911133
	Iteration 116Q: 3 clusters Score -1943276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1943274.625000 Penalty: 3230.911133
	Iteration 117Q: 3 clusters Score -1943275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1943277.500000 Penalty: 3230.911133
	Iteration 118Q: 3 clusters Score -1943278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1943278.000000 Penalty: 3230.911133
	Iteration 119Q: 3 clusters Score -1943278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1943277.625000 Penalty: 3230.911133
	Iteration 120F: 3 clusters Score -1943278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1943281.000000 Penalty: 3230.911133
	Iteration 121Q: 3 clusters Score -1943281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1943280.625000 Penalty: 3230.911133
	Iteration 122Q: 3 clusters Score -1943281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1943282.375000 Penalty: 3230.911133
	Iteration 123Q: 3 clusters Score -1943282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1943283.250000 Penalty: 3230.911133
	Iteration 124Q: 3 clusters Score -1943283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1943284.125000 Penalty: 3230.911133
	Iteration 125Q: 3 clusters Score -1943284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1943281.875000 Penalty: 3230.911133
	Iteration 126Q: 3 clusters Score -1943282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1943284.125000 Penalty: 3230.911133
	Iteration 127Q: 3 clusters Score -1943284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1943285.250000 Penalty: 3230.911133
	Iteration 128Q: 3 clusters Score -1943285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1943285.250000 Penalty: 3230.911133
	Iteration 129Q: 3 clusters Score -1943285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1943288.000000 Penalty: 3230.911133
	Iteration 130Q: 3 clusters Score -1943288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1943287.375000 Penalty: 3230.911133
	Iteration 131Q: 3 clusters Score -1943287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1943286.000000 Penalty: 3230.911133
	Iteration 132Q: 3 clusters Score -1943286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1943289.750000 Penalty: 3230.911133
	Iteration 133Q: 3 clusters Score -1943290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1943292.375000 Penalty: 3230.911133
	Iteration 134Q: 3 clusters Score -1943292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1943294.375000 Penalty: 3230.911133
	Iteration 135Q: 3 clusters Score -1943294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1943298.125000 Penalty: 3230.911133
	Iteration 136Q: 3 clusters Score -1943298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1943295.000000 Penalty: 3230.911133
	Iteration 137Q: 3 clusters Score -1943295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1943296.750000 Penalty: 3230.911133
	Iteration 138Q: 3 clusters Score -1943297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1943298.125000 Penalty: 3230.911133
	Iteration 139Q: 3 clusters Score -1943298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1943295.875000 Penalty: 3230.911133
	Iteration 140F: 3 clusters Score -1943296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1943297.875000 Penalty: 3230.911133
	Iteration 141Q: 3 clusters Score -1943298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1943301.125000 Penalty: 3230.911133
	Iteration 142Q: 3 clusters Score -1943301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1943297.125000 Penalty: 3230.911133
	Iteration 143Q: 3 clusters Score -1943297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1943298.125000 Penalty: 3230.911133
	Iteration 144Q: 3 clusters Score -1943298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1943297.125000 Penalty: 3230.911133
	Iteration 145Q: 3 clusters Score -1943297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1943299.375000 Penalty: 3230.911133
	Iteration 146Q: 3 clusters Score -1943299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1943304.500000 Penalty: 3230.911133
	Iteration 147Q: 3 clusters Score -1943304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1943303.000000 Penalty: 3230.911133
	Iteration 148Q: 3 clusters Score -1943303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1943303.625000 Penalty: 3230.911133
	Iteration 149Q: 3 clusters Score -1943304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1943303.625000 Penalty: 3230.911133
	Iteration 150F: 3 clusters Score -1943304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316763 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 4067 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58733 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 36139 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547232.000000 Penalty: 28115.259766
Iteration 227F: 14 clusters Score -5.454723e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316676 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 955 members 
Mstep: Class 7 contains 29525 members 
Mstep: Class 8 contains 4025 members 
Mstep: Class 9 contains 43034 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 13 contains 58714 members 
Mstep: Class 14 contains 14674 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23389 members 
Mstep: Class 18 contains 40983 members 
Mstep: Class 19 contains 20764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547368.000000 Penalty: 28115.259766
Iteration 228Q: 14 clusters Score -5.454737e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316652 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 7 contains 29531 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 43025 members 
Mstep: Class 10 contains 12325 members 
Mstep: Class 13 contains 58693 members 
Mstep: Class 14 contains 14672 members 
Mstep: Class 15 contains 36122 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 40985 members 
Mstep: Class 19 contains 20764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547484.000000 Penalty: 28115.259766
Iteration 229Q: 14 clusters Score -5.454748e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316629 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 7 contains 29537 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 43016 members 
Mstep: Class 10 contains 12323 members 
Mstep: Class 13 contains 58680 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 36118 members 
Mstep: Class 17 contains 23391 members 
Mstep: Class 18 contains 40985 members 
Mstep: Class 19 contains 20769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547548.000000 Penalty: 28115.259766
Iteration 230Q: 14 clusters Score -5.454755e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316592 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29549 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 43011 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 13 contains 58673 members 
Mstep: Class 14 contains 14667 members 
Mstep: Class 15 contains 36120 members 
Mstep: Class 17 contains 23394 members 
Mstep: Class 18 contains 40989 members 
Mstep: Class 19 contains 20787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547508.000000 Penalty: 28115.259766
Iteration 231Q: 14 clusters Score -5.454751e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316582 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29559 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 43003 members 
Mstep: Class 10 contains 12315 members 
Mstep: Class 13 contains 58666 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 40996 members 
Mstep: Class 19 contains 20803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547472.000000 Penalty: 28115.259766
Iteration 232Q: 14 clusters Score -5.454747e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316579 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29575 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 42993 members 
Mstep: Class 10 contains 12313 members 
Mstep: Class 13 contains 58662 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 17 contains 23375 members 
Mstep: Class 18 contains 40997 members 
Mstep: Class 19 contains 20812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547536.000000 Penalty: 28115.259766
Iteration 233Q: 14 clusters Score -5.454754e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316568 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29589 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 42979 members 
Mstep: Class 10 contains 12309 members 
Mstep: Class 13 contains 58660 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23373 members 
Mstep: Class 18 contains 40996 members 
Mstep: Class 19 contains 20827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547580.000000 Penalty: 28115.259766
Iteration 234Q: 14 clusters Score -5.454758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316566 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29604 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 42961 members 
Mstep: Class 10 contains 12309 members 
Mstep: Class 13 contains 58653 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 36133 members 
Mstep: Class 17 contains 23369 members 
Mstep: Class 18 contains 40998 members 
Mstep: Class 19 contains 20839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547608.000000 Penalty: 28115.259766
Iteration 235Q: 14 clusters Score -5.454761e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316558 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29617 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 42948 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 13 contains 58648 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 17 contains 23361 members 
Mstep: Class 18 contains 41004 members 
Mstep: Class 19 contains 20852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547576.000000 Penalty: 28115.259766
Iteration 236Q: 14 clusters Score -5.454758e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316553 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29635 members 
Mstep: Class 8 contains 4099 members 
Mstep: Class 9 contains 42932 members 
Mstep: Class 10 contains 12304 members 
Mstep: Class 13 contains 58647 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 17 contains 23358 members 
Mstep: Class 18 contains 41002 members 
Mstep: Class 19 contains 20861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547552.000000 Penalty: 28115.259766
Iteration 237Q: 14 clusters Score -5.454755e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316535 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29652 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 42926 members 
Mstep: Class 10 contains 12302 members 
Mstep: Class 13 contains 58648 members 
Mstep: Class 14 contains 14640 members 
Mstep: Class 15 contains 36132 members 
Mstep: Class 17 contains 23358 members 
Mstep: Class 18 contains 41003 members 
Mstep: Class 19 contains 20869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547544.000000 Penalty: 28115.259766
Iteration 238Q: 14 clusters Score -5.454754e+07 nChanged 61
Entering ConstructFrom: 
Score: -54547544.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (316530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316530 members 
Entering Unmasked Estep 
Score: -28959280.000000 Penalty: 2058.090820
	Iteration 0F: 2 clusters Score -2.895928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158709 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -28754454.000000 Penalty: 4116.181641
	Iteration 0F: 3 clusters Score -2.875445e+07 nChanged 154258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 145021 members 
Entering Unmasked Estep 
Score: -28847182.000000 Penalty: 4116.181641
	Iteration 1F: 3 clusters Score -2.884718e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179727 members 
Mstep: Class 2 contains 136803 members 
Entering Unmasked Estep 
Score: -28850066.000000 Penalty: 4116.181641
	Iteration 2Q: 3 clusters Score -2.885007e+07 nChanged 13697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192338 members 
Mstep: Class 2 contains 124192 members 
Entering Unmasked Estep 
Score: -28855680.000000 Penalty: 4116.181641
	Iteration 3Q: 3 clusters Score -2.885568e+07 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210794 members 
Mstep: Class 2 contains 105736 members 
Entering Unmasked Estep 
Score: -28866298.000000 Penalty: 4116.181641
	Iteration 4F: 3 clusters Score -2.88663e+07 nChanged 25345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236049 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -28885470.000000 Penalty: 4116.181641
	Iteration 5F: 3 clusters Score -2.888547e+07 nChanged 29276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265313 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -28912474.000000 Penalty: 4116.181641
	Iteration 6F: 3 clusters Score -2.891247e+07 nChanged 25794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291105 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -28939368.000000 Penalty: 4116.181641
	Iteration 7F: 3 clusters Score -2.893937e+07 nChanged 16251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307356 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -28952938.000000 Penalty: 4116.181641
	Iteration 8F: 3 clusters Score -2.895294e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314112 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -28956424.000000 Penalty: 4116.181641
	Iteration 9Q: 3 clusters Score -2.895642e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315913 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -28957212.000000 Penalty: 4116.181641
	Iteration 10Q: 3 clusters Score -2.895721e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316280 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28957422.000000 Penalty: 4116.181641
	Iteration 11Q: 3 clusters Score -2.895742e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316369 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28957502.000000 Penalty: 4116.181641
	Iteration 12Q: 3 clusters Score -2.89575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316390 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28957526.000000 Penalty: 4116.181641
	Iteration 13Q: 3 clusters Score -2.895753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316393 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28957534.000000 Penalty: 4116.181641
	Iteration 14Q: 3 clusters Score -2.895753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316395 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28957546.000000 Penalty: 4116.181641
	Iteration 15Q: 3 clusters Score -2.895755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316398 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28957562.000000 Penalty: 4116.181641
	Iteration 16Q: 3 clusters Score -2.895756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316400 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28957572.000000 Penalty: 4116.181641
	Iteration 17Q: 3 clusters Score -2.895757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316400 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28957582.000000 Penalty: 4116.181641
	Iteration 18Q: 3 clusters Score -2.895758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316399 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28957574.000000 Penalty: 4116.181641
	Iteration 19Q: 3 clusters Score -2.895757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316399 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28957574.000000 Penalty: 4116.181641
	Iteration 20F: 3 clusters Score -2.895757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -133541.343750 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -133541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -131816.734375 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -131816.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132126.218750 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -132126.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132193.750000 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -132193.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -132228.515625 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -132228.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132253.921875 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -132253.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132267.265625 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -132267.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132280.500000 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -132280.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -132287.015625 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -132287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -132289.656250 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -132289.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132292.406250 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -132292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132296.625000 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -132296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132297.750000 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -132297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132298.609375 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -132298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -132300.703125 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -132300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -132301.609375 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -132301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -132302.296875 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -132302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -132302.859375 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -132302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -132302.859375 Penalty: 2353.211182
	Iteration 17F: 3 clusters Score -132302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -83055.500000 Penalty: 1126.839600
	Iteration 0F: 2 clusters Score -83055.5 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 500 members 
Entering Unmasked Estep 
Score: -81644.664062 Penalty: 2253.679199
	Iteration 0F: 3 clusters Score -81644.66 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -81933.750000 Penalty: 2253.679199
	Iteration 1F: 3 clusters Score -81933.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82015.882812 Penalty: 2253.679199
	Iteration 2F: 3 clusters Score -82015.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82088.460938 Penalty: 2253.679199
	Iteration 3Q: 3 clusters Score -82088.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82134.109375 Penalty: 2253.679199
	Iteration 4Q: 3 clusters Score -82134.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82155.593750 Penalty: 2253.679199
	Iteration 5Q: 3 clusters Score -82155.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82160.773438 Penalty: 2253.679199
	Iteration 6Q: 3 clusters Score -82160.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82164.171875 Penalty: 2253.679199
	Iteration 7Q: 3 clusters Score -82164.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82165.343750 Penalty: 2253.679199
	Iteration 8Q: 3 clusters Score -82165.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82165.898438 Penalty: 2253.679199
	Iteration 9Q: 3 clusters Score -82165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82166.109375 Penalty: 2253.679199
	Iteration 10Q: 3 clusters Score -82166.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82166.281250 Penalty: 2253.679199
	Iteration 11Q: 3 clusters Score -82166.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82166.281250 Penalty: 2253.679199
	Iteration 12F: 3 clusters Score -82166.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Entering Unmasked Estep 
Score: -2784014.250000 Penalty: 1673.429199
	Iteration 0F: 2 clusters Score -2784014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2764072.000000 Penalty: 3346.858398
	Iteration 0F: 3 clusters Score -2764072 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2771455.750000 Penalty: 3346.858398
	Iteration 1F: 3 clusters Score -2771456 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2771780.000000 Penalty: 3346.858398
	Iteration 2Q: 3 clusters Score -2771780 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2772065.000000 Penalty: 3346.858398
	Iteration 3Q: 3 clusters Score -2772065 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2772390.500000 Penalty: 3346.858398
	Iteration 4Q: 3 clusters Score -2772390 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2772725.750000 Penalty: 3346.858398
	Iteration 5Q: 3 clusters Score -2772726 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2773162.750000 Penalty: 3346.858398
	Iteration 6Q: 3 clusters Score -2773163 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2773701.250000 Penalty: 3346.858398
	Iteration 7Q: 3 clusters Score -2773701 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2774513.000000 Penalty: 3346.858398
	Iteration 8Q: 3 clusters Score -2774513 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2775596.500000 Penalty: 3346.858398
	Iteration 9F: 3 clusters Score -2775596 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2776731.000000 Penalty: 3346.858398
	Iteration 10F: 3 clusters Score -2776731 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2777640.750000 Penalty: 3346.858398
	Iteration 11F: 3 clusters Score -2777641 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2778206.000000 Penalty: 3346.858398
	Iteration 12Q: 3 clusters Score -2778206 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2778472.000000 Penalty: 3346.858398
	Iteration 13Q: 3 clusters Score -2778472 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2778694.250000 Penalty: 3346.858398
	Iteration 14Q: 3 clusters Score -2778694 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2778872.000000 Penalty: 3346.858398
	Iteration 15Q: 3 clusters Score -2778872 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2779032.750000 Penalty: 3346.858398
	Iteration 16Q: 3 clusters Score -2779033 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2779199.000000 Penalty: 3346.858398
	Iteration 17Q: 3 clusters Score -2779199 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2779354.750000 Penalty: 3346.858398
	Iteration 18Q: 3 clusters Score -2779355 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2779526.750000 Penalty: 3346.858398
	Iteration 19Q: 3 clusters Score -2779527 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2779660.750000 Penalty: 3346.858398
	Iteration 20F: 3 clusters Score -2779661 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2779788.250000 Penalty: 3346.858398
	Iteration 21Q: 3 clusters Score -2779788 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2779897.250000 Penalty: 3346.858398
	Iteration 22Q: 3 clusters Score -2779897 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2779992.250000 Penalty: 3346.858398
	Iteration 23Q: 3 clusters Score -2779992 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2780089.250000 Penalty: 3346.858398
	Iteration 24Q: 3 clusters Score -2780089 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2780170.500000 Penalty: 3346.858398
	Iteration 25Q: 3 clusters Score -2780170 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2780242.750000 Penalty: 3346.858398
	Iteration 26Q: 3 clusters Score -2780243 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2780326.000000 Penalty: 3346.858398
	Iteration 27Q: 3 clusters Score -2780326 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2780413.750000 Penalty: 3346.858398
	Iteration 28Q: 3 clusters Score -2780414 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2780504.250000 Penalty: 3346.858398
	Iteration 29Q: 3 clusters Score -2780504 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2780600.500000 Penalty: 3346.858398
	Iteration 30Q: 3 clusters Score -2780600 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2780678.500000 Penalty: 3346.858398
	Iteration 31Q: 3 clusters Score -2780678 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2780743.500000 Penalty: 3346.858398
	Iteration 32Q: 3 clusters Score -2780744 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2780833.750000 Penalty: 3346.858398
	Iteration 33Q: 3 clusters Score -2780834 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2780897.500000 Penalty: 3346.858398
	Iteration 34Q: 3 clusters Score -2780898 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2780956.750000 Penalty: 3346.858398
	Iteration 35Q: 3 clusters Score -2780957 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2781004.500000 Penalty: 3346.858398
	Iteration 36Q: 3 clusters Score -2781004 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2781054.000000 Penalty: 3346.858398
	Iteration 37Q: 3 clusters Score -2781054 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2781121.000000 Penalty: 3346.858398
	Iteration 38Q: 3 clusters Score -2781121 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2781182.250000 Penalty: 3346.858398
	Iteration 39Q: 3 clusters Score -2781182 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2781258.000000 Penalty: 3346.858398
	Iteration 40F: 3 clusters Score -2781258 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2781331.250000 Penalty: 3346.858398
	Iteration 41Q: 3 clusters Score -2781331 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2781396.500000 Penalty: 3346.858398
	Iteration 42Q: 3 clusters Score -2781396 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2781466.000000 Penalty: 3346.858398
	Iteration 43Q: 3 clusters Score -2781466 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2781565.750000 Penalty: 3346.858398
	Iteration 44Q: 3 clusters Score -2781566 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2781665.500000 Penalty: 3346.858398
	Iteration 45Q: 3 clusters Score -2781666 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2781771.750000 Penalty: 3346.858398
	Iteration 46Q: 3 clusters Score -2781772 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2781873.500000 Penalty: 3346.858398
	Iteration 47Q: 3 clusters Score -2781874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2782000.750000 Penalty: 3346.858398
	Iteration 48Q: 3 clusters Score -2782001 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2782095.250000 Penalty: 3346.858398
	Iteration 49Q: 3 clusters Score -2782095 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2782212.250000 Penalty: 3346.858398
	Iteration 50Q: 3 clusters Score -2782212 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2782299.750000 Penalty: 3346.858398
	Iteration 51Q: 3 clusters Score -2782300 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2782372.500000 Penalty: 3346.858398
	Iteration 52Q: 3 clusters Score -2782372 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2782434.500000 Penalty: 3346.858398
	Iteration 53Q: 3 clusters Score -2782434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2782488.500000 Penalty: 3346.858398
	Iteration 54Q: 3 clusters Score -2782488 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2782533.750000 Penalty: 3346.858398
	Iteration 55Q: 3 clusters Score -2782534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2782563.750000 Penalty: 3346.858398
	Iteration 56Q: 3 clusters Score -2782564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2782596.750000 Penalty: 3346.858398
	Iteration 57Q: 3 clusters Score -2782597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2782632.000000 Penalty: 3346.858398
	Iteration 58Q: 3 clusters Score -2782632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2782645.500000 Penalty: 3346.858398
	Iteration 59Q: 3 clusters Score -2782646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2782667.250000 Penalty: 3346.858398
	Iteration 60F: 3 clusters Score -2782667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2782674.250000 Penalty: 3346.858398
	Iteration 61Q: 3 clusters Score -2782674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2782686.500000 Penalty: 3346.858398
	Iteration 62Q: 3 clusters Score -2782686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2782692.500000 Penalty: 3346.858398
	Iteration 63Q: 3 clusters Score -2782692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2782698.000000 Penalty: 3346.858398
	Iteration 64Q: 3 clusters Score -2782698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2782689.250000 Penalty: 3346.858398
	Iteration 65Q: 3 clusters Score -2782689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2782689.500000 Penalty: 3346.858398
	Iteration 66Q: 3 clusters Score -2782690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2782692.500000 Penalty: 3346.858398
	Iteration 67Q: 3 clusters Score -2782692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2782696.000000 Penalty: 3346.858398
	Iteration 68Q: 3 clusters Score -2782696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2782696.500000 Penalty: 3346.858398
	Iteration 69Q: 3 clusters Score -2782696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2782691.500000 Penalty: 3346.858398
	Iteration 70Q: 3 clusters Score -2782692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2782703.500000 Penalty: 3346.858398
	Iteration 71Q: 3 clusters Score -2782704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2782696.250000 Penalty: 3346.858398
	Iteration 72Q: 3 clusters Score -2782696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2782691.500000 Penalty: 3346.858398
	Iteration 73Q: 3 clusters Score -2782692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2782695.750000 Penalty: 3346.858398
	Iteration 74Q: 3 clusters Score -2782696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2782694.250000 Penalty: 3346.858398
	Iteration 75Q: 3 clusters Score -2782694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2782700.000000 Penalty: 3346.858398
	Iteration 76Q: 3 clusters Score -2782700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2782700.000000 Penalty: 3346.858398
	Iteration 77F: 3 clusters Score -2782700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -354507.562500 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -354507.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -351144.718750 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -351144.7 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -352037.468750 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -352037.5 nChanged 295
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: -352305.968750 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -352306 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -352618.531250 Penalty: 2704.066650
	Iteration 3F: 3 clusters Score -352618.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -352911.937500 Penalty: 2704.066650
	Iteration 4F: 3 clusters Score -352911.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -353246.500000 Penalty: 2704.066650
	Iteration 5F: 3 clusters Score -353246.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -353541.781250 Penalty: 2704.066650
	Iteration 6F: 3 clusters Score -353541.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -353754.687500 Penalty: 2704.066650
	Iteration 7F: 3 clusters Score -353754.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -353897.812500 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -353897.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -353972.562500 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -353972.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -354018.000000 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -354018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -354044.718750 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -354044.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -354058.218750 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -354058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -354065.343750 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -354065.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -354071.000000 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -354071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -354076.875000 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -354076.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -354081.531250 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -354081.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -354085.718750 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -354085.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -354087.187500 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -354087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -354089.156250 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -354089.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -354090.093750 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -354090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -354093.000000 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -354093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -354093.812500 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -354093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -354094.843750 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -354094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -354095.031250 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -354095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -354095.906250 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -354095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -354097.875000 Penalty: 2704.066650
	Iteration 26Q: 3 clusters Score -354097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -354099.687500 Penalty: 2704.066650
	Iteration 27Q: 3 clusters Score -354099.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -354100.687500 Penalty: 2704.066650
	Iteration 28Q: 3 clusters Score -354100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -354103.312500 Penalty: 2704.066650
	Iteration 29Q: 3 clusters Score -354103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -354104.312500 Penalty: 2704.066650
	Iteration 30Q: 3 clusters Score -354104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -354105.406250 Penalty: 2704.066650
	Iteration 31Q: 3 clusters Score -354105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -354105.406250 Penalty: 2704.066650
	Iteration 32Q: 3 clusters Score -354105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -354107.218750 Penalty: 2704.066650
	Iteration 33Q: 3 clusters Score -354107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -354107.437500 Penalty: 2704.066650
	Iteration 34Q: 3 clusters Score -354107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -354107.437500 Penalty: 2704.066650
	Iteration 35F: 3 clusters Score -354107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Entering Unmasked Estep 
Score: -4003787.250000 Penalty: 1733.387451
	Iteration 0F: 2 clusters Score -4003787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3975134.500000 Penalty: 3466.774902
	Iteration 0F: 3 clusters Score -3975134 nChanged 19972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3986555.000000 Penalty: 3466.774902
	Iteration 1F: 3 clusters Score -3986555 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3987504.750000 Penalty: 3466.774902
	Iteration 2Q: 3 clusters Score -3987505 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3988905.500000 Penalty: 3466.774902
	Iteration 3F: 3 clusters Score -3988906 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3990949.250000 Penalty: 3466.774902
	Iteration 4F: 3 clusters Score -3990949 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3993684.000000 Penalty: 3466.774902
	Iteration 5F: 3 clusters Score -3993684 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3996742.250000 Penalty: 3466.774902
	Iteration 6F: 3 clusters Score -3996742 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3999122.250000 Penalty: 3466.774902
	Iteration 7F: 3 clusters Score -3999122 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4000398.750000 Penalty: 3466.774902
	Iteration 8Q: 3 clusters Score -4000399 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4000926.250000 Penalty: 3466.774902
	Iteration 9Q: 3 clusters Score -4000926 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -4001216.250000 Penalty: 3466.774902
	Iteration 10Q: 3 clusters Score -4001216 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -4001429.000000 Penalty: 3466.774902
	Iteration 11Q: 3 clusters Score -4001429 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4001612.750000 Penalty: 3466.774902
	Iteration 12Q: 3 clusters Score -4001613 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4001757.250000 Penalty: 3466.774902
	Iteration 13Q: 3 clusters Score -4001757 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4001858.000000 Penalty: 3466.774902
	Iteration 14Q: 3 clusters Score -4001858 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4001939.750000 Penalty: 3466.774902
	Iteration 15Q: 3 clusters Score -4001940 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4002008.750000 Penalty: 3466.774902
	Iteration 16Q: 3 clusters Score -4002009 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4002081.500000 Penalty: 3466.774902
	Iteration 17Q: 3 clusters Score -4002082 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4002120.500000 Penalty: 3466.774902
	Iteration 18Q: 3 clusters Score -4002120 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4002155.250000 Penalty: 3466.774902
	Iteration 19Q: 3 clusters Score -4002155 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4002180.000000 Penalty: 3466.774902
	Iteration 20F: 3 clusters Score -4002180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4002196.000000 Penalty: 3466.774902
	Iteration 21Q: 3 clusters Score -4002196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4002228.750000 Penalty: 3466.774902
	Iteration 22Q: 3 clusters Score -4002229 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4002281.250000 Penalty: 3466.774902
	Iteration 23Q: 3 clusters Score -4002281 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4002312.750000 Penalty: 3466.774902
	Iteration 24Q: 3 clusters Score -4002313 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4002349.500000 Penalty: 3466.774902
	Iteration 25Q: 3 clusters Score -4002350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4002388.500000 Penalty: 3466.774902
	Iteration 26Q: 3 clusters Score -4002388 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4002424.000000 Penalty: 3466.774902
	Iteration 27Q: 3 clusters Score -4002424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4002451.750000 Penalty: 3466.774902
	Iteration 28Q: 3 clusters Score -4002452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4002472.250000 Penalty: 3466.774902
	Iteration 29Q: 3 clusters Score -4002472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4002498.000000 Penalty: 3466.774902
	Iteration 30Q: 3 clusters Score -4002498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4002511.250000 Penalty: 3466.774902
	Iteration 31Q: 3 clusters Score -4002511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4002518.000000 Penalty: 3466.774902
	Iteration 32Q: 3 clusters Score -4002518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4002530.250000 Penalty: 3466.774902
	Iteration 33Q: 3 clusters Score -4002530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4002546.750000 Penalty: 3466.774902
	Iteration 34Q: 3 clusters Score -4002547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4002550.500000 Penalty: 3466.774902
	Iteration 35Q: 3 clusters Score -4002550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4002552.500000 Penalty: 3466.774902
	Iteration 36Q: 3 clusters Score -4002552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4002558.500000 Penalty: 3466.774902
	Iteration 37Q: 3 clusters Score -4002558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4002567.250000 Penalty: 3466.774902
	Iteration 38Q: 3 clusters Score -4002567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4002569.750000 Penalty: 3466.774902
	Iteration 39Q: 3 clusters Score -4002570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4002573.750000 Penalty: 3466.774902
	Iteration 40F: 3 clusters Score -4002574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4002569.250000 Penalty: 3466.774902
	Iteration 41Q: 3 clusters Score -4002569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4002578.750000 Penalty: 3466.774902
	Iteration 42Q: 3 clusters Score -4002579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4002583.000000 Penalty: 3466.774902
	Iteration 43Q: 3 clusters Score -4002583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4002584.000000 Penalty: 3466.774902
	Iteration 44Q: 3 clusters Score -4002584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4002596.250000 Penalty: 3466.774902
	Iteration 45Q: 3 clusters Score -4002596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4002596.250000 Penalty: 3466.774902
	Iteration 46Q: 3 clusters Score -4002596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4002609.000000 Penalty: 3466.774902
	Iteration 47Q: 3 clusters Score -4002609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4002624.000000 Penalty: 3466.774902
	Iteration 48Q: 3 clusters Score -4002624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4002632.250000 Penalty: 3466.774902
	Iteration 49Q: 3 clusters Score -4002632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4002633.750000 Penalty: 3466.774902
	Iteration 50Q: 3 clusters Score -4002634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4002634.750000 Penalty: 3466.774902
	Iteration 51Q: 3 clusters Score -4002635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4002634.250000 Penalty: 3466.774902
	Iteration 52Q: 3 clusters Score -4002634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4002630.000000 Penalty: 3466.774902
	Iteration 53Q: 3 clusters Score -4002630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4002631.500000 Penalty: 3466.774902
	Iteration 54Q: 3 clusters Score -4002632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4002633.000000 Penalty: 3466.774902
	Iteration 55Q: 3 clusters Score -4002633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4002634.250000 Penalty: 3466.774902
	Iteration 56Q: 3 clusters Score -4002634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4002636.500000 Penalty: 3466.774902
	Iteration 57Q: 3 clusters Score -4002636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4002637.250000 Penalty: 3466.774902
	Iteration 58Q: 3 clusters Score -4002637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4002639.000000 Penalty: 3466.774902
	Iteration 59Q: 3 clusters Score -4002639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4002637.000000 Penalty: 3466.774902
	Iteration 60F: 3 clusters Score -4002637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4002646.250000 Penalty: 3466.774902
	Iteration 61Q: 3 clusters Score -4002646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4002643.750000 Penalty: 3466.774902
	Iteration 62Q: 3 clusters Score -4002644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4002648.750000 Penalty: 3466.774902
	Iteration 63Q: 3 clusters Score -4002649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4002653.000000 Penalty: 3466.774902
	Iteration 64Q: 3 clusters Score -4002653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4002653.000000 Penalty: 3466.774902
	Iteration 65Q: 3 clusters Score -4002653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4002655.250000 Penalty: 3466.774902
	Iteration 66Q: 3 clusters Score -4002655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4002651.250000 Penalty: 3466.774902
	Iteration 67Q: 3 clusters Score -4002651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4002651.250000 Penalty: 3466.774902
	Iteration 68F: 3 clusters Score -4002651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Entering Unmasked Estep 
Score: -1166173.375000 Penalty: 1530.320068
	Iteration 0F: 2 clusters Score -1166173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1157631.750000 Penalty: 3060.640137
	Iteration 0F: 3 clusters Score -1157632 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1160714.250000 Penalty: 3060.640137
	Iteration 1F: 3 clusters Score -1160714 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1161217.750000 Penalty: 3060.640137
	Iteration 2F: 3 clusters Score -1161218 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1161594.250000 Penalty: 3060.640137
	Iteration 3F: 3 clusters Score -1161594 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1161948.500000 Penalty: 3060.640137
	Iteration 4F: 3 clusters Score -1161948 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1162307.250000 Penalty: 3060.640137
	Iteration 5F: 3 clusters Score -1162307 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1162685.000000 Penalty: 3060.640137
	Iteration 6Q: 3 clusters Score -1162685 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1163030.875000 Penalty: 3060.640137
	Iteration 7Q: 3 clusters Score -1163031 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1163260.875000 Penalty: 3060.640137
	Iteration 8Q: 3 clusters Score -1163261 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1163392.000000 Penalty: 3060.640137
	Iteration 9Q: 3 clusters Score -1163392 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1163453.250000 Penalty: 3060.640137
	Iteration 10Q: 3 clusters Score -1163453 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1163494.375000 Penalty: 3060.640137
	Iteration 11Q: 3 clusters Score -1163494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1163534.250000 Penalty: 3060.640137
	Iteration 12Q: 3 clusters Score -1163534 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1163579.125000 Penalty: 3060.640137
	Iteration 13Q: 3 clusters Score -1163579 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1163617.000000 Penalty: 3060.640137
	Iteration 14Q: 3 clusters Score -1163617 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1163652.500000 Penalty: 3060.640137
	Iteration 15Q: 3 clusters Score -1163652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1163688.375000 Penalty: 3060.640137
	Iteration 16Q: 3 clusters Score -1163688 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1163716.500000 Penalty: 3060.640137
	Iteration 17Q: 3 clusters Score -1163716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1163740.500000 Penalty: 3060.640137
	Iteration 18Q: 3 clusters Score -1163740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1163753.875000 Penalty: 3060.640137
	Iteration 19Q: 3 clusters Score -1163754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1163765.000000 Penalty: 3060.640137
	Iteration 20F: 3 clusters Score -1163765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1163781.750000 Penalty: 3060.640137
	Iteration 21Q: 3 clusters Score -1163782 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1163795.250000 Penalty: 3060.640137
	Iteration 22Q: 3 clusters Score -1163795 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1163817.250000 Penalty: 3060.640137
	Iteration 23Q: 3 clusters Score -1163817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1163824.500000 Penalty: 3060.640137
	Iteration 24Q: 3 clusters Score -1163824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1163835.250000 Penalty: 3060.640137
	Iteration 25Q: 3 clusters Score -1163835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1163853.250000 Penalty: 3060.640137
	Iteration 26Q: 3 clusters Score -1163853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1163868.125000 Penalty: 3060.640137
	Iteration 27Q: 3 clusters Score -1163868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1163882.250000 Penalty: 3060.640137
	Iteration 28Q: 3 clusters Score -1163882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1163892.750000 Penalty: 3060.640137
	Iteration 29Q: 3 clusters Score -1163893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1163908.625000 Penalty: 3060.640137
	Iteration 30Q: 3 clusters Score -1163909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1163922.125000 Penalty: 3060.640137
	Iteration 31Q: 3 clusters Score -1163922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1163941.000000 Penalty: 3060.640137
	Iteration 32Q: 3 clusters Score -1163941 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1163957.875000 Penalty: 3060.640137
	Iteration 33Q: 3 clusters Score -1163958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1163971.875000 Penalty: 3060.640137
	Iteration 34Q: 3 clusters Score -1163972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1163992.875000 Penalty: 3060.640137
	Iteration 35Q: 3 clusters Score -1163993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1164011.125000 Penalty: 3060.640137
	Iteration 36Q: 3 clusters Score -1164011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1164030.000000 Penalty: 3060.640137
	Iteration 37Q: 3 clusters Score -1164030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1164045.625000 Penalty: 3060.640137
	Iteration 38Q: 3 clusters Score -1164046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1164056.000000 Penalty: 3060.640137
	Iteration 39Q: 3 clusters Score -1164056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1164076.250000 Penalty: 3060.640137
	Iteration 40F: 3 clusters Score -1164076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1164098.500000 Penalty: 3060.640137
	Iteration 41Q: 3 clusters Score -1164098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1164124.750000 Penalty: 3060.640137
	Iteration 42Q: 3 clusters Score -1164125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1164146.500000 Penalty: 3060.640137
	Iteration 43Q: 3 clusters Score -1164146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1164171.750000 Penalty: 3060.640137
	Iteration 44Q: 3 clusters Score -1164172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1164193.625000 Penalty: 3060.640137
	Iteration 45Q: 3 clusters Score -1164194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1164219.875000 Penalty: 3060.640137
	Iteration 46Q: 3 clusters Score -1164220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1164244.875000 Penalty: 3060.640137
	Iteration 47Q: 3 clusters Score -1164245 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1164262.000000 Penalty: 3060.640137
	Iteration 48Q: 3 clusters Score -1164262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1164286.000000 Penalty: 3060.640137
	Iteration 49Q: 3 clusters Score -1164286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1164304.500000 Penalty: 3060.640137
	Iteration 50Q: 3 clusters Score -1164304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1164334.125000 Penalty: 3060.640137
	Iteration 51Q: 3 clusters Score -1164334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1164364.375000 Penalty: 3060.640137
	Iteration 52Q: 3 clusters Score -1164364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1164388.125000 Penalty: 3060.640137
	Iteration 53Q: 3 clusters Score -1164388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1164415.500000 Penalty: 3060.640137
	Iteration 54Q: 3 clusters Score -1164416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1164438.750000 Penalty: 3060.640137
	Iteration 55Q: 3 clusters Score -1164439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1164458.000000 Penalty: 3060.640137
	Iteration 56Q: 3 clusters Score -1164458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1164476.250000 Penalty: 3060.640137
	Iteration 57Q: 3 clusters Score -1164476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1164492.875000 Penalty: 3060.640137
	Iteration 58Q: 3 clusters Score -1164493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1164502.875000 Penalty: 3060.640137
	Iteration 59Q: 3 clusters Score -1164503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1164520.250000 Penalty: 3060.640137
	Iteration 60F: 3 clusters Score -1164520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1164529.500000 Penalty: 3060.640137
	Iteration 61Q: 3 clusters Score -1164530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1164537.000000 Penalty: 3060.640137
	Iteration 62Q: 3 clusters Score -1164537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1164544.500000 Penalty: 3060.640137
	Iteration 63Q: 3 clusters Score -1164544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1164553.375000 Penalty: 3060.640137
	Iteration 64Q: 3 clusters Score -1164553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1164564.625000 Penalty: 3060.640137
	Iteration 65Q: 3 clusters Score -1164565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1164577.125000 Penalty: 3060.640137
	Iteration 66Q: 3 clusters Score -1164577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1164592.375000 Penalty: 3060.640137
	Iteration 67Q: 3 clusters Score -1164592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1164598.125000 Penalty: 3060.640137
	Iteration 68Q: 3 clusters Score -1164598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1164611.500000 Penalty: 3060.640137
	Iteration 69Q: 3 clusters Score -1164612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1164624.000000 Penalty: 3060.640137
	Iteration 70Q: 3 clusters Score -1164624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1164638.250000 Penalty: 3060.640137
	Iteration 71Q: 3 clusters Score -1164638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1164650.250000 Penalty: 3060.640137
	Iteration 72Q: 3 clusters Score -1164650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1164663.000000 Penalty: 3060.640137
	Iteration 73Q: 3 clusters Score -1164663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1164675.750000 Penalty: 3060.640137
	Iteration 74Q: 3 clusters Score -1164676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1164692.250000 Penalty: 3060.640137
	Iteration 75Q: 3 clusters Score -1164692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1164705.375000 Penalty: 3060.640137
	Iteration 76Q: 3 clusters Score -1164705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1164712.250000 Penalty: 3060.640137
	Iteration 77Q: 3 clusters Score -1164712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1164722.500000 Penalty: 3060.640137
	Iteration 78Q: 3 clusters Score -1164722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1164734.625000 Penalty: 3060.640137
	Iteration 79Q: 3 clusters Score -1164735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1164743.750000 Penalty: 3060.640137
	Iteration 80F: 3 clusters Score -1164744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1164755.875000 Penalty: 3060.640137
	Iteration 81Q: 3 clusters Score -1164756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1164771.750000 Penalty: 3060.640137
	Iteration 82Q: 3 clusters Score -1164772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1164786.750000 Penalty: 3060.640137
	Iteration 83Q: 3 clusters Score -1164787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1164798.375000 Penalty: 3060.640137
	Iteration 84Q: 3 clusters Score -1164798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1164814.000000 Penalty: 3060.640137
	Iteration 85Q: 3 clusters Score -1164814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1164830.125000 Penalty: 3060.640137
	Iteration 86Q: 3 clusters Score -1164830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1164842.250000 Penalty: 3060.640137
	Iteration 87Q: 3 clusters Score -1164842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1164853.625000 Penalty: 3060.640137
	Iteration 88Q: 3 clusters Score -1164854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1164865.500000 Penalty: 3060.640137
	Iteration 89Q: 3 clusters Score -1164866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1164879.750000 Penalty: 3060.640137
	Iteration 90Q: 3 clusters Score -1164880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1164889.500000 Penalty: 3060.640137
	Iteration 91Q: 3 clusters Score -1164890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1164900.125000 Penalty: 3060.640137
	Iteration 92Q: 3 clusters Score -1164900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1164908.750000 Penalty: 3060.640137
	Iteration 93Q: 3 clusters Score -1164909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1164916.625000 Penalty: 3060.640137
	Iteration 94Q: 3 clusters Score -1164917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1164930.125000 Penalty: 3060.640137
	Iteration 95Q: 3 clusters Score -1164930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1164936.625000 Penalty: 3060.640137
	Iteration 96Q: 3 clusters Score -1164937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1164945.250000 Penalty: 3060.640137
	Iteration 97Q: 3 clusters Score -1164945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1164949.625000 Penalty: 3060.640137
	Iteration 98Q: 3 clusters Score -1164950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1164954.750000 Penalty: 3060.640137
	Iteration 99Q: 3 clusters Score -1164955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1164957.625000 Penalty: 3060.640137
	Iteration 100F: 3 clusters Score -1164958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1164964.250000 Penalty: 3060.640137
	Iteration 101Q: 3 clusters Score -1164964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1164969.125000 Penalty: 3060.640137
	Iteration 102Q: 3 clusters Score -1164969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1164975.125000 Penalty: 3060.640137
	Iteration 103Q: 3 clusters Score -1164975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1164978.125000 Penalty: 3060.640137
	Iteration 104Q: 3 clusters Score -1164978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1164984.250000 Penalty: 3060.640137
	Iteration 105Q: 3 clusters Score -1164984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1164994.875000 Penalty: 3060.640137
	Iteration 106Q: 3 clusters Score -1164995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1164996.500000 Penalty: 3060.640137
	Iteration 107Q: 3 clusters Score -1164996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1164996.625000 Penalty: 3060.640137
	Iteration 108Q: 3 clusters Score -1164997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1165002.375000 Penalty: 3060.640137
	Iteration 109Q: 3 clusters Score -1165002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1165003.500000 Penalty: 3060.640137
	Iteration 110Q: 3 clusters Score -1165004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1165007.250000 Penalty: 3060.640137
	Iteration 111Q: 3 clusters Score -1165007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1165012.500000 Penalty: 3060.640137
	Iteration 112Q: 3 clusters Score -1165012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1165016.625000 Penalty: 3060.640137
	Iteration 113Q: 3 clusters Score -1165017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1165023.625000 Penalty: 3060.640137
	Iteration 114Q: 3 clusters Score -1165024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1165033.125000 Penalty: 3060.640137
	Iteration 115Q: 3 clusters Score -1165033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1165037.500000 Penalty: 3060.640137
	Iteration 116Q: 3 clusters Score -1165038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1165049.375000 Penalty: 3060.640137
	Iteration 117Q: 3 clusters Score -1165049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1165055.625000 Penalty: 3060.640137
	Iteration 118Q: 3 clusters Score -1165056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1165058.000000 Penalty: 3060.640137
	Iteration 119Q: 3 clusters Score -1165058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1165059.375000 Penalty: 3060.640137
	Iteration 120F: 3 clusters Score -1165059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1165060.250000 Penalty: 3060.640137
	Iteration 121Q: 3 clusters Score -1165060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1165063.250000 Penalty: 3060.640137
	Iteration 122Q: 3 clusters Score -1165063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1165064.875000 Penalty: 3060.640137
	Iteration 123Q: 3 clusters Score -1165065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1165064.000000 Penalty: 3060.640137
	Iteration 124Q: 3 clusters Score -1165064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1165065.125000 Penalty: 3060.640137
	Iteration 125Q: 3 clusters Score -1165065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1165065.125000 Penalty: 3060.640137
	Iteration 126Q: 3 clusters Score -1165065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1165065.500000 Penalty: 3060.640137
	Iteration 127Q: 3 clusters Score -1165066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1165065.500000 Penalty: 3060.640137
	Iteration 128Q: 3 clusters Score -1165066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1165065.500000 Penalty: 3060.640137
	Iteration 129F: 3 clusters Score -1165066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Entering Unmasked Estep 
Score: -5485828.500000 Penalty: 1784.129395
	Iteration 0F: 2 clusters Score -5485828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -5446563.500000 Penalty: 3568.258789
	Iteration 0F: 3 clusters Score -5446564 nChanged 27766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -5462063.500000 Penalty: 3568.258789
	Iteration 1F: 3 clusters Score -5462064 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5462457.000000 Penalty: 3568.258789
	Iteration 2Q: 3 clusters Score -5462457 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -5462801.500000 Penalty: 3568.258789
	Iteration 3Q: 3 clusters Score -5462802 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -5463178.500000 Penalty: 3568.258789
	Iteration 4Q: 3 clusters Score -5463178 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -5463604.000000 Penalty: 3568.258789
	Iteration 5Q: 3 clusters Score -5463604 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5464209.500000 Penalty: 3568.258789
	Iteration 6Q: 3 clusters Score -5464210 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -5465141.500000 Penalty: 3568.258789
	Iteration 7Q: 3 clusters Score -5465142 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -5466562.000000 Penalty: 3568.258789
	Iteration 8F: 3 clusters Score -5466562 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5468834.000000 Penalty: 3568.258789
	Iteration 9F: 3 clusters Score -5468834 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5472062.500000 Penalty: 3568.258789
	Iteration 10F: 3 clusters Score -5472062 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5475941.000000 Penalty: 3568.258789
	Iteration 11F: 3 clusters Score -5475941 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -5479430.000000 Penalty: 3568.258789
	Iteration 12F: 3 clusters Score -5479430 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -5481428.000000 Penalty: 3568.258789
	Iteration 13Q: 3 clusters Score -5481428 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -5482186.500000 Penalty: 3568.258789
	Iteration 14Q: 3 clusters Score -5482186 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -5482534.500000 Penalty: 3568.258789
	Iteration 15Q: 3 clusters Score -5482534 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -5482784.500000 Penalty: 3568.258789
	Iteration 16Q: 3 clusters Score -5482784 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5482970.500000 Penalty: 3568.258789
	Iteration 17Q: 3 clusters Score -5482970 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -5483122.500000 Penalty: 3568.258789
	Iteration 18Q: 3 clusters Score -5483122 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -5483247.000000 Penalty: 3568.258789
	Iteration 19Q: 3 clusters Score -5483247 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5483348.000000 Penalty: 3568.258789
	Iteration 20F: 3 clusters Score -5483348 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -5483465.000000 Penalty: 3568.258789
	Iteration 21Q: 3 clusters Score -5483465 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -5483566.000000 Penalty: 3568.258789
	Iteration 22Q: 3 clusters Score -5483566 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5483638.000000 Penalty: 3568.258789
	Iteration 23Q: 3 clusters Score -5483638 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5483738.500000 Penalty: 3568.258789
	Iteration 24Q: 3 clusters Score -5483738 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5483845.500000 Penalty: 3568.258789
	Iteration 25Q: 3 clusters Score -5483846 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5483915.500000 Penalty: 3568.258789
	Iteration 26Q: 3 clusters Score -5483916 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5483992.500000 Penalty: 3568.258789
	Iteration 27Q: 3 clusters Score -5483992 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5484068.000000 Penalty: 3568.258789
	Iteration 28Q: 3 clusters Score -5484068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5484138.000000 Penalty: 3568.258789
	Iteration 29Q: 3 clusters Score -5484138 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5484191.000000 Penalty: 3568.258789
	Iteration 30Q: 3 clusters Score -5484191 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5484244.500000 Penalty: 3568.258789
	Iteration 31Q: 3 clusters Score -5484244 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5484293.000000 Penalty: 3568.258789
	Iteration 32Q: 3 clusters Score -5484293 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5484332.500000 Penalty: 3568.258789
	Iteration 33Q: 3 clusters Score -5484332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5484355.000000 Penalty: 3568.258789
	Iteration 34Q: 3 clusters Score -5484355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5484390.500000 Penalty: 3568.258789
	Iteration 35Q: 3 clusters Score -5484390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5484425.500000 Penalty: 3568.258789
	Iteration 36Q: 3 clusters Score -5484426 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5484461.500000 Penalty: 3568.258789
	Iteration 37Q: 3 clusters Score -5484462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5484474.000000 Penalty: 3568.258789
	Iteration 38Q: 3 clusters Score -5484474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5484501.500000 Penalty: 3568.258789
	Iteration 39Q: 3 clusters Score -5484502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5484505.500000 Penalty: 3568.258789
	Iteration 40F: 3 clusters Score -5484506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5484516.000000 Penalty: 3568.258789
	Iteration 41Q: 3 clusters Score -5484516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5484527.000000 Penalty: 3568.258789
	Iteration 42Q: 3 clusters Score -5484527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5484532.500000 Penalty: 3568.258789
	Iteration 43Q: 3 clusters Score -5484532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5484541.000000 Penalty: 3568.258789
	Iteration 44Q: 3 clusters Score -5484541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5484553.000000 Penalty: 3568.258789
	Iteration 45Q: 3 clusters Score -5484553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5484560.000000 Penalty: 3568.258789
	Iteration 46Q: 3 clusters Score -5484560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5484569.000000 Penalty: 3568.258789
	Iteration 47Q: 3 clusters Score -5484569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5484564.000000 Penalty: 3568.258789
	Iteration 48Q: 3 clusters Score -5484564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5484565.500000 Penalty: 3568.258789
	Iteration 49Q: 3 clusters Score -5484566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5484569.500000 Penalty: 3568.258789
	Iteration 50Q: 3 clusters Score -5484570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5484574.500000 Penalty: 3568.258789
	Iteration 51Q: 3 clusters Score -5484574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5484574.500000 Penalty: 3568.258789
	Iteration 52Q: 3 clusters Score -5484574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5484578.000000 Penalty: 3568.258789
	Iteration 53Q: 3 clusters Score -5484578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5484575.500000 Penalty: 3568.258789
	Iteration 54Q: 3 clusters Score -5484576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5484582.500000 Penalty: 3568.258789
	Iteration 55Q: 3 clusters Score -5484582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5484574.000000 Penalty: 3568.258789
	Iteration 56Q: 3 clusters Score -5484574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5484579.500000 Penalty: 3568.258789
	Iteration 57Q: 3 clusters Score -5484580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5484586.000000 Penalty: 3568.258789
	Iteration 58Q: 3 clusters Score -5484586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5484581.000000 Penalty: 3568.258789
	Iteration 59Q: 3 clusters Score -5484581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5484578.500000 Penalty: 3568.258789
	Iteration 60F: 3 clusters Score -5484578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5484582.500000 Penalty: 3568.258789
	Iteration 61Q: 3 clusters Score -5484582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5484588.000000 Penalty: 3568.258789
	Iteration 62Q: 3 clusters Score -5484588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5484588.000000 Penalty: 3568.258789
	Iteration 63Q: 3 clusters Score -5484588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5484585.000000 Penalty: 3568.258789
	Iteration 64Q: 3 clusters Score -5484585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5484587.500000 Penalty: 3568.258789
	Iteration 65Q: 3 clusters Score -5484588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5484587.500000 Penalty: 3568.258789
	Iteration 66F: 3 clusters Score -5484588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Entering Unmasked Estep 
Score: -1367646.375000 Penalty: 1558.587524
	Iteration 0F: 2 clusters Score -1367646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1357540.875000 Penalty: 3117.175049
	Iteration 0F: 3 clusters Score -1357541 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1361058.375000 Penalty: 3117.175049
	Iteration 1F: 3 clusters Score -1361058 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1361443.375000 Penalty: 3117.175049
	Iteration 2F: 3 clusters Score -1361443 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1361955.500000 Penalty: 3117.175049
	Iteration 3F: 3 clusters Score -1361956 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1362575.875000 Penalty: 3117.175049
	Iteration 4F: 3 clusters Score -1362576 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1363395.250000 Penalty: 3117.175049
	Iteration 5F: 3 clusters Score -1363395 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1364356.375000 Penalty: 3117.175049
	Iteration 6F: 3 clusters Score -1364356 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1365284.000000 Penalty: 3117.175049
	Iteration 7F: 3 clusters Score -1365284 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1365929.375000 Penalty: 3117.175049
	Iteration 8Q: 3 clusters Score -1365929 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1366252.000000 Penalty: 3117.175049
	Iteration 9Q: 3 clusters Score -1366252 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1366379.125000 Penalty: 3117.175049
	Iteration 10Q: 3 clusters Score -1366379 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1366461.875000 Penalty: 3117.175049
	Iteration 11Q: 3 clusters Score -1366462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1366508.875000 Penalty: 3117.175049
	Iteration 12Q: 3 clusters Score -1366509 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1366542.375000 Penalty: 3117.175049
	Iteration 13Q: 3 clusters Score -1366542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1366566.500000 Penalty: 3117.175049
	Iteration 14Q: 3 clusters Score -1366566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1366592.375000 Penalty: 3117.175049
	Iteration 15Q: 3 clusters Score -1366592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1366599.375000 Penalty: 3117.175049
	Iteration 16Q: 3 clusters Score -1366599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1366611.125000 Penalty: 3117.175049
	Iteration 17Q: 3 clusters Score -1366611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1366614.750000 Penalty: 3117.175049
	Iteration 18Q: 3 clusters Score -1366615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1366622.250000 Penalty: 3117.175049
	Iteration 19Q: 3 clusters Score -1366622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1366629.625000 Penalty: 3117.175049
	Iteration 20F: 3 clusters Score -1366630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1366633.500000 Penalty: 3117.175049
	Iteration 21Q: 3 clusters Score -1366634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1366643.375000 Penalty: 3117.175049
	Iteration 22Q: 3 clusters Score -1366643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1366643.500000 Penalty: 3117.175049
	Iteration 23Q: 3 clusters Score -1366644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1366648.125000 Penalty: 3117.175049
	Iteration 24Q: 3 clusters Score -1366648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1366653.875000 Penalty: 3117.175049
	Iteration 25Q: 3 clusters Score -1366654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1366657.750000 Penalty: 3117.175049
	Iteration 26Q: 3 clusters Score -1366658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1366658.875000 Penalty: 3117.175049
	Iteration 27Q: 3 clusters Score -1366659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1366663.125000 Penalty: 3117.175049
	Iteration 28Q: 3 clusters Score -1366663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1366667.250000 Penalty: 3117.175049
	Iteration 29Q: 3 clusters Score -1366667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1366673.375000 Penalty: 3117.175049
	Iteration 30Q: 3 clusters Score -1366673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1366677.875000 Penalty: 3117.175049
	Iteration 31Q: 3 clusters Score -1366678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1366678.500000 Penalty: 3117.175049
	Iteration 32Q: 3 clusters Score -1366678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1366683.750000 Penalty: 3117.175049
	Iteration 33Q: 3 clusters Score -1366684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1366684.125000 Penalty: 3117.175049
	Iteration 34Q: 3 clusters Score -1366684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1366687.375000 Penalty: 3117.175049
	Iteration 35Q: 3 clusters Score -1366687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1366688.625000 Penalty: 3117.175049
	Iteration 36Q: 3 clusters Score -1366689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1366689.375000 Penalty: 3117.175049
	Iteration 37Q: 3 clusters Score -1366689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1366693.375000 Penalty: 3117.175049
	Iteration 38Q: 3 clusters Score -1366693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1366691.375000 Penalty: 3117.175049
	Iteration 39Q: 3 clusters Score -1366691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1366691.375000 Penalty: 3117.175049
	Iteration 40F: 3 clusters Score -1366691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Entering Unmasked Estep 
Score: -3374009.750000 Penalty: 1705.408813
	Iteration 0F: 2 clusters Score -3374010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3349880.500000 Penalty: 3410.817627
	Iteration 0F: 3 clusters Score -3349880 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3359447.000000 Penalty: 3410.817627
	Iteration 1F: 3 clusters Score -3359447 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3360117.000000 Penalty: 3410.817627
	Iteration 2Q: 3 clusters Score -3360117 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3360985.750000 Penalty: 3410.817627
	Iteration 3Q: 3 clusters Score -3360986 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3362088.000000 Penalty: 3410.817627
	Iteration 4F: 3 clusters Score -3362088 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3363450.750000 Penalty: 3410.817627
	Iteration 5F: 3 clusters Score -3363451 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3364894.500000 Penalty: 3410.817627
	Iteration 6F: 3 clusters Score -3364894 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3366314.000000 Penalty: 3410.817627
	Iteration 7F: 3 clusters Score -3366314 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3367318.000000 Penalty: 3410.817627
	Iteration 8Q: 3 clusters Score -3367318 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3367917.000000 Penalty: 3410.817627
	Iteration 9Q: 3 clusters Score -3367917 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3368220.500000 Penalty: 3410.817627
	Iteration 10Q: 3 clusters Score -3368220 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3368396.500000 Penalty: 3410.817627
	Iteration 11Q: 3 clusters Score -3368396 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3368574.000000 Penalty: 3410.817627
	Iteration 12Q: 3 clusters Score -3368574 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3368770.750000 Penalty: 3410.817627
	Iteration 13Q: 3 clusters Score -3368771 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3368983.250000 Penalty: 3410.817627
	Iteration 14Q: 3 clusters Score -3368983 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3369190.000000 Penalty: 3410.817627
	Iteration 15Q: 3 clusters Score -3369190 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3369400.500000 Penalty: 3410.817627
	Iteration 16Q: 3 clusters Score -3369400 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3369569.250000 Penalty: 3410.817627
	Iteration 17Q: 3 clusters Score -3369569 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3369767.000000 Penalty: 3410.817627
	Iteration 18Q: 3 clusters Score -3369767 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3369945.750000 Penalty: 3410.817627
	Iteration 19Q: 3 clusters Score -3369946 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3370116.750000 Penalty: 3410.817627
	Iteration 20F: 3 clusters Score -3370117 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3370270.250000 Penalty: 3410.817627
	Iteration 21Q: 3 clusters Score -3370270 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3370432.250000 Penalty: 3410.817627
	Iteration 22Q: 3 clusters Score -3370432 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3370580.500000 Penalty: 3410.817627
	Iteration 23Q: 3 clusters Score -3370580 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3370710.750000 Penalty: 3410.817627
	Iteration 24Q: 3 clusters Score -3370711 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3370853.000000 Penalty: 3410.817627
	Iteration 25Q: 3 clusters Score -3370853 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3371007.000000 Penalty: 3410.817627
	Iteration 26Q: 3 clusters Score -3371007 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3371181.750000 Penalty: 3410.817627
	Iteration 27Q: 3 clusters Score -3371182 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3371327.250000 Penalty: 3410.817627
	Iteration 28Q: 3 clusters Score -3371327 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3371446.000000 Penalty: 3410.817627
	Iteration 29Q: 3 clusters Score -3371446 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3371595.750000 Penalty: 3410.817627
	Iteration 30Q: 3 clusters Score -3371596 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3371719.250000 Penalty: 3410.817627
	Iteration 31Q: 3 clusters Score -3371719 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3371802.500000 Penalty: 3410.817627
	Iteration 32Q: 3 clusters Score -3371802 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3371889.250000 Penalty: 3410.817627
	Iteration 33Q: 3 clusters Score -3371889 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3371969.000000 Penalty: 3410.817627
	Iteration 34Q: 3 clusters Score -3371969 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3372057.250000 Penalty: 3410.817627
	Iteration 35Q: 3 clusters Score -3372057 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3372119.250000 Penalty: 3410.817627
	Iteration 36Q: 3 clusters Score -3372119 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3372190.500000 Penalty: 3410.817627
	Iteration 37Q: 3 clusters Score -3372190 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3372229.000000 Penalty: 3410.817627
	Iteration 38Q: 3 clusters Score -3372229 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3372267.000000 Penalty: 3410.817627
	Iteration 39Q: 3 clusters Score -3372267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3372309.250000 Penalty: 3410.817627
	Iteration 40F: 3 clusters Score -3372309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3372352.250000 Penalty: 3410.817627
	Iteration 41Q: 3 clusters Score -3372352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3372384.250000 Penalty: 3410.817627
	Iteration 42Q: 3 clusters Score -3372384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3372401.250000 Penalty: 3410.817627
	Iteration 43Q: 3 clusters Score -3372401 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3372430.750000 Penalty: 3410.817627
	Iteration 44Q: 3 clusters Score -3372431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3372461.750000 Penalty: 3410.817627
	Iteration 45Q: 3 clusters Score -3372462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3372477.250000 Penalty: 3410.817627
	Iteration 46Q: 3 clusters Score -3372477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3372490.250000 Penalty: 3410.817627
	Iteration 47Q: 3 clusters Score -3372490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3372507.750000 Penalty: 3410.817627
	Iteration 48Q: 3 clusters Score -3372508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3372523.000000 Penalty: 3410.817627
	Iteration 49Q: 3 clusters Score -3372523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3372534.750000 Penalty: 3410.817627
	Iteration 50Q: 3 clusters Score -3372535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3372544.500000 Penalty: 3410.817627
	Iteration 51Q: 3 clusters Score -3372544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3372546.250000 Penalty: 3410.817627
	Iteration 52Q: 3 clusters Score -3372546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3372560.500000 Penalty: 3410.817627
	Iteration 53Q: 3 clusters Score -3372560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3372562.000000 Penalty: 3410.817627
	Iteration 54Q: 3 clusters Score -3372562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3372570.250000 Penalty: 3410.817627
	Iteration 55Q: 3 clusters Score -3372570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3372576.500000 Penalty: 3410.817627
	Iteration 56Q: 3 clusters Score -3372576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3372582.500000 Penalty: 3410.817627
	Iteration 57Q: 3 clusters Score -3372582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3372588.750000 Penalty: 3410.817627
	Iteration 58Q: 3 clusters Score -3372589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3372588.500000 Penalty: 3410.817627
	Iteration 59Q: 3 clusters Score -3372588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3372590.750000 Penalty: 3410.817627
	Iteration 60F: 3 clusters Score -3372591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3372593.250000 Penalty: 3410.817627
	Iteration 61Q: 3 clusters Score -3372593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3372594.750000 Penalty: 3410.817627
	Iteration 62Q: 3 clusters Score -3372595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3372594.500000 Penalty: 3410.817627
	Iteration 63Q: 3 clusters Score -3372594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3372594.500000 Penalty: 3410.817627
	Iteration 64F: 3 clusters Score -3372594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Entering Unmasked Estep 
Score: -2098537.250000 Penalty: 1634.516968
	Iteration 0F: 2 clusters Score -2098537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2082821.250000 Penalty: 3269.033936
	Iteration 0F: 3 clusters Score -2082821 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2088760.875000 Penalty: 3269.033936
	Iteration 1F: 3 clusters Score -2088761 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2089140.125000 Penalty: 3269.033936
	Iteration 2Q: 3 clusters Score -2089140 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2089481.875000 Penalty: 3269.033936
	Iteration 3Q: 3 clusters Score -2089482 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2089839.250000 Penalty: 3269.033936
	Iteration 4Q: 3 clusters Score -2089839 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2090241.250000 Penalty: 3269.033936
	Iteration 5Q: 3 clusters Score -2090241 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2090730.000000 Penalty: 3269.033936
	Iteration 6Q: 3 clusters Score -2090730 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2091278.750000 Penalty: 3269.033936
	Iteration 7Q: 3 clusters Score -2091279 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2091875.250000 Penalty: 3269.033936
	Iteration 8F: 3 clusters Score -2091875 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2092526.500000 Penalty: 3269.033936
	Iteration 9F: 3 clusters Score -2092526 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2093265.500000 Penalty: 3269.033936
	Iteration 10Q: 3 clusters Score -2093266 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2094000.000000 Penalty: 3269.033936
	Iteration 11Q: 3 clusters Score -2094000 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2094655.625000 Penalty: 3269.033936
	Iteration 12Q: 3 clusters Score -2094656 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2095228.875000 Penalty: 3269.033936
	Iteration 13Q: 3 clusters Score -2095229 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2095779.750000 Penalty: 3269.033936
	Iteration 14Q: 3 clusters Score -2095780 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2096260.500000 Penalty: 3269.033936
	Iteration 15Q: 3 clusters Score -2096260 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2096670.750000 Penalty: 3269.033936
	Iteration 16Q: 3 clusters Score -2096671 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2096883.500000 Penalty: 3269.033936
	Iteration 17Q: 3 clusters Score -2096884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2096969.500000 Penalty: 3269.033936
	Iteration 18Q: 3 clusters Score -2096970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2097034.375000 Penalty: 3269.033936
	Iteration 19Q: 3 clusters Score -2097034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2097077.750000 Penalty: 3269.033936
	Iteration 20F: 3 clusters Score -2097078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2097101.375000 Penalty: 3269.033936
	Iteration 21Q: 3 clusters Score -2097101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2097109.125000 Penalty: 3269.033936
	Iteration 22Q: 3 clusters Score -2097109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2097116.250000 Penalty: 3269.033936
	Iteration 23Q: 3 clusters Score -2097116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2097125.250000 Penalty: 3269.033936
	Iteration 24Q: 3 clusters Score -2097125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2097128.625000 Penalty: 3269.033936
	Iteration 25Q: 3 clusters Score -2097129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2097136.625000 Penalty: 3269.033936
	Iteration 26Q: 3 clusters Score -2097137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2097141.125000 Penalty: 3269.033936
	Iteration 27Q: 3 clusters Score -2097141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2097143.500000 Penalty: 3269.033936
	Iteration 28Q: 3 clusters Score -2097144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2097147.500000 Penalty: 3269.033936
	Iteration 29Q: 3 clusters Score -2097148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2097147.375000 Penalty: 3269.033936
	Iteration 30Q: 3 clusters Score -2097147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2097154.500000 Penalty: 3269.033936
	Iteration 31Q: 3 clusters Score -2097154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2097153.750000 Penalty: 3269.033936
	Iteration 32Q: 3 clusters Score -2097154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2097153.500000 Penalty: 3269.033936
	Iteration 33Q: 3 clusters Score -2097154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2097153.500000 Penalty: 3269.033936
	Iteration 34F: 3 clusters Score -2097154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Entering Unmasked Estep 
Score: -3828741.250000 Penalty: 1725.961670
	Iteration 0F: 2 clusters Score -3828741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3801157.250000 Penalty: 3451.923340
	Iteration 0F: 3 clusters Score -3801157 nChanged 19120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3811760.750000 Penalty: 3451.923340
	Iteration 1F: 3 clusters Score -3811761 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3812176.000000 Penalty: 3451.923340
	Iteration 2Q: 3 clusters Score -3812176 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3812591.250000 Penalty: 3451.923340
	Iteration 3Q: 3 clusters Score -3812591 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3812936.750000 Penalty: 3451.923340
	Iteration 4Q: 3 clusters Score -3812937 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3813290.750000 Penalty: 3451.923340
	Iteration 5Q: 3 clusters Score -3813291 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3813672.250000 Penalty: 3451.923340
	Iteration 6Q: 3 clusters Score -3813672 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3814102.500000 Penalty: 3451.923340
	Iteration 7Q: 3 clusters Score -3814102 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3814565.250000 Penalty: 3451.923340
	Iteration 8Q: 3 clusters Score -3814565 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3815006.750000 Penalty: 3451.923340
	Iteration 9Q: 3 clusters Score -3815007 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3815511.000000 Penalty: 3451.923340
	Iteration 10Q: 3 clusters Score -3815511 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3816073.250000 Penalty: 3451.923340
	Iteration 11Q: 3 clusters Score -3816073 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3816802.250000 Penalty: 3451.923340
	Iteration 12Q: 3 clusters Score -3816802 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3817883.750000 Penalty: 3451.923340
	Iteration 13Q: 3 clusters Score -3817884 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3819196.250000 Penalty: 3451.923340
	Iteration 14Q: 3 clusters Score -3819196 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3820621.250000 Penalty: 3451.923340
	Iteration 15Q: 3 clusters Score -3820621 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3821593.750000 Penalty: 3451.923340
	Iteration 16Q: 3 clusters Score -3821594 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3822042.750000 Penalty: 3451.923340
	Iteration 17Q: 3 clusters Score -3822043 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3822264.000000 Penalty: 3451.923340
	Iteration 18Q: 3 clusters Score -3822264 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3822411.000000 Penalty: 3451.923340
	Iteration 19Q: 3 clusters Score -3822411 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3822546.250000 Penalty: 3451.923340
	Iteration 20F: 3 clusters Score -3822546 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -3822695.750000 Penalty: 3451.923340
	Iteration 21Q: 3 clusters Score -3822696 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3822823.500000 Penalty: 3451.923340
	Iteration 22Q: 3 clusters Score -3822824 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3822966.500000 Penalty: 3451.923340
	Iteration 23Q: 3 clusters Score -3822966 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3823093.500000 Penalty: 3451.923340
	Iteration 24Q: 3 clusters Score -3823094 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -3823222.250000 Penalty: 3451.923340
	Iteration 25Q: 3 clusters Score -3823222 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -3823388.750000 Penalty: 3451.923340
	Iteration 26Q: 3 clusters Score -3823389 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3823546.750000 Penalty: 3451.923340
	Iteration 27Q: 3 clusters Score -3823547 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3823711.250000 Penalty: 3451.923340
	Iteration 28Q: 3 clusters Score -3823711 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -3823890.000000 Penalty: 3451.923340
	Iteration 29Q: 3 clusters Score -3823890 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -3824083.250000 Penalty: 3451.923340
	Iteration 30Q: 3 clusters Score -3824083 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -3824305.000000 Penalty: 3451.923340
	Iteration 31Q: 3 clusters Score -3824305 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3824510.750000 Penalty: 3451.923340
	Iteration 32Q: 3 clusters Score -3824511 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -3824753.000000 Penalty: 3451.923340
	Iteration 33Q: 3 clusters Score -3824753 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -3824990.000000 Penalty: 3451.923340
	Iteration 34Q: 3 clusters Score -3824990 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -3825216.000000 Penalty: 3451.923340
	Iteration 35Q: 3 clusters Score -3825216 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -3825442.500000 Penalty: 3451.923340
	Iteration 36Q: 3 clusters Score -3825442 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -3825669.250000 Penalty: 3451.923340
	Iteration 37Q: 3 clusters Score -3825669 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -3825865.250000 Penalty: 3451.923340
	Iteration 38Q: 3 clusters Score -3825865 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -3825998.000000 Penalty: 3451.923340
	Iteration 39Q: 3 clusters Score -3825998 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -3826125.750000 Penalty: 3451.923340
	Iteration 40F: 3 clusters Score -3826126 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -3826278.750000 Penalty: 3451.923340
	Iteration 41Q: 3 clusters Score -3826279 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -3826395.000000 Penalty: 3451.923340
	Iteration 42Q: 3 clusters Score -3826395 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -3826505.500000 Penalty: 3451.923340
	Iteration 43Q: 3 clusters Score -3826506 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -3826630.250000 Penalty: 3451.923340
	Iteration 44Q: 3 clusters Score -3826630 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -3826731.250000 Penalty: 3451.923340
	Iteration 45Q: 3 clusters Score -3826731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -3826820.250000 Penalty: 3451.923340
	Iteration 46Q: 3 clusters Score -3826820 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -3826886.500000 Penalty: 3451.923340
	Iteration 47Q: 3 clusters Score -3826886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -3826928.250000 Penalty: 3451.923340
	Iteration 48Q: 3 clusters Score -3826928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -3826984.250000 Penalty: 3451.923340
	Iteration 49Q: 3 clusters Score -3826984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -3827029.500000 Penalty: 3451.923340
	Iteration 50Q: 3 clusters Score -3827030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -3827064.000000 Penalty: 3451.923340
	Iteration 51Q: 3 clusters Score -3827064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -3827095.000000 Penalty: 3451.923340
	Iteration 52Q: 3 clusters Score -3827095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -3827112.750000 Penalty: 3451.923340
	Iteration 53Q: 3 clusters Score -3827113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -3827132.250000 Penalty: 3451.923340
	Iteration 54Q: 3 clusters Score -3827132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -3827155.250000 Penalty: 3451.923340
	Iteration 55Q: 3 clusters Score -3827155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -3827179.250000 Penalty: 3451.923340
	Iteration 56Q: 3 clusters Score -3827179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -3827197.000000 Penalty: 3451.923340
	Iteration 57Q: 3 clusters Score -3827197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -3827198.500000 Penalty: 3451.923340
	Iteration 58Q: 3 clusters Score -3827198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -3827211.500000 Penalty: 3451.923340
	Iteration 59Q: 3 clusters Score -3827212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -3827222.500000 Penalty: 3451.923340
	Iteration 60F: 3 clusters Score -3827222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -3827229.750000 Penalty: 3451.923340
	Iteration 61Q: 3 clusters Score -3827230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -3827238.500000 Penalty: 3451.923340
	Iteration 62Q: 3 clusters Score -3827238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -3827248.750000 Penalty: 3451.923340
	Iteration 63Q: 3 clusters Score -3827249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -3827261.000000 Penalty: 3451.923340
	Iteration 64Q: 3 clusters Score -3827261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -3827275.000000 Penalty: 3451.923340
	Iteration 65Q: 3 clusters Score -3827275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -3827291.000000 Penalty: 3451.923340
	Iteration 66Q: 3 clusters Score -3827291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -3827308.750000 Penalty: 3451.923340
	Iteration 67Q: 3 clusters Score -3827309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -3827319.250000 Penalty: 3451.923340
	Iteration 68Q: 3 clusters Score -3827319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -3827324.750000 Penalty: 3451.923340
	Iteration 69Q: 3 clusters Score -3827325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -3827332.500000 Penalty: 3451.923340
	Iteration 70Q: 3 clusters Score -3827332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -3827336.250000 Penalty: 3451.923340
	Iteration 71Q: 3 clusters Score -3827336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -3827342.000000 Penalty: 3451.923340
	Iteration 72Q: 3 clusters Score -3827342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -3827345.750000 Penalty: 3451.923340
	Iteration 73Q: 3 clusters Score -3827346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -3827345.000000 Penalty: 3451.923340
	Iteration 74Q: 3 clusters Score -3827345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -3827346.250000 Penalty: 3451.923340
	Iteration 75Q: 3 clusters Score -3827346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -3827346.500000 Penalty: 3451.923340
	Iteration 76Q: 3 clusters Score -3827346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -3827347.500000 Penalty: 3451.923340
	Iteration 77Q: 3 clusters Score -3827348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -3827346.250000 Penalty: 3451.923340
	Iteration 78Q: 3 clusters Score -3827346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -3827351.000000 Penalty: 3451.923340
	Iteration 79Q: 3 clusters Score -3827351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -3827350.000000 Penalty: 3451.923340
	Iteration 80F: 3 clusters Score -3827350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -3827350.500000 Penalty: 3451.923340
	Iteration 81Q: 3 clusters Score -3827350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -3827352.000000 Penalty: 3451.923340
	Iteration 82Q: 3 clusters Score -3827352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -3827354.750000 Penalty: 3451.923340
	Iteration 83Q: 3 clusters Score -3827355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -3827354.750000 Penalty: 3451.923340
	Iteration 84F: 3 clusters Score -3827355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Entering Unmasked Estep 
Score: -1954519.500000 Penalty: 1616.290527
	Iteration 0F: 2 clusters Score -1954520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1940403.375000 Penalty: 3232.581055
	Iteration 0F: 3 clusters Score -1940403 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1945409.750000 Penalty: 3232.581055
	Iteration 1F: 3 clusters Score -1945410 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1945789.750000 Penalty: 3232.581055
	Iteration 2Q: 3 clusters Score -1945790 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1946228.125000 Penalty: 3232.581055
	Iteration 3Q: 3 clusters Score -1946228 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1946883.000000 Penalty: 3232.581055
	Iteration 4F: 3 clusters Score -1946883 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1947788.250000 Penalty: 3232.581055
	Iteration 5F: 3 clusters Score -1947788 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1948974.000000 Penalty: 3232.581055
	Iteration 6F: 3 clusters Score -1948974 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1950309.875000 Penalty: 3232.581055
	Iteration 7F: 3 clusters Score -1950310 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1951576.625000 Penalty: 3232.581055
	Iteration 8F: 3 clusters Score -1951577 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1952483.625000 Penalty: 3232.581055
	Iteration 9Q: 3 clusters Score -1952484 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1952944.500000 Penalty: 3232.581055
	Iteration 10Q: 3 clusters Score -1952944 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1953118.875000 Penalty: 3232.581055
	Iteration 11Q: 3 clusters Score -1953119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1953216.500000 Penalty: 3232.581055
	Iteration 12Q: 3 clusters Score -1953216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1953277.375000 Penalty: 3232.581055
	Iteration 13Q: 3 clusters Score -1953277 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1953313.000000 Penalty: 3232.581055
	Iteration 14Q: 3 clusters Score -1953313 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1953343.125000 Penalty: 3232.581055
	Iteration 15Q: 3 clusters Score -1953343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1953364.000000 Penalty: 3232.581055
	Iteration 16Q: 3 clusters Score -1953364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1953390.000000 Penalty: 3232.581055
	Iteration 17Q: 3 clusters Score -1953390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1953407.375000 Penalty: 3232.581055
	Iteration 18Q: 3 clusters Score -1953407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1953411.875000 Penalty: 3232.581055
	Iteration 19Q: 3 clusters Score -1953412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1953423.875000 Penalty: 3232.581055
	Iteration 20F: 3 clusters Score -1953424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1953424.625000 Penalty: 3232.581055
	Iteration 21Q: 3 clusters Score -1953425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1953431.625000 Penalty: 3232.581055
	Iteration 22Q: 3 clusters Score -1953432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1953434.500000 Penalty: 3232.581055
	Iteration 23Q: 3 clusters Score -1953434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1953438.375000 Penalty: 3232.581055
	Iteration 24Q: 3 clusters Score -1953438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1953444.750000 Penalty: 3232.581055
	Iteration 25Q: 3 clusters Score -1953445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1953450.875000 Penalty: 3232.581055
	Iteration 26Q: 3 clusters Score -1953451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1953462.125000 Penalty: 3232.581055
	Iteration 27Q: 3 clusters Score -1953462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1953461.500000 Penalty: 3232.581055
	Iteration 28Q: 3 clusters Score -1953462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -1953467.625000 Penalty: 3232.581055
	Iteration 29Q: 3 clusters Score -1953468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1953474.000000 Penalty: 3232.581055
	Iteration 30Q: 3 clusters Score -1953474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1953475.750000 Penalty: 3232.581055
	Iteration 31Q: 3 clusters Score -1953476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1953475.250000 Penalty: 3232.581055
	Iteration 32Q: 3 clusters Score -1953475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1953480.125000 Penalty: 3232.581055
	Iteration 33Q: 3 clusters Score -1953480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -1953483.250000 Penalty: 3232.581055
	Iteration 34Q: 3 clusters Score -1953483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1953487.500000 Penalty: 3232.581055
	Iteration 35Q: 3 clusters Score -1953488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1953490.750000 Penalty: 3232.581055
	Iteration 36Q: 3 clusters Score -1953491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1953495.250000 Penalty: 3232.581055
	Iteration 37Q: 3 clusters Score -1953495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1953498.625000 Penalty: 3232.581055
	Iteration 38Q: 3 clusters Score -1953499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1953500.375000 Penalty: 3232.581055
	Iteration 39Q: 3 clusters Score -1953500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1953499.375000 Penalty: 3232.581055
	Iteration 40F: 3 clusters Score -1953499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1953503.375000 Penalty: 3232.581055
	Iteration 41Q: 3 clusters Score -1953503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1953503.500000 Penalty: 3232.581055
	Iteration 42Q: 3 clusters Score -1953504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1953505.500000 Penalty: 3232.581055
	Iteration 43Q: 3 clusters Score -1953506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -1953508.000000 Penalty: 3232.581055
	Iteration 44Q: 3 clusters Score -1953508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1953510.125000 Penalty: 3232.581055
	Iteration 45Q: 3 clusters Score -1953510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1953514.125000 Penalty: 3232.581055
	Iteration 46Q: 3 clusters Score -1953514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1953512.875000 Penalty: 3232.581055
	Iteration 47Q: 3 clusters Score -1953513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1953518.625000 Penalty: 3232.581055
	Iteration 48Q: 3 clusters Score -1953519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1953521.500000 Penalty: 3232.581055
	Iteration 49Q: 3 clusters Score -1953522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1953521.500000 Penalty: 3232.581055
	Iteration 50Q: 3 clusters Score -1953522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1953526.750000 Penalty: 3232.581055
	Iteration 51Q: 3 clusters Score -1953527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1953532.125000 Penalty: 3232.581055
	Iteration 52Q: 3 clusters Score -1953532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1953532.500000 Penalty: 3232.581055
	Iteration 53Q: 3 clusters Score -1953532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1953536.625000 Penalty: 3232.581055
	Iteration 54Q: 3 clusters Score -1953537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1953539.750000 Penalty: 3232.581055
	Iteration 55Q: 3 clusters Score -1953540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1953537.000000 Penalty: 3232.581055
	Iteration 56Q: 3 clusters Score -1953537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1953544.250000 Penalty: 3232.581055
	Iteration 57Q: 3 clusters Score -1953544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1953546.500000 Penalty: 3232.581055
	Iteration 58Q: 3 clusters Score -1953546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1953549.875000 Penalty: 3232.581055
	Iteration 59Q: 3 clusters Score -1953550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1953554.375000 Penalty: 3232.581055
	Iteration 60F: 3 clusters Score -1953554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1953556.125000 Penalty: 3232.581055
	Iteration 61Q: 3 clusters Score -1953556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1953559.500000 Penalty: 3232.581055
	Iteration 62Q: 3 clusters Score -1953560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1953562.000000 Penalty: 3232.581055
	Iteration 63Q: 3 clusters Score -1953562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1953561.250000 Penalty: 3232.581055
	Iteration 64Q: 3 clusters Score -1953561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1953560.750000 Penalty: 3232.581055
	Iteration 65Q: 3 clusters Score -1953561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1953563.250000 Penalty: 3232.581055
	Iteration 66Q: 3 clusters Score -1953563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1953563.000000 Penalty: 3232.581055
	Iteration 67Q: 3 clusters Score -1953563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1953568.500000 Penalty: 3232.581055
	Iteration 68Q: 3 clusters Score -1953568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -1953569.875000 Penalty: 3232.581055
	Iteration 69Q: 3 clusters Score -1953570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1953568.500000 Penalty: 3232.581055
	Iteration 70Q: 3 clusters Score -1953568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -1953565.000000 Penalty: 3232.581055
	Iteration 71Q: 3 clusters Score -1953565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -1953566.625000 Penalty: 3232.581055
	Iteration 72Q: 3 clusters Score -1953567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1953566.875000 Penalty: 3232.581055
	Iteration 73Q: 3 clusters Score -1953567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1953566.625000 Penalty: 3232.581055
	Iteration 74Q: 3 clusters Score -1953567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1953568.625000 Penalty: 3232.581055
	Iteration 75Q: 3 clusters Score -1953569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1953569.000000 Penalty: 3232.581055
	Iteration 76Q: 3 clusters Score -1953569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1953567.500000 Penalty: 3232.581055
	Iteration 77Q: 3 clusters Score -1953568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1953567.500000 Penalty: 3232.581055
	Iteration 78F: 3 clusters Score -1953568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316530 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29674 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 42916 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 13 contains 58645 members 
Mstep: Class 14 contains 14637 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 17 contains 23355 members 
Mstep: Class 18 contains 40999 members 
Mstep: Class 19 contains 20877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547504.000000 Penalty: 28115.259766
Iteration 239Q: 14 clusters Score -5.45475e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316521 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29697 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 42906 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 13 contains 58642 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 17 contains 23354 members 
Mstep: Class 18 contains 40998 members 
Mstep: Class 19 contains 20881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547564.000000 Penalty: 28115.259766
Iteration 240F: 14 clusters Score -5.454756e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316515 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29718 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 42897 members 
Mstep: Class 10 contains 12297 members 
Mstep: Class 13 contains 58638 members 
Mstep: Class 14 contains 14630 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23354 members 
Mstep: Class 18 contains 40997 members 
Mstep: Class 19 contains 20884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547604.000000 Penalty: 28115.259766
Iteration 241Q: 14 clusters Score -5.45476e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316509 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29733 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 42892 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 13 contains 58635 members 
Mstep: Class 14 contains 14625 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 40998 members 
Mstep: Class 19 contains 20890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547600.000000 Penalty: 28115.259766
Iteration 242Q: 14 clusters Score -5.45476e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316504 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 7 contains 29746 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 42891 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 13 contains 58630 members 
Mstep: Class 14 contains 14619 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 41000 members 
Mstep: Class 19 contains 20891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547652.000000 Penalty: 28115.259766
Iteration 243Q: 14 clusters Score -5.454765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316506 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 7 contains 29757 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 42887 members 
Mstep: Class 10 contains 12293 members 
Mstep: Class 13 contains 58628 members 
Mstep: Class 14 contains 14615 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 40998 members 
Mstep: Class 19 contains 20890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547664.000000 Penalty: 28115.259766
Iteration 244Q: 14 clusters Score -5.454766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316512 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29763 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 42882 members 
Mstep: Class 10 contains 12292 members 
Mstep: Class 13 contains 58625 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 41000 members 
Mstep: Class 19 contains 20890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547636.000000 Penalty: 28115.259766
Iteration 245Q: 14 clusters Score -5.454764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316513 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29774 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 42876 members 
Mstep: Class 10 contains 12290 members 
Mstep: Class 13 contains 58625 members 
Mstep: Class 14 contains 14605 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23351 members 
Mstep: Class 18 contains 40999 members 
Mstep: Class 19 contains 20891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547640.000000 Penalty: 28115.259766
Iteration 246Q: 14 clusters Score -5.454764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316518 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29780 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 42873 members 
Mstep: Class 10 contains 12289 members 
Mstep: Class 13 contains 58623 members 
Mstep: Class 14 contains 14597 members 
Mstep: Class 15 contains 36126 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 40997 members 
Mstep: Class 19 contains 20896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547648.000000 Penalty: 28115.259766
Iteration 247Q: 14 clusters Score -5.454765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316516 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29783 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 42871 members 
Mstep: Class 10 contains 12289 members 
Mstep: Class 13 contains 58620 members 
Mstep: Class 14 contains 14595 members 
Mstep: Class 15 contains 36126 members 
Mstep: Class 17 contains 23355 members 
Mstep: Class 18 contains 40997 members 
Mstep: Class 19 contains 20899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547612.000000 Penalty: 28115.259766
Iteration 248Q: 14 clusters Score -5.454761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316510 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29786 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 42869 members 
Mstep: Class 10 contains 12290 members 
Mstep: Class 13 contains 58619 members 
Mstep: Class 14 contains 14595 members 
Mstep: Class 15 contains 36126 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 40997 members 
Mstep: Class 19 contains 20904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547632.000000 Penalty: 28115.259766
Iteration 249Q: 14 clusters Score -5.454763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316504 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29789 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 42866 members 
Mstep: Class 10 contains 12291 members 
Mstep: Class 13 contains 58619 members 
Mstep: Class 14 contains 14595 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23351 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547632.000000 Penalty: 28115.259766
Iteration 250Q: 14 clusters Score -5.454763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316501 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29792 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 42862 members 
Mstep: Class 10 contains 12291 members 
Mstep: Class 13 contains 58619 members 
Mstep: Class 14 contains 14596 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40994 members 
Mstep: Class 19 contains 20914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547576.000000 Penalty: 28115.259766
Iteration 251Q: 14 clusters Score -5.454758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316501 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29796 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42860 members 
Mstep: Class 10 contains 12291 members 
Mstep: Class 13 contains 58619 members 
Mstep: Class 14 contains 14595 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23346 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 20914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547580.000000 Penalty: 28115.259766
Iteration 252Q: 14 clusters Score -5.454758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316498 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 7 contains 29802 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42859 members 
Mstep: Class 10 contains 12291 members 
Mstep: Class 13 contains 58618 members 
Mstep: Class 14 contains 14592 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23345 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 20917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547552.000000 Penalty: 28115.259766
Iteration 253Q: 14 clusters Score -5.454755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316490 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29810 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42859 members 
Mstep: Class 10 contains 12290 members 
Mstep: Class 13 contains 58617 members 
Mstep: Class 14 contains 14591 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23345 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 20919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547584.000000 Penalty: 28115.259766
Iteration 254Q: 14 clusters Score -5.454758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316488 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29815 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42859 members 
Mstep: Class 10 contains 12289 members 
Mstep: Class 13 contains 58616 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23345 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547632.000000 Penalty: 28115.259766
Iteration 255Q: 14 clusters Score -5.454763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316485 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29819 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42858 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 13 contains 58617 members 
Mstep: Class 14 contains 14588 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23345 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547612.000000 Penalty: 28115.259766
Iteration 256Q: 14 clusters Score -5.454761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316485 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29823 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42858 members 
Mstep: Class 10 contains 12286 members 
Mstep: Class 13 contains 58615 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23346 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547592.000000 Penalty: 28115.259766
Iteration 257Q: 14 clusters Score -5.454759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316479 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29832 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42858 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58613 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23347 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547628.000000 Penalty: 28115.259766
Iteration 258Q: 14 clusters Score -5.454763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316472 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29838 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42858 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58613 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547620.000000 Penalty: 28115.259766
Iteration 259Q: 14 clusters Score -5.454762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316462 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29847 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42858 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58613 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547628.000000 Penalty: 28115.259766
Iteration 260F: 14 clusters Score -5.454763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316456 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29855 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42856 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58613 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547624.000000 Penalty: 28115.259766
Iteration 261Q: 14 clusters Score -5.454762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316447 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29866 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42854 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58612 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40994 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547624.000000 Penalty: 28115.259766
Iteration 262Q: 14 clusters Score -5.454762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316442 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29876 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42851 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58610 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 36127 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40994 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547648.000000 Penalty: 28115.259766
Iteration 263Q: 14 clusters Score -5.454765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316435 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29888 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42847 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58609 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547688.000000 Penalty: 28115.259766
Iteration 264Q: 14 clusters Score -5.454769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316427 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29901 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42844 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58608 members 
Mstep: Class 14 contains 14586 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547644.000000 Penalty: 28115.259766
Iteration 265Q: 14 clusters Score -5.454764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316420 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29913 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42841 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58607 members 
Mstep: Class 14 contains 14585 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547640.000000 Penalty: 28115.259766
Iteration 266Q: 14 clusters Score -5.454764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316407 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29928 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42840 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58606 members 
Mstep: Class 14 contains 14585 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547644.000000 Penalty: 28115.259766
Iteration 267Q: 14 clusters Score -5.454764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316396 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29938 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42840 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58606 members 
Mstep: Class 14 contains 14585 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547660.000000 Penalty: 28115.259766
Iteration 268Q: 14 clusters Score -5.454766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316395 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29942 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42840 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58605 members 
Mstep: Class 14 contains 14583 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547668.000000 Penalty: 28115.259766
Iteration 269Q: 14 clusters Score -5.454767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316394 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29944 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42840 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58604 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36129 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40994 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547668.000000 Penalty: 28115.259766
Iteration 270Q: 14 clusters Score -5.454767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316392 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29945 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42840 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58603 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547680.000000 Penalty: 28115.259766
Iteration 271Q: 14 clusters Score -5.454768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316393 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29946 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42839 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 13 contains 58602 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547664.000000 Penalty: 28115.259766
Iteration 272Q: 14 clusters Score -5.454766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316396 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42836 members 
Mstep: Class 10 contains 12283 members 
Mstep: Class 13 contains 58602 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547644.000000 Penalty: 28115.259766
Iteration 273Q: 14 clusters Score -5.454764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316402 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42833 members 
Mstep: Class 10 contains 12280 members 
Mstep: Class 13 contains 58602 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547632.000000 Penalty: 28115.259766
Iteration 274Q: 14 clusters Score -5.454763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316407 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42830 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 13 contains 58601 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547652.000000 Penalty: 28115.259766
Iteration 275Q: 14 clusters Score -5.454765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316417 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42826 members 
Mstep: Class 10 contains 12276 members 
Mstep: Class 13 contains 58598 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36130 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547640.000000 Penalty: 28115.259766
Iteration 276Q: 14 clusters Score -5.454764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316426 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42823 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 13 contains 58596 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36131 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547664.000000 Penalty: 28115.259766
Iteration 277Q: 14 clusters Score -5.454766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316435 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42820 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 13 contains 58594 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36131 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547660.000000 Penalty: 28115.259766
Iteration 278Q: 14 clusters Score -5.454766e+07 nChanged 11
Entering ConstructFrom: 
Score: -54547660.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (316439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316439 members 
Entering Unmasked Estep 
Score: -28951368.000000 Penalty: 2058.043945
	Iteration 0F: 2 clusters Score -2.895137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158443 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -28745884.000000 Penalty: 4116.087891
	Iteration 0F: 3 clusters Score -2.874588e+07 nChanged 154894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167009 members 
Mstep: Class 2 contains 149430 members 
Entering Unmasked Estep 
Score: -28838202.000000 Penalty: 4116.087891
	Iteration 1F: 3 clusters Score -2.88382e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172104 members 
Mstep: Class 2 contains 144335 members 
Entering Unmasked Estep 
Score: -28839836.000000 Penalty: 4116.087891
	Iteration 2Q: 3 clusters Score -2.883984e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -28842344.000000 Penalty: 4116.087891
	Iteration 3Q: 3 clusters Score -2.884234e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192389 members 
Mstep: Class 2 contains 124050 members 
Entering Unmasked Estep 
Score: -28847370.000000 Penalty: 4116.087891
	Iteration 4Q: 3 clusters Score -2.884737e+07 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210289 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -28857210.000000 Penalty: 4116.087891
	Iteration 5F: 3 clusters Score -2.885721e+07 nChanged 24317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234540 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -28875126.000000 Penalty: 4116.087891
	Iteration 6F: 3 clusters Score -2.887513e+07 nChanged 27939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262465 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -28900730.000000 Penalty: 4116.087891
	Iteration 7F: 3 clusters Score -2.890073e+07 nChanged 25228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287687 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -28926292.000000 Penalty: 4116.087891
	Iteration 8F: 3 clusters Score -2.892629e+07 nChanged 16689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304376 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -28941718.000000 Penalty: 4116.087891
	Iteration 9F: 3 clusters Score -2.894172e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312506 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -28947486.000000 Penalty: 4116.087891
	Iteration 10Q: 3 clusters Score -2.894749e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315383 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -28948856.000000 Penalty: 4116.087891
	Iteration 11Q: 3 clusters Score -2.894886e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316091 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28949242.000000 Penalty: 4116.087891
	Iteration 12Q: 3 clusters Score -2.894924e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316257 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28949416.000000 Penalty: 4116.087891
	Iteration 13Q: 3 clusters Score -2.894942e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316285 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28949456.000000 Penalty: 4116.087891
	Iteration 14Q: 3 clusters Score -2.894946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316300 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28949480.000000 Penalty: 4116.087891
	Iteration 15Q: 3 clusters Score -2.894948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316305 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28949500.000000 Penalty: 4116.087891
	Iteration 16Q: 3 clusters Score -2.89495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316306 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28949498.000000 Penalty: 4116.087891
	Iteration 17Q: 3 clusters Score -2.89495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316306 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28949498.000000 Penalty: 4116.087891
	Iteration 18F: 3 clusters Score -2.89495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -133541.343750 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -133541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -131817.875000 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -131817.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132121.312500 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -132121.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -132195.234375 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -132195.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -132251.906250 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -132251.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -132283.890625 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -132283.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -132303.468750 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -132303.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -132313.250000 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -132313.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -132320.031250 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -132320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -132327.484375 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -132327.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -132344.218750 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -132344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -132351.843750 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -132351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -132357.656250 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -132357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -132361.937500 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -132361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -132362.796875 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -132362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -132364.265625 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -132364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -132366.312500 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -132366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -132367.140625 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -132367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -132368.828125 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -132368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -132372.171875 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -132372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -132374.609375 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -132374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -132379.421875 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -132379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -132383.000000 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -132383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -132385.562500 Penalty: 2353.211182
	Iteration 22Q: 3 clusters Score -132385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -132387.515625 Penalty: 2353.211182
	Iteration 23Q: 3 clusters Score -132387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -132387.828125 Penalty: 2353.211182
	Iteration 24Q: 3 clusters Score -132387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -132388.000000 Penalty: 2353.211182
	Iteration 25Q: 3 clusters Score -132388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -132388.000000 Penalty: 2353.211182
	Iteration 26F: 3 clusters Score -132388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -83299.070312 Penalty: 1127.313477
	Iteration 0F: 2 clusters Score -83299.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81888.695312 Penalty: 2254.626953
	Iteration 0F: 3 clusters Score -81888.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82228.695312 Penalty: 2254.626953
	Iteration 1F: 3 clusters Score -82228.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82316.867188 Penalty: 2254.626953
	Iteration 2F: 3 clusters Score -82316.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82362.695312 Penalty: 2254.626953
	Iteration 3Q: 3 clusters Score -82362.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82390.125000 Penalty: 2254.626953
	Iteration 4Q: 3 clusters Score -82390.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82406.445312 Penalty: 2254.626953
	Iteration 5Q: 3 clusters Score -82406.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -82420.125000 Penalty: 2254.626953
	Iteration 6Q: 3 clusters Score -82420.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82430.429688 Penalty: 2254.626953
	Iteration 7Q: 3 clusters Score -82430.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82445.265625 Penalty: 2254.626953
	Iteration 8Q: 3 clusters Score -82445.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82454.296875 Penalty: 2254.626953
	Iteration 9Q: 3 clusters Score -82454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82458.453125 Penalty: 2254.626953
	Iteration 10Q: 3 clusters Score -82458.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82462.218750 Penalty: 2254.626953
	Iteration 11Q: 3 clusters Score -82462.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82466.460938 Penalty: 2254.626953
	Iteration 12Q: 3 clusters Score -82466.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82469.625000 Penalty: 2254.626953
	Iteration 13Q: 3 clusters Score -82469.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82470.796875 Penalty: 2254.626953
	Iteration 14Q: 3 clusters Score -82470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82470.796875 Penalty: 2254.626953
	Iteration 15F: 3 clusters Score -82470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Entering Unmasked Estep 
Score: -2809245.500000 Penalty: 1674.922852
	Iteration 0F: 2 clusters Score -2809246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2789087.750000 Penalty: 3349.845703
	Iteration 0F: 3 clusters Score -2789088 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2796853.500000 Penalty: 3349.845703
	Iteration 1F: 3 clusters Score -2796854 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2797415.750000 Penalty: 3349.845703
	Iteration 2Q: 3 clusters Score -2797416 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2798029.000000 Penalty: 3349.845703
	Iteration 3Q: 3 clusters Score -2798029 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2798735.250000 Penalty: 3349.845703
	Iteration 4Q: 3 clusters Score -2798735 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2799508.000000 Penalty: 3349.845703
	Iteration 5F: 3 clusters Score -2799508 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2800454.000000 Penalty: 3349.845703
	Iteration 6F: 3 clusters Score -2800454 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2801593.750000 Penalty: 3349.845703
	Iteration 7F: 3 clusters Score -2801594 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2802949.750000 Penalty: 3349.845703
	Iteration 8F: 3 clusters Score -2802950 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2804145.500000 Penalty: 3349.845703
	Iteration 9F: 3 clusters Score -2804146 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2804750.750000 Penalty: 3349.845703
	Iteration 10Q: 3 clusters Score -2804751 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2804990.750000 Penalty: 3349.845703
	Iteration 11Q: 3 clusters Score -2804991 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2805126.250000 Penalty: 3349.845703
	Iteration 12Q: 3 clusters Score -2805126 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2805220.000000 Penalty: 3349.845703
	Iteration 13Q: 3 clusters Score -2805220 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2805311.750000 Penalty: 3349.845703
	Iteration 14Q: 3 clusters Score -2805312 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2805389.750000 Penalty: 3349.845703
	Iteration 15Q: 3 clusters Score -2805390 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2805469.500000 Penalty: 3349.845703
	Iteration 16Q: 3 clusters Score -2805470 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2805538.750000 Penalty: 3349.845703
	Iteration 17Q: 3 clusters Score -2805539 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2805574.000000 Penalty: 3349.845703
	Iteration 18Q: 3 clusters Score -2805574 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2805608.250000 Penalty: 3349.845703
	Iteration 19Q: 3 clusters Score -2805608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2805661.750000 Penalty: 3349.845703
	Iteration 20F: 3 clusters Score -2805662 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2805705.000000 Penalty: 3349.845703
	Iteration 21Q: 3 clusters Score -2805705 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2805755.750000 Penalty: 3349.845703
	Iteration 22Q: 3 clusters Score -2805756 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2805802.000000 Penalty: 3349.845703
	Iteration 23Q: 3 clusters Score -2805802 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2805852.500000 Penalty: 3349.845703
	Iteration 24Q: 3 clusters Score -2805852 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2805917.250000 Penalty: 3349.845703
	Iteration 25Q: 3 clusters Score -2805917 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2805959.250000 Penalty: 3349.845703
	Iteration 26Q: 3 clusters Score -2805959 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2805996.500000 Penalty: 3349.845703
	Iteration 27Q: 3 clusters Score -2805996 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2806043.500000 Penalty: 3349.845703
	Iteration 28Q: 3 clusters Score -2806044 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2806091.000000 Penalty: 3349.845703
	Iteration 29Q: 3 clusters Score -2806091 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2806151.250000 Penalty: 3349.845703
	Iteration 30Q: 3 clusters Score -2806151 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2806199.000000 Penalty: 3349.845703
	Iteration 31Q: 3 clusters Score -2806199 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2806253.750000 Penalty: 3349.845703
	Iteration 32Q: 3 clusters Score -2806254 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2806321.750000 Penalty: 3349.845703
	Iteration 33Q: 3 clusters Score -2806322 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2806373.000000 Penalty: 3349.845703
	Iteration 34Q: 3 clusters Score -2806373 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2806436.250000 Penalty: 3349.845703
	Iteration 35Q: 3 clusters Score -2806436 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2806502.500000 Penalty: 3349.845703
	Iteration 36Q: 3 clusters Score -2806502 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2806536.750000 Penalty: 3349.845703
	Iteration 37Q: 3 clusters Score -2806537 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2806613.000000 Penalty: 3349.845703
	Iteration 38Q: 3 clusters Score -2806613 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2806678.500000 Penalty: 3349.845703
	Iteration 39Q: 3 clusters Score -2806678 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2806743.000000 Penalty: 3349.845703
	Iteration 40F: 3 clusters Score -2806743 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2806787.500000 Penalty: 3349.845703
	Iteration 41Q: 3 clusters Score -2806788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2806823.750000 Penalty: 3349.845703
	Iteration 42Q: 3 clusters Score -2806824 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2806869.750000 Penalty: 3349.845703
	Iteration 43Q: 3 clusters Score -2806870 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -2806915.250000 Penalty: 3349.845703
	Iteration 44Q: 3 clusters Score -2806915 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2806967.000000 Penalty: 3349.845703
	Iteration 45Q: 3 clusters Score -2806967 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2807011.250000 Penalty: 3349.845703
	Iteration 46Q: 3 clusters Score -2807011 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2807061.750000 Penalty: 3349.845703
	Iteration 47Q: 3 clusters Score -2807062 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2807115.250000 Penalty: 3349.845703
	Iteration 48Q: 3 clusters Score -2807115 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2807154.250000 Penalty: 3349.845703
	Iteration 49Q: 3 clusters Score -2807154 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -2807201.000000 Penalty: 3349.845703
	Iteration 50Q: 3 clusters Score -2807201 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -2807252.500000 Penalty: 3349.845703
	Iteration 51Q: 3 clusters Score -2807252 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -2807327.750000 Penalty: 3349.845703
	Iteration 52Q: 3 clusters Score -2807328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -2807377.500000 Penalty: 3349.845703
	Iteration 53Q: 3 clusters Score -2807378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -2807433.750000 Penalty: 3349.845703
	Iteration 54Q: 3 clusters Score -2807434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2807483.500000 Penalty: 3349.845703
	Iteration 55Q: 3 clusters Score -2807484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -2807550.750000 Penalty: 3349.845703
	Iteration 56Q: 3 clusters Score -2807551 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -2807615.000000 Penalty: 3349.845703
	Iteration 57Q: 3 clusters Score -2807615 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -2807656.250000 Penalty: 3349.845703
	Iteration 58Q: 3 clusters Score -2807656 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2807677.500000 Penalty: 3349.845703
	Iteration 59Q: 3 clusters Score -2807678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -2807705.250000 Penalty: 3349.845703
	Iteration 60F: 3 clusters Score -2807705 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -2807729.750000 Penalty: 3349.845703
	Iteration 61Q: 3 clusters Score -2807730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -2807746.000000 Penalty: 3349.845703
	Iteration 62Q: 3 clusters Score -2807746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -2807770.750000 Penalty: 3349.845703
	Iteration 63Q: 3 clusters Score -2807771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -2807781.250000 Penalty: 3349.845703
	Iteration 64Q: 3 clusters Score -2807781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -2807800.250000 Penalty: 3349.845703
	Iteration 65Q: 3 clusters Score -2807800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -2807823.500000 Penalty: 3349.845703
	Iteration 66Q: 3 clusters Score -2807824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2807825.750000 Penalty: 3349.845703
	Iteration 67Q: 3 clusters Score -2807826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -2807836.500000 Penalty: 3349.845703
	Iteration 68Q: 3 clusters Score -2807836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -2807848.500000 Penalty: 3349.845703
	Iteration 69Q: 3 clusters Score -2807848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2807861.500000 Penalty: 3349.845703
	Iteration 70Q: 3 clusters Score -2807862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -2807867.500000 Penalty: 3349.845703
	Iteration 71Q: 3 clusters Score -2807868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -2807879.000000 Penalty: 3349.845703
	Iteration 72Q: 3 clusters Score -2807879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -2807889.750000 Penalty: 3349.845703
	Iteration 73Q: 3 clusters Score -2807890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -2807898.500000 Penalty: 3349.845703
	Iteration 74Q: 3 clusters Score -2807898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2807901.250000 Penalty: 3349.845703
	Iteration 75Q: 3 clusters Score -2807901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -2807907.750000 Penalty: 3349.845703
	Iteration 76Q: 3 clusters Score -2807908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -2807906.000000 Penalty: 3349.845703
	Iteration 77Q: 3 clusters Score -2807906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -2807915.000000 Penalty: 3349.845703
	Iteration 78Q: 3 clusters Score -2807915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -2807917.750000 Penalty: 3349.845703
	Iteration 79Q: 3 clusters Score -2807918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -2807921.750000 Penalty: 3349.845703
	Iteration 80F: 3 clusters Score -2807922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -2807920.750000 Penalty: 3349.845703
	Iteration 81Q: 3 clusters Score -2807921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -2807918.750000 Penalty: 3349.845703
	Iteration 82Q: 3 clusters Score -2807919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -2807922.500000 Penalty: 3349.845703
	Iteration 83Q: 3 clusters Score -2807922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -2807924.250000 Penalty: 3349.845703
	Iteration 84Q: 3 clusters Score -2807924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -2807920.000000 Penalty: 3349.845703
	Iteration 85Q: 3 clusters Score -2807920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -2807920.250000 Penalty: 3349.845703
	Iteration 86Q: 3 clusters Score -2807920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -2807916.750000 Penalty: 3349.845703
	Iteration 87Q: 3 clusters Score -2807917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -2807919.000000 Penalty: 3349.845703
	Iteration 88Q: 3 clusters Score -2807919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -2807921.250000 Penalty: 3349.845703
	Iteration 89Q: 3 clusters Score -2807921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -2807927.500000 Penalty: 3349.845703
	Iteration 90Q: 3 clusters Score -2807928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -2807933.000000 Penalty: 3349.845703
	Iteration 91Q: 3 clusters Score -2807933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2807932.250000 Penalty: 3349.845703
	Iteration 92Q: 3 clusters Score -2807932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -2807933.250000 Penalty: 3349.845703
	Iteration 93Q: 3 clusters Score -2807933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -2807936.250000 Penalty: 3349.845703
	Iteration 94Q: 3 clusters Score -2807936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -2807934.250000 Penalty: 3349.845703
	Iteration 95Q: 3 clusters Score -2807934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -2807937.750000 Penalty: 3349.845703
	Iteration 96Q: 3 clusters Score -2807938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -2807941.000000 Penalty: 3349.845703
	Iteration 97Q: 3 clusters Score -2807941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -2807943.750000 Penalty: 3349.845703
	Iteration 98Q: 3 clusters Score -2807944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -2807944.000000 Penalty: 3349.845703
	Iteration 99Q: 3 clusters Score -2807944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -2807948.250000 Penalty: 3349.845703
	Iteration 100F: 3 clusters Score -2807948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -2807946.500000 Penalty: 3349.845703
	Iteration 101Q: 3 clusters Score -2807946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -2807949.500000 Penalty: 3349.845703
	Iteration 102Q: 3 clusters Score -2807950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -2807947.000000 Penalty: 3349.845703
	Iteration 103Q: 3 clusters Score -2807947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -2807949.000000 Penalty: 3349.845703
	Iteration 104Q: 3 clusters Score -2807949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -2807949.750000 Penalty: 3349.845703
	Iteration 105Q: 3 clusters Score -2807950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2807952.250000 Penalty: 3349.845703
	Iteration 106Q: 3 clusters Score -2807952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -2807952.000000 Penalty: 3349.845703
	Iteration 107Q: 3 clusters Score -2807952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -2807953.750000 Penalty: 3349.845703
	Iteration 108Q: 3 clusters Score -2807954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -2807951.250000 Penalty: 3349.845703
	Iteration 109Q: 3 clusters Score -2807951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -2807953.750000 Penalty: 3349.845703
	Iteration 110Q: 3 clusters Score -2807954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -2807954.000000 Penalty: 3349.845703
	Iteration 111Q: 3 clusters Score -2807954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -2807953.750000 Penalty: 3349.845703
	Iteration 112Q: 3 clusters Score -2807954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -2807958.250000 Penalty: 3349.845703
	Iteration 113Q: 3 clusters Score -2807958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -2807958.000000 Penalty: 3349.845703
	Iteration 114Q: 3 clusters Score -2807958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -2807964.500000 Penalty: 3349.845703
	Iteration 115Q: 3 clusters Score -2807964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -2807964.750000 Penalty: 3349.845703
	Iteration 116Q: 3 clusters Score -2807965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -2807970.000000 Penalty: 3349.845703
	Iteration 117Q: 3 clusters Score -2807970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -2807972.750000 Penalty: 3349.845703
	Iteration 118Q: 3 clusters Score -2807973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -2807971.500000 Penalty: 3349.845703
	Iteration 119Q: 3 clusters Score -2807972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -2807973.000000 Penalty: 3349.845703
	Iteration 120F: 3 clusters Score -2807973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -2807971.500000 Penalty: 3349.845703
	Iteration 121Q: 3 clusters Score -2807972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2807970.500000 Penalty: 3349.845703
	Iteration 122Q: 3 clusters Score -2807970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -2807970.000000 Penalty: 3349.845703
	Iteration 123Q: 3 clusters Score -2807970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -2807970.000000 Penalty: 3349.845703
	Iteration 124F: 3 clusters Score -2807970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -356015.593750 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -356015.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -352622.593750 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -352622.6 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -353517.031250 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -353517 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -353701.093750 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -353701.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -353872.718750 Penalty: 2705.409180
	Iteration 3F: 3 clusters Score -353872.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -354047.906250 Penalty: 2705.409180
	Iteration 4Q: 3 clusters Score -354047.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -354289.718750 Penalty: 2705.409180
	Iteration 5F: 3 clusters Score -354289.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -354592.750000 Penalty: 2705.409180
	Iteration 6F: 3 clusters Score -354592.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -354879.437500 Penalty: 2705.409180
	Iteration 7F: 3 clusters Score -354879.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -355123.656250 Penalty: 2705.409180
	Iteration 8F: 3 clusters Score -355123.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -355302.875000 Penalty: 2705.409180
	Iteration 9F: 3 clusters Score -355302.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -355426.906250 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -355426.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -355494.312500 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -355494.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -355538.687500 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -355538.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -355565.812500 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -355565.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -355580.250000 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -355580.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -355590.906250 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -355590.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -355596.187500 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -355596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -355601.000000 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -355601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -355604.125000 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -355604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -355607.906250 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -355607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -355610.937500 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -355610.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -355614.375000 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -355614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -355614.937500 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -355614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -355615.656250 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -355615.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -355616.968750 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -355617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -355617.375000 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -355617.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -355617.375000 Penalty: 2705.409180
	Iteration 26F: 3 clusters Score -355617.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Entering Unmasked Estep 
Score: -3994832.250000 Penalty: 1733.019775
	Iteration 0F: 2 clusters Score -3994832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3966123.000000 Penalty: 3466.039551
	Iteration 0F: 3 clusters Score -3966123 nChanged 20006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3977346.250000 Penalty: 3466.039551
	Iteration 1F: 3 clusters Score -3977346 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3977866.000000 Penalty: 3466.039551
	Iteration 2Q: 3 clusters Score -3977866 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3978527.500000 Penalty: 3466.039551
	Iteration 3Q: 3 clusters Score -3978528 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3979489.750000 Penalty: 3466.039551
	Iteration 4Q: 3 clusters Score -3979490 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3980888.250000 Penalty: 3466.039551
	Iteration 5F: 3 clusters Score -3980888 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3982670.250000 Penalty: 3466.039551
	Iteration 6F: 3 clusters Score -3982670 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3984724.750000 Penalty: 3466.039551
	Iteration 7F: 3 clusters Score -3984725 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3986681.250000 Penalty: 3466.039551
	Iteration 8F: 3 clusters Score -3986681 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3988030.750000 Penalty: 3466.039551
	Iteration 9F: 3 clusters Score -3988031 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3988792.750000 Penalty: 3466.039551
	Iteration 10Q: 3 clusters Score -3988793 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3989223.500000 Penalty: 3466.039551
	Iteration 11Q: 3 clusters Score -3989224 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3989484.500000 Penalty: 3466.039551
	Iteration 12Q: 3 clusters Score -3989484 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -3989706.000000 Penalty: 3466.039551
	Iteration 13Q: 3 clusters Score -3989706 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3989917.750000 Penalty: 3466.039551
	Iteration 14Q: 3 clusters Score -3989918 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3990101.000000 Penalty: 3466.039551
	Iteration 15Q: 3 clusters Score -3990101 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3990287.750000 Penalty: 3466.039551
	Iteration 16Q: 3 clusters Score -3990288 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3990450.500000 Penalty: 3466.039551
	Iteration 17Q: 3 clusters Score -3990450 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -3990652.250000 Penalty: 3466.039551
	Iteration 18Q: 3 clusters Score -3990652 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3990801.250000 Penalty: 3466.039551
	Iteration 19Q: 3 clusters Score -3990801 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -3991019.250000 Penalty: 3466.039551
	Iteration 20F: 3 clusters Score -3991019 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -3991216.500000 Penalty: 3466.039551
	Iteration 21Q: 3 clusters Score -3991216 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -3991387.250000 Penalty: 3466.039551
	Iteration 22Q: 3 clusters Score -3991387 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3991530.250000 Penalty: 3466.039551
	Iteration 23Q: 3 clusters Score -3991530 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -3991685.500000 Penalty: 3466.039551
	Iteration 24Q: 3 clusters Score -3991686 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -3991828.250000 Penalty: 3466.039551
	Iteration 25Q: 3 clusters Score -3991828 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -3991960.500000 Penalty: 3466.039551
	Iteration 26Q: 3 clusters Score -3991960 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -3992111.250000 Penalty: 3466.039551
	Iteration 27Q: 3 clusters Score -3992111 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3992239.250000 Penalty: 3466.039551
	Iteration 28Q: 3 clusters Score -3992239 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3992362.500000 Penalty: 3466.039551
	Iteration 29Q: 3 clusters Score -3992362 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -3992494.250000 Penalty: 3466.039551
	Iteration 30Q: 3 clusters Score -3992494 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -3992581.500000 Penalty: 3466.039551
	Iteration 31Q: 3 clusters Score -3992582 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -3992703.750000 Penalty: 3466.039551
	Iteration 32Q: 3 clusters Score -3992704 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3992794.250000 Penalty: 3466.039551
	Iteration 33Q: 3 clusters Score -3992794 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -3992842.000000 Penalty: 3466.039551
	Iteration 34Q: 3 clusters Score -3992842 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -3992925.000000 Penalty: 3466.039551
	Iteration 35Q: 3 clusters Score -3992925 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -3992985.250000 Penalty: 3466.039551
	Iteration 36Q: 3 clusters Score -3992985 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -3993030.250000 Penalty: 3466.039551
	Iteration 37Q: 3 clusters Score -3993030 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -3993072.750000 Penalty: 3466.039551
	Iteration 38Q: 3 clusters Score -3993073 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -3993138.000000 Penalty: 3466.039551
	Iteration 39Q: 3 clusters Score -3993138 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -3993181.250000 Penalty: 3466.039551
	Iteration 40F: 3 clusters Score -3993181 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -3993197.000000 Penalty: 3466.039551
	Iteration 41Q: 3 clusters Score -3993197 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -3993225.250000 Penalty: 3466.039551
	Iteration 42Q: 3 clusters Score -3993225 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -3993247.750000 Penalty: 3466.039551
	Iteration 43Q: 3 clusters Score -3993248 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -3993293.750000 Penalty: 3466.039551
	Iteration 44Q: 3 clusters Score -3993294 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -3993322.750000 Penalty: 3466.039551
	Iteration 45Q: 3 clusters Score -3993323 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -3993366.750000 Penalty: 3466.039551
	Iteration 46Q: 3 clusters Score -3993367 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -3993392.750000 Penalty: 3466.039551
	Iteration 47Q: 3 clusters Score -3993393 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -3993434.250000 Penalty: 3466.039551
	Iteration 48Q: 3 clusters Score -3993434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -3993459.500000 Penalty: 3466.039551
	Iteration 49Q: 3 clusters Score -3993460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -3993478.250000 Penalty: 3466.039551
	Iteration 50Q: 3 clusters Score -3993478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -3993496.750000 Penalty: 3466.039551
	Iteration 51Q: 3 clusters Score -3993497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -3993513.250000 Penalty: 3466.039551
	Iteration 52Q: 3 clusters Score -3993513 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -3993541.750000 Penalty: 3466.039551
	Iteration 53Q: 3 clusters Score -3993542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -3993573.250000 Penalty: 3466.039551
	Iteration 54Q: 3 clusters Score -3993573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -3993577.250000 Penalty: 3466.039551
	Iteration 55Q: 3 clusters Score -3993577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -3993586.000000 Penalty: 3466.039551
	Iteration 56Q: 3 clusters Score -3993586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -3993590.500000 Penalty: 3466.039551
	Iteration 57Q: 3 clusters Score -3993590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -3993595.500000 Penalty: 3466.039551
	Iteration 58Q: 3 clusters Score -3993596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -3993598.750000 Penalty: 3466.039551
	Iteration 59Q: 3 clusters Score -3993599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -3993608.000000 Penalty: 3466.039551
	Iteration 60F: 3 clusters Score -3993608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -3993617.250000 Penalty: 3466.039551
	Iteration 61Q: 3 clusters Score -3993617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -3993617.750000 Penalty: 3466.039551
	Iteration 62Q: 3 clusters Score -3993618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -3993612.750000 Penalty: 3466.039551
	Iteration 63Q: 3 clusters Score -3993613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -3993626.250000 Penalty: 3466.039551
	Iteration 64Q: 3 clusters Score -3993626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -3993626.750000 Penalty: 3466.039551
	Iteration 65Q: 3 clusters Score -3993627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -3993637.750000 Penalty: 3466.039551
	Iteration 66Q: 3 clusters Score -3993638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -3993638.250000 Penalty: 3466.039551
	Iteration 67Q: 3 clusters Score -3993638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -3993649.750000 Penalty: 3466.039551
	Iteration 68Q: 3 clusters Score -3993650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -3993657.500000 Penalty: 3466.039551
	Iteration 69Q: 3 clusters Score -3993658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -3993656.750000 Penalty: 3466.039551
	Iteration 70Q: 3 clusters Score -3993657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -3993672.000000 Penalty: 3466.039551
	Iteration 71Q: 3 clusters Score -3993672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -3993669.500000 Penalty: 3466.039551
	Iteration 72Q: 3 clusters Score -3993670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -3993672.750000 Penalty: 3466.039551
	Iteration 73Q: 3 clusters Score -3993673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -3993674.000000 Penalty: 3466.039551
	Iteration 74Q: 3 clusters Score -3993674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -3993674.250000 Penalty: 3466.039551
	Iteration 75Q: 3 clusters Score -3993674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -3993675.750000 Penalty: 3466.039551
	Iteration 76Q: 3 clusters Score -3993676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -3993680.000000 Penalty: 3466.039551
	Iteration 77Q: 3 clusters Score -3993680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -3993680.750000 Penalty: 3466.039551
	Iteration 78Q: 3 clusters Score -3993681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -3993687.250000 Penalty: 3466.039551
	Iteration 79Q: 3 clusters Score -3993687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -3993695.000000 Penalty: 3466.039551
	Iteration 80F: 3 clusters Score -3993695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -3993692.750000 Penalty: 3466.039551
	Iteration 81Q: 3 clusters Score -3993693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -3993692.500000 Penalty: 3466.039551
	Iteration 82Q: 3 clusters Score -3993692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -3993691.000000 Penalty: 3466.039551
	Iteration 83Q: 3 clusters Score -3993691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -3993695.500000 Penalty: 3466.039551
	Iteration 84Q: 3 clusters Score -3993696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -3993694.250000 Penalty: 3466.039551
	Iteration 85Q: 3 clusters Score -3993694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -3993701.250000 Penalty: 3466.039551
	Iteration 86Q: 3 clusters Score -3993701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -3993704.250000 Penalty: 3466.039551
	Iteration 87Q: 3 clusters Score -3993704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -3993702.750000 Penalty: 3466.039551
	Iteration 88Q: 3 clusters Score -3993703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -3993705.750000 Penalty: 3466.039551
	Iteration 89Q: 3 clusters Score -3993706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -3993705.750000 Penalty: 3466.039551
	Iteration 90Q: 3 clusters Score -3993706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -3993705.750000 Penalty: 3466.039551
	Iteration 91F: 3 clusters Score -3993706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -1162466.375000 Penalty: 1529.804077
	Iteration 0F: 2 clusters Score -1162466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1153894.875000 Penalty: 3059.608154
	Iteration 0F: 3 clusters Score -1153895 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1156782.875000 Penalty: 3059.608154
	Iteration 1F: 3 clusters Score -1156783 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1157106.750000 Penalty: 3059.608154
	Iteration 2F: 3 clusters Score -1157107 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1157504.500000 Penalty: 3059.608154
	Iteration 3F: 3 clusters Score -1157504 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1158044.750000 Penalty: 3059.608154
	Iteration 4F: 3 clusters Score -1158045 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1158745.500000 Penalty: 3059.608154
	Iteration 5F: 3 clusters Score -1158746 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1159515.125000 Penalty: 3059.608154
	Iteration 6F: 3 clusters Score -1159515 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1160188.125000 Penalty: 3059.608154
	Iteration 7F: 3 clusters Score -1160188 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1160669.750000 Penalty: 3059.608154
	Iteration 8Q: 3 clusters Score -1160670 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1160893.125000 Penalty: 3059.608154
	Iteration 9Q: 3 clusters Score -1160893 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1161033.125000 Penalty: 3059.608154
	Iteration 10Q: 3 clusters Score -1161033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1161142.500000 Penalty: 3059.608154
	Iteration 11Q: 3 clusters Score -1161142 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1161227.125000 Penalty: 3059.608154
	Iteration 12Q: 3 clusters Score -1161227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1161264.750000 Penalty: 3059.608154
	Iteration 13Q: 3 clusters Score -1161265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1161304.875000 Penalty: 3059.608154
	Iteration 14Q: 3 clusters Score -1161305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1161332.125000 Penalty: 3059.608154
	Iteration 15Q: 3 clusters Score -1161332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1161346.500000 Penalty: 3059.608154
	Iteration 16Q: 3 clusters Score -1161346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1161355.500000 Penalty: 3059.608154
	Iteration 17Q: 3 clusters Score -1161356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1161360.375000 Penalty: 3059.608154
	Iteration 18Q: 3 clusters Score -1161360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1161365.125000 Penalty: 3059.608154
	Iteration 19Q: 3 clusters Score -1161365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1161371.625000 Penalty: 3059.608154
	Iteration 20F: 3 clusters Score -1161372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1161376.000000 Penalty: 3059.608154
	Iteration 21Q: 3 clusters Score -1161376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1161377.750000 Penalty: 3059.608154
	Iteration 22Q: 3 clusters Score -1161378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1161377.750000 Penalty: 3059.608154
	Iteration 23F: 3 clusters Score -1161378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Entering Unmasked Estep 
Score: -5481228.500000 Penalty: 1783.990845
	Iteration 0F: 2 clusters Score -5481228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5442068.500000 Penalty: 3567.981689
	Iteration 0F: 3 clusters Score -5442068 nChanged 27665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -5457780.500000 Penalty: 3567.981689
	Iteration 1F: 3 clusters Score -5457780 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -5458419.500000 Penalty: 3567.981689
	Iteration 2Q: 3 clusters Score -5458420 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -5459453.000000 Penalty: 3567.981689
	Iteration 3Q: 3 clusters Score -5459453 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5461011.000000 Penalty: 3567.981689
	Iteration 4F: 3 clusters Score -5461011 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -5463657.500000 Penalty: 3567.981689
	Iteration 5F: 3 clusters Score -5463658 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -5467922.000000 Penalty: 3567.981689
	Iteration 6F: 3 clusters Score -5467922 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -5473115.500000 Penalty: 3567.981689
	Iteration 7F: 3 clusters Score -5473116 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5476941.000000 Penalty: 3567.981689
	Iteration 8F: 3 clusters Score -5476941 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5478774.500000 Penalty: 3567.981689
	Iteration 9Q: 3 clusters Score -5478774 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5479303.000000 Penalty: 3567.981689
	Iteration 10Q: 3 clusters Score -5479303 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5479511.500000 Penalty: 3567.981689
	Iteration 11Q: 3 clusters Score -5479512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5479587.000000 Penalty: 3567.981689
	Iteration 12Q: 3 clusters Score -5479587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5479622.500000 Penalty: 3567.981689
	Iteration 13Q: 3 clusters Score -5479622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5479647.500000 Penalty: 3567.981689
	Iteration 14Q: 3 clusters Score -5479648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5479659.500000 Penalty: 3567.981689
	Iteration 15Q: 3 clusters Score -5479660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5479665.500000 Penalty: 3567.981689
	Iteration 16Q: 3 clusters Score -5479666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5479667.000000 Penalty: 3567.981689
	Iteration 17Q: 3 clusters Score -5479667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5479668.500000 Penalty: 3567.981689
	Iteration 18Q: 3 clusters Score -5479668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5479673.000000 Penalty: 3567.981689
	Iteration 19Q: 3 clusters Score -5479673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5479672.500000 Penalty: 3567.981689
	Iteration 20F: 3 clusters Score -5479672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5479676.000000 Penalty: 3567.981689
	Iteration 21Q: 3 clusters Score -5479676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5479676.000000 Penalty: 3567.981689
	Iteration 22F: 3 clusters Score -5479676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Entering Unmasked Estep 
Score: -1362584.875000 Penalty: 1557.975830
	Iteration 0F: 2 clusters Score -1362585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1352449.875000 Penalty: 3115.951660
	Iteration 0F: 3 clusters Score -1352450 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1355917.625000 Penalty: 3115.951660
	Iteration 1F: 3 clusters Score -1355918 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1356263.625000 Penalty: 3115.951660
	Iteration 2F: 3 clusters Score -1356264 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1356626.875000 Penalty: 3115.951660
	Iteration 3F: 3 clusters Score -1356627 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1357170.000000 Penalty: 3115.951660
	Iteration 4F: 3 clusters Score -1357170 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1357976.500000 Penalty: 3115.951660
	Iteration 5F: 3 clusters Score -1357976 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1358988.875000 Penalty: 3115.951660
	Iteration 6F: 3 clusters Score -1358989 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1359981.500000 Penalty: 3115.951660
	Iteration 7F: 3 clusters Score -1359982 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1360715.375000 Penalty: 3115.951660
	Iteration 8F: 3 clusters Score -1360715 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1361131.875000 Penalty: 3115.951660
	Iteration 9Q: 3 clusters Score -1361132 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1361365.250000 Penalty: 3115.951660
	Iteration 10Q: 3 clusters Score -1361365 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1361488.250000 Penalty: 3115.951660
	Iteration 11Q: 3 clusters Score -1361488 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1361548.000000 Penalty: 3115.951660
	Iteration 12Q: 3 clusters Score -1361548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1361582.250000 Penalty: 3115.951660
	Iteration 13Q: 3 clusters Score -1361582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1361600.500000 Penalty: 3115.951660
	Iteration 14Q: 3 clusters Score -1361600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1361611.875000 Penalty: 3115.951660
	Iteration 15Q: 3 clusters Score -1361612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1361621.750000 Penalty: 3115.951660
	Iteration 16Q: 3 clusters Score -1361622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1361627.750000 Penalty: 3115.951660
	Iteration 17Q: 3 clusters Score -1361628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1361632.375000 Penalty: 3115.951660
	Iteration 18Q: 3 clusters Score -1361632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1361637.875000 Penalty: 3115.951660
	Iteration 19Q: 3 clusters Score -1361638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1361638.000000 Penalty: 3115.951660
	Iteration 20F: 3 clusters Score -1361638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1361643.250000 Penalty: 3115.951660
	Iteration 21Q: 3 clusters Score -1361643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1361646.125000 Penalty: 3115.951660
	Iteration 22Q: 3 clusters Score -1361646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1361650.500000 Penalty: 3115.951660
	Iteration 23Q: 3 clusters Score -1361650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1361650.375000 Penalty: 3115.951660
	Iteration 24Q: 3 clusters Score -1361650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1361653.625000 Penalty: 3115.951660
	Iteration 25Q: 3 clusters Score -1361654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1361651.375000 Penalty: 3115.951660
	Iteration 26Q: 3 clusters Score -1361651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1361650.125000 Penalty: 3115.951660
	Iteration 27Q: 3 clusters Score -1361650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1361654.000000 Penalty: 3115.951660
	Iteration 28Q: 3 clusters Score -1361654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1361656.375000 Penalty: 3115.951660
	Iteration 29Q: 3 clusters Score -1361656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1361659.625000 Penalty: 3115.951660
	Iteration 30Q: 3 clusters Score -1361660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1361658.250000 Penalty: 3115.951660
	Iteration 31Q: 3 clusters Score -1361658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1361656.875000 Penalty: 3115.951660
	Iteration 32Q: 3 clusters Score -1361657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1361657.875000 Penalty: 3115.951660
	Iteration 33Q: 3 clusters Score -1361658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1361657.875000 Penalty: 3115.951660
	Iteration 34F: 3 clusters Score -1361658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Entering Unmasked Estep 
Score: -3374384.750000 Penalty: 1705.426758
	Iteration 0F: 2 clusters Score -3374385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3350274.750000 Penalty: 3410.853516
	Iteration 0F: 3 clusters Score -3350275 nChanged 16789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3359658.000000 Penalty: 3410.853516
	Iteration 1F: 3 clusters Score -3359658 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3360203.500000 Penalty: 3410.853516
	Iteration 2Q: 3 clusters Score -3360204 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3360858.000000 Penalty: 3410.853516
	Iteration 3Q: 3 clusters Score -3360858 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3361842.250000 Penalty: 3410.853516
	Iteration 4F: 3 clusters Score -3361842 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3363384.500000 Penalty: 3410.853516
	Iteration 5F: 3 clusters Score -3363384 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3365588.500000 Penalty: 3410.853516
	Iteration 6F: 3 clusters Score -3365588 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3368045.500000 Penalty: 3410.853516
	Iteration 7F: 3 clusters Score -3368046 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3370191.500000 Penalty: 3410.853516
	Iteration 8F: 3 clusters Score -3370192 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3371566.750000 Penalty: 3410.853516
	Iteration 9Q: 3 clusters Score -3371567 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3372288.000000 Penalty: 3410.853516
	Iteration 10Q: 3 clusters Score -3372288 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3372595.000000 Penalty: 3410.853516
	Iteration 11Q: 3 clusters Score -3372595 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3372772.000000 Penalty: 3410.853516
	Iteration 12Q: 3 clusters Score -3372772 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3372856.500000 Penalty: 3410.853516
	Iteration 13Q: 3 clusters Score -3372856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3372898.750000 Penalty: 3410.853516
	Iteration 14Q: 3 clusters Score -3372899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3372932.000000 Penalty: 3410.853516
	Iteration 15Q: 3 clusters Score -3372932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3372960.750000 Penalty: 3410.853516
	Iteration 16Q: 3 clusters Score -3372961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3372987.500000 Penalty: 3410.853516
	Iteration 17Q: 3 clusters Score -3372988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3372998.750000 Penalty: 3410.853516
	Iteration 18Q: 3 clusters Score -3372999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3373004.500000 Penalty: 3410.853516
	Iteration 19Q: 3 clusters Score -3373004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3373018.750000 Penalty: 3410.853516
	Iteration 20F: 3 clusters Score -3373019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3373022.250000 Penalty: 3410.853516
	Iteration 21Q: 3 clusters Score -3373022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3373025.250000 Penalty: 3410.853516
	Iteration 22Q: 3 clusters Score -3373025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3373035.250000 Penalty: 3410.853516
	Iteration 23Q: 3 clusters Score -3373035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3373034.750000 Penalty: 3410.853516
	Iteration 24Q: 3 clusters Score -3373035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3373034.000000 Penalty: 3410.853516
	Iteration 25Q: 3 clusters Score -3373034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3373037.000000 Penalty: 3410.853516
	Iteration 26Q: 3 clusters Score -3373037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3373038.750000 Penalty: 3410.853516
	Iteration 27Q: 3 clusters Score -3373039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3373035.750000 Penalty: 3410.853516
	Iteration 28Q: 3 clusters Score -3373036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3373037.500000 Penalty: 3410.853516
	Iteration 29Q: 3 clusters Score -3373038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3373038.250000 Penalty: 3410.853516
	Iteration 30Q: 3 clusters Score -3373038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3373038.250000 Penalty: 3410.853516
	Iteration 31F: 3 clusters Score -3373038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Entering Unmasked Estep 
Score: -2097938.500000 Penalty: 1634.468384
	Iteration 0F: 2 clusters Score -2097938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2081914.625000 Penalty: 3268.936768
	Iteration 0F: 3 clusters Score -2081915 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2087702.125000 Penalty: 3268.936768
	Iteration 1F: 3 clusters Score -2087702 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2087964.625000 Penalty: 3268.936768
	Iteration 2Q: 3 clusters Score -2087965 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2088200.625000 Penalty: 3268.936768
	Iteration 3Q: 3 clusters Score -2088201 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2088381.125000 Penalty: 3268.936768
	Iteration 4Q: 3 clusters Score -2088381 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2088550.375000 Penalty: 3268.936768
	Iteration 5Q: 3 clusters Score -2088550 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2088722.875000 Penalty: 3268.936768
	Iteration 6Q: 3 clusters Score -2088723 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2088920.625000 Penalty: 3268.936768
	Iteration 7Q: 3 clusters Score -2088921 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2089163.500000 Penalty: 3268.936768
	Iteration 8Q: 3 clusters Score -2089164 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2089532.125000 Penalty: 3268.936768
	Iteration 9Q: 3 clusters Score -2089532 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2090082.000000 Penalty: 3268.936768
	Iteration 10Q: 3 clusters Score -2090082 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2090943.125000 Penalty: 3268.936768
	Iteration 11F: 3 clusters Score -2090943 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2092077.375000 Penalty: 3268.936768
	Iteration 12F: 3 clusters Score -2092077 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2093292.375000 Penalty: 3268.936768
	Iteration 13F: 3 clusters Score -2093292 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2094354.750000 Penalty: 3268.936768
	Iteration 14F: 3 clusters Score -2094355 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2095175.125000 Penalty: 3268.936768
	Iteration 15Q: 3 clusters Score -2095175 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2095720.500000 Penalty: 3268.936768
	Iteration 16Q: 3 clusters Score -2095720 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2096067.500000 Penalty: 3268.936768
	Iteration 17Q: 3 clusters Score -2096068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2096252.875000 Penalty: 3268.936768
	Iteration 18Q: 3 clusters Score -2096253 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2096369.000000 Penalty: 3268.936768
	Iteration 19Q: 3 clusters Score -2096369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2096431.000000 Penalty: 3268.936768
	Iteration 20F: 3 clusters Score -2096431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2096454.000000 Penalty: 3268.936768
	Iteration 21Q: 3 clusters Score -2096454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2096468.125000 Penalty: 3268.936768
	Iteration 22Q: 3 clusters Score -2096468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2096483.500000 Penalty: 3268.936768
	Iteration 23Q: 3 clusters Score -2096484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2096503.125000 Penalty: 3268.936768
	Iteration 24Q: 3 clusters Score -2096503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2096512.375000 Penalty: 3268.936768
	Iteration 25Q: 3 clusters Score -2096512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2096515.375000 Penalty: 3268.936768
	Iteration 26Q: 3 clusters Score -2096515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2096517.875000 Penalty: 3268.936768
	Iteration 27Q: 3 clusters Score -2096518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2096517.875000 Penalty: 3268.936768
	Iteration 28F: 3 clusters Score -2096518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Entering Unmasked Estep 
Score: -3828324.500000 Penalty: 1725.945923
	Iteration 0F: 2 clusters Score -3828324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3801171.250000 Penalty: 3451.891846
	Iteration 0F: 3 clusters Score -3801171 nChanged 19079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3811410.500000 Penalty: 3451.891846
	Iteration 1F: 3 clusters Score -3811410 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3811814.500000 Penalty: 3451.891846
	Iteration 2Q: 3 clusters Score -3811814 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3812278.750000 Penalty: 3451.891846
	Iteration 3Q: 3 clusters Score -3812279 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3812943.750000 Penalty: 3451.891846
	Iteration 4Q: 3 clusters Score -3812944 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3814032.000000 Penalty: 3451.891846
	Iteration 5F: 3 clusters Score -3814032 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3815638.500000 Penalty: 3451.891846
	Iteration 6F: 3 clusters Score -3815638 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3817762.250000 Penalty: 3451.891846
	Iteration 7F: 3 clusters Score -3817762 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3820460.750000 Penalty: 3451.891846
	Iteration 8F: 3 clusters Score -3820461 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3823003.000000 Penalty: 3451.891846
	Iteration 9F: 3 clusters Score -3823003 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3824846.000000 Penalty: 3451.891846
	Iteration 10Q: 3 clusters Score -3824846 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3825671.500000 Penalty: 3451.891846
	Iteration 11Q: 3 clusters Score -3825672 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3826063.250000 Penalty: 3451.891846
	Iteration 12Q: 3 clusters Score -3826063 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3826289.250000 Penalty: 3451.891846
	Iteration 13Q: 3 clusters Score -3826289 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3826456.750000 Penalty: 3451.891846
	Iteration 14Q: 3 clusters Score -3826457 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3826564.000000 Penalty: 3451.891846
	Iteration 15Q: 3 clusters Score -3826564 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3826667.500000 Penalty: 3451.891846
	Iteration 16Q: 3 clusters Score -3826668 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3826769.000000 Penalty: 3451.891846
	Iteration 17Q: 3 clusters Score -3826769 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3826851.500000 Penalty: 3451.891846
	Iteration 18Q: 3 clusters Score -3826852 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3826928.000000 Penalty: 3451.891846
	Iteration 19Q: 3 clusters Score -3826928 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3827006.500000 Penalty: 3451.891846
	Iteration 20F: 3 clusters Score -3827006 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3827063.000000 Penalty: 3451.891846
	Iteration 21Q: 3 clusters Score -3827063 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3827095.750000 Penalty: 3451.891846
	Iteration 22Q: 3 clusters Score -3827096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3827131.250000 Penalty: 3451.891846
	Iteration 23Q: 3 clusters Score -3827131 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3827164.750000 Penalty: 3451.891846
	Iteration 24Q: 3 clusters Score -3827165 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3827200.500000 Penalty: 3451.891846
	Iteration 25Q: 3 clusters Score -3827200 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3827235.000000 Penalty: 3451.891846
	Iteration 26Q: 3 clusters Score -3827235 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3827278.250000 Penalty: 3451.891846
	Iteration 27Q: 3 clusters Score -3827278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3827324.250000 Penalty: 3451.891846
	Iteration 28Q: 3 clusters Score -3827324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3827351.250000 Penalty: 3451.891846
	Iteration 29Q: 3 clusters Score -3827351 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3827385.250000 Penalty: 3451.891846
	Iteration 30Q: 3 clusters Score -3827385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3827410.000000 Penalty: 3451.891846
	Iteration 31Q: 3 clusters Score -3827410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3827424.750000 Penalty: 3451.891846
	Iteration 32Q: 3 clusters Score -3827425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3827436.750000 Penalty: 3451.891846
	Iteration 33Q: 3 clusters Score -3827437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3827445.000000 Penalty: 3451.891846
	Iteration 34Q: 3 clusters Score -3827445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3827457.000000 Penalty: 3451.891846
	Iteration 35Q: 3 clusters Score -3827457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3827464.750000 Penalty: 3451.891846
	Iteration 36Q: 3 clusters Score -3827465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3827472.000000 Penalty: 3451.891846
	Iteration 37Q: 3 clusters Score -3827472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3827481.000000 Penalty: 3451.891846
	Iteration 38Q: 3 clusters Score -3827481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3827484.250000 Penalty: 3451.891846
	Iteration 39Q: 3 clusters Score -3827484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3827491.250000 Penalty: 3451.891846
	Iteration 40F: 3 clusters Score -3827491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3827494.500000 Penalty: 3451.891846
	Iteration 41Q: 3 clusters Score -3827494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3827504.500000 Penalty: 3451.891846
	Iteration 42Q: 3 clusters Score -3827504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3827505.000000 Penalty: 3451.891846
	Iteration 43Q: 3 clusters Score -3827505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3827508.750000 Penalty: 3451.891846
	Iteration 44Q: 3 clusters Score -3827509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3827519.250000 Penalty: 3451.891846
	Iteration 45Q: 3 clusters Score -3827519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3827516.000000 Penalty: 3451.891846
	Iteration 46Q: 3 clusters Score -3827516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3827519.250000 Penalty: 3451.891846
	Iteration 47Q: 3 clusters Score -3827519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3827516.000000 Penalty: 3451.891846
	Iteration 48Q: 3 clusters Score -3827516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3827516.750000 Penalty: 3451.891846
	Iteration 49Q: 3 clusters Score -3827517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3827522.750000 Penalty: 3451.891846
	Iteration 50Q: 3 clusters Score -3827523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3827525.500000 Penalty: 3451.891846
	Iteration 51Q: 3 clusters Score -3827526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3827527.000000 Penalty: 3451.891846
	Iteration 52Q: 3 clusters Score -3827527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3827531.000000 Penalty: 3451.891846
	Iteration 53Q: 3 clusters Score -3827531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3827534.750000 Penalty: 3451.891846
	Iteration 54Q: 3 clusters Score -3827535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3827533.500000 Penalty: 3451.891846
	Iteration 55Q: 3 clusters Score -3827534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3827532.750000 Penalty: 3451.891846
	Iteration 56Q: 3 clusters Score -3827533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3827536.750000 Penalty: 3451.891846
	Iteration 57Q: 3 clusters Score -3827537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3827536.750000 Penalty: 3451.891846
	Iteration 58Q: 3 clusters Score -3827537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3827540.250000 Penalty: 3451.891846
	Iteration 59Q: 3 clusters Score -3827540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3827540.750000 Penalty: 3451.891846
	Iteration 60F: 3 clusters Score -3827541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3827541.750000 Penalty: 3451.891846
	Iteration 61Q: 3 clusters Score -3827542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3827539.250000 Penalty: 3451.891846
	Iteration 62Q: 3 clusters Score -3827539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3827538.250000 Penalty: 3451.891846
	Iteration 63Q: 3 clusters Score -3827538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3827539.000000 Penalty: 3451.891846
	Iteration 64Q: 3 clusters Score -3827539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3827542.500000 Penalty: 3451.891846
	Iteration 65Q: 3 clusters Score -3827542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3827545.500000 Penalty: 3451.891846
	Iteration 66Q: 3 clusters Score -3827546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3827544.750000 Penalty: 3451.891846
	Iteration 67Q: 3 clusters Score -3827545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3827547.500000 Penalty: 3451.891846
	Iteration 68Q: 3 clusters Score -3827548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3827546.250000 Penalty: 3451.891846
	Iteration 69Q: 3 clusters Score -3827546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3827546.000000 Penalty: 3451.891846
	Iteration 70Q: 3 clusters Score -3827546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3827546.000000 Penalty: 3451.891846
	Iteration 71F: 3 clusters Score -3827546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Entering Unmasked Estep 
Score: -1958775.625000 Penalty: 1616.640503
	Iteration 0F: 2 clusters Score -1958776 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 10403 members 
Entering Unmasked Estep 
Score: -1944657.875000 Penalty: 3233.281006
	Iteration 0F: 3 clusters Score -1944658 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1949550.875000 Penalty: 3233.281006
	Iteration 1F: 3 clusters Score -1949551 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1949897.375000 Penalty: 3233.281006
	Iteration 2Q: 3 clusters Score -1949897 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1950225.625000 Penalty: 3233.281006
	Iteration 3Q: 3 clusters Score -1950226 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1950614.500000 Penalty: 3233.281006
	Iteration 4Q: 3 clusters Score -1950614 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1951131.500000 Penalty: 3233.281006
	Iteration 5Q: 3 clusters Score -1951132 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1951777.250000 Penalty: 3233.281006
	Iteration 6Q: 3 clusters Score -1951777 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1952542.625000 Penalty: 3233.281006
	Iteration 7F: 3 clusters Score -1952543 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1953343.375000 Penalty: 3233.281006
	Iteration 8F: 3 clusters Score -1953343 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1954224.000000 Penalty: 3233.281006
	Iteration 9F: 3 clusters Score -1954224 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1955098.500000 Penalty: 3233.281006
	Iteration 10F: 3 clusters Score -1955098 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1955796.250000 Penalty: 3233.281006
	Iteration 11Q: 3 clusters Score -1955796 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1956346.625000 Penalty: 3233.281006
	Iteration 12Q: 3 clusters Score -1956347 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1956749.000000 Penalty: 3233.281006
	Iteration 13Q: 3 clusters Score -1956749 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1957026.000000 Penalty: 3233.281006
	Iteration 14Q: 3 clusters Score -1957026 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1957180.750000 Penalty: 3233.281006
	Iteration 15Q: 3 clusters Score -1957181 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1957260.500000 Penalty: 3233.281006
	Iteration 16Q: 3 clusters Score -1957260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1957311.750000 Penalty: 3233.281006
	Iteration 17Q: 3 clusters Score -1957312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1957348.750000 Penalty: 3233.281006
	Iteration 18Q: 3 clusters Score -1957349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1957385.000000 Penalty: 3233.281006
	Iteration 19Q: 3 clusters Score -1957385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1957414.375000 Penalty: 3233.281006
	Iteration 20F: 3 clusters Score -1957414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1957434.125000 Penalty: 3233.281006
	Iteration 21Q: 3 clusters Score -1957434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1957451.125000 Penalty: 3233.281006
	Iteration 22Q: 3 clusters Score -1957451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1957456.625000 Penalty: 3233.281006
	Iteration 23Q: 3 clusters Score -1957457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1957457.750000 Penalty: 3233.281006
	Iteration 24Q: 3 clusters Score -1957458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1957462.125000 Penalty: 3233.281006
	Iteration 25Q: 3 clusters Score -1957462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1957465.250000 Penalty: 3233.281006
	Iteration 26Q: 3 clusters Score -1957465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1957466.500000 Penalty: 3233.281006
	Iteration 27Q: 3 clusters Score -1957466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1957468.750000 Penalty: 3233.281006
	Iteration 28Q: 3 clusters Score -1957469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1957472.000000 Penalty: 3233.281006
	Iteration 29Q: 3 clusters Score -1957472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1957475.750000 Penalty: 3233.281006
	Iteration 30Q: 3 clusters Score -1957476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1957475.750000 Penalty: 3233.281006
	Iteration 31F: 3 clusters Score -1957476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316439 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29948 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42819 members 
Mstep: Class 10 contains 12261 members 
Mstep: Class 13 contains 58595 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36132 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547664.000000 Penalty: 28115.259766
Iteration 279Q: 14 clusters Score -5.454766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316448 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29948 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42815 members 
Mstep: Class 10 contains 12256 members 
Mstep: Class 13 contains 58594 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36133 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547648.000000 Penalty: 28115.259766
Iteration 280F: 14 clusters Score -5.454765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316455 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29948 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42810 members 
Mstep: Class 10 contains 12252 members 
Mstep: Class 13 contains 58595 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547620.000000 Penalty: 28115.259766
Iteration 281Q: 14 clusters Score -5.454762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316460 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29949 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42808 members 
Mstep: Class 10 contains 12251 members 
Mstep: Class 13 contains 58592 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547628.000000 Penalty: 28115.259766
Iteration 282Q: 14 clusters Score -5.454763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316463 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29949 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42806 members 
Mstep: Class 10 contains 12249 members 
Mstep: Class 13 contains 58591 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36136 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547624.000000 Penalty: 28115.259766
Iteration 283Q: 14 clusters Score -5.454762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316466 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29949 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42805 members 
Mstep: Class 10 contains 12246 members 
Mstep: Class 13 contains 58591 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547640.000000 Penalty: 28115.259766
Iteration 284Q: 14 clusters Score -5.454764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316468 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29949 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42805 members 
Mstep: Class 10 contains 12244 members 
Mstep: Class 13 contains 58591 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547660.000000 Penalty: 28115.259766
Iteration 285Q: 14 clusters Score -5.454766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316470 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29949 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42805 members 
Mstep: Class 10 contains 12242 members 
Mstep: Class 13 contains 58591 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547664.000000 Penalty: 28115.259766
Iteration 286Q: 14 clusters Score -5.454766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316471 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29949 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42805 members 
Mstep: Class 10 contains 12241 members 
Mstep: Class 13 contains 58591 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547660.000000 Penalty: 28115.259766
Iteration 287Q: 14 clusters Score -5.454766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316472 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29949 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42805 members 
Mstep: Class 10 contains 12240 members 
Mstep: Class 13 contains 58591 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547660.000000 Penalty: 28115.259766
Iteration 288Q: 14 clusters Score -5.454766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 316472 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 7 contains 29949 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 42805 members 
Mstep: Class 10 contains 12240 members 
Mstep: Class 13 contains 58591 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 36137 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547660.000000 Penalty: 28115.259766
Iteration 289F: 14 clusters Score -5.454766e+07 nChanged 0
Entering ConstructFrom: 
Score: -54547660.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (316472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316472 members 
Entering Unmasked Estep 
Score: -28954402.000000 Penalty: 2058.061035
	Iteration 0F: 2 clusters Score -2.89544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -28749828.000000 Penalty: 4116.122070
	Iteration 0F: 3 clusters Score -2.874983e+07 nChanged 153943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -28841130.000000 Penalty: 4116.122070
	Iteration 1F: 3 clusters Score -2.884113e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -28843154.000000 Penalty: 4116.122070
	Iteration 2Q: 3 clusters Score -2.884315e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167264 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -28845348.000000 Penalty: 4116.122070
	Iteration 3Q: 3 clusters Score -2.884535e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171752 members 
Mstep: Class 2 contains 144720 members 
Entering Unmasked Estep 
Score: -28848808.000000 Penalty: 4116.122070
	Iteration 4Q: 3 clusters Score -2.884881e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178234 members 
Mstep: Class 2 contains 138238 members 
Entering Unmasked Estep 
Score: -28854064.000000 Penalty: 4116.122070
	Iteration 5Q: 3 clusters Score -2.885406e+07 nChanged 14802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187104 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -28861866.000000 Penalty: 4116.122070
	Iteration 6Q: 3 clusters Score -2.886187e+07 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197978 members 
Mstep: Class 2 contains 118494 members 
Entering Unmasked Estep 
Score: -28873738.000000 Penalty: 4116.122070
	Iteration 7F: 3 clusters Score -2.887374e+07 nChanged 19634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209300 members 
Mstep: Class 2 contains 107172 members 
Entering Unmasked Estep 
Score: -28888150.000000 Penalty: 4116.122070
	Iteration 8F: 3 clusters Score -2.888815e+07 nChanged 18993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218559 members 
Mstep: Class 2 contains 97913 members 
Entering Unmasked Estep 
Score: -28901468.000000 Penalty: 4116.122070
	Iteration 9F: 3 clusters Score -2.890147e+07 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225019 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -28910028.000000 Penalty: 4116.122070
	Iteration 10F: 3 clusters Score -2.891003e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229732 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -28913868.000000 Penalty: 4116.122070
	Iteration 11Q: 3 clusters Score -2.891387e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233894 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -28915456.000000 Penalty: 4116.122070
	Iteration 12Q: 3 clusters Score -2.891546e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238093 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -28916888.000000 Penalty: 4116.122070
	Iteration 13Q: 3 clusters Score -2.891689e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242508 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -28918226.000000 Penalty: 4116.122070
	Iteration 14Q: 3 clusters Score -2.891823e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247275 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -28919930.000000 Penalty: 4116.122070
	Iteration 15Q: 3 clusters Score -2.891993e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252385 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -28921656.000000 Penalty: 4116.122070
	Iteration 16Q: 3 clusters Score -2.892166e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257720 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -28923700.000000 Penalty: 4116.122070
	Iteration 17Q: 3 clusters Score -2.89237e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263278 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -28925714.000000 Penalty: 4116.122070
	Iteration 18Q: 3 clusters Score -2.892571e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269047 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -28928272.000000 Penalty: 4116.122070
	Iteration 19Q: 3 clusters Score -2.892827e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274753 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -28931176.000000 Penalty: 4116.122070
	Iteration 20F: 3 clusters Score -2.893118e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280428 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -28934248.000000 Penalty: 4116.122070
	Iteration 21Q: 3 clusters Score -2.893425e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286063 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -28937334.000000 Penalty: 4116.122070
	Iteration 22Q: 3 clusters Score -2.893733e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291420 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -28940634.000000 Penalty: 4116.122070
	Iteration 23Q: 3 clusters Score -2.894063e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296231 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -28943030.000000 Penalty: 4116.122070
	Iteration 24Q: 3 clusters Score -2.894303e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300348 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -28944904.000000 Penalty: 4116.122070
	Iteration 25Q: 3 clusters Score -2.89449e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303773 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -28946596.000000 Penalty: 4116.122070
	Iteration 26Q: 3 clusters Score -2.89466e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306676 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -28948152.000000 Penalty: 4116.122070
	Iteration 27Q: 3 clusters Score -2.894815e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309144 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -28949338.000000 Penalty: 4116.122070
	Iteration 28Q: 3 clusters Score -2.894934e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311085 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -28950266.000000 Penalty: 4116.122070
	Iteration 29Q: 3 clusters Score -2.895027e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312554 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -28950846.000000 Penalty: 4116.122070
	Iteration 30Q: 3 clusters Score -2.895085e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313652 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -28951426.000000 Penalty: 4116.122070
	Iteration 31Q: 3 clusters Score -2.895143e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314412 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -28951766.000000 Penalty: 4116.122070
	Iteration 32Q: 3 clusters Score -2.895177e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314935 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -28951976.000000 Penalty: 4116.122070
	Iteration 33Q: 3 clusters Score -2.895198e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315279 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -28952166.000000 Penalty: 4116.122070
	Iteration 34Q: 3 clusters Score -2.895217e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315498 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -28952354.000000 Penalty: 4116.122070
	Iteration 35Q: 3 clusters Score -2.895235e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315622 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -28952430.000000 Penalty: 4116.122070
	Iteration 36Q: 3 clusters Score -2.895243e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315712 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -28952490.000000 Penalty: 4116.122070
	Iteration 37Q: 3 clusters Score -2.895249e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315774 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -28952500.000000 Penalty: 4116.122070
	Iteration 38Q: 3 clusters Score -2.89525e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315823 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -28952534.000000 Penalty: 4116.122070
	Iteration 39Q: 3 clusters Score -2.895253e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315874 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -28952554.000000 Penalty: 4116.122070
	Iteration 40F: 3 clusters Score -2.895255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -28952582.000000 Penalty: 4116.122070
	Iteration 41Q: 3 clusters Score -2.895258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315925 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -28952598.000000 Penalty: 4116.122070
	Iteration 42Q: 3 clusters Score -2.89526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315938 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -28952616.000000 Penalty: 4116.122070
	Iteration 43Q: 3 clusters Score -2.895262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315952 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -28952630.000000 Penalty: 4116.122070
	Iteration 44Q: 3 clusters Score -2.895263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315959 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -28952638.000000 Penalty: 4116.122070
	Iteration 45Q: 3 clusters Score -2.895264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315966 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -28952630.000000 Penalty: 4116.122070
	Iteration 46Q: 3 clusters Score -2.895263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315972 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -28952640.000000 Penalty: 4116.122070
	Iteration 47Q: 3 clusters Score -2.895264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315978 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -28952644.000000 Penalty: 4116.122070
	Iteration 48Q: 3 clusters Score -2.895264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315981 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -28952640.000000 Penalty: 4116.122070
	Iteration 49Q: 3 clusters Score -2.895264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315984 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -28952632.000000 Penalty: 4116.122070
	Iteration 50Q: 3 clusters Score -2.895263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315987 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -28952642.000000 Penalty: 4116.122070
	Iteration 51Q: 3 clusters Score -2.895264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315990 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -28952638.000000 Penalty: 4116.122070
	Iteration 52Q: 3 clusters Score -2.895264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315993 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -28952648.000000 Penalty: 4116.122070
	Iteration 53Q: 3 clusters Score -2.895265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315998 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -28952654.000000 Penalty: 4116.122070
	Iteration 54Q: 3 clusters Score -2.895265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315999 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -28952628.000000 Penalty: 4116.122070
	Iteration 55Q: 3 clusters Score -2.895263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316002 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -28952646.000000 Penalty: 4116.122070
	Iteration 56Q: 3 clusters Score -2.895265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316005 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -28952648.000000 Penalty: 4116.122070
	Iteration 57Q: 3 clusters Score -2.895265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316007 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -28952658.000000 Penalty: 4116.122070
	Iteration 58Q: 3 clusters Score -2.895266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316010 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -28952652.000000 Penalty: 4116.122070
	Iteration 59Q: 3 clusters Score -2.895265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316010 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -28952658.000000 Penalty: 4116.122070
	Iteration 60F: 3 clusters Score -2.895266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316009 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -28952652.000000 Penalty: 4116.122070
	Iteration 61Q: 3 clusters Score -2.895265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316008 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -28952652.000000 Penalty: 4116.122070
	Iteration 62Q: 3 clusters Score -2.895265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316008 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -28952652.000000 Penalty: 4116.122070
	Iteration 63F: 3 clusters Score -2.895265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -133541.343750 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -133541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131840.015625 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -131840 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -132129.406250 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -132129.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132207.515625 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -132207.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132261.453125 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -132261.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132293.515625 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -132293.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132310.078125 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -132310.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132318.203125 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -132318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -132324.953125 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -132325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132332.109375 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -132332.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -132336.609375 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -132336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -132339.375000 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -132339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -132341.812500 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -132341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132343.546875 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -132343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132345.015625 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -132345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -132345.562500 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -132345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132346.750000 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -132346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -132347.828125 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -132347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132348.578125 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -132348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132350.000000 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -132350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -132350.765625 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -132350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -132350.765625 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -132350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -83299.070312 Penalty: 1127.313477
	Iteration 0F: 2 clusters Score -83299.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -81880.726562 Penalty: 2254.626953
	Iteration 0F: 3 clusters Score -81880.73 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82194.828125 Penalty: 2254.626953
	Iteration 1F: 3 clusters Score -82194.83 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82266.296875 Penalty: 2254.626953
	Iteration 2F: 3 clusters Score -82266.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82316.593750 Penalty: 2254.626953
	Iteration 3Q: 3 clusters Score -82316.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82338.687500 Penalty: 2254.626953
	Iteration 4Q: 3 clusters Score -82338.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -82353.101562 Penalty: 2254.626953
	Iteration 5Q: 3 clusters Score -82353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -82366.007812 Penalty: 2254.626953
	Iteration 6Q: 3 clusters Score -82366.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -82373.195312 Penalty: 2254.626953
	Iteration 7Q: 3 clusters Score -82373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -82378.515625 Penalty: 2254.626953
	Iteration 8Q: 3 clusters Score -82378.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -82381.843750 Penalty: 2254.626953
	Iteration 9Q: 3 clusters Score -82381.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82385.460938 Penalty: 2254.626953
	Iteration 10Q: 3 clusters Score -82385.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82386.203125 Penalty: 2254.626953
	Iteration 11Q: 3 clusters Score -82386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82386.203125 Penalty: 2254.626953
	Iteration 12F: 3 clusters Score -82386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Entering Unmasked Estep 
Score: -2809343.250000 Penalty: 1674.928223
	Iteration 0F: 2 clusters Score -2809343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2789233.250000 Penalty: 3349.856445
	Iteration 0F: 3 clusters Score -2789233 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2796862.750000 Penalty: 3349.856445
	Iteration 1F: 3 clusters Score -2796863 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2797285.000000 Penalty: 3349.856445
	Iteration 2Q: 3 clusters Score -2797285 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2797721.250000 Penalty: 3349.856445
	Iteration 3Q: 3 clusters Score -2797721 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2798250.500000 Penalty: 3349.856445
	Iteration 4Q: 3 clusters Score -2798250 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2798925.750000 Penalty: 3349.856445
	Iteration 5Q: 3 clusters Score -2798926 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2799840.500000 Penalty: 3349.856445
	Iteration 6Q: 3 clusters Score -2799840 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2800983.750000 Penalty: 3349.856445
	Iteration 7F: 3 clusters Score -2800984 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2802306.250000 Penalty: 3349.856445
	Iteration 8F: 3 clusters Score -2802306 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2803444.750000 Penalty: 3349.856445
	Iteration 9F: 3 clusters Score -2803445 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2804343.750000 Penalty: 3349.856445
	Iteration 10Q: 3 clusters Score -2804344 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2805003.000000 Penalty: 3349.856445
	Iteration 11Q: 3 clusters Score -2805003 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2805433.000000 Penalty: 3349.856445
	Iteration 12Q: 3 clusters Score -2805433 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2805779.750000 Penalty: 3349.856445
	Iteration 13Q: 3 clusters Score -2805780 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2806073.250000 Penalty: 3349.856445
	Iteration 14Q: 3 clusters Score -2806073 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2806352.750000 Penalty: 3349.856445
	Iteration 15Q: 3 clusters Score -2806353 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2806613.250000 Penalty: 3349.856445
	Iteration 16Q: 3 clusters Score -2806613 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2806836.250000 Penalty: 3349.856445
	Iteration 17Q: 3 clusters Score -2806836 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2807054.750000 Penalty: 3349.856445
	Iteration 18Q: 3 clusters Score -2807055 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2807227.500000 Penalty: 3349.856445
	Iteration 19Q: 3 clusters Score -2807228 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2807390.250000 Penalty: 3349.856445
	Iteration 20F: 3 clusters Score -2807390 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2807520.000000 Penalty: 3349.856445
	Iteration 21Q: 3 clusters Score -2807520 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2807648.500000 Penalty: 3349.856445
	Iteration 22Q: 3 clusters Score -2807648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2807757.250000 Penalty: 3349.856445
	Iteration 23Q: 3 clusters Score -2807757 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2807839.500000 Penalty: 3349.856445
	Iteration 24Q: 3 clusters Score -2807840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2807884.250000 Penalty: 3349.856445
	Iteration 25Q: 3 clusters Score -2807884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2807919.000000 Penalty: 3349.856445
	Iteration 26Q: 3 clusters Score -2807919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2807950.750000 Penalty: 3349.856445
	Iteration 27Q: 3 clusters Score -2807951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2807977.500000 Penalty: 3349.856445
	Iteration 28Q: 3 clusters Score -2807978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2807992.750000 Penalty: 3349.856445
	Iteration 29Q: 3 clusters Score -2807993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2808003.000000 Penalty: 3349.856445
	Iteration 30Q: 3 clusters Score -2808003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2808019.000000 Penalty: 3349.856445
	Iteration 31Q: 3 clusters Score -2808019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2808024.500000 Penalty: 3349.856445
	Iteration 32Q: 3 clusters Score -2808024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2808031.750000 Penalty: 3349.856445
	Iteration 33Q: 3 clusters Score -2808032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2808037.250000 Penalty: 3349.856445
	Iteration 34Q: 3 clusters Score -2808037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2808038.500000 Penalty: 3349.856445
	Iteration 35Q: 3 clusters Score -2808038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2808039.750000 Penalty: 3349.856445
	Iteration 36Q: 3 clusters Score -2808040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2808041.750000 Penalty: 3349.856445
	Iteration 37Q: 3 clusters Score -2808042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2808038.500000 Penalty: 3349.856445
	Iteration 38Q: 3 clusters Score -2808038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2808040.500000 Penalty: 3349.856445
	Iteration 39Q: 3 clusters Score -2808040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2808042.000000 Penalty: 3349.856445
	Iteration 40F: 3 clusters Score -2808042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -356015.593750 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -356015.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -352554.281250 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -352554.3 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -353461.531250 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -353461.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -353626.531250 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -353626.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -353801.000000 Penalty: 2705.409180
	Iteration 3F: 3 clusters Score -353801 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -354025.437500 Penalty: 2705.409180
	Iteration 4F: 3 clusters Score -354025.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -354336.062500 Penalty: 2705.409180
	Iteration 5F: 3 clusters Score -354336.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -354696.375000 Penalty: 2705.409180
	Iteration 6F: 3 clusters Score -354696.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -355010.062500 Penalty: 2705.409180
	Iteration 7F: 3 clusters Score -355010.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -355239.875000 Penalty: 2705.409180
	Iteration 8F: 3 clusters Score -355239.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -355404.437500 Penalty: 2705.409180
	Iteration 9Q: 3 clusters Score -355404.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -355513.093750 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -355513.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -355563.062500 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -355563.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -355591.875000 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -355591.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -355612.218750 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -355612.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -355624.843750 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -355624.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -355633.968750 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -355634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -355638.437500 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -355638.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -355642.343750 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -355642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -355645.000000 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -355645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -355646.906250 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -355646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -355649.093750 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -355649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -355649.468750 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -355649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -355651.000000 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -355651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -355651.781250 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -355651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -355653.718750 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -355653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -355655.562500 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -355655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -355655.375000 Penalty: 2705.409180
	Iteration 26Q: 3 clusters Score -355655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -355657.062500 Penalty: 2705.409180
	Iteration 27Q: 3 clusters Score -355657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -355657.062500 Penalty: 2705.409180
	Iteration 28F: 3 clusters Score -355657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Entering Unmasked Estep 
Score: -3993521.750000 Penalty: 1732.966675
	Iteration 0F: 2 clusters Score -3993522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3964819.750000 Penalty: 3465.933350
	Iteration 0F: 3 clusters Score -3964820 nChanged 19997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3976124.500000 Penalty: 3465.933350
	Iteration 1F: 3 clusters Score -3976124 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3976653.750000 Penalty: 3465.933350
	Iteration 2Q: 3 clusters Score -3976654 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3977258.500000 Penalty: 3465.933350
	Iteration 3Q: 3 clusters Score -3977258 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3978068.750000 Penalty: 3465.933350
	Iteration 4Q: 3 clusters Score -3978069 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3979017.250000 Penalty: 3465.933350
	Iteration 5Q: 3 clusters Score -3979017 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3980203.250000 Penalty: 3465.933350
	Iteration 6F: 3 clusters Score -3980203 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3981831.500000 Penalty: 3465.933350
	Iteration 7F: 3 clusters Score -3981832 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3983798.750000 Penalty: 3465.933350
	Iteration 8F: 3 clusters Score -3983799 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3985898.250000 Penalty: 3465.933350
	Iteration 9F: 3 clusters Score -3985898 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3987395.500000 Penalty: 3465.933350
	Iteration 10F: 3 clusters Score -3987396 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3988283.750000 Penalty: 3465.933350
	Iteration 11Q: 3 clusters Score -3988284 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3988846.500000 Penalty: 3465.933350
	Iteration 12Q: 3 clusters Score -3988846 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3989215.250000 Penalty: 3465.933350
	Iteration 13Q: 3 clusters Score -3989215 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3989496.500000 Penalty: 3465.933350
	Iteration 14Q: 3 clusters Score -3989496 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3989738.750000 Penalty: 3465.933350
	Iteration 15Q: 3 clusters Score -3989739 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -3989988.000000 Penalty: 3465.933350
	Iteration 16Q: 3 clusters Score -3989988 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -3990215.500000 Penalty: 3465.933350
	Iteration 17Q: 3 clusters Score -3990216 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -3990386.500000 Penalty: 3465.933350
	Iteration 18Q: 3 clusters Score -3990386 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -3990554.250000 Penalty: 3465.933350
	Iteration 19Q: 3 clusters Score -3990554 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3990680.500000 Penalty: 3465.933350
	Iteration 20F: 3 clusters Score -3990680 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3990760.250000 Penalty: 3465.933350
	Iteration 21Q: 3 clusters Score -3990760 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -3990872.500000 Penalty: 3465.933350
	Iteration 22Q: 3 clusters Score -3990872 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -3990964.500000 Penalty: 3465.933350
	Iteration 23Q: 3 clusters Score -3990964 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -3991072.250000 Penalty: 3465.933350
	Iteration 24Q: 3 clusters Score -3991072 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -3991151.750000 Penalty: 3465.933350
	Iteration 25Q: 3 clusters Score -3991152 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -3991240.250000 Penalty: 3465.933350
	Iteration 26Q: 3 clusters Score -3991240 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -3991346.000000 Penalty: 3465.933350
	Iteration 27Q: 3 clusters Score -3991346 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3991420.250000 Penalty: 3465.933350
	Iteration 28Q: 3 clusters Score -3991420 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -3991522.500000 Penalty: 3465.933350
	Iteration 29Q: 3 clusters Score -3991522 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3991589.750000 Penalty: 3465.933350
	Iteration 30Q: 3 clusters Score -3991590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -3991654.750000 Penalty: 3465.933350
	Iteration 31Q: 3 clusters Score -3991655 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -3991698.500000 Penalty: 3465.933350
	Iteration 32Q: 3 clusters Score -3991698 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -3991747.500000 Penalty: 3465.933350
	Iteration 33Q: 3 clusters Score -3991748 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -3991801.250000 Penalty: 3465.933350
	Iteration 34Q: 3 clusters Score -3991801 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -3991854.000000 Penalty: 3465.933350
	Iteration 35Q: 3 clusters Score -3991854 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -3991885.750000 Penalty: 3465.933350
	Iteration 36Q: 3 clusters Score -3991886 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -3991918.500000 Penalty: 3465.933350
	Iteration 37Q: 3 clusters Score -3991918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -3991932.750000 Penalty: 3465.933350
	Iteration 38Q: 3 clusters Score -3991933 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -3991966.000000 Penalty: 3465.933350
	Iteration 39Q: 3 clusters Score -3991966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -3992011.250000 Penalty: 3465.933350
	Iteration 40F: 3 clusters Score -3992011 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -3992054.750000 Penalty: 3465.933350
	Iteration 41Q: 3 clusters Score -3992055 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -3992067.250000 Penalty: 3465.933350
	Iteration 42Q: 3 clusters Score -3992067 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -3992122.000000 Penalty: 3465.933350
	Iteration 43Q: 3 clusters Score -3992122 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -3992154.250000 Penalty: 3465.933350
	Iteration 44Q: 3 clusters Score -3992154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -3992174.250000 Penalty: 3465.933350
	Iteration 45Q: 3 clusters Score -3992174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -3992200.000000 Penalty: 3465.933350
	Iteration 46Q: 3 clusters Score -3992200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -3992217.250000 Penalty: 3465.933350
	Iteration 47Q: 3 clusters Score -3992217 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -3992236.250000 Penalty: 3465.933350
	Iteration 48Q: 3 clusters Score -3992236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -3992266.750000 Penalty: 3465.933350
	Iteration 49Q: 3 clusters Score -3992267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -3992277.250000 Penalty: 3465.933350
	Iteration 50Q: 3 clusters Score -3992277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -3992274.500000 Penalty: 3465.933350
	Iteration 51Q: 3 clusters Score -3992274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -3992286.750000 Penalty: 3465.933350
	Iteration 52Q: 3 clusters Score -3992287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -3992293.500000 Penalty: 3465.933350
	Iteration 53Q: 3 clusters Score -3992294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -3992288.250000 Penalty: 3465.933350
	Iteration 54Q: 3 clusters Score -3992288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -3992301.000000 Penalty: 3465.933350
	Iteration 55Q: 3 clusters Score -3992301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -3992308.500000 Penalty: 3465.933350
	Iteration 56Q: 3 clusters Score -3992308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -3992312.250000 Penalty: 3465.933350
	Iteration 57Q: 3 clusters Score -3992312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -3992317.000000 Penalty: 3465.933350
	Iteration 58Q: 3 clusters Score -3992317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -3992312.750000 Penalty: 3465.933350
	Iteration 59Q: 3 clusters Score -3992313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -3992318.000000 Penalty: 3465.933350
	Iteration 60F: 3 clusters Score -3992318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -3992329.500000 Penalty: 3465.933350
	Iteration 61Q: 3 clusters Score -3992330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -3992336.000000 Penalty: 3465.933350
	Iteration 62Q: 3 clusters Score -3992336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -3992341.250000 Penalty: 3465.933350
	Iteration 63Q: 3 clusters Score -3992341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -3992349.750000 Penalty: 3465.933350
	Iteration 64Q: 3 clusters Score -3992350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -3992368.750000 Penalty: 3465.933350
	Iteration 65Q: 3 clusters Score -3992369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -3992361.750000 Penalty: 3465.933350
	Iteration 66Q: 3 clusters Score -3992362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -3992364.750000 Penalty: 3465.933350
	Iteration 67Q: 3 clusters Score -3992365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -3992363.750000 Penalty: 3465.933350
	Iteration 68Q: 3 clusters Score -3992364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -3992362.500000 Penalty: 3465.933350
	Iteration 69Q: 3 clusters Score -3992362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -3992366.250000 Penalty: 3465.933350
	Iteration 70Q: 3 clusters Score -3992366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -3992369.250000 Penalty: 3465.933350
	Iteration 71Q: 3 clusters Score -3992369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -3992377.000000 Penalty: 3465.933350
	Iteration 72Q: 3 clusters Score -3992377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -3992379.250000 Penalty: 3465.933350
	Iteration 73Q: 3 clusters Score -3992379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -3992379.500000 Penalty: 3465.933350
	Iteration 74Q: 3 clusters Score -3992380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -3992378.500000 Penalty: 3465.933350
	Iteration 75Q: 3 clusters Score -3992378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -3992373.250000 Penalty: 3465.933350
	Iteration 76Q: 3 clusters Score -3992373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -3992377.000000 Penalty: 3465.933350
	Iteration 77Q: 3 clusters Score -3992377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -3992377.000000 Penalty: 3465.933350
	Iteration 78Q: 3 clusters Score -3992377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -3992380.250000 Penalty: 3465.933350
	Iteration 79Q: 3 clusters Score -3992380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -3992384.250000 Penalty: 3465.933350
	Iteration 80F: 3 clusters Score -3992384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -3992387.500000 Penalty: 3465.933350
	Iteration 81Q: 3 clusters Score -3992388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -3992387.500000 Penalty: 3465.933350
	Iteration 82F: 3 clusters Score -3992388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Entering Unmasked Estep 
Score: -1160473.125000 Penalty: 1529.525391
	Iteration 0F: 2 clusters Score -1160473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1151882.750000 Penalty: 3059.050781
	Iteration 0F: 3 clusters Score -1151883 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1154634.250000 Penalty: 3059.050781
	Iteration 1F: 3 clusters Score -1154634 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1154909.750000 Penalty: 3059.050781
	Iteration 2F: 3 clusters Score -1154910 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1155161.500000 Penalty: 3059.050781
	Iteration 3Q: 3 clusters Score -1155162 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1155459.875000 Penalty: 3059.050781
	Iteration 4Q: 3 clusters Score -1155460 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1155932.125000 Penalty: 3059.050781
	Iteration 5F: 3 clusters Score -1155932 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1156553.875000 Penalty: 3059.050781
	Iteration 6F: 3 clusters Score -1156554 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1157279.750000 Penalty: 3059.050781
	Iteration 7F: 3 clusters Score -1157280 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1158011.125000 Penalty: 3059.050781
	Iteration 8F: 3 clusters Score -1158011 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1158549.750000 Penalty: 3059.050781
	Iteration 9Q: 3 clusters Score -1158550 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1158810.375000 Penalty: 3059.050781
	Iteration 10Q: 3 clusters Score -1158810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1158949.875000 Penalty: 3059.050781
	Iteration 11Q: 3 clusters Score -1158950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1159032.750000 Penalty: 3059.050781
	Iteration 12Q: 3 clusters Score -1159033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1159078.875000 Penalty: 3059.050781
	Iteration 13Q: 3 clusters Score -1159079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1159114.375000 Penalty: 3059.050781
	Iteration 14Q: 3 clusters Score -1159114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1159135.375000 Penalty: 3059.050781
	Iteration 15Q: 3 clusters Score -1159135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1159142.500000 Penalty: 3059.050781
	Iteration 16Q: 3 clusters Score -1159142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1159151.875000 Penalty: 3059.050781
	Iteration 17Q: 3 clusters Score -1159152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1159157.875000 Penalty: 3059.050781
	Iteration 18Q: 3 clusters Score -1159158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1159158.000000 Penalty: 3059.050781
	Iteration 19Q: 3 clusters Score -1159158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1159160.500000 Penalty: 3059.050781
	Iteration 20F: 3 clusters Score -1159160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1159162.000000 Penalty: 3059.050781
	Iteration 21Q: 3 clusters Score -1159162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1159163.375000 Penalty: 3059.050781
	Iteration 22Q: 3 clusters Score -1159163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1159164.125000 Penalty: 3059.050781
	Iteration 23Q: 3 clusters Score -1159164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1159164.125000 Penalty: 3059.050781
	Iteration 24F: 3 clusters Score -1159164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Entering Unmasked Estep 
Score: -5480854.500000 Penalty: 1783.979614
	Iteration 0F: 2 clusters Score -5480854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -5441572.000000 Penalty: 3567.959229
	Iteration 0F: 3 clusters Score -5441572 nChanged 27806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -5457173.000000 Penalty: 3567.959229
	Iteration 1F: 3 clusters Score -5457173 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -5457598.000000 Penalty: 3567.959229
	Iteration 2Q: 3 clusters Score -5457598 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5458140.500000 Penalty: 3567.959229
	Iteration 3Q: 3 clusters Score -5458140 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -5458941.500000 Penalty: 3567.959229
	Iteration 4Q: 3 clusters Score -5458942 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5460331.000000 Penalty: 3567.959229
	Iteration 5Q: 3 clusters Score -5460331 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -5462837.000000 Penalty: 3567.959229
	Iteration 6F: 3 clusters Score -5462837 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5466634.500000 Penalty: 3567.959229
	Iteration 7F: 3 clusters Score -5466634 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -5471434.000000 Penalty: 3567.959229
	Iteration 8F: 3 clusters Score -5471434 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5475575.000000 Penalty: 3567.959229
	Iteration 9F: 3 clusters Score -5475575 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5477960.500000 Penalty: 3567.959229
	Iteration 10Q: 3 clusters Score -5477960 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5478803.000000 Penalty: 3567.959229
	Iteration 11Q: 3 clusters Score -5478803 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5479092.500000 Penalty: 3567.959229
	Iteration 12Q: 3 clusters Score -5479092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5479185.000000 Penalty: 3567.959229
	Iteration 13Q: 3 clusters Score -5479185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5479229.000000 Penalty: 3567.959229
	Iteration 14Q: 3 clusters Score -5479229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5479246.500000 Penalty: 3567.959229
	Iteration 15Q: 3 clusters Score -5479246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5479252.000000 Penalty: 3567.959229
	Iteration 16Q: 3 clusters Score -5479252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5479256.500000 Penalty: 3567.959229
	Iteration 17Q: 3 clusters Score -5479256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5479259.500000 Penalty: 3567.959229
	Iteration 18Q: 3 clusters Score -5479260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5479266.000000 Penalty: 3567.959229
	Iteration 19Q: 3 clusters Score -5479266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5479269.500000 Penalty: 3567.959229
	Iteration 20F: 3 clusters Score -5479270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5479268.000000 Penalty: 3567.959229
	Iteration 21Q: 3 clusters Score -5479268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5479272.500000 Penalty: 3567.959229
	Iteration 22Q: 3 clusters Score -5479272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5479272.500000 Penalty: 3567.959229
	Iteration 23F: 3 clusters Score -5479272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Entering Unmasked Estep 
Score: -1362584.875000 Penalty: 1557.975830
	Iteration 0F: 2 clusters Score -1362585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1352357.750000 Penalty: 3115.951660
	Iteration 0F: 3 clusters Score -1352358 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1355822.500000 Penalty: 3115.951660
	Iteration 1F: 3 clusters Score -1355822 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1356208.125000 Penalty: 3115.951660
	Iteration 2F: 3 clusters Score -1356208 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1356696.000000 Penalty: 3115.951660
	Iteration 3F: 3 clusters Score -1356696 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1357214.500000 Penalty: 3115.951660
	Iteration 4F: 3 clusters Score -1357214 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1357764.125000 Penalty: 3115.951660
	Iteration 5F: 3 clusters Score -1357764 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1358320.375000 Penalty: 3115.951660
	Iteration 6F: 3 clusters Score -1358320 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1358879.125000 Penalty: 3115.951660
	Iteration 7F: 3 clusters Score -1358879 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1359411.750000 Penalty: 3115.951660
	Iteration 8F: 3 clusters Score -1359412 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1359795.125000 Penalty: 3115.951660
	Iteration 9Q: 3 clusters Score -1359795 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1360028.625000 Penalty: 3115.951660
	Iteration 10Q: 3 clusters Score -1360029 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1360142.000000 Penalty: 3115.951660
	Iteration 11Q: 3 clusters Score -1360142 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1360220.375000 Penalty: 3115.951660
	Iteration 12Q: 3 clusters Score -1360220 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1360272.750000 Penalty: 3115.951660
	Iteration 13Q: 3 clusters Score -1360273 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1360314.625000 Penalty: 3115.951660
	Iteration 14Q: 3 clusters Score -1360315 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1360347.375000 Penalty: 3115.951660
	Iteration 15Q: 3 clusters Score -1360347 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1360388.125000 Penalty: 3115.951660
	Iteration 16Q: 3 clusters Score -1360388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1360422.875000 Penalty: 3115.951660
	Iteration 17Q: 3 clusters Score -1360423 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1360450.000000 Penalty: 3115.951660
	Iteration 18Q: 3 clusters Score -1360450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1360492.500000 Penalty: 3115.951660
	Iteration 19Q: 3 clusters Score -1360492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1360515.000000 Penalty: 3115.951660
	Iteration 20F: 3 clusters Score -1360515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1360534.375000 Penalty: 3115.951660
	Iteration 21Q: 3 clusters Score -1360534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1360556.250000 Penalty: 3115.951660
	Iteration 22Q: 3 clusters Score -1360556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1360572.500000 Penalty: 3115.951660
	Iteration 23Q: 3 clusters Score -1360572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1360590.000000 Penalty: 3115.951660
	Iteration 24Q: 3 clusters Score -1360590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1360607.625000 Penalty: 3115.951660
	Iteration 25Q: 3 clusters Score -1360608 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1360633.375000 Penalty: 3115.951660
	Iteration 26Q: 3 clusters Score -1360633 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1360653.375000 Penalty: 3115.951660
	Iteration 27Q: 3 clusters Score -1360653 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1360674.625000 Penalty: 3115.951660
	Iteration 28Q: 3 clusters Score -1360675 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1360701.000000 Penalty: 3115.951660
	Iteration 29Q: 3 clusters Score -1360701 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1360723.250000 Penalty: 3115.951660
	Iteration 30Q: 3 clusters Score -1360723 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1360748.000000 Penalty: 3115.951660
	Iteration 31Q: 3 clusters Score -1360748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1360767.500000 Penalty: 3115.951660
	Iteration 32Q: 3 clusters Score -1360768 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1360794.500000 Penalty: 3115.951660
	Iteration 33Q: 3 clusters Score -1360794 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1360821.875000 Penalty: 3115.951660
	Iteration 34Q: 3 clusters Score -1360822 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1360845.000000 Penalty: 3115.951660
	Iteration 35Q: 3 clusters Score -1360845 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1360874.375000 Penalty: 3115.951660
	Iteration 36Q: 3 clusters Score -1360874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1360910.375000 Penalty: 3115.951660
	Iteration 37Q: 3 clusters Score -1360910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1360942.500000 Penalty: 3115.951660
	Iteration 38Q: 3 clusters Score -1360942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1360976.500000 Penalty: 3115.951660
	Iteration 39Q: 3 clusters Score -1360976 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1361015.125000 Penalty: 3115.951660
	Iteration 40F: 3 clusters Score -1361015 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1361046.875000 Penalty: 3115.951660
	Iteration 41Q: 3 clusters Score -1361047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1361083.125000 Penalty: 3115.951660
	Iteration 42Q: 3 clusters Score -1361083 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1361123.375000 Penalty: 3115.951660
	Iteration 43Q: 3 clusters Score -1361123 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1361168.375000 Penalty: 3115.951660
	Iteration 44Q: 3 clusters Score -1361168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1361209.375000 Penalty: 3115.951660
	Iteration 45Q: 3 clusters Score -1361209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1361239.500000 Penalty: 3115.951660
	Iteration 46Q: 3 clusters Score -1361240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1361264.375000 Penalty: 3115.951660
	Iteration 47Q: 3 clusters Score -1361264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1361290.500000 Penalty: 3115.951660
	Iteration 48Q: 3 clusters Score -1361290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1361317.750000 Penalty: 3115.951660
	Iteration 49Q: 3 clusters Score -1361318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1361335.625000 Penalty: 3115.951660
	Iteration 50Q: 3 clusters Score -1361336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1361362.875000 Penalty: 3115.951660
	Iteration 51Q: 3 clusters Score -1361363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1361379.500000 Penalty: 3115.951660
	Iteration 52Q: 3 clusters Score -1361380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1361389.875000 Penalty: 3115.951660
	Iteration 53Q: 3 clusters Score -1361390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1361403.750000 Penalty: 3115.951660
	Iteration 54Q: 3 clusters Score -1361404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1361412.750000 Penalty: 3115.951660
	Iteration 55Q: 3 clusters Score -1361413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1361430.500000 Penalty: 3115.951660
	Iteration 56Q: 3 clusters Score -1361430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1361435.125000 Penalty: 3115.951660
	Iteration 57Q: 3 clusters Score -1361435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1361463.500000 Penalty: 3115.951660
	Iteration 58Q: 3 clusters Score -1361464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1361484.625000 Penalty: 3115.951660
	Iteration 59Q: 3 clusters Score -1361485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1361498.500000 Penalty: 3115.951660
	Iteration 60F: 3 clusters Score -1361498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1361515.250000 Penalty: 3115.951660
	Iteration 61Q: 3 clusters Score -1361515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1361525.500000 Penalty: 3115.951660
	Iteration 62Q: 3 clusters Score -1361526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1361535.250000 Penalty: 3115.951660
	Iteration 63Q: 3 clusters Score -1361535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1361544.000000 Penalty: 3115.951660
	Iteration 64Q: 3 clusters Score -1361544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1361547.625000 Penalty: 3115.951660
	Iteration 65Q: 3 clusters Score -1361548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1361557.500000 Penalty: 3115.951660
	Iteration 66Q: 3 clusters Score -1361558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1361565.625000 Penalty: 3115.951660
	Iteration 67Q: 3 clusters Score -1361566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1361573.250000 Penalty: 3115.951660
	Iteration 68Q: 3 clusters Score -1361573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1361574.375000 Penalty: 3115.951660
	Iteration 69Q: 3 clusters Score -1361574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1361583.500000 Penalty: 3115.951660
	Iteration 70Q: 3 clusters Score -1361584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1361593.625000 Penalty: 3115.951660
	Iteration 71Q: 3 clusters Score -1361594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1361596.750000 Penalty: 3115.951660
	Iteration 72Q: 3 clusters Score -1361597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1361601.000000 Penalty: 3115.951660
	Iteration 73Q: 3 clusters Score -1361601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1361602.750000 Penalty: 3115.951660
	Iteration 74Q: 3 clusters Score -1361603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1361604.625000 Penalty: 3115.951660
	Iteration 75Q: 3 clusters Score -1361605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1361609.375000 Penalty: 3115.951660
	Iteration 76Q: 3 clusters Score -1361609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1361610.500000 Penalty: 3115.951660
	Iteration 77Q: 3 clusters Score -1361610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1361612.750000 Penalty: 3115.951660
	Iteration 78Q: 3 clusters Score -1361613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1361612.750000 Penalty: 3115.951660
	Iteration 79Q: 3 clusters Score -1361613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1361610.000000 Penalty: 3115.951660
	Iteration 80F: 3 clusters Score -1361610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1361613.875000 Penalty: 3115.951660
	Iteration 81Q: 3 clusters Score -1361614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1361614.125000 Penalty: 3115.951660
	Iteration 82Q: 3 clusters Score -1361614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1361614.125000 Penalty: 3115.951660
	Iteration 83F: 3 clusters Score -1361614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Entering Unmasked Estep 
Score: -3374833.500000 Penalty: 1705.449219
	Iteration 0F: 2 clusters Score -3374834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3350538.250000 Penalty: 3410.898438
	Iteration 0F: 3 clusters Score -3350538 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3360063.500000 Penalty: 3410.898438
	Iteration 1F: 3 clusters Score -3360064 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3360634.750000 Penalty: 3410.898438
	Iteration 2Q: 3 clusters Score -3360635 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3361303.000000 Penalty: 3410.898438
	Iteration 3Q: 3 clusters Score -3361303 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3362121.000000 Penalty: 3410.898438
	Iteration 4Q: 3 clusters Score -3362121 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3363085.500000 Penalty: 3410.898438
	Iteration 5Q: 3 clusters Score -3363086 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3364231.500000 Penalty: 3410.898438
	Iteration 6F: 3 clusters Score -3364232 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3365473.250000 Penalty: 3410.898438
	Iteration 7F: 3 clusters Score -3365473 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3366690.000000 Penalty: 3410.898438
	Iteration 8F: 3 clusters Score -3366690 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3367899.750000 Penalty: 3410.898438
	Iteration 9Q: 3 clusters Score -3367900 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3368908.250000 Penalty: 3410.898438
	Iteration 10Q: 3 clusters Score -3368908 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3369582.000000 Penalty: 3410.898438
	Iteration 11Q: 3 clusters Score -3369582 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3370005.750000 Penalty: 3410.898438
	Iteration 12Q: 3 clusters Score -3370006 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3370333.500000 Penalty: 3410.898438
	Iteration 13Q: 3 clusters Score -3370334 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3370630.500000 Penalty: 3410.898438
	Iteration 14Q: 3 clusters Score -3370630 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3370904.000000 Penalty: 3410.898438
	Iteration 15Q: 3 clusters Score -3370904 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3371147.250000 Penalty: 3410.898438
	Iteration 16Q: 3 clusters Score -3371147 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -3371368.000000 Penalty: 3410.898438
	Iteration 17Q: 3 clusters Score -3371368 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -3371574.500000 Penalty: 3410.898438
	Iteration 18Q: 3 clusters Score -3371574 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -3371748.750000 Penalty: 3410.898438
	Iteration 19Q: 3 clusters Score -3371749 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -3371938.000000 Penalty: 3410.898438
	Iteration 20F: 3 clusters Score -3371938 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -3372146.000000 Penalty: 3410.898438
	Iteration 21Q: 3 clusters Score -3372146 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -3372329.000000 Penalty: 3410.898438
	Iteration 22Q: 3 clusters Score -3372329 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -3372485.750000 Penalty: 3410.898438
	Iteration 23Q: 3 clusters Score -3372486 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -3372603.250000 Penalty: 3410.898438
	Iteration 24Q: 3 clusters Score -3372603 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -3372717.750000 Penalty: 3410.898438
	Iteration 25Q: 3 clusters Score -3372718 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -3372828.000000 Penalty: 3410.898438
	Iteration 26Q: 3 clusters Score -3372828 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -3372900.500000 Penalty: 3410.898438
	Iteration 27Q: 3 clusters Score -3372900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3372948.500000 Penalty: 3410.898438
	Iteration 28Q: 3 clusters Score -3372948 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -3372999.500000 Penalty: 3410.898438
	Iteration 29Q: 3 clusters Score -3373000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -3373043.250000 Penalty: 3410.898438
	Iteration 30Q: 3 clusters Score -3373043 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -3373087.500000 Penalty: 3410.898438
	Iteration 31Q: 3 clusters Score -3373088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3373128.500000 Penalty: 3410.898438
	Iteration 32Q: 3 clusters Score -3373128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -3373160.250000 Penalty: 3410.898438
	Iteration 33Q: 3 clusters Score -3373160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3373197.000000 Penalty: 3410.898438
	Iteration 34Q: 3 clusters Score -3373197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -3373216.500000 Penalty: 3410.898438
	Iteration 35Q: 3 clusters Score -3373216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -3373247.000000 Penalty: 3410.898438
	Iteration 36Q: 3 clusters Score -3373247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -3373258.500000 Penalty: 3410.898438
	Iteration 37Q: 3 clusters Score -3373258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3373273.500000 Penalty: 3410.898438
	Iteration 38Q: 3 clusters Score -3373274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -3373291.250000 Penalty: 3410.898438
	Iteration 39Q: 3 clusters Score -3373291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3373295.250000 Penalty: 3410.898438
	Iteration 40F: 3 clusters Score -3373295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3373311.000000 Penalty: 3410.898438
	Iteration 41Q: 3 clusters Score -3373311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -3373320.500000 Penalty: 3410.898438
	Iteration 42Q: 3 clusters Score -3373320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -3373344.000000 Penalty: 3410.898438
	Iteration 43Q: 3 clusters Score -3373344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -3373369.250000 Penalty: 3410.898438
	Iteration 44Q: 3 clusters Score -3373369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -3373382.500000 Penalty: 3410.898438
	Iteration 45Q: 3 clusters Score -3373382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -3373383.000000 Penalty: 3410.898438
	Iteration 46Q: 3 clusters Score -3373383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -3373389.750000 Penalty: 3410.898438
	Iteration 47Q: 3 clusters Score -3373390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -3373391.750000 Penalty: 3410.898438
	Iteration 48Q: 3 clusters Score -3373392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -3373398.750000 Penalty: 3410.898438
	Iteration 49Q: 3 clusters Score -3373399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -3373400.250000 Penalty: 3410.898438
	Iteration 50Q: 3 clusters Score -3373400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -3373401.250000 Penalty: 3410.898438
	Iteration 51Q: 3 clusters Score -3373401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3373400.500000 Penalty: 3410.898438
	Iteration 52Q: 3 clusters Score -3373400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -3373403.500000 Penalty: 3410.898438
	Iteration 53Q: 3 clusters Score -3373404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -3373405.250000 Penalty: 3410.898438
	Iteration 54Q: 3 clusters Score -3373405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -3373414.250000 Penalty: 3410.898438
	Iteration 55Q: 3 clusters Score -3373414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -3373421.750000 Penalty: 3410.898438
	Iteration 56Q: 3 clusters Score -3373422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -3373425.500000 Penalty: 3410.898438
	Iteration 57Q: 3 clusters Score -3373426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -3373431.250000 Penalty: 3410.898438
	Iteration 58Q: 3 clusters Score -3373431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -3373430.250000 Penalty: 3410.898438
	Iteration 59Q: 3 clusters Score -3373430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3373434.500000 Penalty: 3410.898438
	Iteration 60F: 3 clusters Score -3373434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3373436.250000 Penalty: 3410.898438
	Iteration 61Q: 3 clusters Score -3373436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -3373435.500000 Penalty: 3410.898438
	Iteration 62Q: 3 clusters Score -3373436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -3373437.500000 Penalty: 3410.898438
	Iteration 63Q: 3 clusters Score -3373438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -3373437.500000 Penalty: 3410.898438
	Iteration 64F: 3 clusters Score -3373438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Entering Unmasked Estep 
Score: -2097938.500000 Penalty: 1634.468384
	Iteration 0F: 2 clusters Score -2097938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2082130.125000 Penalty: 3268.936768
	Iteration 0F: 3 clusters Score -2082130 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2087925.875000 Penalty: 3268.936768
	Iteration 1F: 3 clusters Score -2087926 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2088237.750000 Penalty: 3268.936768
	Iteration 2Q: 3 clusters Score -2088238 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2088542.250000 Penalty: 3268.936768
	Iteration 3Q: 3 clusters Score -2088542 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2088828.000000 Penalty: 3268.936768
	Iteration 4Q: 3 clusters Score -2088828 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2089173.125000 Penalty: 3268.936768
	Iteration 5Q: 3 clusters Score -2089173 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2089641.750000 Penalty: 3268.936768
	Iteration 6Q: 3 clusters Score -2089642 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2090284.500000 Penalty: 3268.936768
	Iteration 7Q: 3 clusters Score -2090284 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2091129.250000 Penalty: 3268.936768
	Iteration 8Q: 3 clusters Score -2091129 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2092069.750000 Penalty: 3268.936768
	Iteration 9F: 3 clusters Score -2092070 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2092867.125000 Penalty: 3268.936768
	Iteration 10Q: 3 clusters Score -2092867 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2093460.500000 Penalty: 3268.936768
	Iteration 11Q: 3 clusters Score -2093460 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2093910.875000 Penalty: 3268.936768
	Iteration 12Q: 3 clusters Score -2093911 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2094250.625000 Penalty: 3268.936768
	Iteration 13Q: 3 clusters Score -2094251 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2094528.750000 Penalty: 3268.936768
	Iteration 14Q: 3 clusters Score -2094529 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2094749.625000 Penalty: 3268.936768
	Iteration 15Q: 3 clusters Score -2094750 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2094971.625000 Penalty: 3268.936768
	Iteration 16Q: 3 clusters Score -2094972 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2095182.250000 Penalty: 3268.936768
	Iteration 17Q: 3 clusters Score -2095182 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2095351.625000 Penalty: 3268.936768
	Iteration 18Q: 3 clusters Score -2095352 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2095503.750000 Penalty: 3268.936768
	Iteration 19Q: 3 clusters Score -2095504 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2095659.625000 Penalty: 3268.936768
	Iteration 20F: 3 clusters Score -2095660 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2095792.125000 Penalty: 3268.936768
	Iteration 21Q: 3 clusters Score -2095792 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2095918.750000 Penalty: 3268.936768
	Iteration 22Q: 3 clusters Score -2095919 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2095992.500000 Penalty: 3268.936768
	Iteration 23Q: 3 clusters Score -2095992 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2096062.000000 Penalty: 3268.936768
	Iteration 24Q: 3 clusters Score -2096062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2096126.375000 Penalty: 3268.936768
	Iteration 25Q: 3 clusters Score -2096126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2096178.625000 Penalty: 3268.936768
	Iteration 26Q: 3 clusters Score -2096179 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2096234.125000 Penalty: 3268.936768
	Iteration 27Q: 3 clusters Score -2096234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2096284.500000 Penalty: 3268.936768
	Iteration 28Q: 3 clusters Score -2096284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2096324.625000 Penalty: 3268.936768
	Iteration 29Q: 3 clusters Score -2096325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2096359.375000 Penalty: 3268.936768
	Iteration 30Q: 3 clusters Score -2096359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2096401.000000 Penalty: 3268.936768
	Iteration 31Q: 3 clusters Score -2096401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2096421.750000 Penalty: 3268.936768
	Iteration 32Q: 3 clusters Score -2096422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2096441.000000 Penalty: 3268.936768
	Iteration 33Q: 3 clusters Score -2096441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2096458.750000 Penalty: 3268.936768
	Iteration 34Q: 3 clusters Score -2096459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2096467.250000 Penalty: 3268.936768
	Iteration 35Q: 3 clusters Score -2096467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2096480.500000 Penalty: 3268.936768
	Iteration 36Q: 3 clusters Score -2096480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2096492.000000 Penalty: 3268.936768
	Iteration 37Q: 3 clusters Score -2096492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2096501.500000 Penalty: 3268.936768
	Iteration 38Q: 3 clusters Score -2096502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2096511.500000 Penalty: 3268.936768
	Iteration 39Q: 3 clusters Score -2096512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2096519.625000 Penalty: 3268.936768
	Iteration 40F: 3 clusters Score -2096520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2096525.000000 Penalty: 3268.936768
	Iteration 41Q: 3 clusters Score -2096525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2096527.500000 Penalty: 3268.936768
	Iteration 42Q: 3 clusters Score -2096528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2096528.125000 Penalty: 3268.936768
	Iteration 43Q: 3 clusters Score -2096528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2096529.500000 Penalty: 3268.936768
	Iteration 44Q: 3 clusters Score -2096530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2096531.250000 Penalty: 3268.936768
	Iteration 45Q: 3 clusters Score -2096531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2096532.375000 Penalty: 3268.936768
	Iteration 46Q: 3 clusters Score -2096532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2096533.125000 Penalty: 3268.936768
	Iteration 47Q: 3 clusters Score -2096533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2096531.625000 Penalty: 3268.936768
	Iteration 48Q: 3 clusters Score -2096532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2096532.125000 Penalty: 3268.936768
	Iteration 49Q: 3 clusters Score -2096532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2096534.500000 Penalty: 3268.936768
	Iteration 50Q: 3 clusters Score -2096534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2096536.000000 Penalty: 3268.936768
	Iteration 51Q: 3 clusters Score -2096536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2096535.500000 Penalty: 3268.936768
	Iteration 52Q: 3 clusters Score -2096536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2096535.500000 Penalty: 3268.936768
	Iteration 53F: 3 clusters Score -2096536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Entering Unmasked Estep 
Score: -3828324.500000 Penalty: 1725.945923
	Iteration 0F: 2 clusters Score -3828324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3800742.000000 Penalty: 3451.891846
	Iteration 0F: 3 clusters Score -3800742 nChanged 19212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3811746.000000 Penalty: 3451.891846
	Iteration 1F: 3 clusters Score -3811746 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3812585.250000 Penalty: 3451.891846
	Iteration 2Q: 3 clusters Score -3812585 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3813775.000000 Penalty: 3451.891846
	Iteration 3F: 3 clusters Score -3813775 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3815351.500000 Penalty: 3451.891846
	Iteration 4F: 3 clusters Score -3815352 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3817339.500000 Penalty: 3451.891846
	Iteration 5F: 3 clusters Score -3817340 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3819712.500000 Penalty: 3451.891846
	Iteration 6F: 3 clusters Score -3819712 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3822105.750000 Penalty: 3451.891846
	Iteration 7F: 3 clusters Score -3822106 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3823548.250000 Penalty: 3451.891846
	Iteration 8F: 3 clusters Score -3823548 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3824112.250000 Penalty: 3451.891846
	Iteration 9Q: 3 clusters Score -3824112 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3824421.750000 Penalty: 3451.891846
	Iteration 10Q: 3 clusters Score -3824422 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -3824614.500000 Penalty: 3451.891846
	Iteration 11Q: 3 clusters Score -3824614 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3824782.500000 Penalty: 3451.891846
	Iteration 12Q: 3 clusters Score -3824782 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3824922.750000 Penalty: 3451.891846
	Iteration 13Q: 3 clusters Score -3824923 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -3825048.250000 Penalty: 3451.891846
	Iteration 14Q: 3 clusters Score -3825048 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3825142.250000 Penalty: 3451.891846
	Iteration 15Q: 3 clusters Score -3825142 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -3825248.000000 Penalty: 3451.891846
	Iteration 16Q: 3 clusters Score -3825248 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -3825358.000000 Penalty: 3451.891846
	Iteration 17Q: 3 clusters Score -3825358 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -3825445.750000 Penalty: 3451.891846
	Iteration 18Q: 3 clusters Score -3825446 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -3825574.500000 Penalty: 3451.891846
	Iteration 19Q: 3 clusters Score -3825574 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -3825695.750000 Penalty: 3451.891846
	Iteration 20F: 3 clusters Score -3825696 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -3825804.500000 Penalty: 3451.891846
	Iteration 21Q: 3 clusters Score -3825804 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -3825901.750000 Penalty: 3451.891846
	Iteration 22Q: 3 clusters Score -3825902 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -3826002.250000 Penalty: 3451.891846
	Iteration 23Q: 3 clusters Score -3826002 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3826091.750000 Penalty: 3451.891846
	Iteration 24Q: 3 clusters Score -3826092 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -3826197.000000 Penalty: 3451.891846
	Iteration 25Q: 3 clusters Score -3826197 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -3826298.250000 Penalty: 3451.891846
	Iteration 26Q: 3 clusters Score -3826298 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -3826412.500000 Penalty: 3451.891846
	Iteration 27Q: 3 clusters Score -3826412 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -3826511.750000 Penalty: 3451.891846
	Iteration 28Q: 3 clusters Score -3826512 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -3826599.250000 Penalty: 3451.891846
	Iteration 29Q: 3 clusters Score -3826599 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3826678.750000 Penalty: 3451.891846
	Iteration 30Q: 3 clusters Score -3826679 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -3826756.250000 Penalty: 3451.891846
	Iteration 31Q: 3 clusters Score -3826756 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3826836.250000 Penalty: 3451.891846
	Iteration 32Q: 3 clusters Score -3826836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -3826905.250000 Penalty: 3451.891846
	Iteration 33Q: 3 clusters Score -3826905 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -3826994.250000 Penalty: 3451.891846
	Iteration 34Q: 3 clusters Score -3826994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -3827056.250000 Penalty: 3451.891846
	Iteration 35Q: 3 clusters Score -3827056 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -3827095.250000 Penalty: 3451.891846
	Iteration 36Q: 3 clusters Score -3827095 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -3827121.250000 Penalty: 3451.891846
	Iteration 37Q: 3 clusters Score -3827121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -3827159.250000 Penalty: 3451.891846
	Iteration 38Q: 3 clusters Score -3827159 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -3827208.000000 Penalty: 3451.891846
	Iteration 39Q: 3 clusters Score -3827208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -3827229.000000 Penalty: 3451.891846
	Iteration 40F: 3 clusters Score -3827229 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -3827260.000000 Penalty: 3451.891846
	Iteration 41Q: 3 clusters Score -3827260 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -3827299.000000 Penalty: 3451.891846
	Iteration 42Q: 3 clusters Score -3827299 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -3827340.750000 Penalty: 3451.891846
	Iteration 43Q: 3 clusters Score -3827341 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -3827382.250000 Penalty: 3451.891846
	Iteration 44Q: 3 clusters Score -3827382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -3827403.500000 Penalty: 3451.891846
	Iteration 45Q: 3 clusters Score -3827404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -3827420.750000 Penalty: 3451.891846
	Iteration 46Q: 3 clusters Score -3827421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -3827434.250000 Penalty: 3451.891846
	Iteration 47Q: 3 clusters Score -3827434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -3827445.750000 Penalty: 3451.891846
	Iteration 48Q: 3 clusters Score -3827446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -3827457.500000 Penalty: 3451.891846
	Iteration 49Q: 3 clusters Score -3827458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -3827461.000000 Penalty: 3451.891846
	Iteration 50Q: 3 clusters Score -3827461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -3827467.750000 Penalty: 3451.891846
	Iteration 51Q: 3 clusters Score -3827468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -3827479.250000 Penalty: 3451.891846
	Iteration 52Q: 3 clusters Score -3827479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -3827494.500000 Penalty: 3451.891846
	Iteration 53Q: 3 clusters Score -3827494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -3827505.750000 Penalty: 3451.891846
	Iteration 54Q: 3 clusters Score -3827506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -3827508.500000 Penalty: 3451.891846
	Iteration 55Q: 3 clusters Score -3827508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -3827509.750000 Penalty: 3451.891846
	Iteration 56Q: 3 clusters Score -3827510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -3827506.000000 Penalty: 3451.891846
	Iteration 57Q: 3 clusters Score -3827506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -3827509.750000 Penalty: 3451.891846
	Iteration 58Q: 3 clusters Score -3827510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -3827514.000000 Penalty: 3451.891846
	Iteration 59Q: 3 clusters Score -3827514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -3827514.750000 Penalty: 3451.891846
	Iteration 60F: 3 clusters Score -3827515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -3827515.250000 Penalty: 3451.891846
	Iteration 61Q: 3 clusters Score -3827515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -3827520.000000 Penalty: 3451.891846
	Iteration 62Q: 3 clusters Score -3827520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -3827522.000000 Penalty: 3451.891846
	Iteration 63Q: 3 clusters Score -3827522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -3827525.500000 Penalty: 3451.891846
	Iteration 64Q: 3 clusters Score -3827526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -3827522.250000 Penalty: 3451.891846
	Iteration 65Q: 3 clusters Score -3827522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -3827523.250000 Penalty: 3451.891846
	Iteration 66Q: 3 clusters Score -3827523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -3827522.250000 Penalty: 3451.891846
	Iteration 67Q: 3 clusters Score -3827522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -3827522.250000 Penalty: 3451.891846
	Iteration 68Q: 3 clusters Score -3827522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -3827519.750000 Penalty: 3451.891846
	Iteration 69Q: 3 clusters Score -3827520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -3827519.750000 Penalty: 3451.891846
	Iteration 70F: 3 clusters Score -3827520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Entering Unmasked Estep 
Score: -1958775.625000 Penalty: 1616.640503
	Iteration 0F: 2 clusters Score -1958776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1944422.250000 Penalty: 3233.281006
	Iteration 0F: 3 clusters Score -1944422 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1949618.375000 Penalty: 3233.281006
	Iteration 1F: 3 clusters Score -1949618 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1949985.500000 Penalty: 3233.281006
	Iteration 2Q: 3 clusters Score -1949986 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1950345.000000 Penalty: 3233.281006
	Iteration 3Q: 3 clusters Score -1950345 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1950732.500000 Penalty: 3233.281006
	Iteration 4Q: 3 clusters Score -1950732 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1951173.375000 Penalty: 3233.281006
	Iteration 5Q: 3 clusters Score -1951173 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1951698.625000 Penalty: 3233.281006
	Iteration 6Q: 3 clusters Score -1951699 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1952354.625000 Penalty: 3233.281006
	Iteration 7Q: 3 clusters Score -1952355 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1953187.875000 Penalty: 3233.281006
	Iteration 8F: 3 clusters Score -1953188 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1954109.125000 Penalty: 3233.281006
	Iteration 9F: 3 clusters Score -1954109 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1954809.625000 Penalty: 3233.281006
	Iteration 10F: 3 clusters Score -1954810 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1955205.375000 Penalty: 3233.281006
	Iteration 11Q: 3 clusters Score -1955205 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1955399.250000 Penalty: 3233.281006
	Iteration 12Q: 3 clusters Score -1955399 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1955519.750000 Penalty: 3233.281006
	Iteration 13Q: 3 clusters Score -1955520 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1955629.750000 Penalty: 3233.281006
	Iteration 14Q: 3 clusters Score -1955630 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1955725.375000 Penalty: 3233.281006
	Iteration 15Q: 3 clusters Score -1955725 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1955819.625000 Penalty: 3233.281006
	Iteration 16Q: 3 clusters Score -1955820 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1955904.750000 Penalty: 3233.281006
	Iteration 17Q: 3 clusters Score -1955905 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1955978.500000 Penalty: 3233.281006
	Iteration 18Q: 3 clusters Score -1955978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1956027.875000 Penalty: 3233.281006
	Iteration 19Q: 3 clusters Score -1956028 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1956076.500000 Penalty: 3233.281006
	Iteration 20F: 3 clusters Score -1956076 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1956118.250000 Penalty: 3233.281006
	Iteration 21Q: 3 clusters Score -1956118 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1956175.500000 Penalty: 3233.281006
	Iteration 22Q: 3 clusters Score -1956176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1956210.125000 Penalty: 3233.281006
	Iteration 23Q: 3 clusters Score -1956210 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1956253.500000 Penalty: 3233.281006
	Iteration 24Q: 3 clusters Score -1956254 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1956279.500000 Penalty: 3233.281006
	Iteration 25Q: 3 clusters Score -1956280 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1956304.500000 Penalty: 3233.281006
	Iteration 26Q: 3 clusters Score -1956304 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1956351.625000 Penalty: 3233.281006
	Iteration 27Q: 3 clusters Score -1956352 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1956392.375000 Penalty: 3233.281006
	Iteration 28Q: 3 clusters Score -1956392 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1956435.750000 Penalty: 3233.281006
	Iteration 29Q: 3 clusters Score -1956436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1956468.250000 Penalty: 3233.281006
	Iteration 30Q: 3 clusters Score -1956468 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1956495.000000 Penalty: 3233.281006
	Iteration 31Q: 3 clusters Score -1956495 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1956520.375000 Penalty: 3233.281006
	Iteration 32Q: 3 clusters Score -1956520 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1956552.625000 Penalty: 3233.281006
	Iteration 33Q: 3 clusters Score -1956553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1956583.750000 Penalty: 3233.281006
	Iteration 34Q: 3 clusters Score -1956584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1956615.125000 Penalty: 3233.281006
	Iteration 35Q: 3 clusters Score -1956615 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1956630.375000 Penalty: 3233.281006
	Iteration 36Q: 3 clusters Score -1956630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1956647.250000 Penalty: 3233.281006
	Iteration 37Q: 3 clusters Score -1956647 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1956681.875000 Penalty: 3233.281006
	Iteration 38Q: 3 clusters Score -1956682 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1956696.375000 Penalty: 3233.281006
	Iteration 39Q: 3 clusters Score -1956696 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1956717.125000 Penalty: 3233.281006
	Iteration 40F: 3 clusters Score -1956717 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1956739.250000 Penalty: 3233.281006
	Iteration 41Q: 3 clusters Score -1956739 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1956747.625000 Penalty: 3233.281006
	Iteration 42Q: 3 clusters Score -1956748 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1956764.500000 Penalty: 3233.281006
	Iteration 43Q: 3 clusters Score -1956764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1956789.375000 Penalty: 3233.281006
	Iteration 44Q: 3 clusters Score -1956789 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1956807.250000 Penalty: 3233.281006
	Iteration 45Q: 3 clusters Score -1956807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1956820.375000 Penalty: 3233.281006
	Iteration 46Q: 3 clusters Score -1956820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1956837.125000 Penalty: 3233.281006
	Iteration 47Q: 3 clusters Score -1956837 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1956854.375000 Penalty: 3233.281006
	Iteration 48Q: 3 clusters Score -1956854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1956884.625000 Penalty: 3233.281006
	Iteration 49Q: 3 clusters Score -1956885 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1956894.375000 Penalty: 3233.281006
	Iteration 50Q: 3 clusters Score -1956894 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1956924.000000 Penalty: 3233.281006
	Iteration 51Q: 3 clusters Score -1956924 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1956948.500000 Penalty: 3233.281006
	Iteration 52Q: 3 clusters Score -1956948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1956968.125000 Penalty: 3233.281006
	Iteration 53Q: 3 clusters Score -1956968 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1956996.125000 Penalty: 3233.281006
	Iteration 54Q: 3 clusters Score -1956996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1957021.750000 Penalty: 3233.281006
	Iteration 55Q: 3 clusters Score -1957022 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1957052.125000 Penalty: 3233.281006
	Iteration 56Q: 3 clusters Score -1957052 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1957080.375000 Penalty: 3233.281006
	Iteration 57Q: 3 clusters Score -1957080 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1957105.000000 Penalty: 3233.281006
	Iteration 58Q: 3 clusters Score -1957105 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1957135.250000 Penalty: 3233.281006
	Iteration 59Q: 3 clusters Score -1957135 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1957164.500000 Penalty: 3233.281006
	Iteration 60F: 3 clusters Score -1957164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1957203.875000 Penalty: 3233.281006
	Iteration 61Q: 3 clusters Score -1957204 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1957244.750000 Penalty: 3233.281006
	Iteration 62Q: 3 clusters Score -1957245 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1957275.500000 Penalty: 3233.281006
	Iteration 63Q: 3 clusters Score -1957276 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1957304.500000 Penalty: 3233.281006
	Iteration 64Q: 3 clusters Score -1957304 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1957343.125000 Penalty: 3233.281006
	Iteration 65Q: 3 clusters Score -1957343 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1957378.250000 Penalty: 3233.281006
	Iteration 66Q: 3 clusters Score -1957378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1957405.500000 Penalty: 3233.281006
	Iteration 67Q: 3 clusters Score -1957406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1957435.125000 Penalty: 3233.281006
	Iteration 68Q: 3 clusters Score -1957435 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1957467.000000 Penalty: 3233.281006
	Iteration 69Q: 3 clusters Score -1957467 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1957483.875000 Penalty: 3233.281006
	Iteration 70Q: 3 clusters Score -1957484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1957514.250000 Penalty: 3233.281006
	Iteration 71Q: 3 clusters Score -1957514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1957527.750000 Penalty: 3233.281006
	Iteration 72Q: 3 clusters Score -1957528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1957542.625000 Penalty: 3233.281006
	Iteration 73Q: 3 clusters Score -1957543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1957559.750000 Penalty: 3233.281006
	Iteration 74Q: 3 clusters Score -1957560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1957583.875000 Penalty: 3233.281006
	Iteration 75Q: 3 clusters Score -1957584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1957590.625000 Penalty: 3233.281006
	Iteration 76Q: 3 clusters Score -1957591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1957606.125000 Penalty: 3233.281006
	Iteration 77Q: 3 clusters Score -1957606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1957605.000000 Penalty: 3233.281006
	Iteration 78Q: 3 clusters Score -1957605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1957620.000000 Penalty: 3233.281006
	Iteration 79Q: 3 clusters Score -1957620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1957629.500000 Penalty: 3233.281006
	Iteration 80F: 3 clusters Score -1957630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1957646.125000 Penalty: 3233.281006
	Iteration 81Q: 3 clusters Score -1957646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1957655.375000 Penalty: 3233.281006
	Iteration 82Q: 3 clusters Score -1957655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1957664.125000 Penalty: 3233.281006
	Iteration 83Q: 3 clusters Score -1957664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1957678.000000 Penalty: 3233.281006
	Iteration 84Q: 3 clusters Score -1957678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1957680.000000 Penalty: 3233.281006
	Iteration 85Q: 3 clusters Score -1957680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1957682.125000 Penalty: 3233.281006
	Iteration 86Q: 3 clusters Score -1957682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1957688.250000 Penalty: 3233.281006
	Iteration 87Q: 3 clusters Score -1957688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1957691.125000 Penalty: 3233.281006
	Iteration 88Q: 3 clusters Score -1957691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1957699.750000 Penalty: 3233.281006
	Iteration 89Q: 3 clusters Score -1957700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1957702.625000 Penalty: 3233.281006
	Iteration 90Q: 3 clusters Score -1957703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1957704.750000 Penalty: 3233.281006
	Iteration 91Q: 3 clusters Score -1957705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1957706.125000 Penalty: 3233.281006
	Iteration 92Q: 3 clusters Score -1957706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1957715.875000 Penalty: 3233.281006
	Iteration 93Q: 3 clusters Score -1957716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1957717.875000 Penalty: 3233.281006
	Iteration 94Q: 3 clusters Score -1957718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1957719.750000 Penalty: 3233.281006
	Iteration 95Q: 3 clusters Score -1957720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1957720.750000 Penalty: 3233.281006
	Iteration 96Q: 3 clusters Score -1957721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1957729.250000 Penalty: 3233.281006
	Iteration 97Q: 3 clusters Score -1957729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1957733.000000 Penalty: 3233.281006
	Iteration 98Q: 3 clusters Score -1957733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1957733.875000 Penalty: 3233.281006
	Iteration 99Q: 3 clusters Score -1957734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1957737.875000 Penalty: 3233.281006
	Iteration 100F: 3 clusters Score -1957738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1957745.625000 Penalty: 3233.281006
	Iteration 101Q: 3 clusters Score -1957746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1957747.375000 Penalty: 3233.281006
	Iteration 102Q: 3 clusters Score -1957747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1957746.625000 Penalty: 3233.281006
	Iteration 103Q: 3 clusters Score -1957747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1957749.625000 Penalty: 3233.281006
	Iteration 104Q: 3 clusters Score -1957750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1957755.500000 Penalty: 3233.281006
	Iteration 105Q: 3 clusters Score -1957756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1957759.500000 Penalty: 3233.281006
	Iteration 106Q: 3 clusters Score -1957760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1957761.375000 Penalty: 3233.281006
	Iteration 107Q: 3 clusters Score -1957761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1957761.875000 Penalty: 3233.281006
	Iteration 108Q: 3 clusters Score -1957762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1957763.750000 Penalty: 3233.281006
	Iteration 109Q: 3 clusters Score -1957764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1957770.000000 Penalty: 3233.281006
	Iteration 110Q: 3 clusters Score -1957770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1957778.750000 Penalty: 3233.281006
	Iteration 111Q: 3 clusters Score -1957779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1957776.500000 Penalty: 3233.281006
	Iteration 112Q: 3 clusters Score -1957776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1957781.875000 Penalty: 3233.281006
	Iteration 113Q: 3 clusters Score -1957782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1957786.500000 Penalty: 3233.281006
	Iteration 114Q: 3 clusters Score -1957786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1957788.250000 Penalty: 3233.281006
	Iteration 115Q: 3 clusters Score -1957788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1957787.750000 Penalty: 3233.281006
	Iteration 116Q: 3 clusters Score -1957788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1957786.875000 Penalty: 3233.281006
	Iteration 117Q: 3 clusters Score -1957787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1957788.750000 Penalty: 3233.281006
	Iteration 118Q: 3 clusters Score -1957789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1957796.375000 Penalty: 3233.281006
	Iteration 119Q: 3 clusters Score -1957796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1957797.000000 Penalty: 3233.281006
	Iteration 120F: 3 clusters Score -1957797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1957795.125000 Penalty: 3233.281006
	Iteration 121Q: 3 clusters Score -1957795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1957796.375000 Penalty: 3233.281006
	Iteration 122Q: 3 clusters Score -1957796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1957797.625000 Penalty: 3233.281006
	Iteration 123Q: 3 clusters Score -1957798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1957799.875000 Penalty: 3233.281006
	Iteration 124Q: 3 clusters Score -1957800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1957800.625000 Penalty: 3233.281006
	Iteration 125Q: 3 clusters Score -1957801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1957799.250000 Penalty: 3233.281006
	Iteration 126Q: 3 clusters Score -1957799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1957800.250000 Penalty: 3233.281006
	Iteration 127Q: 3 clusters Score -1957800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1957800.250000 Penalty: 3233.281006
	Iteration 128Q: 3 clusters Score -1957800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1957800.250000 Penalty: 3233.281006
	Iteration 129F: 3 clusters Score -1957800 nChanged 0
--- Evaluating fit on full set of 1807784 points ---
Entering Unmasked Estep 
Score: -164281808.000000 Penalty: 30436.082031
21->14 Clusters: Score -164281808.000000, best is -164286240.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 602594 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 28659 members 
Mstep: Class 3 contains 28794 members 
Mstep: Class 4 contains 28784 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 28759 members 
Mstep: Class 7 contains 28757 members 
Mstep: Class 8 contains 28817 members 
Mstep: Class 9 contains 28551 members 
Mstep: Class 10 contains 28549 members 
Mstep: Class 11 contains 28537 members 
Mstep: Class 12 contains 28798 members 
Mstep: Class 13 contains 28691 members 
Mstep: Class 14 contains 28772 members 
Mstep: Class 15 contains 28936 members 
Mstep: Class 16 contains 28538 members 
Mstep: Class 17 contains 28620 members 
Mstep: Class 18 contains 28787 members 
Mstep: Class 19 contains 28610 members 
Mstep: Class 20 contains 28630 members 
Mstep: Class 21 contains 28556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 702.944946 but Gain 2162.714844
Score: -52537544.000000 Penalty: 43254.246094
Iteration 0F: 21 clusters Score -5.253754e+07 nChanged 569350
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 54697 members 
Mstep: Class 3 contains 20392 members 
Mstep: Class 4 contains 34899 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 23467 members 
Mstep: Class 7 contains 21120 members 
Mstep: Class 8 contains 35466 members 
Mstep: Class 9 contains 25670 members 
Mstep: Class 10 contains 35066 members 
Mstep: Class 11 contains 17828 members 
Mstep: Class 12 contains 18977 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 19639 members 
Mstep: Class 15 contains 23613 members 
Mstep: Class 17 contains 22438 members 
Mstep: Class 18 contains 45406 members 
Mstep: Class 19 contains 31930 members 
Mstep: Class 20 contains 19479 members 
Mstep: Class 21 contains 42944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53749360.000000 Penalty: 43254.246094
Iteration 1F: 21 clusters Score -5.374936e+07 nChanged 156829
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 55715 members 
Mstep: Class 3 contains 17466 members 
Mstep: Class 4 contains 35333 members 
Mstep: Class 5 contains 22836 members 
Mstep: Class 6 contains 17441 members 
Mstep: Class 7 contains 21149 members 
Mstep: Class 8 contains 38353 members 
Mstep: Class 9 contains 22697 members 
Mstep: Class 10 contains 36990 members 
Mstep: Class 11 contains 14883 members 
Mstep: Class 12 contains 16813 members 
Mstep: Class 13 contains 42216 members 
Mstep: Class 14 contains 17497 members 
Mstep: Class 15 contains 22606 members 
Mstep: Class 17 contains 16259 members 
Mstep: Class 18 contains 55334 members 
Mstep: Class 19 contains 34643 members 
Mstep: Class 20 contains 20717 members 
Mstep: Class 21 contains 37529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53886452.000000 Penalty: 43254.246094
Iteration 2F: 21 clusters Score -5.388645e+07 nChanged 117469
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 57392 members 
Mstep: Class 3 contains 14572 members 
Mstep: Class 4 contains 36884 members 
Mstep: Class 5 contains 19889 members 
Mstep: Class 6 contains 12116 members 
Mstep: Class 7 contains 24269 members 
Mstep: Class 8 contains 38743 members 
Mstep: Class 9 contains 19969 members 
Mstep: Class 10 contains 37554 members 
Mstep: Class 11 contains 12445 members 
Mstep: Class 12 contains 14219 members 
Mstep: Class 13 contains 43718 members 
Mstep: Class 14 contains 15471 members 
Mstep: Class 15 contains 20555 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 65242 members 
Mstep: Class 19 contains 36115 members 
Mstep: Class 20 contains 22387 members 
Mstep: Class 21 contains 35850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53980180.000000 Penalty: 43254.246094
Iteration 3F: 21 clusters Score -5.398018e+07 nChanged 100092
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 58837 members 
Mstep: Class 3 contains 11748 members 
Mstep: Class 4 contains 38690 members 
Mstep: Class 5 contains 16086 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 28939 members 
Mstep: Class 8 contains 37688 members 
Mstep: Class 9 contains 16691 members 
Mstep: Class 10 contains 36754 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 11415 members 
Mstep: Class 13 contains 43687 members 
Mstep: Class 14 contains 13184 members 
Mstep: Class 15 contains 18137 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 76323 members 
Mstep: Class 19 contains 36631 members 
Mstep: Class 20 contains 24558 members 
Mstep: Class 21 contains 36863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54059248.000000 Penalty: 43254.246094
Iteration 4F: 21 clusters Score -5.405925e+07 nChanged 91253
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 58643 members 
Mstep: Class 3 contains 8984 members 
Mstep: Class 4 contains 40509 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 7 contains 34513 members 
Mstep: Class 8 contains 34967 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 35093 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 8632 members 
Mstep: Class 13 contains 42243 members 
Mstep: Class 14 contains 10743 members 
Mstep: Class 15 contains 15613 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 89687 members 
Mstep: Class 19 contains 36487 members 
Mstep: Class 20 contains 27271 members 
Mstep: Class 21 contains 39509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54134772.000000 Penalty: 43254.246094
Iteration 5F: 21 clusters Score -5.413477e+07 nChanged 86906
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 56235 members 
Mstep: Class 3 contains 6481 members 
Mstep: Class 4 contains 42998 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 40196 members 
Mstep: Class 8 contains 30479 members 
Mstep: Class 9 contains 9573 members 
Mstep: Class 10 contains 32938 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 38451 members 
Mstep: Class 14 contains 8384 members 
Mstep: Class 15 contains 13155 members 
Mstep: Class 17 contains 7376 members 
Mstep: Class 18 contains 105803 members 
Mstep: Class 19 contains 35676 members 
Mstep: Class 20 contains 30667 members 
Mstep: Class 21 contains 43950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54210064.000000 Penalty: 43254.246094
Iteration 6F: 21 clusters Score -5.421006e+07 nChanged 83223
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 52164 members 
Mstep: Class 3 contains 4313 members 
Mstep: Class 4 contains 46289 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 45302 members 
Mstep: Class 8 contains 24757 members 
Mstep: Class 9 contains 6511 members 
Mstep: Class 10 contains 30536 members 
Mstep: Class 11 contains 3439 members 
Mstep: Class 12 contains 3843 members 
Mstep: Class 13 contains 32192 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 17 contains 6158 members 
Mstep: Class 18 contains 124026 members 
Mstep: Class 19 contains 34154 members 
Mstep: Class 20 contains 34468 members 
Mstep: Class 21 contains 49719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2002.149170 but Gain 2162.710938
Score: -54283916.000000 Penalty: 41091.535156
Iteration 7F: 20 clusters Score -5.428392e+07 nChanged 76872
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 47192 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 50175 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 7 contains 49318 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 4199 members 
Mstep: Class 10 contains 28415 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 24647 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 8817 members 
Mstep: Class 17 contains 4935 members 
Mstep: Class 18 contains 143060 members 
Mstep: Class 19 contains 32055 members 
Mstep: Class 20 contains 37822 members 
Mstep: Class 21 contains 56127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1342.894287 but Gain 2162.714844
Score: -54351424.000000 Penalty: 38928.820312
Iteration 8F: 19 clusters Score -5.435142e+07 nChanged 63275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 53749 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 51783 members 
Mstep: Class 8 contains 13298 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 26683 members 
Mstep: Class 13 contains 16937 members 
Mstep: Class 14 contains 2787 members 
Mstep: Class 15 contains 6963 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 160455 members 
Mstep: Class 19 contains 29537 members 
Mstep: Class 20 contains 40382 members 
Mstep: Class 21 contains 61742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 936.536865 but Gain 2162.710938
Score: -54400996.000000 Penalty: 36766.109375
Iteration 9F: 18 clusters Score -5.4401e+07 nChanged 48357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84268 members 
Mstep: Class 2 contains 38425 members 
Mstep: Class 4 contains 56723 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 52983 members 
Mstep: Class 8 contains 9201 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 25470 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 5330 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 174970 members 
Mstep: Class 19 contains 26655 members 
Mstep: Class 20 contains 41908 members 
Mstep: Class 21 contains 66299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 785.416260 but Gain 2162.710938
Score: -54434224.000000 Penalty: 34603.398438
Iteration 10F: 17 clusters Score -5.443422e+07 nChanged 36193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 35671 members 
Mstep: Class 4 contains 58604 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 53255 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 24871 members 
Mstep: Class 13 contains 7095 members 
Mstep: Class 14 contains 1297 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 186849 members 
Mstep: Class 19 contains 23904 members 
Mstep: Class 20 contains 42875 members 
Mstep: Class 21 contains 69555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1235.754028 but Gain 2162.712891
Score: -54456612.000000 Penalty: 32440.685547
Iteration 11F: 16 clusters Score -5.445661e+07 nChanged 28115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 33762 members 
Mstep: Class 4 contains 60004 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 52847 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 9 contains 1024 members 
Mstep: Class 10 contains 24799 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 197410 members 
Mstep: Class 19 contains 21333 members 
Mstep: Class 20 contains 43361 members 
Mstep: Class 21 contains 71619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1209.540527 but Gain 2162.712891
Score: -54473420.000000 Penalty: 30277.972656
Iteration 12Q: 15 clusters Score -5.447342e+07 nChanged 22485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 32487 members 
Mstep: Class 4 contains 60870 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 52074 members 
Mstep: Class 8 contains 3409 members 
Mstep: Class 10 contains 25083 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 206459 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 43541 members 
Mstep: Class 21 contains 72998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54484252.000000 Penalty: 30277.972656
Iteration 13Q: 15 clusters Score -5.448425e+07 nChanged 17666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 31579 members 
Mstep: Class 4 contains 61483 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 51095 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 10 contains 25526 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 213838 members 
Mstep: Class 19 contains 16782 members 
Mstep: Class 20 contains 43506 members 
Mstep: Class 21 contains 73902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1834.972168 but Gain 2162.712891
Score: -54490928.000000 Penalty: 28115.259766
Iteration 14Q: 14 clusters Score -5.449093e+07 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 30857 members 
Mstep: Class 4 contains 61834 members 
Mstep: Class 6 contains 3326 members 
Mstep: Class 7 contains 50120 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 10 contains 26199 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 17 contains 1806 members 
Mstep: Class 18 contains 221017 members 
Mstep: Class 19 contains 14971 members 
Mstep: Class 20 contains 43615 members 
Mstep: Class 21 contains 74658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1664.838257 but Gain 2162.710938
Score: -54498720.000000 Penalty: 25952.548828
Iteration 15Q: 13 clusters Score -5.449872e+07 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 30324 members 
Mstep: Class 4 contains 62035 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 10 contains 27135 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 227380 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 20 contains 43311 members 
Mstep: Class 21 contains 74700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1566.137817 but Gain 2162.712891
Score: -54504260.000000 Penalty: 23789.835938
Iteration 16Q: 12 clusters Score -5.450426e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 29894 members 
Mstep: Class 4 contains 62030 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 47939 members 
Mstep: Class 10 contains 27678 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 233697 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 42938 members 
Mstep: Class 21 contains 74993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54508532.000000 Penalty: 23789.835938
Iteration 17Q: 12 clusters Score -5.450853e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 29476 members 
Mstep: Class 4 contains 61764 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 46596 members 
Mstep: Class 10 contains 28173 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 238959 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 20 contains 42537 members 
Mstep: Class 21 contains 74735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54510788.000000 Penalty: 23789.835938
Iteration 18Q: 12 clusters Score -5.451079e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 29180 members 
Mstep: Class 4 contains 61490 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 10 contains 28695 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 243816 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 42147 members 
Mstep: Class 21 contains 74336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54512532.000000 Penalty: 23789.835938
Iteration 19Q: 12 clusters Score -5.451253e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 4 contains 61217 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 44144 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 248406 members 
Mstep: Class 19 contains 9066 members 
Mstep: Class 20 contains 41728 members 
Mstep: Class 21 contains 73779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54513924.000000 Penalty: 23789.835938
Iteration 20F: 12 clusters Score -5.451392e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 4 contains 60833 members 
Mstep: Class 6 contains 4217 members 
Mstep: Class 7 contains 43016 members 
Mstep: Class 10 contains 29687 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 252934 members 
Mstep: Class 19 contains 8226 members 
Mstep: Class 20 contains 41256 members 
Mstep: Class 21 contains 73084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54515152.000000 Penalty: 23789.835938
Iteration 21Q: 12 clusters Score -5.451515e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 4 contains 60495 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 42006 members 
Mstep: Class 10 contains 30195 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 257138 members 
Mstep: Class 19 contains 7441 members 
Mstep: Class 20 contains 40813 members 
Mstep: Class 21 contains 72191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516416.000000 Penalty: 23789.835938
Iteration 22Q: 12 clusters Score -5.451642e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 28600 members 
Mstep: Class 4 contains 60142 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 41023 members 
Mstep: Class 10 contains 30635 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 261256 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 40420 members 
Mstep: Class 21 contains 71112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54517348.000000 Penalty: 23789.835938
Iteration 23Q: 12 clusters Score -5.451735e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 28557 members 
Mstep: Class 4 contains 59779 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 40096 members 
Mstep: Class 10 contains 31050 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 18 contains 265315 members 
Mstep: Class 19 contains 6165 members 
Mstep: Class 20 contains 40042 members 
Mstep: Class 21 contains 69849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54518256.000000 Penalty: 23789.835938
Iteration 24Q: 12 clusters Score -5.451826e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 28532 members 
Mstep: Class 4 contains 59376 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 39268 members 
Mstep: Class 10 contains 31416 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 269262 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 39665 members 
Mstep: Class 21 contains 68445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519040.000000 Penalty: 23789.835938
Iteration 25Q: 12 clusters Score -5.451904e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 28518 members 
Mstep: Class 4 contains 58985 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 38511 members 
Mstep: Class 10 contains 31787 members 
Mstep: Class 17 contains 1698 members 
Mstep: Class 18 contains 273149 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 39290 members 
Mstep: Class 21 contains 66957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519868.000000 Penalty: 23789.835938
Iteration 26Q: 12 clusters Score -5.451987e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 28490 members 
Mstep: Class 4 contains 58602 members 
Mstep: Class 6 contains 4708 members 
Mstep: Class 7 contains 37779 members 
Mstep: Class 10 contains 32140 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 277117 members 
Mstep: Class 19 contains 4692 members 
Mstep: Class 20 contains 38932 members 
Mstep: Class 21 contains 65314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520536.000000 Penalty: 23789.835938
Iteration 27Q: 12 clusters Score -5.452054e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 28483 members 
Mstep: Class 4 contains 58238 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 37080 members 
Mstep: Class 10 contains 32432 members 
Mstep: Class 17 contains 1799 members 
Mstep: Class 18 contains 281075 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 38585 members 
Mstep: Class 21 contains 63503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521416.000000 Penalty: 23789.835938
Iteration 28Q: 12 clusters Score -5.452142e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 28493 members 
Mstep: Class 4 contains 57879 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 36453 members 
Mstep: Class 10 contains 32704 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 284956 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 38264 members 
Mstep: Class 21 contains 61577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522144.000000 Penalty: 23789.835938
Iteration 29Q: 12 clusters Score -5.452214e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 28516 members 
Mstep: Class 4 contains 57536 members 
Mstep: Class 6 contains 4866 members 
Mstep: Class 7 contains 35785 members 
Mstep: Class 10 contains 32936 members 
Mstep: Class 17 contains 1979 members 
Mstep: Class 18 contains 288844 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 37932 members 
Mstep: Class 21 contains 59623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522856.000000 Penalty: 23789.835938
Iteration 30Q: 12 clusters Score -5.452286e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 28541 members 
Mstep: Class 4 contains 57171 members 
Mstep: Class 6 contains 4895 members 
Mstep: Class 7 contains 35028 members 
Mstep: Class 10 contains 33180 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 292805 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 37609 members 
Mstep: Class 21 contains 57620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523980.000000 Penalty: 23789.835938
Iteration 31Q: 12 clusters Score -5.452398e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 28566 members 
Mstep: Class 4 contains 56828 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 34140 members 
Mstep: Class 10 contains 33406 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 296880 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 37297 members 
Mstep: Class 21 contains 55500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524360.000000 Penalty: 23789.835938
Iteration 32Q: 12 clusters Score -5.452436e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 28628 members 
Mstep: Class 4 contains 56581 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 33074 members 
Mstep: Class 10 contains 33620 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 300912 members 
Mstep: Class 19 contains 2849 members 
Mstep: Class 20 contains 37053 members 
Mstep: Class 21 contains 53433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524344.000000 Penalty: 23789.835938
Iteration 33Q: 12 clusters Score -5.452434e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 28642 members 
Mstep: Class 4 contains 56486 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 31938 members 
Mstep: Class 10 contains 33927 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 304747 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 36884 members 
Mstep: Class 21 contains 51395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523588.000000 Penalty: 23789.835938
Iteration 34Q: 12 clusters Score -5.452359e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 28687 members 
Mstep: Class 4 contains 56524 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 30792 members 
Mstep: Class 10 contains 34312 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 18 contains 308158 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 20 contains 36830 members 
Mstep: Class 21 contains 49420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523060.000000 Penalty: 23789.835938
Iteration 35Q: 12 clusters Score -5.452306e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 4 contains 56696 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 29701 members 
Mstep: Class 10 contains 34786 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 311125 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 36837 members 
Mstep: Class 21 contains 47559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522260.000000 Penalty: 23789.835938
Iteration 36Q: 12 clusters Score -5.452226e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 4 contains 56945 members 
Mstep: Class 6 contains 5019 members 
Mstep: Class 7 contains 28630 members 
Mstep: Class 10 contains 35303 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 313696 members 
Mstep: Class 19 contains 2345 members 
Mstep: Class 20 contains 36874 members 
Mstep: Class 21 contains 45842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521464.000000 Penalty: 23789.835938
Iteration 37Q: 12 clusters Score -5.452146e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 28765 members 
Mstep: Class 4 contains 57270 members 
Mstep: Class 6 contains 5032 members 
Mstep: Class 7 contains 27570 members 
Mstep: Class 10 contains 35894 members 
Mstep: Class 17 contains 2449 members 
Mstep: Class 18 contains 315887 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 36952 members 
Mstep: Class 21 contains 44267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520424.000000 Penalty: 23789.835938
Iteration 38Q: 12 clusters Score -5.452042e+07 nChanged 4857
Entering ConstructFrom: 
Score: -54520424.000000 Penalty: 23789.835938
Entering ConstructFrom: 
Trying to split cluster 1 (45776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Entering Unmasked Estep 
Score: -4272414.500000 Penalty: 1743.871216
	Iteration 0F: 2 clusters Score -4272414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4241860.500000 Penalty: 3487.742432
	Iteration 0F: 3 clusters Score -4241860 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -4254238.000000 Penalty: 3487.742432
	Iteration 1F: 3 clusters Score -4254238 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4255226.500000 Penalty: 3487.742432
	Iteration 2Q: 3 clusters Score -4255226 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -4256667.000000 Penalty: 3487.742432
	Iteration 3F: 3 clusters Score -4256667 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4258577.500000 Penalty: 3487.742432
	Iteration 4F: 3 clusters Score -4258578 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4260979.000000 Penalty: 3487.742432
	Iteration 5F: 3 clusters Score -4260979 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4263697.500000 Penalty: 3487.742432
	Iteration 6F: 3 clusters Score -4263698 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4265999.500000 Penalty: 3487.742432
	Iteration 7F: 3 clusters Score -4266000 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -4267515.500000 Penalty: 3487.742432
	Iteration 8Q: 3 clusters Score -4267516 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4268433.000000 Penalty: 3487.742432
	Iteration 9Q: 3 clusters Score -4268433 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4269005.000000 Penalty: 3487.742432
	Iteration 10Q: 3 clusters Score -4269005 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4269492.500000 Penalty: 3487.742432
	Iteration 11Q: 3 clusters Score -4269492 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -4269898.000000 Penalty: 3487.742432
	Iteration 12Q: 3 clusters Score -4269898 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4270162.500000 Penalty: 3487.742432
	Iteration 13Q: 3 clusters Score -4270162 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4270388.500000 Penalty: 3487.742432
	Iteration 14Q: 3 clusters Score -4270388 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -4270593.000000 Penalty: 3487.742432
	Iteration 15Q: 3 clusters Score -4270593 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4270756.000000 Penalty: 3487.742432
	Iteration 16Q: 3 clusters Score -4270756 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4270885.000000 Penalty: 3487.742432
	Iteration 17Q: 3 clusters Score -4270885 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4270989.500000 Penalty: 3487.742432
	Iteration 18Q: 3 clusters Score -4270990 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4271158.500000 Penalty: 3487.742432
	Iteration 19Q: 3 clusters Score -4271158 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4271268.000000 Penalty: 3487.742432
	Iteration 20F: 3 clusters Score -4271268 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4271358.500000 Penalty: 3487.742432
	Iteration 21Q: 3 clusters Score -4271358 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4271431.000000 Penalty: 3487.742432
	Iteration 22Q: 3 clusters Score -4271431 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4271517.000000 Penalty: 3487.742432
	Iteration 23Q: 3 clusters Score -4271517 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4271598.500000 Penalty: 3487.742432
	Iteration 24Q: 3 clusters Score -4271598 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4271659.000000 Penalty: 3487.742432
	Iteration 25Q: 3 clusters Score -4271659 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4271726.500000 Penalty: 3487.742432
	Iteration 26Q: 3 clusters Score -4271726 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4271775.500000 Penalty: 3487.742432
	Iteration 27Q: 3 clusters Score -4271776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4271808.000000 Penalty: 3487.742432
	Iteration 28Q: 3 clusters Score -4271808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4271826.500000 Penalty: 3487.742432
	Iteration 29Q: 3 clusters Score -4271826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4271859.000000 Penalty: 3487.742432
	Iteration 30Q: 3 clusters Score -4271859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4271867.500000 Penalty: 3487.742432
	Iteration 31Q: 3 clusters Score -4271868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4271878.500000 Penalty: 3487.742432
	Iteration 32Q: 3 clusters Score -4271878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4271890.000000 Penalty: 3487.742432
	Iteration 33Q: 3 clusters Score -4271890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4271905.500000 Penalty: 3487.742432
	Iteration 34Q: 3 clusters Score -4271906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4271904.500000 Penalty: 3487.742432
	Iteration 35Q: 3 clusters Score -4271904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4271904.500000 Penalty: 3487.742432
	Iteration 36Q: 3 clusters Score -4271904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4271907.000000 Penalty: 3487.742432
	Iteration 37Q: 3 clusters Score -4271907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4271912.500000 Penalty: 3487.742432
	Iteration 38Q: 3 clusters Score -4271912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4271915.000000 Penalty: 3487.742432
	Iteration 39Q: 3 clusters Score -4271915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4271916.000000 Penalty: 3487.742432
	Iteration 40F: 3 clusters Score -4271916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4271918.500000 Penalty: 3487.742432
	Iteration 41Q: 3 clusters Score -4271918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4271916.000000 Penalty: 3487.742432
	Iteration 42Q: 3 clusters Score -4271916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4271919.500000 Penalty: 3487.742432
	Iteration 43Q: 3 clusters Score -4271920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4271923.000000 Penalty: 3487.742432
	Iteration 44Q: 3 clusters Score -4271923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4271922.000000 Penalty: 3487.742432
	Iteration 45Q: 3 clusters Score -4271922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4271920.000000 Penalty: 3487.742432
	Iteration 46Q: 3 clusters Score -4271920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4271917.000000 Penalty: 3487.742432
	Iteration 47Q: 3 clusters Score -4271917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4271917.000000 Penalty: 3487.742432
	Iteration 48F: 3 clusters Score -4271917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Entering Unmasked Estep 
Score: -2583536.750000 Penalty: 1668.379272
	Iteration 0F: 2 clusters Score -2583537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2564323.500000 Penalty: 3336.758545
	Iteration 0F: 3 clusters Score -2564324 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2571582.250000 Penalty: 3336.758545
	Iteration 1F: 3 clusters Score -2571582 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2572052.500000 Penalty: 3336.758545
	Iteration 2Q: 3 clusters Score -2572052 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2572646.000000 Penalty: 3336.758545
	Iteration 3Q: 3 clusters Score -2572646 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2573407.500000 Penalty: 3336.758545
	Iteration 4Q: 3 clusters Score -2573408 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2574456.750000 Penalty: 3336.758545
	Iteration 5F: 3 clusters Score -2574457 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2575769.750000 Penalty: 3336.758545
	Iteration 6F: 3 clusters Score -2575770 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2577239.500000 Penalty: 3336.758545
	Iteration 7F: 3 clusters Score -2577240 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2578658.750000 Penalty: 3336.758545
	Iteration 8F: 3 clusters Score -2578659 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -2579875.000000 Penalty: 3336.758545
	Iteration 9Q: 3 clusters Score -2579875 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2580712.250000 Penalty: 3336.758545
	Iteration 10Q: 3 clusters Score -2580712 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -2581184.250000 Penalty: 3336.758545
	Iteration 11Q: 3 clusters Score -2581184 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -2581466.250000 Penalty: 3336.758545
	Iteration 12Q: 3 clusters Score -2581466 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -2581685.000000 Penalty: 3336.758545
	Iteration 13Q: 3 clusters Score -2581685 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -2581816.750000 Penalty: 3336.758545
	Iteration 14Q: 3 clusters Score -2581817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -2581902.250000 Penalty: 3336.758545
	Iteration 15Q: 3 clusters Score -2581902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -2581976.250000 Penalty: 3336.758545
	Iteration 16Q: 3 clusters Score -2581976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -2582024.500000 Penalty: 3336.758545
	Iteration 17Q: 3 clusters Score -2582024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -2582059.500000 Penalty: 3336.758545
	Iteration 18Q: 3 clusters Score -2582060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2582092.500000 Penalty: 3336.758545
	Iteration 19Q: 3 clusters Score -2582092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -2582106.000000 Penalty: 3336.758545
	Iteration 20F: 3 clusters Score -2582106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -2582118.750000 Penalty: 3336.758545
	Iteration 21Q: 3 clusters Score -2582119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -2582128.250000 Penalty: 3336.758545
	Iteration 22Q: 3 clusters Score -2582128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -2582135.750000 Penalty: 3336.758545
	Iteration 23Q: 3 clusters Score -2582136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -2582142.750000 Penalty: 3336.758545
	Iteration 24Q: 3 clusters Score -2582143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -2582143.000000 Penalty: 3336.758545
	Iteration 25Q: 3 clusters Score -2582143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -2582148.500000 Penalty: 3336.758545
	Iteration 26Q: 3 clusters Score -2582148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -2582157.000000 Penalty: 3336.758545
	Iteration 27Q: 3 clusters Score -2582157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -2582162.500000 Penalty: 3336.758545
	Iteration 28Q: 3 clusters Score -2582162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -2582167.000000 Penalty: 3336.758545
	Iteration 29Q: 3 clusters Score -2582167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -2582170.750000 Penalty: 3336.758545
	Iteration 30Q: 3 clusters Score -2582171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -2582173.000000 Penalty: 3336.758545
	Iteration 31Q: 3 clusters Score -2582173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2582173.500000 Penalty: 3336.758545
	Iteration 32Q: 3 clusters Score -2582174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -2582176.250000 Penalty: 3336.758545
	Iteration 33Q: 3 clusters Score -2582176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -2582180.250000 Penalty: 3336.758545
	Iteration 34Q: 3 clusters Score -2582180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -2582180.750000 Penalty: 3336.758545
	Iteration 35Q: 3 clusters Score -2582181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -2582186.250000 Penalty: 3336.758545
	Iteration 36Q: 3 clusters Score -2582186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -2582186.000000 Penalty: 3336.758545
	Iteration 37Q: 3 clusters Score -2582186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -2582186.750000 Penalty: 3336.758545
	Iteration 38Q: 3 clusters Score -2582187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -2582189.500000 Penalty: 3336.758545
	Iteration 39Q: 3 clusters Score -2582190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -2582188.750000 Penalty: 3336.758545
	Iteration 40F: 3 clusters Score -2582189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -2582191.250000 Penalty: 3336.758545
	Iteration 41Q: 3 clusters Score -2582191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -2582191.250000 Penalty: 3336.758545
	Iteration 42F: 3 clusters Score -2582191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Entering Unmasked Estep 
Score: -5397227.500000 Penalty: 1781.331787
	Iteration 0F: 2 clusters Score -5397228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5358789.500000 Penalty: 3562.663574
	Iteration 0F: 3 clusters Score -5358790 nChanged 27110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -5373830.000000 Penalty: 3562.663574
	Iteration 1F: 3 clusters Score -5373830 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -5374318.500000 Penalty: 3562.663574
	Iteration 2Q: 3 clusters Score -5374318 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5374879.000000 Penalty: 3562.663574
	Iteration 3Q: 3 clusters Score -5374879 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5375518.000000 Penalty: 3562.663574
	Iteration 4Q: 3 clusters Score -5375518 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -5376323.000000 Penalty: 3562.663574
	Iteration 5Q: 3 clusters Score -5376323 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -5377333.000000 Penalty: 3562.663574
	Iteration 6Q: 3 clusters Score -5377333 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -5378522.500000 Penalty: 3562.663574
	Iteration 7Q: 3 clusters Score -5378522 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5379815.500000 Penalty: 3562.663574
	Iteration 8Q: 3 clusters Score -5379816 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -5381384.500000 Penalty: 3562.663574
	Iteration 9Q: 3 clusters Score -5381384 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -5383367.500000 Penalty: 3562.663574
	Iteration 10F: 3 clusters Score -5383368 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -5385434.500000 Penalty: 3562.663574
	Iteration 11F: 3 clusters Score -5385434 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5387174.000000 Penalty: 3562.663574
	Iteration 12F: 3 clusters Score -5387174 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -5388092.000000 Penalty: 3562.663574
	Iteration 13Q: 3 clusters Score -5388092 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -5388500.000000 Penalty: 3562.663574
	Iteration 14Q: 3 clusters Score -5388500 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -5388682.500000 Penalty: 3562.663574
	Iteration 15Q: 3 clusters Score -5388682 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -5388799.000000 Penalty: 3562.663574
	Iteration 16Q: 3 clusters Score -5388799 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5388903.000000 Penalty: 3562.663574
	Iteration 17Q: 3 clusters Score -5388903 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5389003.500000 Penalty: 3562.663574
	Iteration 18Q: 3 clusters Score -5389004 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -5389093.000000 Penalty: 3562.663574
	Iteration 19Q: 3 clusters Score -5389093 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -5389161.000000 Penalty: 3562.663574
	Iteration 20F: 3 clusters Score -5389161 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -5389223.000000 Penalty: 3562.663574
	Iteration 21Q: 3 clusters Score -5389223 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5389319.000000 Penalty: 3562.663574
	Iteration 22Q: 3 clusters Score -5389319 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -5389384.500000 Penalty: 3562.663574
	Iteration 23Q: 3 clusters Score -5389384 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -5389459.500000 Penalty: 3562.663574
	Iteration 24Q: 3 clusters Score -5389460 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5389482.500000 Penalty: 3562.663574
	Iteration 25Q: 3 clusters Score -5389482 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -5389549.500000 Penalty: 3562.663574
	Iteration 26Q: 3 clusters Score -5389550 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -5389606.000000 Penalty: 3562.663574
	Iteration 27Q: 3 clusters Score -5389606 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -5389665.500000 Penalty: 3562.663574
	Iteration 28Q: 3 clusters Score -5389666 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -5389731.000000 Penalty: 3562.663574
	Iteration 29Q: 3 clusters Score -5389731 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -5389784.000000 Penalty: 3562.663574
	Iteration 30Q: 3 clusters Score -5389784 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5389832.500000 Penalty: 3562.663574
	Iteration 31Q: 3 clusters Score -5389832 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5389915.500000 Penalty: 3562.663574
	Iteration 32Q: 3 clusters Score -5389916 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5389974.500000 Penalty: 3562.663574
	Iteration 33Q: 3 clusters Score -5389974 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5390049.500000 Penalty: 3562.663574
	Iteration 34Q: 3 clusters Score -5390050 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -5390111.000000 Penalty: 3562.663574
	Iteration 35Q: 3 clusters Score -5390111 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5390132.000000 Penalty: 3562.663574
	Iteration 36Q: 3 clusters Score -5390132 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5390124.500000 Penalty: 3562.663574
	Iteration 37Q: 3 clusters Score -5390124 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5390173.000000 Penalty: 3562.663574
	Iteration 38Q: 3 clusters Score -5390173 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5390182.500000 Penalty: 3562.663574
	Iteration 39Q: 3 clusters Score -5390182 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -5390217.500000 Penalty: 3562.663574
	Iteration 40F: 3 clusters Score -5390218 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5390250.000000 Penalty: 3562.663574
	Iteration 41Q: 3 clusters Score -5390250 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5390272.000000 Penalty: 3562.663574
	Iteration 42Q: 3 clusters Score -5390272 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5390270.500000 Penalty: 3562.663574
	Iteration 43Q: 3 clusters Score -5390270 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5390295.000000 Penalty: 3562.663574
	Iteration 44Q: 3 clusters Score -5390295 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -5390326.000000 Penalty: 3562.663574
	Iteration 45Q: 3 clusters Score -5390326 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5390373.000000 Penalty: 3562.663574
	Iteration 46Q: 3 clusters Score -5390373 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5390393.500000 Penalty: 3562.663574
	Iteration 47Q: 3 clusters Score -5390394 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5390442.500000 Penalty: 3562.663574
	Iteration 48Q: 3 clusters Score -5390442 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -5390476.500000 Penalty: 3562.663574
	Iteration 49Q: 3 clusters Score -5390476 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5390475.000000 Penalty: 3562.663574
	Iteration 50Q: 3 clusters Score -5390475 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -5390519.500000 Penalty: 3562.663574
	Iteration 51Q: 3 clusters Score -5390520 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5390535.000000 Penalty: 3562.663574
	Iteration 52Q: 3 clusters Score -5390535 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5390553.500000 Penalty: 3562.663574
	Iteration 53Q: 3 clusters Score -5390554 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5390586.500000 Penalty: 3562.663574
	Iteration 54Q: 3 clusters Score -5390586 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5390593.500000 Penalty: 3562.663574
	Iteration 55Q: 3 clusters Score -5390594 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5390643.500000 Penalty: 3562.663574
	Iteration 56Q: 3 clusters Score -5390644 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5390687.500000 Penalty: 3562.663574
	Iteration 57Q: 3 clusters Score -5390688 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -5390760.500000 Penalty: 3562.663574
	Iteration 58Q: 3 clusters Score -5390760 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -5390796.500000 Penalty: 3562.663574
	Iteration 59Q: 3 clusters Score -5390796 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -5390837.500000 Penalty: 3562.663574
	Iteration 60F: 3 clusters Score -5390838 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5390930.500000 Penalty: 3562.663574
	Iteration 61Q: 3 clusters Score -5390930 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -5390976.000000 Penalty: 3562.663574
	Iteration 62Q: 3 clusters Score -5390976 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -5391047.000000 Penalty: 3562.663574
	Iteration 63Q: 3 clusters Score -5391047 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -5391126.000000 Penalty: 3562.663574
	Iteration 64Q: 3 clusters Score -5391126 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -5391214.500000 Penalty: 3562.663574
	Iteration 65Q: 3 clusters Score -5391214 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -5391315.000000 Penalty: 3562.663574
	Iteration 66Q: 3 clusters Score -5391315 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -5391430.500000 Penalty: 3562.663574
	Iteration 67Q: 3 clusters Score -5391430 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -5391549.000000 Penalty: 3562.663574
	Iteration 68Q: 3 clusters Score -5391549 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5391703.000000 Penalty: 3562.663574
	Iteration 69Q: 3 clusters Score -5391703 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -5391851.500000 Penalty: 3562.663574
	Iteration 70Q: 3 clusters Score -5391852 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -5392028.000000 Penalty: 3562.663574
	Iteration 71Q: 3 clusters Score -5392028 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -5392187.500000 Penalty: 3562.663574
	Iteration 72Q: 3 clusters Score -5392188 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -5392356.500000 Penalty: 3562.663574
	Iteration 73Q: 3 clusters Score -5392356 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -5392612.000000 Penalty: 3562.663574
	Iteration 74Q: 3 clusters Score -5392612 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -5392882.000000 Penalty: 3562.663574
	Iteration 75Q: 3 clusters Score -5392882 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -5393167.500000 Penalty: 3562.663574
	Iteration 76Q: 3 clusters Score -5393168 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -5393511.000000 Penalty: 3562.663574
	Iteration 77Q: 3 clusters Score -5393511 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -5393813.500000 Penalty: 3562.663574
	Iteration 78Q: 3 clusters Score -5393814 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -5394122.000000 Penalty: 3562.663574
	Iteration 79Q: 3 clusters Score -5394122 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -5394394.500000 Penalty: 3562.663574
	Iteration 80F: 3 clusters Score -5394394 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -5394654.000000 Penalty: 3562.663574
	Iteration 81Q: 3 clusters Score -5394654 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -5394868.500000 Penalty: 3562.663574
	Iteration 82Q: 3 clusters Score -5394868 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -5395039.500000 Penalty: 3562.663574
	Iteration 83Q: 3 clusters Score -5395040 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -5395187.500000 Penalty: 3562.663574
	Iteration 84Q: 3 clusters Score -5395188 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -5395302.500000 Penalty: 3562.663574
	Iteration 85Q: 3 clusters Score -5395302 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -5395393.000000 Penalty: 3562.663574
	Iteration 86Q: 3 clusters Score -5395393 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -5395470.500000 Penalty: 3562.663574
	Iteration 87Q: 3 clusters Score -5395470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -5395536.000000 Penalty: 3562.663574
	Iteration 88Q: 3 clusters Score -5395536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -5395603.000000 Penalty: 3562.663574
	Iteration 89Q: 3 clusters Score -5395603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -5395630.000000 Penalty: 3562.663574
	Iteration 90Q: 3 clusters Score -5395630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -5395649.500000 Penalty: 3562.663574
	Iteration 91Q: 3 clusters Score -5395650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -5395675.500000 Penalty: 3562.663574
	Iteration 92Q: 3 clusters Score -5395676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -5395694.000000 Penalty: 3562.663574
	Iteration 93Q: 3 clusters Score -5395694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -5395717.000000 Penalty: 3562.663574
	Iteration 94Q: 3 clusters Score -5395717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -5395740.000000 Penalty: 3562.663574
	Iteration 95Q: 3 clusters Score -5395740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -5395754.000000 Penalty: 3562.663574
	Iteration 96Q: 3 clusters Score -5395754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -5395761.000000 Penalty: 3562.663574
	Iteration 97Q: 3 clusters Score -5395761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -5395764.000000 Penalty: 3562.663574
	Iteration 98Q: 3 clusters Score -5395764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -5395768.500000 Penalty: 3562.663574
	Iteration 99Q: 3 clusters Score -5395768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -5395771.000000 Penalty: 3562.663574
	Iteration 100F: 3 clusters Score -5395771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -5395774.500000 Penalty: 3562.663574
	Iteration 101Q: 3 clusters Score -5395774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -5395781.500000 Penalty: 3562.663574
	Iteration 102Q: 3 clusters Score -5395782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -5395786.500000 Penalty: 3562.663574
	Iteration 103Q: 3 clusters Score -5395786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -5395787.000000 Penalty: 3562.663574
	Iteration 104Q: 3 clusters Score -5395787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -5395790.500000 Penalty: 3562.663574
	Iteration 105Q: 3 clusters Score -5395790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -5395791.000000 Penalty: 3562.663574
	Iteration 106Q: 3 clusters Score -5395791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -5395792.500000 Penalty: 3562.663574
	Iteration 107Q: 3 clusters Score -5395792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -5395796.000000 Penalty: 3562.663574
	Iteration 108Q: 3 clusters Score -5395796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -5395796.000000 Penalty: 3562.663574
	Iteration 109Q: 3 clusters Score -5395796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -5395804.000000 Penalty: 3562.663574
	Iteration 110Q: 3 clusters Score -5395804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -5395807.500000 Penalty: 3562.663574
	Iteration 111Q: 3 clusters Score -5395808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -5395815.000000 Penalty: 3562.663574
	Iteration 112Q: 3 clusters Score -5395815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -5395819.500000 Penalty: 3562.663574
	Iteration 113Q: 3 clusters Score -5395820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -5395827.000000 Penalty: 3562.663574
	Iteration 114Q: 3 clusters Score -5395827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -5395825.500000 Penalty: 3562.663574
	Iteration 115Q: 3 clusters Score -5395826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -5395827.000000 Penalty: 3562.663574
	Iteration 116Q: 3 clusters Score -5395827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -5395829.000000 Penalty: 3562.663574
	Iteration 117Q: 3 clusters Score -5395829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -5395829.500000 Penalty: 3562.663574
	Iteration 118Q: 3 clusters Score -5395830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -5395827.500000 Penalty: 3562.663574
	Iteration 119Q: 3 clusters Score -5395828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -5395832.000000 Penalty: 3562.663574
	Iteration 120F: 3 clusters Score -5395832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -5395830.500000 Penalty: 3562.663574
	Iteration 121Q: 3 clusters Score -5395830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -5395839.000000 Penalty: 3562.663574
	Iteration 122Q: 3 clusters Score -5395839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -5395834.500000 Penalty: 3562.663574
	Iteration 123Q: 3 clusters Score -5395834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -5395842.500000 Penalty: 3562.663574
	Iteration 124Q: 3 clusters Score -5395842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -5395842.000000 Penalty: 3562.663574
	Iteration 125Q: 3 clusters Score -5395842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -5395842.500000 Penalty: 3562.663574
	Iteration 126Q: 3 clusters Score -5395842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -5395849.000000 Penalty: 3562.663574
	Iteration 127Q: 3 clusters Score -5395849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5395845.500000 Penalty: 3562.663574
	Iteration 128Q: 3 clusters Score -5395846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5395845.500000 Penalty: 3562.663574
	Iteration 129F: 3 clusters Score -5395846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -427465.218750 Penalty: 1385.467529
	Iteration 0F: 2 clusters Score -427465.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -423533.218750 Penalty: 2770.935059
	Iteration 0F: 3 clusters Score -423533.2 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -424946.187500 Penalty: 2770.935059
	Iteration 1F: 3 clusters Score -424946.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -425804.000000 Penalty: 2770.935059
	Iteration 2F: 3 clusters Score -425804 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -426862.125000 Penalty: 2770.935059
	Iteration 3F: 3 clusters Score -426862.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -427471.187500 Penalty: 2770.935059
	Iteration 4F: 3 clusters Score -427471.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -427706.437500 Penalty: 2770.935059
	Iteration 5F: 3 clusters Score -427706.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -427801.218750 Penalty: 2770.935059
	Iteration 6Q: 3 clusters Score -427801.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -427840.625000 Penalty: 2770.935059
	Iteration 7Q: 3 clusters Score -427840.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -427854.250000 Penalty: 2770.935059
	Iteration 8Q: 3 clusters Score -427854.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -427860.625000 Penalty: 2770.935059
	Iteration 9Q: 3 clusters Score -427860.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -427865.218750 Penalty: 2770.935059
	Iteration 10Q: 3 clusters Score -427865.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -427867.781250 Penalty: 2770.935059
	Iteration 11Q: 3 clusters Score -427867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -427868.750000 Penalty: 2770.935059
	Iteration 12Q: 3 clusters Score -427868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -427868.750000 Penalty: 2770.935059
	Iteration 13F: 3 clusters Score -427868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 28766 members 
Mstep: Class 3 contains 3816 members 
Mstep: Class 4 contains 57644 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 26585 members 
Mstep: Class 10 contains 36506 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 317638 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 37061 members 
Mstep: Class 21 contains 42861 members 
Entering Unmasked Estep 
Score: -54519100.000000 Penalty: 25952.548828
Splitting cluster 6 changes total score from -54520424.000000 to -54519100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (26585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Entering Unmasked Estep 
Score: -2499651.000000 Penalty: 1655.566650
	Iteration 0F: 2 clusters Score -2499651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2481554.250000 Penalty: 3311.133301
	Iteration 0F: 3 clusters Score -2481554 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2488636.500000 Penalty: 3311.133301
	Iteration 1F: 3 clusters Score -2488636 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2489348.250000 Penalty: 3311.133301
	Iteration 2F: 3 clusters Score -2489348 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2490430.250000 Penalty: 3311.133301
	Iteration 3F: 3 clusters Score -2490430 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2492005.750000 Penalty: 3311.133301
	Iteration 4F: 3 clusters Score -2492006 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2493862.250000 Penalty: 3311.133301
	Iteration 5F: 3 clusters Score -2493862 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2495525.500000 Penalty: 3311.133301
	Iteration 6F: 3 clusters Score -2495526 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2496706.750000 Penalty: 3311.133301
	Iteration 7F: 3 clusters Score -2496707 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2497400.750000 Penalty: 3311.133301
	Iteration 8Q: 3 clusters Score -2497401 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2497833.250000 Penalty: 3311.133301
	Iteration 9Q: 3 clusters Score -2497833 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2498065.000000 Penalty: 3311.133301
	Iteration 10Q: 3 clusters Score -2498065 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2498220.750000 Penalty: 3311.133301
	Iteration 11Q: 3 clusters Score -2498221 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2498338.000000 Penalty: 3311.133301
	Iteration 12Q: 3 clusters Score -2498338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2498424.750000 Penalty: 3311.133301
	Iteration 13Q: 3 clusters Score -2498425 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2498497.750000 Penalty: 3311.133301
	Iteration 14Q: 3 clusters Score -2498498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2498535.750000 Penalty: 3311.133301
	Iteration 15Q: 3 clusters Score -2498536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2498560.000000 Penalty: 3311.133301
	Iteration 16Q: 3 clusters Score -2498560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2498577.250000 Penalty: 3311.133301
	Iteration 17Q: 3 clusters Score -2498577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2498597.500000 Penalty: 3311.133301
	Iteration 18Q: 3 clusters Score -2498598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2498615.500000 Penalty: 3311.133301
	Iteration 19Q: 3 clusters Score -2498616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2498630.000000 Penalty: 3311.133301
	Iteration 20F: 3 clusters Score -2498630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2498654.000000 Penalty: 3311.133301
	Iteration 21Q: 3 clusters Score -2498654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2498674.500000 Penalty: 3311.133301
	Iteration 22Q: 3 clusters Score -2498674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2498676.750000 Penalty: 3311.133301
	Iteration 23Q: 3 clusters Score -2498677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2498687.250000 Penalty: 3311.133301
	Iteration 24Q: 3 clusters Score -2498687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2498696.000000 Penalty: 3311.133301
	Iteration 25Q: 3 clusters Score -2498696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2498714.750000 Penalty: 3311.133301
	Iteration 26Q: 3 clusters Score -2498715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2498721.500000 Penalty: 3311.133301
	Iteration 27Q: 3 clusters Score -2498722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2498733.750000 Penalty: 3311.133301
	Iteration 28Q: 3 clusters Score -2498734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2498745.250000 Penalty: 3311.133301
	Iteration 29Q: 3 clusters Score -2498745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2498752.000000 Penalty: 3311.133301
	Iteration 30Q: 3 clusters Score -2498752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2498755.500000 Penalty: 3311.133301
	Iteration 31Q: 3 clusters Score -2498756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2498755.750000 Penalty: 3311.133301
	Iteration 32Q: 3 clusters Score -2498756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2498763.000000 Penalty: 3311.133301
	Iteration 33Q: 3 clusters Score -2498763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2498770.500000 Penalty: 3311.133301
	Iteration 34Q: 3 clusters Score -2498770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2498778.500000 Penalty: 3311.133301
	Iteration 35Q: 3 clusters Score -2498778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2498784.500000 Penalty: 3311.133301
	Iteration 36Q: 3 clusters Score -2498784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2498790.500000 Penalty: 3311.133301
	Iteration 37Q: 3 clusters Score -2498790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2498793.750000 Penalty: 3311.133301
	Iteration 38Q: 3 clusters Score -2498794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2498796.000000 Penalty: 3311.133301
	Iteration 39Q: 3 clusters Score -2498796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2498797.000000 Penalty: 3311.133301
	Iteration 40F: 3 clusters Score -2498797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2498801.750000 Penalty: 3311.133301
	Iteration 41Q: 3 clusters Score -2498802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2498800.250000 Penalty: 3311.133301
	Iteration 42Q: 3 clusters Score -2498800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2498802.250000 Penalty: 3311.133301
	Iteration 43Q: 3 clusters Score -2498802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2498802.000000 Penalty: 3311.133301
	Iteration 44Q: 3 clusters Score -2498802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2498804.000000 Penalty: 3311.133301
	Iteration 45Q: 3 clusters Score -2498804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2498803.750000 Penalty: 3311.133301
	Iteration 46Q: 3 clusters Score -2498804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2498804.000000 Penalty: 3311.133301
	Iteration 47Q: 3 clusters Score -2498804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2498804.000000 Penalty: 3311.133301
	Iteration 48F: 3 clusters Score -2498804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Entering Unmasked Estep 
Score: -3416685.250000 Penalty: 1707.100220
	Iteration 0F: 2 clusters Score -3416685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3392156.500000 Penalty: 3414.200439
	Iteration 0F: 3 clusters Score -3392156 nChanged 16847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3401717.750000 Penalty: 3414.200439
	Iteration 1F: 3 clusters Score -3401718 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3402225.000000 Penalty: 3414.200439
	Iteration 2Q: 3 clusters Score -3402225 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3402885.750000 Penalty: 3414.200439
	Iteration 3Q: 3 clusters Score -3402886 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3403838.000000 Penalty: 3414.200439
	Iteration 4F: 3 clusters Score -3403838 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3405258.750000 Penalty: 3414.200439
	Iteration 5F: 3 clusters Score -3405259 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3407199.500000 Penalty: 3414.200439
	Iteration 6F: 3 clusters Score -3407200 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3409527.000000 Penalty: 3414.200439
	Iteration 7F: 3 clusters Score -3409527 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3411834.000000 Penalty: 3414.200439
	Iteration 8F: 3 clusters Score -3411834 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -3413565.000000 Penalty: 3414.200439
	Iteration 9Q: 3 clusters Score -3413565 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -3414509.250000 Penalty: 3414.200439
	Iteration 10Q: 3 clusters Score -3414509 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -3414870.750000 Penalty: 3414.200439
	Iteration 11Q: 3 clusters Score -3414871 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -3415039.500000 Penalty: 3414.200439
	Iteration 12Q: 3 clusters Score -3415040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -3415130.500000 Penalty: 3414.200439
	Iteration 13Q: 3 clusters Score -3415130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -3415169.000000 Penalty: 3414.200439
	Iteration 14Q: 3 clusters Score -3415169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -3415181.500000 Penalty: 3414.200439
	Iteration 15Q: 3 clusters Score -3415182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -3415183.750000 Penalty: 3414.200439
	Iteration 16Q: 3 clusters Score -3415184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3415187.500000 Penalty: 3414.200439
	Iteration 17Q: 3 clusters Score -3415188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -3415195.250000 Penalty: 3414.200439
	Iteration 18Q: 3 clusters Score -3415195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -3415197.500000 Penalty: 3414.200439
	Iteration 19Q: 3 clusters Score -3415198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -3415197.500000 Penalty: 3414.200439
	Iteration 20F: 3 clusters Score -3415198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -243102.421875 Penalty: 1270.429565
	Iteration 0F: 2 clusters Score -243102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -240707.875000 Penalty: 2540.859131
	Iteration 0F: 3 clusters Score -240707.9 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -241221.156250 Penalty: 2540.859131
	Iteration 1F: 3 clusters Score -241221.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241342.984375 Penalty: 2540.859131
	Iteration 2F: 3 clusters Score -241343 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -241400.953125 Penalty: 2540.859131
	Iteration 3Q: 3 clusters Score -241401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241431.703125 Penalty: 2540.859131
	Iteration 4Q: 3 clusters Score -241431.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241451.328125 Penalty: 2540.859131
	Iteration 5Q: 3 clusters Score -241451.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241470.484375 Penalty: 2540.859131
	Iteration 6Q: 3 clusters Score -241470.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -241488.390625 Penalty: 2540.859131
	Iteration 7Q: 3 clusters Score -241488.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -241500.687500 Penalty: 2540.859131
	Iteration 8Q: 3 clusters Score -241500.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -241513.859375 Penalty: 2540.859131
	Iteration 9Q: 3 clusters Score -241513.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -241524.406250 Penalty: 2540.859131
	Iteration 10Q: 3 clusters Score -241524.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -241533.390625 Penalty: 2540.859131
	Iteration 11Q: 3 clusters Score -241533.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241541.296875 Penalty: 2540.859131
	Iteration 12Q: 3 clusters Score -241541.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241543.625000 Penalty: 2540.859131
	Iteration 13Q: 3 clusters Score -241543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -241545.500000 Penalty: 2540.859131
	Iteration 14Q: 3 clusters Score -241545.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -241547.750000 Penalty: 2540.859131
	Iteration 15Q: 3 clusters Score -241547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -241549.343750 Penalty: 2540.859131
	Iteration 16Q: 3 clusters Score -241549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -241550.859375 Penalty: 2540.859131
	Iteration 17Q: 3 clusters Score -241550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -241553.687500 Penalty: 2540.859131
	Iteration 18Q: 3 clusters Score -241553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -241555.750000 Penalty: 2540.859131
	Iteration 19Q: 3 clusters Score -241555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -241557.531250 Penalty: 2540.859131
	Iteration 20F: 3 clusters Score -241557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -241559.593750 Penalty: 2540.859131
	Iteration 21Q: 3 clusters Score -241559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -241560.562500 Penalty: 2540.859131
	Iteration 22Q: 3 clusters Score -241560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -241561.656250 Penalty: 2540.859131
	Iteration 23Q: 3 clusters Score -241561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -241563.250000 Penalty: 2540.859131
	Iteration 24Q: 3 clusters Score -241563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -241564.203125 Penalty: 2540.859131
	Iteration 25Q: 3 clusters Score -241564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -241566.187500 Penalty: 2540.859131
	Iteration 26Q: 3 clusters Score -241566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241567.953125 Penalty: 2540.859131
	Iteration 27Q: 3 clusters Score -241568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -241569.812500 Penalty: 2540.859131
	Iteration 28Q: 3 clusters Score -241569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -241571.078125 Penalty: 2540.859131
	Iteration 29Q: 3 clusters Score -241571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -241571.078125 Penalty: 2540.859131
	Iteration 30F: 3 clusters Score -241571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317638 members 
Entering Unmasked Estep 
Score: -29024908.000000 Penalty: 2058.658447
	Iteration 0F: 2 clusters Score -2.902491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 158328 members 
Entering Unmasked Estep 
Score: -28817814.000000 Penalty: 4117.316895
	Iteration 0F: 3 clusters Score -2.881781e+07 nChanged 155093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171299 members 
Mstep: Class 2 contains 146339 members 
Entering Unmasked Estep 
Score: -28912390.000000 Penalty: 4117.316895
	Iteration 1F: 3 clusters Score -2.891239e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 138943 members 
Entering Unmasked Estep 
Score: -28916712.000000 Penalty: 4117.316895
	Iteration 2Q: 3 clusters Score -2.891671e+07 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189765 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -28924622.000000 Penalty: 4117.316895
	Iteration 3Q: 3 clusters Score -2.892462e+07 nChanged 19093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204856 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -28937454.000000 Penalty: 4117.316895
	Iteration 4F: 3 clusters Score -2.893745e+07 nChanged 23032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223356 members 
Mstep: Class 2 contains 94282 members 
Entering Unmasked Estep 
Score: -28956156.000000 Penalty: 4117.316895
	Iteration 5F: 3 clusters Score -2.895616e+07 nChanged 24076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242274 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -28977604.000000 Penalty: 4117.316895
	Iteration 6F: 3 clusters Score -2.89776e+07 nChanged 20223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257241 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -28996712.000000 Penalty: 4117.316895
	Iteration 7F: 3 clusters Score -2.899671e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266628 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -29009984.000000 Penalty: 4117.316895
	Iteration 8Q: 3 clusters Score -2.900998e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271544 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -29018652.000000 Penalty: 4117.316895
	Iteration 9Q: 3 clusters Score -2.901865e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274407 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -29023710.000000 Penalty: 4117.316895
	Iteration 10Q: 3 clusters Score -2.902371e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276134 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -29026220.000000 Penalty: 4117.316895
	Iteration 11Q: 3 clusters Score -2.902622e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277278 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -29027592.000000 Penalty: 4117.316895
	Iteration 12Q: 3 clusters Score -2.902759e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278173 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -29028458.000000 Penalty: 4117.316895
	Iteration 13Q: 3 clusters Score -2.902846e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278912 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -29028996.000000 Penalty: 4117.316895
	Iteration 14Q: 3 clusters Score -2.9029e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279541 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -29029360.000000 Penalty: 4117.316895
	Iteration 15Q: 3 clusters Score -2.902936e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280055 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -29029506.000000 Penalty: 4117.316895
	Iteration 16Q: 3 clusters Score -2.902951e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280574 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -29029602.000000 Penalty: 4117.316895
	Iteration 17Q: 3 clusters Score -2.90296e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281057 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -29029780.000000 Penalty: 4117.316895
	Iteration 18Q: 3 clusters Score -2.902978e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281510 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -29029842.000000 Penalty: 4117.316895
	Iteration 19Q: 3 clusters Score -2.902984e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281943 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -29029876.000000 Penalty: 4117.316895
	Iteration 20F: 3 clusters Score -2.902988e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282361 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -29029956.000000 Penalty: 4117.316895
	Iteration 21Q: 3 clusters Score -2.902996e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282774 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -29030054.000000 Penalty: 4117.316895
	Iteration 22Q: 3 clusters Score -2.903005e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283159 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -29030126.000000 Penalty: 4117.316895
	Iteration 23Q: 3 clusters Score -2.903013e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283528 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -29030128.000000 Penalty: 4117.316895
	Iteration 24Q: 3 clusters Score -2.903013e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283850 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -29030162.000000 Penalty: 4117.316895
	Iteration 25Q: 3 clusters Score -2.903016e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284120 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -29030242.000000 Penalty: 4117.316895
	Iteration 26Q: 3 clusters Score -2.903024e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284365 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -29030284.000000 Penalty: 4117.316895
	Iteration 27Q: 3 clusters Score -2.903028e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284604 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -29030282.000000 Penalty: 4117.316895
	Iteration 28Q: 3 clusters Score -2.903028e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284822 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -29030298.000000 Penalty: 4117.316895
	Iteration 29Q: 3 clusters Score -2.90303e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285041 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -29030342.000000 Penalty: 4117.316895
	Iteration 30Q: 3 clusters Score -2.903034e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285240 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -29030334.000000 Penalty: 4117.316895
	Iteration 31Q: 3 clusters Score -2.903033e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285433 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -29030408.000000 Penalty: 4117.316895
	Iteration 32Q: 3 clusters Score -2.903041e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285616 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -29030416.000000 Penalty: 4117.316895
	Iteration 33Q: 3 clusters Score -2.903042e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285794 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -29030430.000000 Penalty: 4117.316895
	Iteration 34Q: 3 clusters Score -2.903043e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285969 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -29030424.000000 Penalty: 4117.316895
	Iteration 35Q: 3 clusters Score -2.903042e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286166 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -29030484.000000 Penalty: 4117.316895
	Iteration 36Q: 3 clusters Score -2.903048e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286364 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -29030542.000000 Penalty: 4117.316895
	Iteration 37Q: 3 clusters Score -2.903054e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286559 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -29030586.000000 Penalty: 4117.316895
	Iteration 38Q: 3 clusters Score -2.903059e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286759 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -29030650.000000 Penalty: 4117.316895
	Iteration 39Q: 3 clusters Score -2.903065e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286980 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -29030688.000000 Penalty: 4117.316895
	Iteration 40F: 3 clusters Score -2.903069e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287198 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -29030748.000000 Penalty: 4117.316895
	Iteration 41Q: 3 clusters Score -2.903075e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287401 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -29030808.000000 Penalty: 4117.316895
	Iteration 42Q: 3 clusters Score -2.903081e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287586 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -29030822.000000 Penalty: 4117.316895
	Iteration 43Q: 3 clusters Score -2.903082e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287764 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -29030856.000000 Penalty: 4117.316895
	Iteration 44Q: 3 clusters Score -2.903086e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287934 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -29030862.000000 Penalty: 4117.316895
	Iteration 45Q: 3 clusters Score -2.903086e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288105 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -29030892.000000 Penalty: 4117.316895
	Iteration 46Q: 3 clusters Score -2.903089e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288293 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -29030930.000000 Penalty: 4117.316895
	Iteration 47Q: 3 clusters Score -2.903093e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288484 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -29030994.000000 Penalty: 4117.316895
	Iteration 48Q: 3 clusters Score -2.903099e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288679 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -29031010.000000 Penalty: 4117.316895
	Iteration 49Q: 3 clusters Score -2.903101e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288864 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -29030990.000000 Penalty: 4117.316895
	Iteration 50Q: 3 clusters Score -2.903099e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289024 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -29031020.000000 Penalty: 4117.316895
	Iteration 51Q: 3 clusters Score -2.903102e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289187 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -29031052.000000 Penalty: 4117.316895
	Iteration 52Q: 3 clusters Score -2.903105e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289361 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -29031052.000000 Penalty: 4117.316895
	Iteration 53Q: 3 clusters Score -2.903105e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289540 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -29031014.000000 Penalty: 4117.316895
	Iteration 54Q: 3 clusters Score -2.903101e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289735 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -29031036.000000 Penalty: 4117.316895
	Iteration 55Q: 3 clusters Score -2.903104e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289946 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -29031118.000000 Penalty: 4117.316895
	Iteration 56Q: 3 clusters Score -2.903112e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290155 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -29031156.000000 Penalty: 4117.316895
	Iteration 57Q: 3 clusters Score -2.903116e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290382 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -29031172.000000 Penalty: 4117.316895
	Iteration 58Q: 3 clusters Score -2.903117e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290618 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -29031222.000000 Penalty: 4117.316895
	Iteration 59Q: 3 clusters Score -2.903122e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290855 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -29031284.000000 Penalty: 4117.316895
	Iteration 60F: 3 clusters Score -2.903128e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291098 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -29031270.000000 Penalty: 4117.316895
	Iteration 61Q: 3 clusters Score -2.903127e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291326 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -29031294.000000 Penalty: 4117.316895
	Iteration 62Q: 3 clusters Score -2.903129e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291562 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -29031340.000000 Penalty: 4117.316895
	Iteration 63Q: 3 clusters Score -2.903134e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291781 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -29031314.000000 Penalty: 4117.316895
	Iteration 64Q: 3 clusters Score -2.903131e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291989 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -29031310.000000 Penalty: 4117.316895
	Iteration 65Q: 3 clusters Score -2.903131e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292210 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -29031358.000000 Penalty: 4117.316895
	Iteration 66Q: 3 clusters Score -2.903136e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292436 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -29031356.000000 Penalty: 4117.316895
	Iteration 67Q: 3 clusters Score -2.903136e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292648 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -29031356.000000 Penalty: 4117.316895
	Iteration 68Q: 3 clusters Score -2.903136e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292864 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -29031344.000000 Penalty: 4117.316895
	Iteration 69Q: 3 clusters Score -2.903134e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293076 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -29031300.000000 Penalty: 4117.316895
	Iteration 70Q: 3 clusters Score -2.90313e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293286 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -29031274.000000 Penalty: 4117.316895
	Iteration 71Q: 3 clusters Score -2.903127e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293481 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -29031226.000000 Penalty: 4117.316895
	Iteration 72Q: 3 clusters Score -2.903123e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293685 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -29031262.000000 Penalty: 4117.316895
	Iteration 73Q: 3 clusters Score -2.903126e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293859 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -29031290.000000 Penalty: 4117.316895
	Iteration 74Q: 3 clusters Score -2.903129e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294022 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -29031312.000000 Penalty: 4117.316895
	Iteration 75Q: 3 clusters Score -2.903131e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294190 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -29031284.000000 Penalty: 4117.316895
	Iteration 76Q: 3 clusters Score -2.903128e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294363 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -29031214.000000 Penalty: 4117.316895
	Iteration 77Q: 3 clusters Score -2.903121e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294522 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -29031172.000000 Penalty: 4117.316895
	Iteration 78Q: 3 clusters Score -2.903117e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294667 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -29031136.000000 Penalty: 4117.316895
	Iteration 79Q: 3 clusters Score -2.903114e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294816 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -29031132.000000 Penalty: 4117.316895
	Iteration 80F: 3 clusters Score -2.903113e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294960 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -29031118.000000 Penalty: 4117.316895
	Iteration 81Q: 3 clusters Score -2.903112e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295096 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -29031068.000000 Penalty: 4117.316895
	Iteration 82Q: 3 clusters Score -2.903107e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295237 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -29031076.000000 Penalty: 4117.316895
	Iteration 83Q: 3 clusters Score -2.903108e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295384 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -29031108.000000 Penalty: 4117.316895
	Iteration 84Q: 3 clusters Score -2.903111e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295532 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -29031056.000000 Penalty: 4117.316895
	Iteration 85Q: 3 clusters Score -2.903106e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295660 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -29031024.000000 Penalty: 4117.316895
	Iteration 86Q: 3 clusters Score -2.903102e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295779 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -29031036.000000 Penalty: 4117.316895
	Iteration 87Q: 3 clusters Score -2.903104e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295917 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -29031046.000000 Penalty: 4117.316895
	Iteration 88Q: 3 clusters Score -2.903105e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296073 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -29031042.000000 Penalty: 4117.316895
	Iteration 89Q: 3 clusters Score -2.903104e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296227 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -29031022.000000 Penalty: 4117.316895
	Iteration 90Q: 3 clusters Score -2.903102e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296380 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -29030982.000000 Penalty: 4117.316895
	Iteration 91Q: 3 clusters Score -2.903098e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296519 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -29030936.000000 Penalty: 4117.316895
	Iteration 92Q: 3 clusters Score -2.903094e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296656 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -29030974.000000 Penalty: 4117.316895
	Iteration 93Q: 3 clusters Score -2.903097e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296784 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -29031000.000000 Penalty: 4117.316895
	Iteration 94Q: 3 clusters Score -2.9031e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296927 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -29031002.000000 Penalty: 4117.316895
	Iteration 95Q: 3 clusters Score -2.9031e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297059 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -29030982.000000 Penalty: 4117.316895
	Iteration 96Q: 3 clusters Score -2.903098e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297204 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -29030988.000000 Penalty: 4117.316895
	Iteration 97Q: 3 clusters Score -2.903099e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297376 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -29030952.000000 Penalty: 4117.316895
	Iteration 98Q: 3 clusters Score -2.903095e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297534 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -29030896.000000 Penalty: 4117.316895
	Iteration 99Q: 3 clusters Score -2.90309e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297680 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -29030890.000000 Penalty: 4117.316895
	Iteration 100F: 3 clusters Score -2.903089e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297832 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -29030868.000000 Penalty: 4117.316895
	Iteration 101Q: 3 clusters Score -2.903087e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297992 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -29030826.000000 Penalty: 4117.316895
	Iteration 102Q: 3 clusters Score -2.903083e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298133 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -29030798.000000 Penalty: 4117.316895
	Iteration 103Q: 3 clusters Score -2.90308e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298306 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -29030794.000000 Penalty: 4117.316895
	Iteration 104Q: 3 clusters Score -2.903079e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298462 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -29030772.000000 Penalty: 4117.316895
	Iteration 105Q: 3 clusters Score -2.903077e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298606 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -29030748.000000 Penalty: 4117.316895
	Iteration 106Q: 3 clusters Score -2.903075e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298727 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -29030680.000000 Penalty: 4117.316895
	Iteration 107Q: 3 clusters Score -2.903068e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298860 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -29030638.000000 Penalty: 4117.316895
	Iteration 108Q: 3 clusters Score -2.903064e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298983 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -29030616.000000 Penalty: 4117.316895
	Iteration 109Q: 3 clusters Score -2.903062e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299122 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -29030508.000000 Penalty: 4117.316895
	Iteration 110Q: 3 clusters Score -2.903051e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299262 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -29030448.000000 Penalty: 4117.316895
	Iteration 111Q: 3 clusters Score -2.903045e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299414 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -29030384.000000 Penalty: 4117.316895
	Iteration 112Q: 3 clusters Score -2.903038e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299558 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -29030318.000000 Penalty: 4117.316895
	Iteration 113Q: 3 clusters Score -2.903032e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299697 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -29030304.000000 Penalty: 4117.316895
	Iteration 114Q: 3 clusters Score -2.90303e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299823 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -29030266.000000 Penalty: 4117.316895
	Iteration 115Q: 3 clusters Score -2.903027e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299968 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -29030228.000000 Penalty: 4117.316895
	Iteration 116Q: 3 clusters Score -2.903023e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300130 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -29030148.000000 Penalty: 4117.316895
	Iteration 117Q: 3 clusters Score -2.903015e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300275 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -29030146.000000 Penalty: 4117.316895
	Iteration 118Q: 3 clusters Score -2.903015e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300431 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -29030132.000000 Penalty: 4117.316895
	Iteration 119Q: 3 clusters Score -2.903013e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300596 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -29030118.000000 Penalty: 4117.316895
	Iteration 120F: 3 clusters Score -2.903012e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300755 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -29030084.000000 Penalty: 4117.316895
	Iteration 121Q: 3 clusters Score -2.903008e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300906 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -29030046.000000 Penalty: 4117.316895
	Iteration 122Q: 3 clusters Score -2.903005e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301065 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -29030022.000000 Penalty: 4117.316895
	Iteration 123Q: 3 clusters Score -2.903002e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301211 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -29030000.000000 Penalty: 4117.316895
	Iteration 124Q: 3 clusters Score -2.903e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301367 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -29029988.000000 Penalty: 4117.316895
	Iteration 125Q: 3 clusters Score -2.902999e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301518 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -29029970.000000 Penalty: 4117.316895
	Iteration 126Q: 3 clusters Score -2.902997e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301663 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -29029968.000000 Penalty: 4117.316895
	Iteration 127Q: 3 clusters Score -2.902997e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301820 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -29029942.000000 Penalty: 4117.316895
	Iteration 128Q: 3 clusters Score -2.902994e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301967 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -29029914.000000 Penalty: 4117.316895
	Iteration 129Q: 3 clusters Score -2.902991e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302099 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -29029882.000000 Penalty: 4117.316895
	Iteration 130Q: 3 clusters Score -2.902988e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302229 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -29029826.000000 Penalty: 4117.316895
	Iteration 131Q: 3 clusters Score -2.902983e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302356 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -29029768.000000 Penalty: 4117.316895
	Iteration 132Q: 3 clusters Score -2.902977e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302485 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -29029696.000000 Penalty: 4117.316895
	Iteration 133Q: 3 clusters Score -2.90297e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302623 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -29029638.000000 Penalty: 4117.316895
	Iteration 134Q: 3 clusters Score -2.902964e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302780 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -29029580.000000 Penalty: 4117.316895
	Iteration 135Q: 3 clusters Score -2.902958e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302946 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -29029530.000000 Penalty: 4117.316895
	Iteration 136Q: 3 clusters Score -2.902953e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303101 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -29029448.000000 Penalty: 4117.316895
	Iteration 137Q: 3 clusters Score -2.902945e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303254 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -29029456.000000 Penalty: 4117.316895
	Iteration 138Q: 3 clusters Score -2.902946e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303410 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -29029404.000000 Penalty: 4117.316895
	Iteration 139Q: 3 clusters Score -2.90294e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303560 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -29029356.000000 Penalty: 4117.316895
	Iteration 140F: 3 clusters Score -2.902936e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303695 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -29029338.000000 Penalty: 4117.316895
	Iteration 141Q: 3 clusters Score -2.902934e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303858 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -29029300.000000 Penalty: 4117.316895
	Iteration 142Q: 3 clusters Score -2.90293e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304020 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -29029216.000000 Penalty: 4117.316895
	Iteration 143Q: 3 clusters Score -2.902922e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304163 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -29029182.000000 Penalty: 4117.316895
	Iteration 144Q: 3 clusters Score -2.902918e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304298 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -29029176.000000 Penalty: 4117.316895
	Iteration 145Q: 3 clusters Score -2.902918e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304439 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -29029144.000000 Penalty: 4117.316895
	Iteration 146Q: 3 clusters Score -2.902914e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304579 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -29029140.000000 Penalty: 4117.316895
	Iteration 147Q: 3 clusters Score -2.902914e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304725 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -29029056.000000 Penalty: 4117.316895
	Iteration 148Q: 3 clusters Score -2.902906e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304853 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -29029062.000000 Penalty: 4117.316895
	Iteration 149Q: 3 clusters Score -2.902906e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304985 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -29028966.000000 Penalty: 4117.316895
	Iteration 150Q: 3 clusters Score -2.902897e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305115 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -29028872.000000 Penalty: 4117.316895
	Iteration 151Q: 3 clusters Score -2.902887e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305247 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -29028826.000000 Penalty: 4117.316895
	Iteration 152Q: 3 clusters Score -2.902883e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305394 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -29028782.000000 Penalty: 4117.316895
	Iteration 153Q: 3 clusters Score -2.902878e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305539 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -29028756.000000 Penalty: 4117.316895
	Iteration 154Q: 3 clusters Score -2.902876e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305671 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -29028698.000000 Penalty: 4117.316895
	Iteration 155Q: 3 clusters Score -2.90287e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305811 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -29028694.000000 Penalty: 4117.316895
	Iteration 156Q: 3 clusters Score -2.902869e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305958 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -29028634.000000 Penalty: 4117.316895
	Iteration 157Q: 3 clusters Score -2.902863e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306107 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -29028628.000000 Penalty: 4117.316895
	Iteration 158Q: 3 clusters Score -2.902863e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306262 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -29028590.000000 Penalty: 4117.316895
	Iteration 159Q: 3 clusters Score -2.902859e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306430 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -29028528.000000 Penalty: 4117.316895
	Iteration 160F: 3 clusters Score -2.902853e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306573 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -29028528.000000 Penalty: 4117.316895
	Iteration 161Q: 3 clusters Score -2.902853e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306702 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -29028508.000000 Penalty: 4117.316895
	Iteration 162Q: 3 clusters Score -2.902851e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306836 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -29028432.000000 Penalty: 4117.316895
	Iteration 163Q: 3 clusters Score -2.902843e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306985 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -29028398.000000 Penalty: 4117.316895
	Iteration 164Q: 3 clusters Score -2.90284e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307139 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -29028384.000000 Penalty: 4117.316895
	Iteration 165Q: 3 clusters Score -2.902838e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307298 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -29028316.000000 Penalty: 4117.316895
	Iteration 166Q: 3 clusters Score -2.902832e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307463 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -29028230.000000 Penalty: 4117.316895
	Iteration 167Q: 3 clusters Score -2.902823e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307636 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -29028172.000000 Penalty: 4117.316895
	Iteration 168Q: 3 clusters Score -2.902817e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307808 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -29028162.000000 Penalty: 4117.316895
	Iteration 169Q: 3 clusters Score -2.902816e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307979 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -29028128.000000 Penalty: 4117.316895
	Iteration 170Q: 3 clusters Score -2.902813e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308144 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -29028086.000000 Penalty: 4117.316895
	Iteration 171Q: 3 clusters Score -2.902809e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308280 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -29028048.000000 Penalty: 4117.316895
	Iteration 172Q: 3 clusters Score -2.902805e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308411 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -29028008.000000 Penalty: 4117.316895
	Iteration 173Q: 3 clusters Score -2.902801e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308550 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -29027890.000000 Penalty: 4117.316895
	Iteration 174Q: 3 clusters Score -2.902789e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308682 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -29027820.000000 Penalty: 4117.316895
	Iteration 175Q: 3 clusters Score -2.902782e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308814 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -29027812.000000 Penalty: 4117.316895
	Iteration 176Q: 3 clusters Score -2.902781e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308932 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -29027778.000000 Penalty: 4117.316895
	Iteration 177Q: 3 clusters Score -2.902778e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309032 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -29027730.000000 Penalty: 4117.316895
	Iteration 178Q: 3 clusters Score -2.902773e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309121 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -29027670.000000 Penalty: 4117.316895
	Iteration 179Q: 3 clusters Score -2.902767e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309228 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -29027646.000000 Penalty: 4117.316895
	Iteration 180F: 3 clusters Score -2.902765e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309329 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -29027608.000000 Penalty: 4117.316895
	Iteration 181Q: 3 clusters Score -2.902761e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309425 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -29027580.000000 Penalty: 4117.316895
	Iteration 182Q: 3 clusters Score -2.902758e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309507 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -29027522.000000 Penalty: 4117.316895
	Iteration 183Q: 3 clusters Score -2.902752e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309585 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -29027480.000000 Penalty: 4117.316895
	Iteration 184Q: 3 clusters Score -2.902748e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309670 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -29027444.000000 Penalty: 4117.316895
	Iteration 185Q: 3 clusters Score -2.902744e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309742 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -29027442.000000 Penalty: 4117.316895
	Iteration 186Q: 3 clusters Score -2.902744e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309820 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -29027406.000000 Penalty: 4117.316895
	Iteration 187Q: 3 clusters Score -2.902741e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309903 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -29027336.000000 Penalty: 4117.316895
	Iteration 188Q: 3 clusters Score -2.902734e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309994 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -29027348.000000 Penalty: 4117.316895
	Iteration 189Q: 3 clusters Score -2.902735e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310097 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -29027288.000000 Penalty: 4117.316895
	Iteration 190Q: 3 clusters Score -2.902729e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310196 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -29027268.000000 Penalty: 4117.316895
	Iteration 191Q: 3 clusters Score -2.902727e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310296 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -29027242.000000 Penalty: 4117.316895
	Iteration 192Q: 3 clusters Score -2.902724e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310379 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -29027248.000000 Penalty: 4117.316895
	Iteration 193Q: 3 clusters Score -2.902725e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310450 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -29027210.000000 Penalty: 4117.316895
	Iteration 194Q: 3 clusters Score -2.902721e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310525 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -29027150.000000 Penalty: 4117.316895
	Iteration 195Q: 3 clusters Score -2.902715e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310593 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -29027114.000000 Penalty: 4117.316895
	Iteration 196Q: 3 clusters Score -2.902711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310665 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -29027060.000000 Penalty: 4117.316895
	Iteration 197Q: 3 clusters Score -2.902706e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310736 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -29027076.000000 Penalty: 4117.316895
	Iteration 198Q: 3 clusters Score -2.902708e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310818 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -29027018.000000 Penalty: 4117.316895
	Iteration 199Q: 3 clusters Score -2.902702e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310901 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -29026966.000000 Penalty: 4117.316895
	Iteration 200F: 3 clusters Score -2.902697e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310980 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -29026974.000000 Penalty: 4117.316895
	Iteration 201Q: 3 clusters Score -2.902697e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311063 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -29026932.000000 Penalty: 4117.316895
	Iteration 202Q: 3 clusters Score -2.902693e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311129 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -29026946.000000 Penalty: 4117.316895
	Iteration 203Q: 3 clusters Score -2.902695e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311187 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -29026908.000000 Penalty: 4117.316895
	Iteration 204Q: 3 clusters Score -2.902691e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311238 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -29026902.000000 Penalty: 4117.316895
	Iteration 205Q: 3 clusters Score -2.90269e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311283 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -29026892.000000 Penalty: 4117.316895
	Iteration 206Q: 3 clusters Score -2.902689e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311329 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -29026890.000000 Penalty: 4117.316895
	Iteration 207Q: 3 clusters Score -2.902689e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311375 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -29026838.000000 Penalty: 4117.316895
	Iteration 208Q: 3 clusters Score -2.902684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311431 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -29026844.000000 Penalty: 4117.316895
	Iteration 209Q: 3 clusters Score -2.902684e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311482 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -29026834.000000 Penalty: 4117.316895
	Iteration 210Q: 3 clusters Score -2.902683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311530 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -29026854.000000 Penalty: 4117.316895
	Iteration 211Q: 3 clusters Score -2.902685e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311588 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -29026808.000000 Penalty: 4117.316895
	Iteration 212Q: 3 clusters Score -2.902681e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311641 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -29026774.000000 Penalty: 4117.316895
	Iteration 213Q: 3 clusters Score -2.902677e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311687 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -29026762.000000 Penalty: 4117.316895
	Iteration 214Q: 3 clusters Score -2.902676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311728 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -29026746.000000 Penalty: 4117.316895
	Iteration 215Q: 3 clusters Score -2.902675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311761 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -29026714.000000 Penalty: 4117.316895
	Iteration 216Q: 3 clusters Score -2.902671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311787 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -29026670.000000 Penalty: 4117.316895
	Iteration 217Q: 3 clusters Score -2.902667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311810 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -29026668.000000 Penalty: 4117.316895
	Iteration 218Q: 3 clusters Score -2.902667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311827 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -29026670.000000 Penalty: 4117.316895
	Iteration 219Q: 3 clusters Score -2.902667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311850 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -29026658.000000 Penalty: 4117.316895
	Iteration 220F: 3 clusters Score -2.902666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311879 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -29026666.000000 Penalty: 4117.316895
	Iteration 221Q: 3 clusters Score -2.902667e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311900 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -29026646.000000 Penalty: 4117.316895
	Iteration 222Q: 3 clusters Score -2.902665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311924 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -29026652.000000 Penalty: 4117.316895
	Iteration 223Q: 3 clusters Score -2.902665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311943 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -29026656.000000 Penalty: 4117.316895
	Iteration 224Q: 3 clusters Score -2.902666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311966 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -29026666.000000 Penalty: 4117.316895
	Iteration 225Q: 3 clusters Score -2.902667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311985 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -29026654.000000 Penalty: 4117.316895
	Iteration 226Q: 3 clusters Score -2.902665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311993 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -29026634.000000 Penalty: 4117.316895
	Iteration 227Q: 3 clusters Score -2.902663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312003 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -29026640.000000 Penalty: 4117.316895
	Iteration 228Q: 3 clusters Score -2.902664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312009 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -29026618.000000 Penalty: 4117.316895
	Iteration 229Q: 3 clusters Score -2.902662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312018 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -29026626.000000 Penalty: 4117.316895
	Iteration 230Q: 3 clusters Score -2.902663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312026 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -29026642.000000 Penalty: 4117.316895
	Iteration 231Q: 3 clusters Score -2.902664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312028 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -29026646.000000 Penalty: 4117.316895
	Iteration 232Q: 3 clusters Score -2.902665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312031 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -29026634.000000 Penalty: 4117.316895
	Iteration 233Q: 3 clusters Score -2.902663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312033 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -29026646.000000 Penalty: 4117.316895
	Iteration 234Q: 3 clusters Score -2.902665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312037 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -29026640.000000 Penalty: 4117.316895
	Iteration 235Q: 3 clusters Score -2.902664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312042 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -29026648.000000 Penalty: 4117.316895
	Iteration 236Q: 3 clusters Score -2.902665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312048 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -29026646.000000 Penalty: 4117.316895
	Iteration 237Q: 3 clusters Score -2.902665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312053 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -29026650.000000 Penalty: 4117.316895
	Iteration 238Q: 3 clusters Score -2.902665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312063 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -29026646.000000 Penalty: 4117.316895
	Iteration 239Q: 3 clusters Score -2.902665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312073 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -29026640.000000 Penalty: 4117.316895
	Iteration 240F: 3 clusters Score -2.902664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312088 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -29026636.000000 Penalty: 4117.316895
	Iteration 241Q: 3 clusters Score -2.902664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312100 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -29026640.000000 Penalty: 4117.316895
	Iteration 242Q: 3 clusters Score -2.902664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312107 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -29026618.000000 Penalty: 4117.316895
	Iteration 243Q: 3 clusters Score -2.902662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312114 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -29026620.000000 Penalty: 4117.316895
	Iteration 244Q: 3 clusters Score -2.902662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312123 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -29026632.000000 Penalty: 4117.316895
	Iteration 245Q: 3 clusters Score -2.902663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312130 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -29026638.000000 Penalty: 4117.316895
	Iteration 246Q: 3 clusters Score -2.902664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312136 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -29026630.000000 Penalty: 4117.316895
	Iteration 247Q: 3 clusters Score -2.902663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312142 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -29026646.000000 Penalty: 4117.316895
	Iteration 248Q: 3 clusters Score -2.902665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312149 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -29026648.000000 Penalty: 4117.316895
	Iteration 249Q: 3 clusters Score -2.902665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312156 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -29026644.000000 Penalty: 4117.316895
	Iteration 250Q: 3 clusters Score -2.902664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312160 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -29026638.000000 Penalty: 4117.316895
	Iteration 251Q: 3 clusters Score -2.902664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312161 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -29026640.000000 Penalty: 4117.316895
	Iteration 252Q: 3 clusters Score -2.902664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312161 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -29026640.000000 Penalty: 4117.316895
	Iteration 253F: 3 clusters Score -2.902664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 28766 members 
Mstep: Class 3 contains 5477 members 
Mstep: Class 4 contains 57644 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 26585 members 
Mstep: Class 10 contains 36506 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 312161 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 37061 members 
Mstep: Class 21 contains 42861 members 
Entering Unmasked Estep 
Score: -54521124.000000 Penalty: 25952.548828
Splitting cluster 18 changes total score from -54520424.000000 to -54521124.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 19 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -212674.265625 Penalty: 1252.105225
	Iteration 0F: 2 clusters Score -212674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -210444.203125 Penalty: 2504.210449
	Iteration 0F: 3 clusters Score -210444.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -210922.593750 Penalty: 2504.210449
	Iteration 1F: 3 clusters Score -210922.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -211030.531250 Penalty: 2504.210449
	Iteration 2F: 3 clusters Score -211030.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -211084.640625 Penalty: 2504.210449
	Iteration 3Q: 3 clusters Score -211084.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -211126.656250 Penalty: 2504.210449
	Iteration 4Q: 3 clusters Score -211126.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211162.328125 Penalty: 2504.210449
	Iteration 5Q: 3 clusters Score -211162.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -211192.234375 Penalty: 2504.210449
	Iteration 6Q: 3 clusters Score -211192.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -211222.921875 Penalty: 2504.210449
	Iteration 7Q: 3 clusters Score -211222.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -211247.671875 Penalty: 2504.210449
	Iteration 8Q: 3 clusters Score -211247.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211263.484375 Penalty: 2504.210449
	Iteration 9Q: 3 clusters Score -211263.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211271.703125 Penalty: 2504.210449
	Iteration 10Q: 3 clusters Score -211271.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -211279.843750 Penalty: 2504.210449
	Iteration 11Q: 3 clusters Score -211279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -211288.875000 Penalty: 2504.210449
	Iteration 12Q: 3 clusters Score -211288.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -211297.187500 Penalty: 2504.210449
	Iteration 13Q: 3 clusters Score -211297.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -211307.796875 Penalty: 2504.210449
	Iteration 14Q: 3 clusters Score -211307.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -211316.515625 Penalty: 2504.210449
	Iteration 15Q: 3 clusters Score -211316.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -211324.687500 Penalty: 2504.210449
	Iteration 16Q: 3 clusters Score -211324.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211328.656250 Penalty: 2504.210449
	Iteration 17Q: 3 clusters Score -211328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -211334.281250 Penalty: 2504.210449
	Iteration 18Q: 3 clusters Score -211334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -211339.984375 Penalty: 2504.210449
	Iteration 19Q: 3 clusters Score -211340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -211346.484375 Penalty: 2504.210449
	Iteration 20F: 3 clusters Score -211346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -211351.890625 Penalty: 2504.210449
	Iteration 21Q: 3 clusters Score -211351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -211354.703125 Penalty: 2504.210449
	Iteration 22Q: 3 clusters Score -211354.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211359.796875 Penalty: 2504.210449
	Iteration 23Q: 3 clusters Score -211359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -211363.031250 Penalty: 2504.210449
	Iteration 24Q: 3 clusters Score -211363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211367.203125 Penalty: 2504.210449
	Iteration 25Q: 3 clusters Score -211367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -211369.015625 Penalty: 2504.210449
	Iteration 26Q: 3 clusters Score -211369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -211370.656250 Penalty: 2504.210449
	Iteration 27Q: 3 clusters Score -211370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -211372.765625 Penalty: 2504.210449
	Iteration 28Q: 3 clusters Score -211372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -211376.281250 Penalty: 2504.210449
	Iteration 29Q: 3 clusters Score -211376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -211381.140625 Penalty: 2504.210449
	Iteration 30Q: 3 clusters Score -211381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -211386.796875 Penalty: 2504.210449
	Iteration 31Q: 3 clusters Score -211386.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -211394.968750 Penalty: 2504.210449
	Iteration 32Q: 3 clusters Score -211395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -211397.453125 Penalty: 2504.210449
	Iteration 33Q: 3 clusters Score -211397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -211399.500000 Penalty: 2504.210449
	Iteration 34Q: 3 clusters Score -211399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -211402.093750 Penalty: 2504.210449
	Iteration 35Q: 3 clusters Score -211402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -211406.140625 Penalty: 2504.210449
	Iteration 36Q: 3 clusters Score -211406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -211409.656250 Penalty: 2504.210449
	Iteration 37Q: 3 clusters Score -211409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -211412.875000 Penalty: 2504.210449
	Iteration 38Q: 3 clusters Score -211412.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -211420.656250 Penalty: 2504.210449
	Iteration 39Q: 3 clusters Score -211420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -211422.796875 Penalty: 2504.210449
	Iteration 40F: 3 clusters Score -211422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -211424.390625 Penalty: 2504.210449
	Iteration 41Q: 3 clusters Score -211424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -211426.359375 Penalty: 2504.210449
	Iteration 42Q: 3 clusters Score -211426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -211429.781250 Penalty: 2504.210449
	Iteration 43Q: 3 clusters Score -211429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -211433.328125 Penalty: 2504.210449
	Iteration 44Q: 3 clusters Score -211433.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -211437.203125 Penalty: 2504.210449
	Iteration 45Q: 3 clusters Score -211437.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -211440.171875 Penalty: 2504.210449
	Iteration 46Q: 3 clusters Score -211440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -211443.187500 Penalty: 2504.210449
	Iteration 47Q: 3 clusters Score -211443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -211447.750000 Penalty: 2504.210449
	Iteration 48Q: 3 clusters Score -211447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -211449.796875 Penalty: 2504.210449
	Iteration 49Q: 3 clusters Score -211449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -211452.890625 Penalty: 2504.210449
	Iteration 50Q: 3 clusters Score -211452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -211454.265625 Penalty: 2504.210449
	Iteration 51Q: 3 clusters Score -211454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -211456.312500 Penalty: 2504.210449
	Iteration 52Q: 3 clusters Score -211456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -211459.906250 Penalty: 2504.210449
	Iteration 53Q: 3 clusters Score -211459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -211463.437500 Penalty: 2504.210449
	Iteration 54Q: 3 clusters Score -211463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -211468.781250 Penalty: 2504.210449
	Iteration 55Q: 3 clusters Score -211468.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -211474.234375 Penalty: 2504.210449
	Iteration 56Q: 3 clusters Score -211474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -211477.062500 Penalty: 2504.210449
	Iteration 57Q: 3 clusters Score -211477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -211481.812500 Penalty: 2504.210449
	Iteration 58Q: 3 clusters Score -211481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -211488.984375 Penalty: 2504.210449
	Iteration 59Q: 3 clusters Score -211489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -211492.515625 Penalty: 2504.210449
	Iteration 60F: 3 clusters Score -211492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -211493.250000 Penalty: 2504.210449
	Iteration 61Q: 3 clusters Score -211493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -211495.093750 Penalty: 2504.210449
	Iteration 62Q: 3 clusters Score -211495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -211498.281250 Penalty: 2504.210449
	Iteration 63Q: 3 clusters Score -211498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -211500.609375 Penalty: 2504.210449
	Iteration 64Q: 3 clusters Score -211500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -211506.609375 Penalty: 2504.210449
	Iteration 65Q: 3 clusters Score -211506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -211511.875000 Penalty: 2504.210449
	Iteration 66Q: 3 clusters Score -211511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -211514.859375 Penalty: 2504.210449
	Iteration 67Q: 3 clusters Score -211514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -211517.437500 Penalty: 2504.210449
	Iteration 68Q: 3 clusters Score -211517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -211520.125000 Penalty: 2504.210449
	Iteration 69Q: 3 clusters Score -211520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -211521.984375 Penalty: 2504.210449
	Iteration 70Q: 3 clusters Score -211522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -211523.718750 Penalty: 2504.210449
	Iteration 71Q: 3 clusters Score -211523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -211523.921875 Penalty: 2504.210449
	Iteration 72Q: 3 clusters Score -211523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -211523.921875 Penalty: 2504.210449
	Iteration 73F: 3 clusters Score -211523.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Entering Unmasked Estep 
Score: -3462591.750000 Penalty: 1709.552124
	Iteration 0F: 2 clusters Score -3462592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3437773.250000 Penalty: 3419.104248
	Iteration 0F: 3 clusters Score -3437773 nChanged 17342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3447413.500000 Penalty: 3419.104248
	Iteration 1F: 3 clusters Score -3447414 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3447890.500000 Penalty: 3419.104248
	Iteration 2Q: 3 clusters Score -3447890 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3448475.250000 Penalty: 3419.104248
	Iteration 3Q: 3 clusters Score -3448475 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3449240.500000 Penalty: 3419.104248
	Iteration 4Q: 3 clusters Score -3449240 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3450282.000000 Penalty: 3419.104248
	Iteration 5Q: 3 clusters Score -3450282 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3451667.000000 Penalty: 3419.104248
	Iteration 6F: 3 clusters Score -3451667 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3453364.500000 Penalty: 3419.104248
	Iteration 7F: 3 clusters Score -3453364 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3455169.750000 Penalty: 3419.104248
	Iteration 8F: 3 clusters Score -3455170 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3456389.000000 Penalty: 3419.104248
	Iteration 9F: 3 clusters Score -3456389 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3456879.500000 Penalty: 3419.104248
	Iteration 10Q: 3 clusters Score -3456880 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3457053.000000 Penalty: 3419.104248
	Iteration 11Q: 3 clusters Score -3457053 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3457151.500000 Penalty: 3419.104248
	Iteration 12Q: 3 clusters Score -3457152 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3457204.000000 Penalty: 3419.104248
	Iteration 13Q: 3 clusters Score -3457204 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3457278.750000 Penalty: 3419.104248
	Iteration 14Q: 3 clusters Score -3457279 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3457332.500000 Penalty: 3419.104248
	Iteration 15Q: 3 clusters Score -3457332 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3457385.250000 Penalty: 3419.104248
	Iteration 16Q: 3 clusters Score -3457385 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3457454.750000 Penalty: 3419.104248
	Iteration 17Q: 3 clusters Score -3457455 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3457488.500000 Penalty: 3419.104248
	Iteration 18Q: 3 clusters Score -3457488 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3457552.500000 Penalty: 3419.104248
	Iteration 19Q: 3 clusters Score -3457552 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3457598.250000 Penalty: 3419.104248
	Iteration 20F: 3 clusters Score -3457598 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3457643.000000 Penalty: 3419.104248
	Iteration 21Q: 3 clusters Score -3457643 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3457676.500000 Penalty: 3419.104248
	Iteration 22Q: 3 clusters Score -3457676 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3457712.250000 Penalty: 3419.104248
	Iteration 23Q: 3 clusters Score -3457712 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3457752.500000 Penalty: 3419.104248
	Iteration 24Q: 3 clusters Score -3457752 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3457799.000000 Penalty: 3419.104248
	Iteration 25Q: 3 clusters Score -3457799 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3457854.750000 Penalty: 3419.104248
	Iteration 26Q: 3 clusters Score -3457855 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3457891.250000 Penalty: 3419.104248
	Iteration 27Q: 3 clusters Score -3457891 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3457942.500000 Penalty: 3419.104248
	Iteration 28Q: 3 clusters Score -3457942 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3458016.000000 Penalty: 3419.104248
	Iteration 29Q: 3 clusters Score -3458016 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3458071.000000 Penalty: 3419.104248
	Iteration 30Q: 3 clusters Score -3458071 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3458152.750000 Penalty: 3419.104248
	Iteration 31Q: 3 clusters Score -3458153 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3458210.250000 Penalty: 3419.104248
	Iteration 32Q: 3 clusters Score -3458210 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3458284.750000 Penalty: 3419.104248
	Iteration 33Q: 3 clusters Score -3458285 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3458374.500000 Penalty: 3419.104248
	Iteration 34Q: 3 clusters Score -3458374 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3458486.250000 Penalty: 3419.104248
	Iteration 35Q: 3 clusters Score -3458486 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3458625.750000 Penalty: 3419.104248
	Iteration 36Q: 3 clusters Score -3458626 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3458775.500000 Penalty: 3419.104248
	Iteration 37Q: 3 clusters Score -3458776 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3458923.250000 Penalty: 3419.104248
	Iteration 38Q: 3 clusters Score -3458923 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3459079.250000 Penalty: 3419.104248
	Iteration 39Q: 3 clusters Score -3459079 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3459209.000000 Penalty: 3419.104248
	Iteration 40F: 3 clusters Score -3459209 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3459316.000000 Penalty: 3419.104248
	Iteration 41Q: 3 clusters Score -3459316 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3459386.250000 Penalty: 3419.104248
	Iteration 42Q: 3 clusters Score -3459386 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3459448.000000 Penalty: 3419.104248
	Iteration 43Q: 3 clusters Score -3459448 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3459519.500000 Penalty: 3419.104248
	Iteration 44Q: 3 clusters Score -3459520 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3459559.000000 Penalty: 3419.104248
	Iteration 45Q: 3 clusters Score -3459559 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3459639.750000 Penalty: 3419.104248
	Iteration 46Q: 3 clusters Score -3459640 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3459703.500000 Penalty: 3419.104248
	Iteration 47Q: 3 clusters Score -3459704 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3459768.500000 Penalty: 3419.104248
	Iteration 48Q: 3 clusters Score -3459768 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -3459829.500000 Penalty: 3419.104248
	Iteration 49Q: 3 clusters Score -3459830 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3459880.250000 Penalty: 3419.104248
	Iteration 50Q: 3 clusters Score -3459880 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -3459948.750000 Penalty: 3419.104248
	Iteration 51Q: 3 clusters Score -3459949 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -3460009.750000 Penalty: 3419.104248
	Iteration 52Q: 3 clusters Score -3460010 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3460062.750000 Penalty: 3419.104248
	Iteration 53Q: 3 clusters Score -3460063 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3460122.250000 Penalty: 3419.104248
	Iteration 54Q: 3 clusters Score -3460122 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3460178 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3460243.000000 Penalty: 3419.104248
	Iteration 56Q: 3 clusters Score -3460243 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3460303.750000 Penalty: 3419.104248
	Iteration 57Q: 3 clusters Score -3460304 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -3460343.750000 Penalty: 3419.104248
	Iteration 58Q: 3 clusters Score -3460344 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -3460384.000000 Penalty: 3419.104248
	Iteration 59Q: 3 clusters Score -3460384 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3460448.500000 Penalty: 3419.104248
	Iteration 60F: 3 clusters Score -3460448 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3460512.250000 Penalty: 3419.104248
	Iteration 61Q: 3 clusters Score -3460512 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -3460588.000000 Penalty: 3419.104248
	Iteration 62Q: 3 clusters Score -3460588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -3460627.250000 Penalty: 3419.104248
	Iteration 63Q: 3 clusters Score -3460627 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -3460660.750000 Penalty: 3419.104248
	Iteration 64Q: 3 clusters Score -3460661 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -3460714.250000 Penalty: 3419.104248
	Iteration 65Q: 3 clusters Score -3460714 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -3460759.250000 Penalty: 3419.104248
	Iteration 66Q: 3 clusters Score -3460759 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3460795.750000 Penalty: 3419.104248
	Iteration 67Q: 3 clusters Score -3460796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3460841.000000 Penalty: 3419.104248
	Iteration 68Q: 3 clusters Score -3460841 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -3460883.000000 Penalty: 3419.104248
	Iteration 69Q: 3 clusters Score -3460883 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -3460924.000000 Penalty: 3419.104248
	Iteration 70Q: 3 clusters Score -3460924 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -3460964.250000 Penalty: 3419.104248
	Iteration 71Q: 3 clusters Score -3460964 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -3461018.750000 Penalty: 3419.104248
	Iteration 72Q: 3 clusters Score -3461019 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -3461047.500000 Penalty: 3419.104248
	Iteration 73Q: 3 clusters Score -3461048 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -3461084.000000 Penalty: 3419.104248
	Iteration 74Q: 3 clusters Score -3461084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -3461111.750000 Penalty: 3419.104248
	Iteration 75Q: 3 clusters Score -3461112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -3461128.750000 Penalty: 3419.104248
	Iteration 76Q: 3 clusters Score -3461129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -3461145.000000 Penalty: 3419.104248
	Iteration 77Q: 3 clusters Score -3461145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -3461158.250000 Penalty: 3419.104248
	Iteration 78Q: 3 clusters Score -3461158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3461177.750000 Penalty: 3419.104248
	Iteration 79Q: 3 clusters Score -3461178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -3461175.250000 Penalty: 3419.104248
	Iteration 80F: 3 clusters Score -3461175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -3461199.000000 Penalty: 3419.104248
	Iteration 81Q: 3 clusters Score -3461199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -3461210.500000 Penalty: 3419.104248
	Iteration 82Q: 3 clusters Score -3461210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -3461213.500000 Penalty: 3419.104248
	Iteration 83Q: 3 clusters Score -3461214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3461222.500000 Penalty: 3419.104248
	Iteration 84Q: 3 clusters Score -3461222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -3461227.250000 Penalty: 3419.104248
	Iteration 85Q: 3 clusters Score -3461227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -3461231.000000 Penalty: 3419.104248
	Iteration 86Q: 3 clusters Score -3461231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3461236.500000 Penalty: 3419.104248
	Iteration 87Q: 3 clusters Score -3461236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -3461250.250000 Penalty: 3419.104248
	Iteration 88Q: 3 clusters Score -3461250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3461259.250000 Penalty: 3419.104248
	Iteration 89Q: 3 clusters Score -3461259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -3461261.250000 Penalty: 3419.104248
	Iteration 90Q: 3 clusters Score -3461261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -3461268.250000 Penalty: 3419.104248
	Iteration 91Q: 3 clusters Score -3461268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -3461273.250000 Penalty: 3419.104248
	Iteration 92Q: 3 clusters Score -3461273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -3461268.250000 Penalty: 3419.104248
	Iteration 93Q: 3 clusters Score -3461268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3461267.000000 Penalty: 3419.104248
	Iteration 94Q: 3 clusters Score -3461267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -3461271.750000 Penalty: 3419.104248
	Iteration 95Q: 3 clusters Score -3461272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -3461274.250000 Penalty: 3419.104248
	Iteration 96Q: 3 clusters Score -3461274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3461276.500000 Penalty: 3419.104248
	Iteration 97Q: 3 clusters Score -3461276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -3461277.750000 Penalty: 3419.104248
	Iteration 98Q: 3 clusters Score -3461278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -3461279.250000 Penalty: 3419.104248
	Iteration 99Q: 3 clusters Score -3461279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -3461277.250000 Penalty: 3419.104248
	Iteration 100F: 3 clusters Score -3461277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -3461277.750000 Penalty: 3419.104248
	Iteration 101Q: 3 clusters Score -3461278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3461276.250000 Penalty: 3419.104248
	Iteration 102Q: 3 clusters Score -3461276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -3461277.500000 Penalty: 3419.104248
	Iteration 103Q: 3 clusters Score -3461278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -3461280.000000 Penalty: 3419.104248
	Iteration 104Q: 3 clusters Score -3461280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -3461280.750000 Penalty: 3419.104248
	Iteration 105Q: 3 clusters Score -3461281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -3461278.500000 Penalty: 3419.104248
	Iteration 106Q: 3 clusters Score -3461278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -3461281.000000 Penalty: 3419.104248
	Iteration 107Q: 3 clusters Score -3461281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -3461279.250000 Penalty: 3419.104248
	Iteration 108Q: 3 clusters Score -3461279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -3461279.250000 Penalty: 3419.104248
	Iteration 109Q: 3 clusters Score -3461279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -3461282.500000 Penalty: 3419.104248
	Iteration 110Q: 3 clusters Score -3461282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -3461285.250000 Penalty: 3419.104248
	Iteration 111Q: 3 clusters Score -3461285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -3461283.250000 Penalty: 3419.104248
	Iteration 112Q: 3 clusters Score -3461283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -3461286.250000 Penalty: 3419.104248
	Iteration 113Q: 3 clusters Score -3461286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -3461290.500000 Penalty: 3419.104248
	Iteration 114Q: 3 clusters Score -3461290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -3461293.250000 Penalty: 3419.104248
	Iteration 115Q: 3 clusters Score -3461293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3461291.750000 Penalty: 3419.104248
	Iteration 116Q: 3 clusters Score -3461292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -3461293.000000 Penalty: 3419.104248
	Iteration 117Q: 3 clusters Score -3461293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -3461299.000000 Penalty: 3419.104248
	Iteration 118Q: 3 clusters Score -3461299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -3461298.000000 Penalty: 3419.104248
	Iteration 119Q: 3 clusters Score -3461298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -3461297.500000 Penalty: 3419.104248
	Iteration 120F: 3 clusters Score -3461298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -3461296.500000 Penalty: 3419.104248
	Iteration 121Q: 3 clusters Score -3461296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -3461296.500000 Penalty: 3419.104248
	Iteration 122F: 3 clusters Score -3461296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Entering Unmasked Estep 
Score: -3981029.250000 Penalty: 1733.179199
	Iteration 0F: 2 clusters Score -3981029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3952301.000000 Penalty: 3466.358398
	Iteration 0F: 3 clusters Score -3952301 nChanged 20051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3963528.500000 Penalty: 3466.358398
	Iteration 1F: 3 clusters Score -3963528 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3963964.250000 Penalty: 3466.358398
	Iteration 2Q: 3 clusters Score -3963964 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3964536.000000 Penalty: 3466.358398
	Iteration 3Q: 3 clusters Score -3964536 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3965394.750000 Penalty: 3466.358398
	Iteration 4Q: 3 clusters Score -3965395 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3966917.000000 Penalty: 3466.358398
	Iteration 5F: 3 clusters Score -3966917 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3969321.250000 Penalty: 3466.358398
	Iteration 6F: 3 clusters Score -3969321 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3972778.000000 Penalty: 3466.358398
	Iteration 7F: 3 clusters Score -3972778 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3976182.250000 Penalty: 3466.358398
	Iteration 8F: 3 clusters Score -3976182 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3978194.250000 Penalty: 3466.358398
	Iteration 9Q: 3 clusters Score -3978194 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3979035.500000 Penalty: 3466.358398
	Iteration 10Q: 3 clusters Score -3979036 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3979317.250000 Penalty: 3466.358398
	Iteration 11Q: 3 clusters Score -3979317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3979403.250000 Penalty: 3466.358398
	Iteration 12Q: 3 clusters Score -3979403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3979445.250000 Penalty: 3466.358398
	Iteration 13Q: 3 clusters Score -3979445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3979461.000000 Penalty: 3466.358398
	Iteration 14Q: 3 clusters Score -3979461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3979481.000000 Penalty: 3466.358398
	Iteration 15Q: 3 clusters Score -3979481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3979491.000000 Penalty: 3466.358398
	Iteration 16Q: 3 clusters Score -3979491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3979496.500000 Penalty: 3466.358398
	Iteration 17Q: 3 clusters Score -3979496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3979502.500000 Penalty: 3466.358398
	Iteration 18Q: 3 clusters Score -3979502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3979502.500000 Penalty: 3466.358398
	Iteration 19F: 3 clusters Score -3979502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 28766 members 
Mstep: Class 4 contains 57644 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 26585 members 
Mstep: Class 10 contains 36506 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 312161 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 37061 members 
Mstep: Class 21 contains 42861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 13 clusters Score -5.452164e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 28701 members 
Mstep: Class 3 contains 5479 members 
Mstep: Class 4 contains 57775 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 25648 members 
Mstep: Class 10 contains 36911 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 314763 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 37087 members 
Mstep: Class 21 contains 41155 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 13 clusters Score -5.452111e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 4 contains 57986 members 
Mstep: Class 6 contains 5061 members 
Mstep: Class 7 contains 24768 members 
Mstep: Class 10 contains 37348 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 316952 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 37142 members 
Mstep: Class 21 contains 39551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 13 clusters Score -5.452063e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 28680 members 
Mstep: Class 3 contains 5821 members 
Mstep: Class 4 contains 58241 members 
Mstep: Class 6 contains 5069 members 
Mstep: Class 7 contains 23938 members 
Mstep: Class 10 contains 37777 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 318972 members 
Mstep: Class 19 contains 2058 members 
Mstep: Class 20 contains 37214 members 
Mstep: Class 21 contains 37974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 13 clusters Score -5.451994e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 28655 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 58531 members 
Mstep: Class 6 contains 5079 members 
Mstep: Class 7 contains 23151 members 
Mstep: Class 10 contains 38159 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 320759 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 37311 members 
Mstep: Class 21 contains 36568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 13 clusters Score -5.451941e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 28615 members 
Mstep: Class 3 contains 6072 members 
Mstep: Class 4 contains 58865 members 
Mstep: Class 6 contains 5092 members 
Mstep: Class 7 contains 22427 members 
Mstep: Class 10 contains 38564 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 322228 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 37431 members 
Mstep: Class 21 contains 35283 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 13 clusters Score -5.451911e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 28558 members 
Mstep: Class 3 contains 6166 members 
Mstep: Class 4 contains 59196 members 
Mstep: Class 6 contains 5105 members 
Mstep: Class 7 contains 21715 members 
Mstep: Class 10 contains 38973 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 323542 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 37564 members 
Mstep: Class 21 contains 34105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 13 clusters Score -5.451865e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 28527 members 
Mstep: Class 3 contains 6265 members 
Mstep: Class 4 contains 59491 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 10 contains 39339 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 324822 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37704 members 
Mstep: Class 21 contains 32968 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 13 clusters Score -5.451812e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 28494 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 59807 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 20405 members 
Mstep: Class 10 contains 39722 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 325903 members 
Mstep: Class 19 contains 1834 members 
Mstep: Class 20 contains 37846 members 
Mstep: Class 21 contains 31880 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 13 clusters Score -5.451776e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 28454 members 
Mstep: Class 3 contains 6438 members 
Mstep: Class 4 contains 60144 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 7 contains 19857 members 
Mstep: Class 10 contains 40113 members 
Mstep: Class 17 contains 2734 members 
Mstep: Class 18 contains 326711 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 37968 members 
Mstep: Class 21 contains 30928 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 13 clusters Score -5.451744e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 28396 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 60455 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 19308 members 
Mstep: Class 10 contains 40492 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 327475 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 30022 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 13 clusters Score -5.451735e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 28350 members 
Mstep: Class 3 contains 6613 members 
Mstep: Class 4 contains 60748 members 
Mstep: Class 6 contains 5126 members 
Mstep: Class 7 contains 18803 members 
Mstep: Class 10 contains 40812 members 
Mstep: Class 17 contains 2816 members 
Mstep: Class 18 contains 328217 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 38196 members 
Mstep: Class 21 contains 29165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 13 clusters Score -5.45172e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 28308 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 61031 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 10 contains 41112 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 328863 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 38279 members 
Mstep: Class 21 contains 28400 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 13 clusters Score -5.451671e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 6791 members 
Mstep: Class 4 contains 61270 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 17960 members 
Mstep: Class 10 contains 41438 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 329443 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 38374 members 
Mstep: Class 21 contains 27662 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 13 clusters Score -5.451652e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 28244 members 
Mstep: Class 3 contains 6887 members 
Mstep: Class 4 contains 61518 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 10 contains 41767 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 329941 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 38432 members 
Mstep: Class 21 contains 26948 members 
Entering Unmasked Estep 
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Iteration 53Q: 13 clusters Score -5.45164e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 28243 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 61723 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 17296 members 
Mstep: Class 10 contains 42070 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 330354 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 38480 members 
Mstep: Class 21 contains 26279 members 
Entering Unmasked Estep 
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Iteration 54Q: 13 clusters Score -5.451613e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 28226 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 61898 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 17008 members 
Mstep: Class 10 contains 42381 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 330752 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 38533 members 
Mstep: Class 21 contains 25634 members 
Entering Unmasked Estep 
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Iteration 55Q: 13 clusters Score -5.451596e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 28203 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 62064 members 
Mstep: Class 6 contains 5131 members 
Mstep: Class 7 contains 16735 members 
Mstep: Class 10 contains 42676 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 331127 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 38587 members 
Mstep: Class 21 contains 24998 members 
Entering Unmasked Estep 
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Iteration 56Q: 13 clusters Score -5.451591e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 28177 members 
Mstep: Class 3 contains 7300 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 6 contains 5131 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 10 contains 42935 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 331473 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 38636 members 
Mstep: Class 21 contains 24386 members 
Entering Unmasked Estep 
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Iteration 57Q: 13 clusters Score -5.451581e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 28178 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 62374 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 10 contains 43176 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 331798 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 38671 members 
Mstep: Class 21 contains 23756 members 
Entering Unmasked Estep 
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Iteration 58Q: 13 clusters Score -5.451574e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 28165 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 62516 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 16057 members 
Mstep: Class 10 contains 43405 members 
Mstep: Class 17 contains 3210 members 
Mstep: Class 18 contains 332082 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 38710 members 
Mstep: Class 21 contains 23185 members 
Entering Unmasked Estep 
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Iteration 59Q: 13 clusters Score -5.451598e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 28179 members 
Mstep: Class 3 contains 7638 members 
Mstep: Class 4 contains 62655 members 
Mstep: Class 6 contains 5135 members 
Mstep: Class 7 contains 15887 members 
Mstep: Class 10 contains 43622 members 
Mstep: Class 17 contains 3272 members 
Mstep: Class 18 contains 332304 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 38738 members 
Mstep: Class 21 contains 22618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 13 clusters Score -5.451592e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 28203 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 62765 members 
Mstep: Class 6 contains 5138 members 
Mstep: Class 7 contains 15737 members 
Mstep: Class 10 contains 43820 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 18 contains 332527 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 38774 members 
Mstep: Class 21 contains 22059 members 
Entering Unmasked Estep 
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Iteration 61Q: 13 clusters Score -5.451578e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 28233 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 62846 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 10 contains 44002 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 332749 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 38793 members 
Mstep: Class 21 contains 21499 members 
Entering Unmasked Estep 
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Iteration 62Q: 13 clusters Score -5.451584e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 28252 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 62938 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 10 contains 44161 members 
Mstep: Class 17 contains 3424 members 
Mstep: Class 18 contains 333006 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 38821 members 
Mstep: Class 21 contains 20942 members 
Entering Unmasked Estep 
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Iteration 63Q: 13 clusters Score -5.451605e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 28245 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 63021 members 
Mstep: Class 6 contains 5155 members 
Mstep: Class 7 contains 15363 members 
Mstep: Class 10 contains 44319 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 333240 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 38858 members 
Mstep: Class 21 contains 20416 members 
Entering Unmasked Estep 
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Iteration 64Q: 13 clusters Score -5.451616e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 28235 members 
Mstep: Class 3 contains 8321 members 
Mstep: Class 4 contains 63107 members 
Mstep: Class 6 contains 5163 members 
Mstep: Class 7 contains 15251 members 
Mstep: Class 10 contains 44474 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 333449 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 38894 members 
Mstep: Class 21 contains 19901 members 
Entering Unmasked Estep 
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Iteration 65Q: 13 clusters Score -5.451616e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 28229 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 63172 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 15161 members 
Mstep: Class 10 contains 44617 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 333665 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 38922 members 
Mstep: Class 21 contains 19411 members 
Entering Unmasked Estep 
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Iteration 66Q: 13 clusters Score -5.451614e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8591 members 
Mstep: Class 4 contains 63249 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 15099 members 
Mstep: Class 10 contains 44734 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 333888 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 38959 members 
Mstep: Class 21 contains 18903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516248.000000 Penalty: 25952.548828
Iteration 67Q: 13 clusters Score -5.451625e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 28208 members 
Mstep: Class 3 contains 8729 members 
Mstep: Class 4 contains 63317 members 
Mstep: Class 6 contains 5176 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 10 contains 44849 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 334062 members 
Mstep: Class 19 contains 1399 members 
Mstep: Class 20 contains 38980 members 
Mstep: Class 21 contains 18432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516268.000000 Penalty: 25952.548828
Iteration 68Q: 13 clusters Score -5.451627e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 28201 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 63383 members 
Mstep: Class 6 contains 5177 members 
Mstep: Class 7 contains 15015 members 
Mstep: Class 10 contains 44964 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 334195 members 
Mstep: Class 19 contains 1394 members 
Mstep: Class 20 contains 38983 members 
Mstep: Class 21 contains 17981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516300.000000 Penalty: 25952.548828
Iteration 69Q: 13 clusters Score -5.45163e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 28209 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 63447 members 
Mstep: Class 6 contains 5178 members 
Mstep: Class 7 contains 14977 members 
Mstep: Class 10 contains 45072 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 334316 members 
Mstep: Class 19 contains 1395 members 
Mstep: Class 20 contains 38980 members 
Mstep: Class 21 contains 17546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516360.000000 Penalty: 25952.548828
Iteration 70Q: 13 clusters Score -5.451636e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 28220 members 
Mstep: Class 3 contains 9185 members 
Mstep: Class 4 contains 63489 members 
Mstep: Class 6 contains 5178 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 10 contains 45171 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 334416 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 38985 members 
Mstep: Class 21 contains 17131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516604.000000 Penalty: 25952.548828
Iteration 71Q: 13 clusters Score -5.45166e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 28213 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 4 contains 63525 members 
Mstep: Class 6 contains 5179 members 
Mstep: Class 7 contains 14912 members 
Mstep: Class 10 contains 45243 members 
Mstep: Class 17 contains 3935 members 
Mstep: Class 18 contains 334561 members 
Mstep: Class 19 contains 1383 members 
Mstep: Class 20 contains 38993 members 
Mstep: Class 21 contains 16719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516636.000000 Penalty: 25952.548828
Iteration 72Q: 13 clusters Score -5.451664e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 28216 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 63561 members 
Mstep: Class 6 contains 5180 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 334690 members 
Mstep: Class 19 contains 1378 members 
Mstep: Class 20 contains 38999 members 
Mstep: Class 21 contains 16319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516840.000000 Penalty: 25952.548828
Iteration 73Q: 13 clusters Score -5.451684e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 28226 members 
Mstep: Class 3 contains 9641 members 
Mstep: Class 4 contains 63598 members 
Mstep: Class 6 contains 5182 members 
Mstep: Class 7 contains 14859 members 
Mstep: Class 10 contains 45424 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 334815 members 
Mstep: Class 19 contains 1378 members 
Mstep: Class 20 contains 38999 members 
Mstep: Class 21 contains 15898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516676.000000 Penalty: 25952.548828
Iteration 74Q: 13 clusters Score -5.451668e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 28232 members 
Mstep: Class 3 contains 9813 members 
Mstep: Class 4 contains 63628 members 
Mstep: Class 6 contains 5187 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 17 contains 4080 members 
Mstep: Class 18 contains 334919 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 38992 members 
Mstep: Class 21 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516772.000000 Penalty: 25952.548828
Iteration 75Q: 13 clusters Score -5.451677e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 28227 members 
Mstep: Class 3 contains 9958 members 
Mstep: Class 4 contains 63653 members 
Mstep: Class 6 contains 5191 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 10 contains 45577 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 335063 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 38984 members 
Mstep: Class 21 contains 15130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516992.000000 Penalty: 25952.548828
Iteration 76Q: 13 clusters Score -5.451699e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 28235 members 
Mstep: Class 3 contains 10095 members 
Mstep: Class 4 contains 63671 members 
Mstep: Class 6 contains 5194 members 
Mstep: Class 7 contains 14793 members 
Mstep: Class 10 contains 45624 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 335215 members 
Mstep: Class 19 contains 1375 members 
Mstep: Class 20 contains 38973 members 
Mstep: Class 21 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54517076.000000 Penalty: 25952.548828
Iteration 77Q: 13 clusters Score -5.451708e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 28227 members 
Mstep: Class 3 contains 10213 members 
Mstep: Class 4 contains 63682 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 14778 members 
Mstep: Class 10 contains 45675 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 335385 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 38952 members 
Mstep: Class 21 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54517032.000000 Penalty: 25952.548828
Iteration 78Q: 13 clusters Score -5.451703e+07 nChanged 849
Entering ConstructFrom: 
Score: -54517032.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (40323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Entering Unmasked Estep 
Score: -3767597.250000 Penalty: 1723.260010
	Iteration 0F: 2 clusters Score -3767597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3740539.500000 Penalty: 3446.520020
	Iteration 0F: 3 clusters Score -3740540 nChanged 18838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3751023.250000 Penalty: 3446.520020
	Iteration 1F: 3 clusters Score -3751023 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -3751768.250000 Penalty: 3446.520020
	Iteration 2Q: 3 clusters Score -3751768 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3752608.750000 Penalty: 3446.520020
	Iteration 3Q: 3 clusters Score -3752609 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3753475.250000 Penalty: 3446.520020
	Iteration 4Q: 3 clusters Score -3753475 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3754411.500000 Penalty: 3446.520020
	Iteration 5F: 3 clusters Score -3754412 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3755530.250000 Penalty: 3446.520020
	Iteration 6F: 3 clusters Score -3755530 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3756933.500000 Penalty: 3446.520020
	Iteration 7F: 3 clusters Score -3756934 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3758514.750000 Penalty: 3446.520020
	Iteration 8F: 3 clusters Score -3758515 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3760117.750000 Penalty: 3446.520020
	Iteration 9F: 3 clusters Score -3760118 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3761330.750000 Penalty: 3446.520020
	Iteration 10Q: 3 clusters Score -3761331 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3762013.750000 Penalty: 3446.520020
	Iteration 11Q: 3 clusters Score -3762014 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3762370.750000 Penalty: 3446.520020
	Iteration 12Q: 3 clusters Score -3762371 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3762635.000000 Penalty: 3446.520020
	Iteration 13Q: 3 clusters Score -3762635 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3762860.000000 Penalty: 3446.520020
	Iteration 14Q: 3 clusters Score -3762860 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3763087.250000 Penalty: 3446.520020
	Iteration 15Q: 3 clusters Score -3763087 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -3763312.750000 Penalty: 3446.520020
	Iteration 16Q: 3 clusters Score -3763313 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3763533.000000 Penalty: 3446.520020
	Iteration 17Q: 3 clusters Score -3763533 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3763780.750000 Penalty: 3446.520020
	Iteration 18Q: 3 clusters Score -3763781 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3764022.500000 Penalty: 3446.520020
	Iteration 19Q: 3 clusters Score -3764022 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3764285.000000 Penalty: 3446.520020
	Iteration 20F: 3 clusters Score -3764285 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3764606.250000 Penalty: 3446.520020
	Iteration 21Q: 3 clusters Score -3764606 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -3764893.250000 Penalty: 3446.520020
	Iteration 22Q: 3 clusters Score -3764893 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -3765173.000000 Penalty: 3446.520020
	Iteration 23Q: 3 clusters Score -3765173 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -3765363.000000 Penalty: 3446.520020
	Iteration 24Q: 3 clusters Score -3765363 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -3765564.750000 Penalty: 3446.520020
	Iteration 25Q: 3 clusters Score -3765565 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -3765781.250000 Penalty: 3446.520020
	Iteration 26Q: 3 clusters Score -3765781 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -3765928.000000 Penalty: 3446.520020
	Iteration 27Q: 3 clusters Score -3765928 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -3766079.000000 Penalty: 3446.520020
	Iteration 28Q: 3 clusters Score -3766079 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3766204.750000 Penalty: 3446.520020
	Iteration 29Q: 3 clusters Score -3766205 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -3766348.750000 Penalty: 3446.520020
	Iteration 30Q: 3 clusters Score -3766349 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -3766479.500000 Penalty: 3446.520020
	Iteration 31Q: 3 clusters Score -3766480 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -3766575.000000 Penalty: 3446.520020
	Iteration 32Q: 3 clusters Score -3766575 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -3766661.250000 Penalty: 3446.520020
	Iteration 33Q: 3 clusters Score -3766661 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -3766737.000000 Penalty: 3446.520020
	Iteration 34Q: 3 clusters Score -3766737 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -3766811.250000 Penalty: 3446.520020
	Iteration 35Q: 3 clusters Score -3766811 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -3766881.250000 Penalty: 3446.520020
	Iteration 36Q: 3 clusters Score -3766881 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -3766932.500000 Penalty: 3446.520020
	Iteration 37Q: 3 clusters Score -3766932 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -3766966.250000 Penalty: 3446.520020
	Iteration 38Q: 3 clusters Score -3766966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -3767012.250000 Penalty: 3446.520020
	Iteration 39Q: 3 clusters Score -3767012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -3767045.000000 Penalty: 3446.520020
	Iteration 40F: 3 clusters Score -3767045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -3767058.250000 Penalty: 3446.520020
	Iteration 41Q: 3 clusters Score -3767058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -3767073.750000 Penalty: 3446.520020
	Iteration 42Q: 3 clusters Score -3767074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -3767087.250000 Penalty: 3446.520020
	Iteration 43Q: 3 clusters Score -3767087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -3767102.750000 Penalty: 3446.520020
	Iteration 44Q: 3 clusters Score -3767103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -3767127.500000 Penalty: 3446.520020
	Iteration 45Q: 3 clusters Score -3767128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -3767133.500000 Penalty: 3446.520020
	Iteration 46Q: 3 clusters Score -3767134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -3767132.000000 Penalty: 3446.520020
	Iteration 47Q: 3 clusters Score -3767132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -3767126.250000 Penalty: 3446.520020
	Iteration 48Q: 3 clusters Score -3767126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -3767133.500000 Penalty: 3446.520020
	Iteration 49Q: 3 clusters Score -3767134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -3767130.500000 Penalty: 3446.520020
	Iteration 50Q: 3 clusters Score -3767130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -3767134.000000 Penalty: 3446.520020
	Iteration 51Q: 3 clusters Score -3767134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -3767133.250000 Penalty: 3446.520020
	Iteration 52Q: 3 clusters Score -3767133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -3767134.250000 Penalty: 3446.520020
	Iteration 53Q: 3 clusters Score -3767134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -3767134.250000 Penalty: 3446.520020
	Iteration 54F: 3 clusters Score -3767134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Entering Unmasked Estep 
Score: -2537961.000000 Penalty: 1665.259521
	Iteration 0F: 2 clusters Score -2537961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2519056.500000 Penalty: 3330.519043
	Iteration 0F: 3 clusters Score -2519056 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2526003.750000 Penalty: 3330.519043
	Iteration 1F: 3 clusters Score -2526004 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2526295.250000 Penalty: 3330.519043
	Iteration 2Q: 3 clusters Score -2526295 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2526580.750000 Penalty: 3330.519043
	Iteration 3Q: 3 clusters Score -2526581 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2526867.750000 Penalty: 3330.519043
	Iteration 4Q: 3 clusters Score -2526868 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2527196.750000 Penalty: 3330.519043
	Iteration 5Q: 3 clusters Score -2527197 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2527675.500000 Penalty: 3330.519043
	Iteration 6Q: 3 clusters Score -2527676 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2528300.000000 Penalty: 3330.519043
	Iteration 7Q: 3 clusters Score -2528300 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2529144.750000 Penalty: 3330.519043
	Iteration 8Q: 3 clusters Score -2529145 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2530138.500000 Penalty: 3330.519043
	Iteration 9F: 3 clusters Score -2530138 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2531146.750000 Penalty: 3330.519043
	Iteration 10F: 3 clusters Score -2531147 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2532146.250000 Penalty: 3330.519043
	Iteration 11F: 3 clusters Score -2532146 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2532994.000000 Penalty: 3330.519043
	Iteration 12Q: 3 clusters Score -2532994 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2533755.500000 Penalty: 3330.519043
	Iteration 13Q: 3 clusters Score -2533756 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2534387.500000 Penalty: 3330.519043
	Iteration 14Q: 3 clusters Score -2534388 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2534950.250000 Penalty: 3330.519043
	Iteration 15Q: 3 clusters Score -2534950 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2535373.750000 Penalty: 3330.519043
	Iteration 16Q: 3 clusters Score -2535374 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2535740.500000 Penalty: 3330.519043
	Iteration 17Q: 3 clusters Score -2535740 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2536014.500000 Penalty: 3330.519043
	Iteration 18Q: 3 clusters Score -2536014 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2536188.250000 Penalty: 3330.519043
	Iteration 19Q: 3 clusters Score -2536188 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2536306.000000 Penalty: 3330.519043
	Iteration 20F: 3 clusters Score -2536306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2536388.000000 Penalty: 3330.519043
	Iteration 21Q: 3 clusters Score -2536388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2536435.250000 Penalty: 3330.519043
	Iteration 22Q: 3 clusters Score -2536435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2536469.250000 Penalty: 3330.519043
	Iteration 23Q: 3 clusters Score -2536469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2536485.000000 Penalty: 3330.519043
	Iteration 24Q: 3 clusters Score -2536485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2536497.750000 Penalty: 3330.519043
	Iteration 25Q: 3 clusters Score -2536498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2536505.000000 Penalty: 3330.519043
	Iteration 26Q: 3 clusters Score -2536505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2536511.750000 Penalty: 3330.519043
	Iteration 27Q: 3 clusters Score -2536512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2536516.500000 Penalty: 3330.519043
	Iteration 28Q: 3 clusters Score -2536516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2536516.250000 Penalty: 3330.519043
	Iteration 29Q: 3 clusters Score -2536516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2536517.500000 Penalty: 3330.519043
	Iteration 30Q: 3 clusters Score -2536518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2536518.000000 Penalty: 3330.519043
	Iteration 31Q: 3 clusters Score -2536518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2536519.500000 Penalty: 3330.519043
	Iteration 32Q: 3 clusters Score -2536520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2536521.250000 Penalty: 3330.519043
	Iteration 33Q: 3 clusters Score -2536521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2536525.750000 Penalty: 3330.519043
	Iteration 34Q: 3 clusters Score -2536526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2536527.000000 Penalty: 3330.519043
	Iteration 35Q: 3 clusters Score -2536527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2536530.250000 Penalty: 3330.519043
	Iteration 36Q: 3 clusters Score -2536530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2536529.500000 Penalty: 3330.519043
	Iteration 37Q: 3 clusters Score -2536530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2536532.750000 Penalty: 3330.519043
	Iteration 38Q: 3 clusters Score -2536533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2536532.750000 Penalty: 3330.519043
	Iteration 39F: 3 clusters Score -2536533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Entering Unmasked Estep 
Score: -981494.687500 Penalty: 1502.317627
	Iteration 0F: 2 clusters Score -981494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -974032.500000 Penalty: 3004.635254
	Iteration 0F: 3 clusters Score -974032.5 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -976407.437500 Penalty: 3004.635254
	Iteration 1F: 3 clusters Score -976407.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -976636.750000 Penalty: 3004.635254
	Iteration 2F: 3 clusters Score -976636.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -976805.375000 Penalty: 3004.635254
	Iteration 3Q: 3 clusters Score -976805.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -976945.562500 Penalty: 3004.635254
	Iteration 4Q: 3 clusters Score -976945.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -977095.062500 Penalty: 3004.635254
	Iteration 5Q: 3 clusters Score -977095.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -977238.812500 Penalty: 3004.635254
	Iteration 6Q: 3 clusters Score -977238.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -977403.687500 Penalty: 3004.635254
	Iteration 7Q: 3 clusters Score -977403.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -977553.250000 Penalty: 3004.635254
	Iteration 8Q: 3 clusters Score -977553.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -977719.625000 Penalty: 3004.635254
	Iteration 9Q: 3 clusters Score -977719.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -977921.562500 Penalty: 3004.635254
	Iteration 10Q: 3 clusters Score -977921.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -978155.937500 Penalty: 3004.635254
	Iteration 11Q: 3 clusters Score -978155.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -978395.437500 Penalty: 3004.635254
	Iteration 12Q: 3 clusters Score -978395.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -978637.187500 Penalty: 3004.635254
	Iteration 13Q: 3 clusters Score -978637.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -978892.500000 Penalty: 3004.635254
	Iteration 14Q: 3 clusters Score -978892.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -979134.750000 Penalty: 3004.635254
	Iteration 15Q: 3 clusters Score -979134.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -979316.250000 Penalty: 3004.635254
	Iteration 16Q: 3 clusters Score -979316.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -979482.250000 Penalty: 3004.635254
	Iteration 17Q: 3 clusters Score -979482.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -979597.125000 Penalty: 3004.635254
	Iteration 18Q: 3 clusters Score -979597.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -979679.437500 Penalty: 3004.635254
	Iteration 19Q: 3 clusters Score -979679.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -979743.000000 Penalty: 3004.635254
	Iteration 20F: 3 clusters Score -979743 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -979787.187500 Penalty: 3004.635254
	Iteration 21Q: 3 clusters Score -979787.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -979814.562500 Penalty: 3004.635254
	Iteration 22Q: 3 clusters Score -979814.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -979849.750000 Penalty: 3004.635254
	Iteration 23Q: 3 clusters Score -979849.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -979883.062500 Penalty: 3004.635254
	Iteration 24Q: 3 clusters Score -979883.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -979928.062500 Penalty: 3004.635254
	Iteration 25Q: 3 clusters Score -979928.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -979964.687500 Penalty: 3004.635254
	Iteration 26Q: 3 clusters Score -979964.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -979988.687500 Penalty: 3004.635254
	Iteration 27Q: 3 clusters Score -979988.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -980009.687500 Penalty: 3004.635254
	Iteration 28Q: 3 clusters Score -980009.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -980032.625000 Penalty: 3004.635254
	Iteration 29Q: 3 clusters Score -980032.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -980059.000000 Penalty: 3004.635254
	Iteration 30Q: 3 clusters Score -980059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -980079.375000 Penalty: 3004.635254
	Iteration 31Q: 3 clusters Score -980079.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -980098.500000 Penalty: 3004.635254
	Iteration 32Q: 3 clusters Score -980098.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -980114.750000 Penalty: 3004.635254
	Iteration 33Q: 3 clusters Score -980114.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -980130.875000 Penalty: 3004.635254
	Iteration 34Q: 3 clusters Score -980130.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -980145.187500 Penalty: 3004.635254
	Iteration 35Q: 3 clusters Score -980145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -980152.000000 Penalty: 3004.635254
	Iteration 36Q: 3 clusters Score -980152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -980157.375000 Penalty: 3004.635254
	Iteration 37Q: 3 clusters Score -980157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -980158.750000 Penalty: 3004.635254
	Iteration 38Q: 3 clusters Score -980158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -980159.625000 Penalty: 3004.635254
	Iteration 39Q: 3 clusters Score -980159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -980160.375000 Penalty: 3004.635254
	Iteration 40F: 3 clusters Score -980160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -980160.187500 Penalty: 3004.635254
	Iteration 41Q: 3 clusters Score -980160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -980160.187500 Penalty: 3004.635254
	Iteration 42F: 3 clusters Score -980160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Entering Unmasked Estep 
Score: -5953706.500000 Penalty: 1797.560181
	Iteration 0F: 2 clusters Score -5953706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5911082.500000 Penalty: 3595.120361
	Iteration 0F: 3 clusters Score -5911082 nChanged 30187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -5928796.000000 Penalty: 3595.120361
	Iteration 1F: 3 clusters Score -5928796 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -5929746.500000 Penalty: 3595.120361
	Iteration 2Q: 3 clusters Score -5929746 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -5931263.500000 Penalty: 3595.120361
	Iteration 3F: 3 clusters Score -5931264 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -5933661.500000 Penalty: 3595.120361
	Iteration 4F: 3 clusters Score -5933662 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -5937407.000000 Penalty: 3595.120361
	Iteration 5F: 3 clusters Score -5937407 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -5941973.000000 Penalty: 3595.120361
	Iteration 6F: 3 clusters Score -5941973 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -5945739.000000 Penalty: 3595.120361
	Iteration 7F: 3 clusters Score -5945739 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -5948093.000000 Penalty: 3595.120361
	Iteration 8Q: 3 clusters Score -5948093 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -5949348.000000 Penalty: 3595.120361
	Iteration 9Q: 3 clusters Score -5949348 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -5950080.500000 Penalty: 3595.120361
	Iteration 10Q: 3 clusters Score -5950080 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -5950605.500000 Penalty: 3595.120361
	Iteration 11Q: 3 clusters Score -5950606 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -5951038.500000 Penalty: 3595.120361
	Iteration 12Q: 3 clusters Score -5951038 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -5951324.500000 Penalty: 3595.120361
	Iteration 13Q: 3 clusters Score -5951324 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -5951561.500000 Penalty: 3595.120361
	Iteration 14Q: 3 clusters Score -5951562 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -5951728.500000 Penalty: 3595.120361
	Iteration 15Q: 3 clusters Score -5951728 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -5951839.000000 Penalty: 3595.120361
	Iteration 16Q: 3 clusters Score -5951839 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -5951935.500000 Penalty: 3595.120361
	Iteration 17Q: 3 clusters Score -5951936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -5951967.000000 Penalty: 3595.120361
	Iteration 18Q: 3 clusters Score -5951967 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -5952022.000000 Penalty: 3595.120361
	Iteration 19Q: 3 clusters Score -5952022 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -5952094.500000 Penalty: 3595.120361
	Iteration 20F: 3 clusters Score -5952094 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -5952141.000000 Penalty: 3595.120361
	Iteration 21Q: 3 clusters Score -5952141 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -5952171.000000 Penalty: 3595.120361
	Iteration 22Q: 3 clusters Score -5952171 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -5952191.000000 Penalty: 3595.120361
	Iteration 23Q: 3 clusters Score -5952191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -5952208.500000 Penalty: 3595.120361
	Iteration 24Q: 3 clusters Score -5952208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -5952233.500000 Penalty: 3595.120361
	Iteration 25Q: 3 clusters Score -5952234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -5952248.000000 Penalty: 3595.120361
	Iteration 26Q: 3 clusters Score -5952248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -5952249.500000 Penalty: 3595.120361
	Iteration 27Q: 3 clusters Score -5952250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -5952261.000000 Penalty: 3595.120361
	Iteration 28Q: 3 clusters Score -5952261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -5952269.500000 Penalty: 3595.120361
	Iteration 29Q: 3 clusters Score -5952270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -5952273.500000 Penalty: 3595.120361
	Iteration 30Q: 3 clusters Score -5952274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -5952292.500000 Penalty: 3595.120361
	Iteration 31Q: 3 clusters Score -5952292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -5952300.000000 Penalty: 3595.120361
	Iteration 32Q: 3 clusters Score -5952300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -5952304.500000 Penalty: 3595.120361
	Iteration 33Q: 3 clusters Score -5952304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -5952339.000000 Penalty: 3595.120361
	Iteration 34Q: 3 clusters Score -5952339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -5952346.500000 Penalty: 3595.120361
	Iteration 35Q: 3 clusters Score -5952346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -5952350.500000 Penalty: 3595.120361
	Iteration 36Q: 3 clusters Score -5952350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -5952363.500000 Penalty: 3595.120361
	Iteration 37Q: 3 clusters Score -5952364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -5952369.500000 Penalty: 3595.120361
	Iteration 38Q: 3 clusters Score -5952370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -5952381.500000 Penalty: 3595.120361
	Iteration 39Q: 3 clusters Score -5952382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -5952393.000000 Penalty: 3595.120361
	Iteration 40F: 3 clusters Score -5952393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -5952394.500000 Penalty: 3595.120361
	Iteration 41Q: 3 clusters Score -5952394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -5952402.000000 Penalty: 3595.120361
	Iteration 42Q: 3 clusters Score -5952402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -5952402.500000 Penalty: 3595.120361
	Iteration 43Q: 3 clusters Score -5952402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -5952403.000000 Penalty: 3595.120361
	Iteration 44Q: 3 clusters Score -5952403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -5952403.500000 Penalty: 3595.120361
	Iteration 45Q: 3 clusters Score -5952404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -5952402.500000 Penalty: 3595.120361
	Iteration 46Q: 3 clusters Score -5952402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -5952410.000000 Penalty: 3595.120361
	Iteration 47Q: 3 clusters Score -5952410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -5952408.500000 Penalty: 3595.120361
	Iteration 48Q: 3 clusters Score -5952408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -5952407.500000 Penalty: 3595.120361
	Iteration 49Q: 3 clusters Score -5952408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -5952409.000000 Penalty: 3595.120361
	Iteration 50Q: 3 clusters Score -5952409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -5952413.000000 Penalty: 3595.120361
	Iteration 51Q: 3 clusters Score -5952413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -5952418.500000 Penalty: 3595.120361
	Iteration 52Q: 3 clusters Score -5952418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -5952427.000000 Penalty: 3595.120361
	Iteration 53Q: 3 clusters Score -5952427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -5952417.000000 Penalty: 3595.120361
	Iteration 54Q: 3 clusters Score -5952417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -5952418.000000 Penalty: 3595.120361
	Iteration 55Q: 3 clusters Score -5952418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -5952414.500000 Penalty: 3595.120361
	Iteration 56Q: 3 clusters Score -5952414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -5952414.000000 Penalty: 3595.120361
	Iteration 57Q: 3 clusters Score -5952414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -5952407.500000 Penalty: 3595.120361
	Iteration 58Q: 3 clusters Score -5952408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -5952413.500000 Penalty: 3595.120361
	Iteration 59Q: 3 clusters Score -5952414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -5952420.000000 Penalty: 3595.120361
	Iteration 60F: 3 clusters Score -5952420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -5952414.500000 Penalty: 3595.120361
	Iteration 61Q: 3 clusters Score -5952414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -5952422.500000 Penalty: 3595.120361
	Iteration 62Q: 3 clusters Score -5952422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -5952423.000000 Penalty: 3595.120361
	Iteration 63Q: 3 clusters Score -5952423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -5952422.000000 Penalty: 3595.120361
	Iteration 64Q: 3 clusters Score -5952422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -5952424.000000 Penalty: 3595.120361
	Iteration 65Q: 3 clusters Score -5952424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -5952427.500000 Penalty: 3595.120361
	Iteration 66Q: 3 clusters Score -5952428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -5952418.500000 Penalty: 3595.120361
	Iteration 67Q: 3 clusters Score -5952418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -5952418.500000 Penalty: 3595.120361
	Iteration 68Q: 3 clusters Score -5952418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -5952424.500000 Penalty: 3595.120361
	Iteration 69Q: 3 clusters Score -5952424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -5952424.000000 Penalty: 3595.120361
	Iteration 70Q: 3 clusters Score -5952424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -5952427.500000 Penalty: 3595.120361
	Iteration 71Q: 3 clusters Score -5952428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -5952427.500000 Penalty: 3595.120361
	Iteration 72F: 3 clusters Score -5952428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -441600.343750 Penalty: 1390.635864
	Iteration 0F: 2 clusters Score -441600.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -437612.812500 Penalty: 2781.271729
	Iteration 0F: 3 clusters Score -437612.8 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -439204.687500 Penalty: 2781.271729
	Iteration 1F: 3 clusters Score -439204.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -439804.062500 Penalty: 2781.271729
	Iteration 2F: 3 clusters Score -439804.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -440477.843750 Penalty: 2781.271729
	Iteration 3F: 3 clusters Score -440477.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -441097.218750 Penalty: 2781.271729
	Iteration 4F: 3 clusters Score -441097.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -441580.562500 Penalty: 2781.271729
	Iteration 5F: 3 clusters Score -441580.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -441843.687500 Penalty: 2781.271729
	Iteration 6Q: 3 clusters Score -441843.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -441970.906250 Penalty: 2781.271729
	Iteration 7Q: 3 clusters Score -441970.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -442012.218750 Penalty: 2781.271729
	Iteration 8Q: 3 clusters Score -442012.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -442033.187500 Penalty: 2781.271729
	Iteration 9Q: 3 clusters Score -442033.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -442040.937500 Penalty: 2781.271729
	Iteration 10Q: 3 clusters Score -442040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -442042.250000 Penalty: 2781.271729
	Iteration 11Q: 3 clusters Score -442042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -442044.468750 Penalty: 2781.271729
	Iteration 12Q: 3 clusters Score -442044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -442047.562500 Penalty: 2781.271729
	Iteration 13Q: 3 clusters Score -442047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -442048.875000 Penalty: 2781.271729
	Iteration 14Q: 3 clusters Score -442048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -442050.281250 Penalty: 2781.271729
	Iteration 15Q: 3 clusters Score -442050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -442050.031250 Penalty: 2781.271729
	Iteration 16Q: 3 clusters Score -442050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -442050.031250 Penalty: 2781.271729
	Iteration 17F: 3 clusters Score -442050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 28219 members 
Mstep: Class 3 contains 10353 members 
Mstep: Class 4 contains 63698 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 14761 members 
Mstep: Class 10 contains 45722 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 335540 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 38929 members 
Mstep: Class 21 contains 14213 members 
Entering Unmasked Estep 
Score: -54516544.000000 Penalty: 28115.259766
Splitting cluster 6 changes total score from -54517032.000000 to -54516544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (14761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Entering Unmasked Estep 
Score: -1397924.875000 Penalty: 1559.958374
	Iteration 0F: 2 clusters Score -1397925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1387596.375000 Penalty: 3119.916748
	Iteration 0F: 3 clusters Score -1387596 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1391223.000000 Penalty: 3119.916748
	Iteration 1F: 3 clusters Score -1391223 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1391602.125000 Penalty: 3119.916748
	Iteration 2F: 3 clusters Score -1391602 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1392053.750000 Penalty: 3119.916748
	Iteration 3F: 3 clusters Score -1392054 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1392603.000000 Penalty: 3119.916748
	Iteration 4F: 3 clusters Score -1392603 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1393251.250000 Penalty: 3119.916748
	Iteration 5F: 3 clusters Score -1393251 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1394016.000000 Penalty: 3119.916748
	Iteration 6F: 3 clusters Score -1394016 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1394786.750000 Penalty: 3119.916748
	Iteration 7F: 3 clusters Score -1394787 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1395392.375000 Penalty: 3119.916748
	Iteration 8Q: 3 clusters Score -1395392 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1395826.625000 Penalty: 3119.916748
	Iteration 9Q: 3 clusters Score -1395827 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1396053.875000 Penalty: 3119.916748
	Iteration 10Q: 3 clusters Score -1396054 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1396181.625000 Penalty: 3119.916748
	Iteration 11Q: 3 clusters Score -1396182 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1396245.875000 Penalty: 3119.916748
	Iteration 12Q: 3 clusters Score -1396246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1396282.250000 Penalty: 3119.916748
	Iteration 13Q: 3 clusters Score -1396282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1396317.375000 Penalty: 3119.916748
	Iteration 14Q: 3 clusters Score -1396317 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1396337.125000 Penalty: 3119.916748
	Iteration 15Q: 3 clusters Score -1396337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1396365.750000 Penalty: 3119.916748
	Iteration 16Q: 3 clusters Score -1396366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1396379.375000 Penalty: 3119.916748
	Iteration 17Q: 3 clusters Score -1396379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1396395.625000 Penalty: 3119.916748
	Iteration 18Q: 3 clusters Score -1396396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1396407.625000 Penalty: 3119.916748
	Iteration 19Q: 3 clusters Score -1396408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1396422.000000 Penalty: 3119.916748
	Iteration 20F: 3 clusters Score -1396422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1396430.750000 Penalty: 3119.916748
	Iteration 21Q: 3 clusters Score -1396431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1396440.500000 Penalty: 3119.916748
	Iteration 22Q: 3 clusters Score -1396440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1396447.750000 Penalty: 3119.916748
	Iteration 23Q: 3 clusters Score -1396448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1396461.125000 Penalty: 3119.916748
	Iteration 24Q: 3 clusters Score -1396461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1396467.750000 Penalty: 3119.916748
	Iteration 25Q: 3 clusters Score -1396468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1396474.000000 Penalty: 3119.916748
	Iteration 26Q: 3 clusters Score -1396474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1396481.250000 Penalty: 3119.916748
	Iteration 27Q: 3 clusters Score -1396481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1396491.000000 Penalty: 3119.916748
	Iteration 28Q: 3 clusters Score -1396491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1396501.500000 Penalty: 3119.916748
	Iteration 29Q: 3 clusters Score -1396502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1396507.250000 Penalty: 3119.916748
	Iteration 30Q: 3 clusters Score -1396507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1396509.000000 Penalty: 3119.916748
	Iteration 31Q: 3 clusters Score -1396509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1396513.500000 Penalty: 3119.916748
	Iteration 32Q: 3 clusters Score -1396514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1396512.000000 Penalty: 3119.916748
	Iteration 33Q: 3 clusters Score -1396512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1396521.875000 Penalty: 3119.916748
	Iteration 34Q: 3 clusters Score -1396522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1396530.625000 Penalty: 3119.916748
	Iteration 35Q: 3 clusters Score -1396531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1396535.375000 Penalty: 3119.916748
	Iteration 36Q: 3 clusters Score -1396535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1396541.500000 Penalty: 3119.916748
	Iteration 37Q: 3 clusters Score -1396542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1396549.125000 Penalty: 3119.916748
	Iteration 38Q: 3 clusters Score -1396549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1396561.000000 Penalty: 3119.916748
	Iteration 39Q: 3 clusters Score -1396561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1396573.000000 Penalty: 3119.916748
	Iteration 40F: 3 clusters Score -1396573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1396583.375000 Penalty: 3119.916748
	Iteration 41Q: 3 clusters Score -1396583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1396595.500000 Penalty: 3119.916748
	Iteration 42Q: 3 clusters Score -1396596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1396603.875000 Penalty: 3119.916748
	Iteration 43Q: 3 clusters Score -1396604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1396618.250000 Penalty: 3119.916748
	Iteration 44Q: 3 clusters Score -1396618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1396627.500000 Penalty: 3119.916748
	Iteration 45Q: 3 clusters Score -1396628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1396637.375000 Penalty: 3119.916748
	Iteration 46Q: 3 clusters Score -1396637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1396646.625000 Penalty: 3119.916748
	Iteration 47Q: 3 clusters Score -1396647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1396660.625000 Penalty: 3119.916748
	Iteration 48Q: 3 clusters Score -1396661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1396668.625000 Penalty: 3119.916748
	Iteration 49Q: 3 clusters Score -1396669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1396675.500000 Penalty: 3119.916748
	Iteration 50Q: 3 clusters Score -1396676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1396686.000000 Penalty: 3119.916748
	Iteration 51Q: 3 clusters Score -1396686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1396689.875000 Penalty: 3119.916748
	Iteration 52Q: 3 clusters Score -1396690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1396697.375000 Penalty: 3119.916748
	Iteration 53Q: 3 clusters Score -1396697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1396697.000000 Penalty: 3119.916748
	Iteration 54Q: 3 clusters Score -1396697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1396699.375000 Penalty: 3119.916748
	Iteration 55Q: 3 clusters Score -1396699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1396710.125000 Penalty: 3119.916748
	Iteration 56Q: 3 clusters Score -1396710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1396714.000000 Penalty: 3119.916748
	Iteration 57Q: 3 clusters Score -1396714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1396717.250000 Penalty: 3119.916748
	Iteration 58Q: 3 clusters Score -1396717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1396723.250000 Penalty: 3119.916748
	Iteration 59Q: 3 clusters Score -1396723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1396727.250000 Penalty: 3119.916748
	Iteration 60F: 3 clusters Score -1396727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1396727.875000 Penalty: 3119.916748
	Iteration 61Q: 3 clusters Score -1396728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1396730.125000 Penalty: 3119.916748
	Iteration 62Q: 3 clusters Score -1396730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1396730.500000 Penalty: 3119.916748
	Iteration 63Q: 3 clusters Score -1396730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1396735.750000 Penalty: 3119.916748
	Iteration 64Q: 3 clusters Score -1396736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1396741.250000 Penalty: 3119.916748
	Iteration 65Q: 3 clusters Score -1396741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1396744.625000 Penalty: 3119.916748
	Iteration 66Q: 3 clusters Score -1396745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1396748.750000 Penalty: 3119.916748
	Iteration 67Q: 3 clusters Score -1396749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1396751.000000 Penalty: 3119.916748
	Iteration 68Q: 3 clusters Score -1396751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1396748.375000 Penalty: 3119.916748
	Iteration 69Q: 3 clusters Score -1396748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1396752.750000 Penalty: 3119.916748
	Iteration 70Q: 3 clusters Score -1396753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1396752.875000 Penalty: 3119.916748
	Iteration 71Q: 3 clusters Score -1396753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1396756.875000 Penalty: 3119.916748
	Iteration 72Q: 3 clusters Score -1396757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1396755.625000 Penalty: 3119.916748
	Iteration 73Q: 3 clusters Score -1396756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1396757.625000 Penalty: 3119.916748
	Iteration 74Q: 3 clusters Score -1396758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1396757.625000 Penalty: 3119.916748
	Iteration 75F: 3 clusters Score -1396758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Entering Unmasked Estep 
Score: -4267521.500000 Penalty: 1743.679443
	Iteration 0F: 2 clusters Score -4267522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4236957.000000 Penalty: 3487.358887
	Iteration 0F: 3 clusters Score -4236957 nChanged 21296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4248724.500000 Penalty: 3487.358887
	Iteration 1F: 3 clusters Score -4248724 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4249139.500000 Penalty: 3487.358887
	Iteration 2Q: 3 clusters Score -4249140 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -4249585.000000 Penalty: 3487.358887
	Iteration 3Q: 3 clusters Score -4249585 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4250124.500000 Penalty: 3487.358887
	Iteration 4Q: 3 clusters Score -4250124 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4250848.500000 Penalty: 3487.358887
	Iteration 5Q: 3 clusters Score -4250848 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4251996.000000 Penalty: 3487.358887
	Iteration 6Q: 3 clusters Score -4251996 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4253722.500000 Penalty: 3487.358887
	Iteration 7F: 3 clusters Score -4253722 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4256024.500000 Penalty: 3487.358887
	Iteration 8F: 3 clusters Score -4256024 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4258532.500000 Penalty: 3487.358887
	Iteration 9F: 3 clusters Score -4258532 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4260085.500000 Penalty: 3487.358887
	Iteration 10F: 3 clusters Score -4260086 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4260708.500000 Penalty: 3487.358887
	Iteration 11Q: 3 clusters Score -4260708 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4261041.500000 Penalty: 3487.358887
	Iteration 12Q: 3 clusters Score -4261042 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4261225.000000 Penalty: 3487.358887
	Iteration 13Q: 3 clusters Score -4261225 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4261393.000000 Penalty: 3487.358887
	Iteration 14Q: 3 clusters Score -4261393 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4261562.000000 Penalty: 3487.358887
	Iteration 15Q: 3 clusters Score -4261562 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4261724.500000 Penalty: 3487.358887
	Iteration 16Q: 3 clusters Score -4261724 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -4261836.000000 Penalty: 3487.358887
	Iteration 17Q: 3 clusters Score -4261836 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4261938.000000 Penalty: 3487.358887
	Iteration 18Q: 3 clusters Score -4261938 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4262040.000000 Penalty: 3487.358887
	Iteration 19Q: 3 clusters Score -4262040 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4262120.500000 Penalty: 3487.358887
	Iteration 20F: 3 clusters Score -4262120 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4262260.000000 Penalty: 3487.358887
	Iteration 21Q: 3 clusters Score -4262260 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4262386.500000 Penalty: 3487.358887
	Iteration 22Q: 3 clusters Score -4262386 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4262503.500000 Penalty: 3487.358887
	Iteration 23Q: 3 clusters Score -4262504 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4262646.500000 Penalty: 3487.358887
	Iteration 24Q: 3 clusters Score -4262646 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4262824.500000 Penalty: 3487.358887
	Iteration 25Q: 3 clusters Score -4262824 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4262988.000000 Penalty: 3487.358887
	Iteration 26Q: 3 clusters Score -4262988 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -4263136.500000 Penalty: 3487.358887
	Iteration 27Q: 3 clusters Score -4263136 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4263285.500000 Penalty: 3487.358887
	Iteration 28Q: 3 clusters Score -4263286 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4263456.000000 Penalty: 3487.358887
	Iteration 29Q: 3 clusters Score -4263456 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -4263597.500000 Penalty: 3487.358887
	Iteration 30Q: 3 clusters Score -4263598 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -4263776.000000 Penalty: 3487.358887
	Iteration 31Q: 3 clusters Score -4263776 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4263960.500000 Penalty: 3487.358887
	Iteration 32Q: 3 clusters Score -4263960 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4264135.500000 Penalty: 3487.358887
	Iteration 33Q: 3 clusters Score -4264136 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4264245.000000 Penalty: 3487.358887
	Iteration 34Q: 3 clusters Score -4264245 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4264398.500000 Penalty: 3487.358887
	Iteration 35Q: 3 clusters Score -4264398 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4264492.000000 Penalty: 3487.358887
	Iteration 36Q: 3 clusters Score -4264492 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -4264587.500000 Penalty: 3487.358887
	Iteration 37Q: 3 clusters Score -4264588 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4264669.000000 Penalty: 3487.358887
	Iteration 38Q: 3 clusters Score -4264669 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -4264746.000000 Penalty: 3487.358887
	Iteration 39Q: 3 clusters Score -4264746 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -4264821.000000 Penalty: 3487.358887
	Iteration 40F: 3 clusters Score -4264821 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -4264909.500000 Penalty: 3487.358887
	Iteration 41Q: 3 clusters Score -4264910 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -4264979.500000 Penalty: 3487.358887
	Iteration 42Q: 3 clusters Score -4264980 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4265038.000000 Penalty: 3487.358887
	Iteration 43Q: 3 clusters Score -4265038 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -4265119.500000 Penalty: 3487.358887
	Iteration 44Q: 3 clusters Score -4265120 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4265154.500000 Penalty: 3487.358887
	Iteration 45Q: 3 clusters Score -4265154 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -4265201.500000 Penalty: 3487.358887
	Iteration 46Q: 3 clusters Score -4265202 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4265254.500000 Penalty: 3487.358887
	Iteration 47Q: 3 clusters Score -4265254 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4265309.000000 Penalty: 3487.358887
	Iteration 48Q: 3 clusters Score -4265309 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4265356.000000 Penalty: 3487.358887
	Iteration 49Q: 3 clusters Score -4265356 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -4265406.500000 Penalty: 3487.358887
	Iteration 50Q: 3 clusters Score -4265406 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4265468.000000 Penalty: 3487.358887
	Iteration 51Q: 3 clusters Score -4265468 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4265479.500000 Penalty: 3487.358887
	Iteration 52Q: 3 clusters Score -4265480 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -4265544.500000 Penalty: 3487.358887
	Iteration 53Q: 3 clusters Score -4265544 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4265580.500000 Penalty: 3487.358887
	Iteration 54Q: 3 clusters Score -4265580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4265623.000000 Penalty: 3487.358887
	Iteration 55Q: 3 clusters Score -4265623 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4265664.500000 Penalty: 3487.358887
	Iteration 56Q: 3 clusters Score -4265664 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4265708.000000 Penalty: 3487.358887
	Iteration 57Q: 3 clusters Score -4265708 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4265742.000000 Penalty: 3487.358887
	Iteration 58Q: 3 clusters Score -4265742 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4265793.500000 Penalty: 3487.358887
	Iteration 59Q: 3 clusters Score -4265794 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4265847.500000 Penalty: 3487.358887
	Iteration 60F: 3 clusters Score -4265848 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4265896.500000 Penalty: 3487.358887
	Iteration 61Q: 3 clusters Score -4265896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4265919.500000 Penalty: 3487.358887
	Iteration 62Q: 3 clusters Score -4265920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4265962.500000 Penalty: 3487.358887
	Iteration 63Q: 3 clusters Score -4265962 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4266013.000000 Penalty: 3487.358887
	Iteration 64Q: 3 clusters Score -4266013 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4266036.500000 Penalty: 3487.358887
	Iteration 65Q: 3 clusters Score -4266036 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4266056.000000 Penalty: 3487.358887
	Iteration 66Q: 3 clusters Score -4266056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4266083.500000 Penalty: 3487.358887
	Iteration 67Q: 3 clusters Score -4266084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4266109.500000 Penalty: 3487.358887
	Iteration 68Q: 3 clusters Score -4266110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4266127.000000 Penalty: 3487.358887
	Iteration 69Q: 3 clusters Score -4266127 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4266142.500000 Penalty: 3487.358887
	Iteration 70Q: 3 clusters Score -4266142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4266143.000000 Penalty: 3487.358887
	Iteration 71Q: 3 clusters Score -4266143 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4266166.500000 Penalty: 3487.358887
	Iteration 72Q: 3 clusters Score -4266166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4266178.500000 Penalty: 3487.358887
	Iteration 73Q: 3 clusters Score -4266178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4266185.000000 Penalty: 3487.358887
	Iteration 74Q: 3 clusters Score -4266185 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4266205.500000 Penalty: 3487.358887
	Iteration 75Q: 3 clusters Score -4266206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4266207.000000 Penalty: 3487.358887
	Iteration 76Q: 3 clusters Score -4266207 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4266234.000000 Penalty: 3487.358887
	Iteration 77Q: 3 clusters Score -4266234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4266249.500000 Penalty: 3487.358887
	Iteration 78Q: 3 clusters Score -4266250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4266260.500000 Penalty: 3487.358887
	Iteration 79Q: 3 clusters Score -4266260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4266265.000000 Penalty: 3487.358887
	Iteration 80F: 3 clusters Score -4266265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4266264.500000 Penalty: 3487.358887
	Iteration 81Q: 3 clusters Score -4266264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4266270.500000 Penalty: 3487.358887
	Iteration 82Q: 3 clusters Score -4266270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4266285.000000 Penalty: 3487.358887
	Iteration 83Q: 3 clusters Score -4266285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4266292.500000 Penalty: 3487.358887
	Iteration 84Q: 3 clusters Score -4266292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4266302.000000 Penalty: 3487.358887
	Iteration 85Q: 3 clusters Score -4266302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4266315.000000 Penalty: 3487.358887
	Iteration 86Q: 3 clusters Score -4266315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4266316.000000 Penalty: 3487.358887
	Iteration 87Q: 3 clusters Score -4266316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4266321.000000 Penalty: 3487.358887
	Iteration 88Q: 3 clusters Score -4266321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4266323.000000 Penalty: 3487.358887
	Iteration 89Q: 3 clusters Score -4266323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4266315.000000 Penalty: 3487.358887
	Iteration 90Q: 3 clusters Score -4266315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4266329.000000 Penalty: 3487.358887
	Iteration 91Q: 3 clusters Score -4266329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4266328.500000 Penalty: 3487.358887
	Iteration 92Q: 3 clusters Score -4266328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4266332.000000 Penalty: 3487.358887
	Iteration 93Q: 3 clusters Score -4266332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4266335.500000 Penalty: 3487.358887
	Iteration 94Q: 3 clusters Score -4266336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4266340.500000 Penalty: 3487.358887
	Iteration 95Q: 3 clusters Score -4266340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4266337.000000 Penalty: 3487.358887
	Iteration 96Q: 3 clusters Score -4266337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4266339.500000 Penalty: 3487.358887
	Iteration 97Q: 3 clusters Score -4266340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4266343.000000 Penalty: 3487.358887
	Iteration 98Q: 3 clusters Score -4266343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4266351.500000 Penalty: 3487.358887
	Iteration 99Q: 3 clusters Score -4266352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4266350.500000 Penalty: 3487.358887
	Iteration 100F: 3 clusters Score -4266350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4266344.500000 Penalty: 3487.358887
	Iteration 101Q: 3 clusters Score -4266344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4266349.000000 Penalty: 3487.358887
	Iteration 102Q: 3 clusters Score -4266349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4266346.000000 Penalty: 3487.358887
	Iteration 103Q: 3 clusters Score -4266346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4266346.500000 Penalty: 3487.358887
	Iteration 104Q: 3 clusters Score -4266346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4266354.500000 Penalty: 3487.358887
	Iteration 105Q: 3 clusters Score -4266354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4266349.000000 Penalty: 3487.358887
	Iteration 106Q: 3 clusters Score -4266349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4266354.500000 Penalty: 3487.358887
	Iteration 107Q: 3 clusters Score -4266354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4266360.000000 Penalty: 3487.358887
	Iteration 108Q: 3 clusters Score -4266360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4266364.500000 Penalty: 3487.358887
	Iteration 109Q: 3 clusters Score -4266364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4266365.500000 Penalty: 3487.358887
	Iteration 110Q: 3 clusters Score -4266366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4266370.000000 Penalty: 3487.358887
	Iteration 111Q: 3 clusters Score -4266370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4266371.000000 Penalty: 3487.358887
	Iteration 112Q: 3 clusters Score -4266371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4266372.000000 Penalty: 3487.358887
	Iteration 113Q: 3 clusters Score -4266372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4266371.500000 Penalty: 3487.358887
	Iteration 114Q: 3 clusters Score -4266372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4266371.500000 Penalty: 3487.358887
	Iteration 115F: 3 clusters Score -4266372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -410971.187500 Penalty: 1358.016479
	Iteration 0F: 2 clusters Score -410971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -407459.750000 Penalty: 2716.032959
	Iteration 0F: 3 clusters Score -407459.8 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -408375.406250 Penalty: 2716.032959
	Iteration 1F: 3 clusters Score -408375.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -408555.468750 Penalty: 2716.032959
	Iteration 2F: 3 clusters Score -408555.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -408700.968750 Penalty: 2716.032959
	Iteration 3F: 3 clusters Score -408701 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -408825.906250 Penalty: 2716.032959
	Iteration 4Q: 3 clusters Score -408825.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -408960.750000 Penalty: 2716.032959
	Iteration 5Q: 3 clusters Score -408960.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -409105.156250 Penalty: 2716.032959
	Iteration 6Q: 3 clusters Score -409105.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -409218.562500 Penalty: 2716.032959
	Iteration 7Q: 3 clusters Score -409218.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -409308.250000 Penalty: 2716.032959
	Iteration 8Q: 3 clusters Score -409308.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -409410.468750 Penalty: 2716.032959
	Iteration 9Q: 3 clusters Score -409410.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -409504.406250 Penalty: 2716.032959
	Iteration 10Q: 3 clusters Score -409504.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -409573.937500 Penalty: 2716.032959
	Iteration 11Q: 3 clusters Score -409573.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -409620.375000 Penalty: 2716.032959
	Iteration 12Q: 3 clusters Score -409620.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -409659.031250 Penalty: 2716.032959
	Iteration 13Q: 3 clusters Score -409659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -409690.375000 Penalty: 2716.032959
	Iteration 14Q: 3 clusters Score -409690.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -409724.093750 Penalty: 2716.032959
	Iteration 15Q: 3 clusters Score -409724.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -409744.125000 Penalty: 2716.032959
	Iteration 16Q: 3 clusters Score -409744.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -409756.906250 Penalty: 2716.032959
	Iteration 17Q: 3 clusters Score -409756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -409765.562500 Penalty: 2716.032959
	Iteration 18Q: 3 clusters Score -409765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -409774.437500 Penalty: 2716.032959
	Iteration 19Q: 3 clusters Score -409774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -409776.812500 Penalty: 2716.032959
	Iteration 20F: 3 clusters Score -409776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -409777.593750 Penalty: 2716.032959
	Iteration 21Q: 3 clusters Score -409777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -409778.187500 Penalty: 2716.032959
	Iteration 22Q: 3 clusters Score -409778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -409779.531250 Penalty: 2716.032959
	Iteration 23Q: 3 clusters Score -409779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -409781.156250 Penalty: 2716.032959
	Iteration 24Q: 3 clusters Score -409781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -409781.843750 Penalty: 2716.032959
	Iteration 25Q: 3 clusters Score -409781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -409784.031250 Penalty: 2716.032959
	Iteration 26Q: 3 clusters Score -409784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -409784.156250 Penalty: 2716.032959
	Iteration 27Q: 3 clusters Score -409784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -409784.156250 Penalty: 2716.032959
	Iteration 28F: 3 clusters Score -409784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (335540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335540 members 
Entering Unmasked Estep 
Score: -30641734.000000 Penalty: 2067.568115
	Iteration 0F: 2 clusters Score -3.064173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167523 members 
Mstep: Class 2 contains 168017 members 
Entering Unmasked Estep 
Score: -30431516.000000 Penalty: 4135.136230
	Iteration 0F: 3 clusters Score -3.043152e+07 nChanged 164265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161154 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -30533238.000000 Penalty: 4135.136230
	Iteration 1F: 3 clusters Score -3.053324e+07 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157550 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -30536828.000000 Penalty: 4135.136230
	Iteration 2Q: 3 clusters Score -3.053683e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Mstep: Class 2 contains 182593 members 
Entering Unmasked Estep 
Score: -30541494.000000 Penalty: 4135.136230
	Iteration 3Q: 3 clusters Score -3.054149e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 188549 members 
Entering Unmasked Estep 
Score: -30546948.000000 Penalty: 4135.136230
	Iteration 4Q: 3 clusters Score -3.054695e+07 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139223 members 
Mstep: Class 2 contains 196317 members 
Entering Unmasked Estep 
Score: -30554350.000000 Penalty: 4135.136230
	Iteration 5Q: 3 clusters Score -3.055435e+07 nChanged 17482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 206071 members 
Entering Unmasked Estep 
Score: -30564672.000000 Penalty: 4135.136230
	Iteration 6F: 3 clusters Score -3.056467e+07 nChanged 19293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 217170 members 
Entering Unmasked Estep 
Score: -30577458.000000 Penalty: 4135.136230
	Iteration 7F: 3 clusters Score -3.057746e+07 nChanged 19562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107704 members 
Mstep: Class 2 contains 227836 members 
Entering Unmasked Estep 
Score: -30592396.000000 Penalty: 4135.136230
	Iteration 8F: 3 clusters Score -3.05924e+07 nChanged 18140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 236562 members 
Entering Unmasked Estep 
Score: -30604918.000000 Penalty: 4135.136230
	Iteration 9F: 3 clusters Score -3.060492e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 243224 members 
Entering Unmasked Estep 
Score: -30612856.000000 Penalty: 4135.136230
	Iteration 10Q: 3 clusters Score -3.061286e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 248711 members 
Entering Unmasked Estep 
Score: -30617144.000000 Penalty: 4135.136230
	Iteration 11Q: 3 clusters Score -3.061714e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 253911 members 
Entering Unmasked Estep 
Score: -30619734.000000 Penalty: 4135.136230
	Iteration 12Q: 3 clusters Score -3.061973e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 259144 members 
Entering Unmasked Estep 
Score: -30621986.000000 Penalty: 4135.136230
	Iteration 13Q: 3 clusters Score -3.062199e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 264300 members 
Entering Unmasked Estep 
Score: -30624100.000000 Penalty: 4135.136230
	Iteration 14Q: 3 clusters Score -3.06241e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 269534 members 
Entering Unmasked Estep 
Score: -30626258.000000 Penalty: 4135.136230
	Iteration 15Q: 3 clusters Score -3.062626e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 274886 members 
Entering Unmasked Estep 
Score: -30628874.000000 Penalty: 4135.136230
	Iteration 16Q: 3 clusters Score -3.062887e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 280160 members 
Entering Unmasked Estep 
Score: -30631422.000000 Penalty: 4135.136230
	Iteration 17Q: 3 clusters Score -3.063142e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 285223 members 
Entering Unmasked Estep 
Score: -30633674.000000 Penalty: 4135.136230
	Iteration 18Q: 3 clusters Score -3.063367e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 290070 members 
Entering Unmasked Estep 
Score: -30635840.000000 Penalty: 4135.136230
	Iteration 19Q: 3 clusters Score -3.063584e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 294950 members 
Entering Unmasked Estep 
Score: -30637668.000000 Penalty: 4135.136230
	Iteration 20F: 3 clusters Score -3.063767e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 299956 members 
Entering Unmasked Estep 
Score: -30638876.000000 Penalty: 4135.136230
	Iteration 21Q: 3 clusters Score -3.063888e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 304922 members 
Entering Unmasked Estep 
Score: -30639940.000000 Penalty: 4135.136230
	Iteration 22Q: 3 clusters Score -3.063994e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 309561 members 
Entering Unmasked Estep 
Score: -30640284.000000 Penalty: 4135.136230
	Iteration 23Q: 3 clusters Score -3.064028e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 313974 members 
Entering Unmasked Estep 
Score: -30640582.000000 Penalty: 4135.136230
	Iteration 24Q: 3 clusters Score -3.064058e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 318105 members 
Entering Unmasked Estep 
Score: -30640646.000000 Penalty: 4135.136230
	Iteration 25Q: 3 clusters Score -3.064065e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 321988 members 
Entering Unmasked Estep 
Score: -30640706.000000 Penalty: 4135.136230
	Iteration 26Q: 3 clusters Score -3.064071e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 325429 members 
Entering Unmasked Estep 
Score: -30640878.000000 Penalty: 4135.136230
	Iteration 27Q: 3 clusters Score -3.064088e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 328260 members 
Entering Unmasked Estep 
Score: -30641118.000000 Penalty: 4135.136230
	Iteration 28Q: 3 clusters Score -3.064112e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 330451 members 
Entering Unmasked Estep 
Score: -30640978.000000 Penalty: 4135.136230
	Iteration 29Q: 3 clusters Score -3.064098e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 331909 members 
Entering Unmasked Estep 
Score: -30640968.000000 Penalty: 4135.136230
	Iteration 30Q: 3 clusters Score -3.064097e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 332883 members 
Entering Unmasked Estep 
Score: -30640710.000000 Penalty: 4135.136230
	Iteration 31Q: 3 clusters Score -3.064071e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 333515 members 
Entering Unmasked Estep 
Score: -30640558.000000 Penalty: 4135.136230
	Iteration 32Q: 3 clusters Score -3.064056e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 333966 members 
Entering Unmasked Estep 
Score: -30640484.000000 Penalty: 4135.136230
	Iteration 33Q: 3 clusters Score -3.064048e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 334254 members 
Entering Unmasked Estep 
Score: -30640440.000000 Penalty: 4135.136230
	Iteration 34Q: 3 clusters Score -3.064044e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 334435 members 
Entering Unmasked Estep 
Score: -30640406.000000 Penalty: 4135.136230
	Iteration 35Q: 3 clusters Score -3.064041e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 334561 members 
Entering Unmasked Estep 
Score: -30640388.000000 Penalty: 4135.136230
	Iteration 36Q: 3 clusters Score -3.064039e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 334647 members 
Entering Unmasked Estep 
Score: -30640396.000000 Penalty: 4135.136230
	Iteration 37Q: 3 clusters Score -3.06404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 334705 members 
Entering Unmasked Estep 
Score: -30640366.000000 Penalty: 4135.136230
	Iteration 38Q: 3 clusters Score -3.064037e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 334745 members 
Entering Unmasked Estep 
Score: -30640350.000000 Penalty: 4135.136230
	Iteration 39Q: 3 clusters Score -3.064035e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 334776 members 
Entering Unmasked Estep 
Score: -30640376.000000 Penalty: 4135.136230
	Iteration 40F: 3 clusters Score -3.064038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 334805 members 
Entering Unmasked Estep 
Score: -30640350.000000 Penalty: 4135.136230
	Iteration 41Q: 3 clusters Score -3.064035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 334830 members 
Entering Unmasked Estep 
Score: -30640356.000000 Penalty: 4135.136230
	Iteration 42Q: 3 clusters Score -3.064036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 334851 members 
Entering Unmasked Estep 
Score: -30640350.000000 Penalty: 4135.136230
	Iteration 43Q: 3 clusters Score -3.064035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 334865 members 
Entering Unmasked Estep 
Score: -30640354.000000 Penalty: 4135.136230
	Iteration 44Q: 3 clusters Score -3.064035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 334877 members 
Entering Unmasked Estep 
Score: -30640352.000000 Penalty: 4135.136230
	Iteration 45Q: 3 clusters Score -3.064035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 334885 members 
Entering Unmasked Estep 
Score: -30640336.000000 Penalty: 4135.136230
	Iteration 46Q: 3 clusters Score -3.064034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 334889 members 
Entering Unmasked Estep 
Score: -30640362.000000 Penalty: 4135.136230
	Iteration 47Q: 3 clusters Score -3.064036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 334899 members 
Entering Unmasked Estep 
Score: -30640342.000000 Penalty: 4135.136230
	Iteration 48Q: 3 clusters Score -3.064034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 334903 members 
Entering Unmasked Estep 
Score: -30640330.000000 Penalty: 4135.136230
	Iteration 49Q: 3 clusters Score -3.064033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 334909 members 
Entering Unmasked Estep 
Score: -30640336.000000 Penalty: 4135.136230
	Iteration 50Q: 3 clusters Score -3.064034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 334915 members 
Entering Unmasked Estep 
Score: -30640324.000000 Penalty: 4135.136230
	Iteration 51Q: 3 clusters Score -3.064032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 334919 members 
Entering Unmasked Estep 
Score: -30640302.000000 Penalty: 4135.136230
	Iteration 52Q: 3 clusters Score -3.06403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 334925 members 
Entering Unmasked Estep 
Score: -30640316.000000 Penalty: 4135.136230
	Iteration 53Q: 3 clusters Score -3.064032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 334931 members 
Entering Unmasked Estep 
Score: -30640314.000000 Penalty: 4135.136230
	Iteration 54Q: 3 clusters Score -3.064031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 334936 members 
Entering Unmasked Estep 
Score: -30640320.000000 Penalty: 4135.136230
	Iteration 55Q: 3 clusters Score -3.064032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 334938 members 
Entering Unmasked Estep 
Score: -30640332.000000 Penalty: 4135.136230
	Iteration 56Q: 3 clusters Score -3.064033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 334939 members 
Entering Unmasked Estep 
Score: -30640332.000000 Penalty: 4135.136230
	Iteration 57Q: 3 clusters Score -3.064033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 334938 members 
Entering Unmasked Estep 
Score: -30640320.000000 Penalty: 4135.136230
	Iteration 58Q: 3 clusters Score -3.064032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 334940 members 
Entering Unmasked Estep 
Score: -30640334.000000 Penalty: 4135.136230
	Iteration 59Q: 3 clusters Score -3.064033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 334942 members 
Entering Unmasked Estep 
Score: -30640338.000000 Penalty: 4135.136230
	Iteration 60F: 3 clusters Score -3.064034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 334943 members 
Entering Unmasked Estep 
Score: -30640330.000000 Penalty: 4135.136230
	Iteration 61Q: 3 clusters Score -3.064033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 334947 members 
Entering Unmasked Estep 
Score: -30640336.000000 Penalty: 4135.136230
	Iteration 62Q: 3 clusters Score -3.064034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 334947 members 
Entering Unmasked Estep 
Score: -30640338.000000 Penalty: 4135.136230
	Iteration 63Q: 3 clusters Score -3.064034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 334947 members 
Entering Unmasked Estep 
Score: -30640338.000000 Penalty: 4135.136230
	Iteration 64F: 3 clusters Score -3.064034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -130348.804688 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -130348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128654.312500 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -128654.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128954.609375 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -128954.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -129015.781250 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -129015.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -129050.015625 Penalty: 2345.430664
	Iteration 3Q: 3 clusters Score -129050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -129072.375000 Penalty: 2345.430664
	Iteration 4Q: 3 clusters Score -129072.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -129084.093750 Penalty: 2345.430664
	Iteration 5Q: 3 clusters Score -129084.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -129091.187500 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -129091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129099.789062 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -129099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129105.492188 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -129105.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -129108.539062 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -129108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129112.875000 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -129112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -129120.265625 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -129120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -129123.250000 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -129123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129127.382812 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -129127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129131.921875 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -129131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -129135.039062 Penalty: 2345.430664
	Iteration 15Q: 3 clusters Score -129135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -129138.382812 Penalty: 2345.430664
	Iteration 16Q: 3 clusters Score -129138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129141.046875 Penalty: 2345.430664
	Iteration 17Q: 3 clusters Score -129141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -129141.609375 Penalty: 2345.430664
	Iteration 18Q: 3 clusters Score -129141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129143.414062 Penalty: 2345.430664
	Iteration 19Q: 3 clusters Score -129143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129145.382812 Penalty: 2345.430664
	Iteration 20F: 3 clusters Score -129145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -129147.476562 Penalty: 2345.430664
	Iteration 21Q: 3 clusters Score -129147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -129149.000000 Penalty: 2345.430664
	Iteration 22Q: 3 clusters Score -129149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -129151.078125 Penalty: 2345.430664
	Iteration 23Q: 3 clusters Score -129151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129153.257812 Penalty: 2345.430664
	Iteration 24Q: 3 clusters Score -129153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129153.562500 Penalty: 2345.430664
	Iteration 25Q: 3 clusters Score -129153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129153.562500 Penalty: 2345.430664
	Iteration 26F: 3 clusters Score -129153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Entering Unmasked Estep 
Score: -3634810.000000 Penalty: 1717.542969
	Iteration 0F: 2 clusters Score -3634810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3608604.750000 Penalty: 3435.085938
	Iteration 0F: 3 clusters Score -3608605 nChanged 18200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3618778.750000 Penalty: 3435.085938
	Iteration 1F: 3 clusters Score -3618779 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3619219.000000 Penalty: 3435.085938
	Iteration 2Q: 3 clusters Score -3619219 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3619747.500000 Penalty: 3435.085938
	Iteration 3Q: 3 clusters Score -3619748 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3620495.000000 Penalty: 3435.085938
	Iteration 4Q: 3 clusters Score -3620495 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3621645.250000 Penalty: 3435.085938
	Iteration 5F: 3 clusters Score -3621645 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3623351.750000 Penalty: 3435.085938
	Iteration 6F: 3 clusters Score -3623352 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3625532.750000 Penalty: 3435.085938
	Iteration 7F: 3 clusters Score -3625533 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3627763.250000 Penalty: 3435.085938
	Iteration 8F: 3 clusters Score -3627763 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3629775.250000 Penalty: 3435.085938
	Iteration 9F: 3 clusters Score -3629775 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3631218.250000 Penalty: 3435.085938
	Iteration 10Q: 3 clusters Score -3631218 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3632107.500000 Penalty: 3435.085938
	Iteration 11Q: 3 clusters Score -3632108 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3632583.750000 Penalty: 3435.085938
	Iteration 12Q: 3 clusters Score -3632584 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3632867.750000 Penalty: 3435.085938
	Iteration 13Q: 3 clusters Score -3632868 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3633044.000000 Penalty: 3435.085938
	Iteration 14Q: 3 clusters Score -3633044 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3633142.000000 Penalty: 3435.085938
	Iteration 15Q: 3 clusters Score -3633142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3633202.500000 Penalty: 3435.085938
	Iteration 16Q: 3 clusters Score -3633202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3633252.250000 Penalty: 3435.085938
	Iteration 17Q: 3 clusters Score -3633252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3633287.500000 Penalty: 3435.085938
	Iteration 18Q: 3 clusters Score -3633288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3633326.000000 Penalty: 3435.085938
	Iteration 19Q: 3 clusters Score -3633326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3633344.750000 Penalty: 3435.085938
	Iteration 20F: 3 clusters Score -3633345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3633370.500000 Penalty: 3435.085938
	Iteration 21Q: 3 clusters Score -3633370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3633394.000000 Penalty: 3435.085938
	Iteration 22Q: 3 clusters Score -3633394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3633407.500000 Penalty: 3435.085938
	Iteration 23Q: 3 clusters Score -3633408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3633412.000000 Penalty: 3435.085938
	Iteration 24Q: 3 clusters Score -3633412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3633416.500000 Penalty: 3435.085938
	Iteration 25Q: 3 clusters Score -3633416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3633437.000000 Penalty: 3435.085938
	Iteration 26Q: 3 clusters Score -3633437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3633442.000000 Penalty: 3435.085938
	Iteration 27Q: 3 clusters Score -3633442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3633451.750000 Penalty: 3435.085938
	Iteration 28Q: 3 clusters Score -3633452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3633457.500000 Penalty: 3435.085938
	Iteration 29Q: 3 clusters Score -3633458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3633464.750000 Penalty: 3435.085938
	Iteration 30Q: 3 clusters Score -3633465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3633468.500000 Penalty: 3435.085938
	Iteration 31Q: 3 clusters Score -3633468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3633468.750000 Penalty: 3435.085938
	Iteration 32Q: 3 clusters Score -3633469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3633475.000000 Penalty: 3435.085938
	Iteration 33Q: 3 clusters Score -3633475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3633480.250000 Penalty: 3435.085938
	Iteration 34Q: 3 clusters Score -3633480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3633481.000000 Penalty: 3435.085938
	Iteration 35Q: 3 clusters Score -3633481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3633481.750000 Penalty: 3435.085938
	Iteration 36Q: 3 clusters Score -3633482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3633483.750000 Penalty: 3435.085938
	Iteration 37Q: 3 clusters Score -3633484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3633490.250000 Penalty: 3435.085938
	Iteration 38Q: 3 clusters Score -3633490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3633490.500000 Penalty: 3435.085938
	Iteration 39Q: 3 clusters Score -3633490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3633490.500000 Penalty: 3435.085938
	Iteration 40F: 3 clusters Score -3633490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Entering Unmasked Estep 
Score: -1321822.000000 Penalty: 1553.810791
	Iteration 0F: 2 clusters Score -1321822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1311961.875000 Penalty: 3107.621582
	Iteration 0F: 3 clusters Score -1311962 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1315241.875000 Penalty: 3107.621582
	Iteration 1F: 3 clusters Score -1315242 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1315499.375000 Penalty: 3107.621582
	Iteration 2Q: 3 clusters Score -1315499 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1315757.750000 Penalty: 3107.621582
	Iteration 3Q: 3 clusters Score -1315758 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1315993.750000 Penalty: 3107.621582
	Iteration 4Q: 3 clusters Score -1315994 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1316297.750000 Penalty: 3107.621582
	Iteration 5Q: 3 clusters Score -1316298 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1316758.625000 Penalty: 3107.621582
	Iteration 6F: 3 clusters Score -1316759 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1317401.375000 Penalty: 3107.621582
	Iteration 7F: 3 clusters Score -1317401 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1318209.250000 Penalty: 3107.621582
	Iteration 8F: 3 clusters Score -1318209 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1319053.625000 Penalty: 3107.621582
	Iteration 9F: 3 clusters Score -1319054 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1319692.375000 Penalty: 3107.621582
	Iteration 10Q: 3 clusters Score -1319692 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1320077.875000 Penalty: 3107.621582
	Iteration 11Q: 3 clusters Score -1320078 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1320270.250000 Penalty: 3107.621582
	Iteration 12Q: 3 clusters Score -1320270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1320372.875000 Penalty: 3107.621582
	Iteration 13Q: 3 clusters Score -1320373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1320415.000000 Penalty: 3107.621582
	Iteration 14Q: 3 clusters Score -1320415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1320435.875000 Penalty: 3107.621582
	Iteration 15Q: 3 clusters Score -1320436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1320444.625000 Penalty: 3107.621582
	Iteration 16Q: 3 clusters Score -1320445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1320449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1320453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1320453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1320453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 28219 members 
Mstep: Class 3 contains 10353 members 
Mstep: Class 4 contains 63698 members 
Mstep: Class 6 contains 5207 members 
Mstep: Class 7 contains 14761 members 
Mstep: Class 10 contains 45722 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 335540 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 38929 members 
Mstep: Class 21 contains 14213 members 
Entering Unmasked Estep 
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Iteration 79Q: 13 clusters Score -5.451699e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 28204 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 63720 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 14731 members 
Mstep: Class 10 contains 45764 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 335653 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 38914 members 
Mstep: Class 21 contains 13964 members 
Entering Unmasked Estep 
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Iteration 80F: 13 clusters Score -5.451707e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 28196 members 
Mstep: Class 3 contains 10632 members 
Mstep: Class 4 contains 63733 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 14701 members 
Mstep: Class 10 contains 45789 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 335764 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 38907 members 
Mstep: Class 21 contains 13710 members 
Entering Unmasked Estep 
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Iteration 81Q: 13 clusters Score -5.451701e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 28205 members 
Mstep: Class 3 contains 10754 members 
Mstep: Class 4 contains 63746 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 14675 members 
Mstep: Class 10 contains 45817 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 335866 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 38905 members 
Mstep: Class 21 contains 13456 members 
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Iteration 82Q: 13 clusters Score -5.451698e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 28220 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 63752 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 14650 members 
Mstep: Class 10 contains 45846 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 335968 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 38899 members 
Mstep: Class 21 contains 13220 members 
Entering Unmasked Estep 
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Iteration 83Q: 13 clusters Score -5.451712e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 28206 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 63754 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 14625 members 
Mstep: Class 10 contains 45876 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 336066 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 38901 members 
Mstep: Class 21 contains 13003 members 
Entering Unmasked Estep 
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Iteration 84Q: 13 clusters Score -5.451707e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 28192 members 
Mstep: Class 3 contains 11144 members 
Mstep: Class 4 contains 63765 members 
Mstep: Class 6 contains 5238 members 
Mstep: Class 7 contains 14610 members 
Mstep: Class 10 contains 45923 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 336163 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 38896 members 
Mstep: Class 21 contains 12770 members 
Entering Unmasked Estep 
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Iteration 85Q: 13 clusters Score -5.451706e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 11262 members 
Mstep: Class 4 contains 63782 members 
Mstep: Class 6 contains 5241 members 
Mstep: Class 7 contains 14600 members 
Mstep: Class 10 contains 45960 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 336260 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 38898 members 
Mstep: Class 21 contains 12532 members 
Entering Unmasked Estep 
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Iteration 86Q: 13 clusters Score -5.451706e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 28168 members 
Mstep: Class 3 contains 11374 members 
Mstep: Class 4 contains 63796 members 
Mstep: Class 6 contains 5243 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 10 contains 45981 members 
Mstep: Class 17 contains 4374 members 
Mstep: Class 18 contains 336378 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 38900 members 
Mstep: Class 21 contains 12298 members 
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Iteration 87Q: 13 clusters Score -5.451718e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 28154 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 63812 members 
Mstep: Class 6 contains 5245 members 
Mstep: Class 7 contains 14580 members 
Mstep: Class 10 contains 46000 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 336509 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 38905 members 
Mstep: Class 21 contains 12072 members 
Entering Unmasked Estep 
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Iteration 88Q: 13 clusters Score -5.451721e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 28141 members 
Mstep: Class 3 contains 11609 members 
Mstep: Class 4 contains 63826 members 
Mstep: Class 6 contains 5246 members 
Mstep: Class 7 contains 14572 members 
Mstep: Class 10 contains 46013 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 336625 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38920 members 
Mstep: Class 21 contains 11868 members 
Entering Unmasked Estep 
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Iteration 89Q: 13 clusters Score -5.451726e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 28123 members 
Mstep: Class 3 contains 11729 members 
Mstep: Class 4 contains 63832 members 
Mstep: Class 6 contains 5247 members 
Mstep: Class 7 contains 14565 members 
Mstep: Class 10 contains 46043 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 336736 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38925 members 
Mstep: Class 21 contains 11676 members 
Entering Unmasked Estep 
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Iteration 90Q: 13 clusters Score -5.451737e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 28102 members 
Mstep: Class 3 contains 11847 members 
Mstep: Class 4 contains 63845 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 14554 members 
Mstep: Class 10 contains 46060 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 336812 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38930 members 
Mstep: Class 21 contains 11510 members 
Entering Unmasked Estep 
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Iteration 91Q: 13 clusters Score -5.451729e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 28098 members 
Mstep: Class 3 contains 11956 members 
Mstep: Class 4 contains 63852 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 14551 members 
Mstep: Class 10 contains 46071 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 336858 members 
Mstep: Class 19 contains 1350 members 
Mstep: Class 20 contains 38930 members 
Mstep: Class 21 contains 11364 members 
Entering Unmasked Estep 
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Iteration 92Q: 13 clusters Score -5.45174e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 28091 members 
Mstep: Class 3 contains 12073 members 
Mstep: Class 4 contains 63854 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 14550 members 
Mstep: Class 10 contains 46097 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 336888 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38930 members 
Mstep: Class 21 contains 11234 members 
Entering Unmasked Estep 
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Iteration 93Q: 13 clusters Score -5.451745e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 28086 members 
Mstep: Class 3 contains 12173 members 
Mstep: Class 4 contains 63862 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 14547 members 
Mstep: Class 10 contains 46108 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 336924 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 38942 members 
Mstep: Class 21 contains 11102 members 
Entering Unmasked Estep 
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Iteration 94Q: 13 clusters Score -5.451749e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 28069 members 
Mstep: Class 3 contains 12293 members 
Mstep: Class 4 contains 63864 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 14543 members 
Mstep: Class 10 contains 46127 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 336948 members 
Mstep: Class 19 contains 1352 members 
Mstep: Class 20 contains 38946 members 
Mstep: Class 21 contains 11010 members 
Entering Unmasked Estep 
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Iteration 95Q: 13 clusters Score -5.451752e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 28066 members 
Mstep: Class 3 contains 12408 members 
Mstep: Class 4 contains 63867 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 14530 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 336978 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38955 members 
Mstep: Class 21 contains 10912 members 
Entering Unmasked Estep 
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Iteration 96Q: 13 clusters Score -5.451754e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 28063 members 
Mstep: Class 3 contains 12531 members 
Mstep: Class 4 contains 63864 members 
Mstep: Class 6 contains 5253 members 
Mstep: Class 7 contains 14521 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 17 contains 4204 members 
Mstep: Class 18 contains 337013 members 
Mstep: Class 19 contains 1352 members 
Mstep: Class 20 contains 38953 members 
Mstep: Class 21 contains 10817 members 
Entering Unmasked Estep 
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Iteration 97Q: 13 clusters Score -5.451757e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 28051 members 
Mstep: Class 3 contains 12654 members 
Mstep: Class 4 contains 63865 members 
Mstep: Class 6 contains 5253 members 
Mstep: Class 7 contains 14521 members 
Mstep: Class 10 contains 46142 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 337038 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 38944 members 
Mstep: Class 21 contains 10725 members 
Entering Unmasked Estep 
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Iteration 98Q: 13 clusters Score -5.451773e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 28054 members 
Mstep: Class 3 contains 12794 members 
Mstep: Class 4 contains 63873 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 14513 members 
Mstep: Class 10 contains 46155 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 336991 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38938 members 
Mstep: Class 21 contains 10633 members 
Entering Unmasked Estep 
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Iteration 99Q: 13 clusters Score -5.451779e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 28047 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 63879 members 
Mstep: Class 6 contains 5255 members 
Mstep: Class 7 contains 14504 members 
Mstep: Class 10 contains 46159 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 336956 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 38935 members 
Mstep: Class 21 contains 10552 members 
Entering Unmasked Estep 
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Iteration 100F: 13 clusters Score -5.451792e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 28029 members 
Mstep: Class 3 contains 13082 members 
Mstep: Class 4 contains 63877 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 14497 members 
Mstep: Class 10 contains 46159 members 
Mstep: Class 17 contains 4139 members 
Mstep: Class 18 contains 336967 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38930 members 
Mstep: Class 21 contains 10477 members 
Entering Unmasked Estep 
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Iteration 101Q: 13 clusters Score -5.451799e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 28015 members 
Mstep: Class 3 contains 13227 members 
Mstep: Class 4 contains 63865 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 14495 members 
Mstep: Class 10 contains 46158 members 
Mstep: Class 17 contains 4116 members 
Mstep: Class 18 contains 336976 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38933 members 
Mstep: Class 21 contains 10386 members 
Entering Unmasked Estep 
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Iteration 102Q: 13 clusters Score -5.451816e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 28019 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 63858 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 14493 members 
Mstep: Class 10 contains 46156 members 
Mstep: Class 17 contains 4090 members 
Mstep: Class 18 contains 336977 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38933 members 
Mstep: Class 21 contains 10283 members 
Entering Unmasked Estep 
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Iteration 103Q: 13 clusters Score -5.451828e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 28030 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 63841 members 
Mstep: Class 6 contains 5253 members 
Mstep: Class 7 contains 14495 members 
Mstep: Class 10 contains 46155 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 336967 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38934 members 
Mstep: Class 21 contains 10183 members 
Entering Unmasked Estep 
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Iteration 104Q: 13 clusters Score -5.451838e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 28036 members 
Mstep: Class 3 contains 13679 members 
Mstep: Class 4 contains 63828 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 14492 members 
Mstep: Class 10 contains 46152 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 336977 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38927 members 
Mstep: Class 21 contains 10094 members 
Entering Unmasked Estep 
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Iteration 105Q: 13 clusters Score -5.451841e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 28038 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 63826 members 
Mstep: Class 6 contains 5255 members 
Mstep: Class 7 contains 14494 members 
Mstep: Class 10 contains 46152 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 336981 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38921 members 
Mstep: Class 21 contains 10004 members 
Entering Unmasked Estep 
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Iteration 106Q: 13 clusters Score -5.451848e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 28036 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 4 contains 63823 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 14491 members 
Mstep: Class 10 contains 46150 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 336972 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38921 members 
Mstep: Class 21 contains 9916 members 
Entering Unmasked Estep 
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Iteration 107Q: 13 clusters Score -5.451861e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 28037 members 
Mstep: Class 3 contains 14155 members 
Mstep: Class 4 contains 63812 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 14493 members 
Mstep: Class 10 contains 46149 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 336943 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 38925 members 
Mstep: Class 21 contains 9818 members 
Entering Unmasked Estep 
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Iteration 108Q: 13 clusters Score -5.451878e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 28033 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 63802 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 14492 members 
Mstep: Class 10 contains 46145 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 336913 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 38933 members 
Mstep: Class 21 contains 9726 members 
Entering Unmasked Estep 
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Iteration 109Q: 13 clusters Score -5.451881e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 28030 members 
Mstep: Class 3 contains 14542 members 
Mstep: Class 4 contains 63804 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 14492 members 
Mstep: Class 10 contains 46130 members 
Mstep: Class 17 contains 3811 members 
Mstep: Class 18 contains 336905 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 38931 members 
Mstep: Class 21 contains 9628 members 
Entering Unmasked Estep 
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Iteration 110Q: 13 clusters Score -5.451894e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 28024 members 
Mstep: Class 3 contains 14743 members 
Mstep: Class 4 contains 63803 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 14491 members 
Mstep: Class 10 contains 46115 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 336918 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 9533 members 
Entering Unmasked Estep 
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Iteration 111Q: 13 clusters Score -5.451892e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 28019 members 
Mstep: Class 3 contains 14948 members 
Mstep: Class 4 contains 63799 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 14490 members 
Mstep: Class 10 contains 46104 members 
Mstep: Class 17 contains 3673 members 
Mstep: Class 18 contains 336923 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 38921 members 
Mstep: Class 21 contains 9451 members 
Entering Unmasked Estep 
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Iteration 112Q: 13 clusters Score -5.451896e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 28013 members 
Mstep: Class 3 contains 15164 members 
Mstep: Class 4 contains 63802 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 14483 members 
Mstep: Class 10 contains 46093 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 336922 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 38920 members 
Mstep: Class 21 contains 9357 members 
Entering Unmasked Estep 
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Iteration 113Q: 13 clusters Score -5.451903e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 28006 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 63804 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 14478 members 
Mstep: Class 10 contains 46082 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 336919 members 
Mstep: Class 19 contains 1350 members 
Mstep: Class 20 contains 38918 members 
Mstep: Class 21 contains 9260 members 
Entering Unmasked Estep 
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Iteration 114Q: 13 clusters Score -5.45192e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 28008 members 
Mstep: Class 3 contains 15629 members 
Mstep: Class 4 contains 63799 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 14469 members 
Mstep: Class 10 contains 46079 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 336873 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38924 members 
Mstep: Class 21 contains 9173 members 
Entering Unmasked Estep 
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Iteration 115Q: 13 clusters Score -5.451938e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 27997 members 
Mstep: Class 3 contains 15826 members 
Mstep: Class 4 contains 63799 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 14465 members 
Mstep: Class 10 contains 46073 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 18 contains 336835 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38918 members 
Mstep: Class 21 contains 9107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519416.000000 Penalty: 25952.548828
Iteration 116Q: 13 clusters Score -5.451942e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 27978 members 
Mstep: Class 3 contains 16013 members 
Mstep: Class 4 contains 63798 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 14463 members 
Mstep: Class 10 contains 46067 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 336837 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38908 members 
Mstep: Class 21 contains 9039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519676.000000 Penalty: 25952.548828
Iteration 117Q: 13 clusters Score -5.451968e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 27973 members 
Mstep: Class 3 contains 16228 members 
Mstep: Class 4 contains 63793 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 14452 members 
Mstep: Class 10 contains 46045 members 
Mstep: Class 17 contains 3212 members 
Mstep: Class 18 contains 336855 members 
Mstep: Class 19 contains 1352 members 
Mstep: Class 20 contains 38888 members 
Mstep: Class 21 contains 8955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519732.000000 Penalty: 25952.548828
Iteration 118Q: 13 clusters Score -5.451973e+07 nChanged 552
Entering ConstructFrom: 
Score: -54519732.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (39556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Entering Unmasked Estep 
Score: -3696413.500000 Penalty: 1720.139404
	Iteration 0F: 2 clusters Score -3696414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3669878.250000 Penalty: 3440.278809
	Iteration 0F: 3 clusters Score -3669878 nChanged 18484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3680321.000000 Penalty: 3440.278809
	Iteration 1F: 3 clusters Score -3680321 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3680803.000000 Penalty: 3440.278809
	Iteration 2Q: 3 clusters Score -3680803 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3681441.000000 Penalty: 3440.278809
	Iteration 3Q: 3 clusters Score -3681441 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3682397.000000 Penalty: 3440.278809
	Iteration 4Q: 3 clusters Score -3682397 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3683885.500000 Penalty: 3440.278809
	Iteration 5F: 3 clusters Score -3683886 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3685815.250000 Penalty: 3440.278809
	Iteration 6F: 3 clusters Score -3685815 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3688261.750000 Penalty: 3440.278809
	Iteration 7F: 3 clusters Score -3688262 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3690470.250000 Penalty: 3440.278809
	Iteration 8F: 3 clusters Score -3690470 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3691865.000000 Penalty: 3440.278809
	Iteration 9Q: 3 clusters Score -3691865 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -3692617.000000 Penalty: 3440.278809
	Iteration 10Q: 3 clusters Score -3692617 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -3693060.500000 Penalty: 3440.278809
	Iteration 11Q: 3 clusters Score -3693060 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -3693425.000000 Penalty: 3440.278809
	Iteration 12Q: 3 clusters Score -3693425 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -3693740.500000 Penalty: 3440.278809
	Iteration 13Q: 3 clusters Score -3693740 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3694058.750000 Penalty: 3440.278809
	Iteration 14Q: 3 clusters Score -3694059 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3694377.500000 Penalty: 3440.278809
	Iteration 15Q: 3 clusters Score -3694378 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -3694716.250000 Penalty: 3440.278809
	Iteration 16Q: 3 clusters Score -3694716 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -3695001.250000 Penalty: 3440.278809
	Iteration 17Q: 3 clusters Score -3695001 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -3695254.250000 Penalty: 3440.278809
	Iteration 18Q: 3 clusters Score -3695254 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -3695454.000000 Penalty: 3440.278809
	Iteration 19Q: 3 clusters Score -3695454 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -3695594.500000 Penalty: 3440.278809
	Iteration 20F: 3 clusters Score -3695594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -3695689.750000 Penalty: 3440.278809
	Iteration 21Q: 3 clusters Score -3695690 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -3695770.500000 Penalty: 3440.278809
	Iteration 22Q: 3 clusters Score -3695770 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -3695832.750000 Penalty: 3440.278809
	Iteration 23Q: 3 clusters Score -3695833 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -3695875.000000 Penalty: 3440.278809
	Iteration 24Q: 3 clusters Score -3695875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -3695891.000000 Penalty: 3440.278809
	Iteration 25Q: 3 clusters Score -3695891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -3695911.000000 Penalty: 3440.278809
	Iteration 26Q: 3 clusters Score -3695911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -3695925.750000 Penalty: 3440.278809
	Iteration 27Q: 3 clusters Score -3695926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -3695920.750000 Penalty: 3440.278809
	Iteration 28Q: 3 clusters Score -3695921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -3695925.750000 Penalty: 3440.278809
	Iteration 29Q: 3 clusters Score -3695926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3695929.000000 Penalty: 3440.278809
	Iteration 30Q: 3 clusters Score -3695929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -3695923.750000 Penalty: 3440.278809
	Iteration 31Q: 3 clusters Score -3695924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -3695923.500000 Penalty: 3440.278809
	Iteration 32Q: 3 clusters Score -3695924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -3695929.000000 Penalty: 3440.278809
	Iteration 33Q: 3 clusters Score -3695929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -3695927.750000 Penalty: 3440.278809
	Iteration 34Q: 3 clusters Score -3695928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -3695930.250000 Penalty: 3440.278809
	Iteration 35Q: 3 clusters Score -3695930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -3695929.250000 Penalty: 3440.278809
	Iteration 36Q: 3 clusters Score -3695929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -3695926.750000 Penalty: 3440.278809
	Iteration 37Q: 3 clusters Score -3695927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -3695928.500000 Penalty: 3440.278809
	Iteration 38Q: 3 clusters Score -3695928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -3695929.500000 Penalty: 3440.278809
	Iteration 39Q: 3 clusters Score -3695930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -3695929.500000 Penalty: 3440.278809
	Iteration 40F: 3 clusters Score -3695930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Entering Unmasked Estep 
Score: -2515783.500000 Penalty: 1663.772827
	Iteration 0F: 2 clusters Score -2515784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2496872.750000 Penalty: 3327.545654
	Iteration 0F: 3 clusters Score -2496873 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2504051.000000 Penalty: 3327.545654
	Iteration 1F: 3 clusters Score -2504051 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2504437.000000 Penalty: 3327.545654
	Iteration 2Q: 3 clusters Score -2504437 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2504892.000000 Penalty: 3327.545654
	Iteration 3Q: 3 clusters Score -2504892 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2505504.500000 Penalty: 3327.545654
	Iteration 4Q: 3 clusters Score -2505504 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2506346.500000 Penalty: 3327.545654
	Iteration 5F: 3 clusters Score -2506346 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2507542.750000 Penalty: 3327.545654
	Iteration 6F: 3 clusters Score -2507543 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2509062.500000 Penalty: 3327.545654
	Iteration 7F: 3 clusters Score -2509062 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2510656.750000 Penalty: 3327.545654
	Iteration 8F: 3 clusters Score -2510657 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2511939.250000 Penalty: 3327.545654
	Iteration 9F: 3 clusters Score -2511939 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2512943.250000 Penalty: 3327.545654
	Iteration 10Q: 3 clusters Score -2512943 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2513685.000000 Penalty: 3327.545654
	Iteration 11Q: 3 clusters Score -2513685 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -2514156.750000 Penalty: 3327.545654
	Iteration 12Q: 3 clusters Score -2514157 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -2514384.750000 Penalty: 3327.545654
	Iteration 13Q: 3 clusters Score -2514385 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -2514479.750000 Penalty: 3327.545654
	Iteration 14Q: 3 clusters Score -2514480 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2514543.500000 Penalty: 3327.545654
	Iteration 15Q: 3 clusters Score -2514544 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2514571.000000 Penalty: 3327.545654
	Iteration 16Q: 3 clusters Score -2514571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -2514601.000000 Penalty: 3327.545654
	Iteration 17Q: 3 clusters Score -2514601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -2514607.000000 Penalty: 3327.545654
	Iteration 18Q: 3 clusters Score -2514607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -2514615.000000 Penalty: 3327.545654
	Iteration 19Q: 3 clusters Score -2514615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2514619.500000 Penalty: 3327.545654
	Iteration 20F: 3 clusters Score -2514620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2514622.750000 Penalty: 3327.545654
	Iteration 21Q: 3 clusters Score -2514623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2514624.000000 Penalty: 3327.545654
	Iteration 22Q: 3 clusters Score -2514624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2514622.250000 Penalty: 3327.545654
	Iteration 23Q: 3 clusters Score -2514622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2514625.250000 Penalty: 3327.545654
	Iteration 24Q: 3 clusters Score -2514625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2514626.000000 Penalty: 3327.545654
	Iteration 25Q: 3 clusters Score -2514626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2514624.750000 Penalty: 3327.545654
	Iteration 26Q: 3 clusters Score -2514625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -2514626.250000 Penalty: 3327.545654
	Iteration 27Q: 3 clusters Score -2514626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2514624.000000 Penalty: 3327.545654
	Iteration 28Q: 3 clusters Score -2514624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2514625.250000 Penalty: 3327.545654
	Iteration 29Q: 3 clusters Score -2514625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2514625.750000 Penalty: 3327.545654
	Iteration 30Q: 3 clusters Score -2514626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2514625.750000 Penalty: 3327.545654
	Iteration 31F: 3 clusters Score -2514626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Entering Unmasked Estep 
Score: -1556570.500000 Penalty: 1577.513794
	Iteration 0F: 2 clusters Score -1556570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1545359.875000 Penalty: 3155.027588
	Iteration 0F: 3 clusters Score -1545360 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1549162.000000 Penalty: 3155.027588
	Iteration 1F: 3 clusters Score -1549162 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1549479.125000 Penalty: 3155.027588
	Iteration 2F: 3 clusters Score -1549479 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1549790.625000 Penalty: 3155.027588
	Iteration 3Q: 3 clusters Score -1549791 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1550140.750000 Penalty: 3155.027588
	Iteration 4Q: 3 clusters Score -1550141 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1550561.000000 Penalty: 3155.027588
	Iteration 5Q: 3 clusters Score -1550561 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1551042.875000 Penalty: 3155.027588
	Iteration 6Q: 3 clusters Score -1551043 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1551614.500000 Penalty: 3155.027588
	Iteration 7Q: 3 clusters Score -1551614 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1552284.625000 Penalty: 3155.027588
	Iteration 8F: 3 clusters Score -1552285 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1552955.250000 Penalty: 3155.027588
	Iteration 9F: 3 clusters Score -1552955 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1553521.500000 Penalty: 3155.027588
	Iteration 10Q: 3 clusters Score -1553522 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1553956.500000 Penalty: 3155.027588
	Iteration 11Q: 3 clusters Score -1553956 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1554276.000000 Penalty: 3155.027588
	Iteration 12Q: 3 clusters Score -1554276 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1554528.250000 Penalty: 3155.027588
	Iteration 13Q: 3 clusters Score -1554528 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1554724.375000 Penalty: 3155.027588
	Iteration 14Q: 3 clusters Score -1554724 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1554858.000000 Penalty: 3155.027588
	Iteration 15Q: 3 clusters Score -1554858 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1554970.500000 Penalty: 3155.027588
	Iteration 16Q: 3 clusters Score -1554970 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1555060.000000 Penalty: 3155.027588
	Iteration 17Q: 3 clusters Score -1555060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1555107.125000 Penalty: 3155.027588
	Iteration 18Q: 3 clusters Score -1555107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1555126.250000 Penalty: 3155.027588
	Iteration 19Q: 3 clusters Score -1555126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1555142.500000 Penalty: 3155.027588
	Iteration 20F: 3 clusters Score -1555142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1555153.250000 Penalty: 3155.027588
	Iteration 21Q: 3 clusters Score -1555153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1555158.375000 Penalty: 3155.027588
	Iteration 22Q: 3 clusters Score -1555158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1555168.875000 Penalty: 3155.027588
	Iteration 23Q: 3 clusters Score -1555169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1555176.000000 Penalty: 3155.027588
	Iteration 24Q: 3 clusters Score -1555176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1555180.000000 Penalty: 3155.027588
	Iteration 25Q: 3 clusters Score -1555180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1555185.375000 Penalty: 3155.027588
	Iteration 26Q: 3 clusters Score -1555185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1555191.125000 Penalty: 3155.027588
	Iteration 27Q: 3 clusters Score -1555191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1555195.875000 Penalty: 3155.027588
	Iteration 28Q: 3 clusters Score -1555196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1555206.125000 Penalty: 3155.027588
	Iteration 29Q: 3 clusters Score -1555206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1555217.375000 Penalty: 3155.027588
	Iteration 30Q: 3 clusters Score -1555217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1555223.750000 Penalty: 3155.027588
	Iteration 31Q: 3 clusters Score -1555224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1555232.250000 Penalty: 3155.027588
	Iteration 32Q: 3 clusters Score -1555232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1555237.625000 Penalty: 3155.027588
	Iteration 33Q: 3 clusters Score -1555238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1555247.250000 Penalty: 3155.027588
	Iteration 34Q: 3 clusters Score -1555247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1555252.500000 Penalty: 3155.027588
	Iteration 35Q: 3 clusters Score -1555252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1555257.750000 Penalty: 3155.027588
	Iteration 36Q: 3 clusters Score -1555258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1555260.750000 Penalty: 3155.027588
	Iteration 37Q: 3 clusters Score -1555261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1555262.750000 Penalty: 3155.027588
	Iteration 38Q: 3 clusters Score -1555263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1555263.500000 Penalty: 3155.027588
	Iteration 39Q: 3 clusters Score -1555264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1555268.375000 Penalty: 3155.027588
	Iteration 40F: 3 clusters Score -1555268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1555270.750000 Penalty: 3155.027588
	Iteration 41Q: 3 clusters Score -1555271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1555274.500000 Penalty: 3155.027588
	Iteration 42Q: 3 clusters Score -1555274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1555273.875000 Penalty: 3155.027588
	Iteration 43Q: 3 clusters Score -1555274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1555274.125000 Penalty: 3155.027588
	Iteration 44Q: 3 clusters Score -1555274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1555274.125000 Penalty: 3155.027588
	Iteration 45F: 3 clusters Score -1555274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Entering Unmasked Estep 
Score: -5961203.000000 Penalty: 1797.792114
	Iteration 0F: 2 clusters Score -5961203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5918585.000000 Penalty: 3595.584229
	Iteration 0F: 3 clusters Score -5918585 nChanged 30084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5935707.000000 Penalty: 3595.584229
	Iteration 1F: 3 clusters Score -5935707 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -5936298.500000 Penalty: 3595.584229
	Iteration 2Q: 3 clusters Score -5936298 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5936978.500000 Penalty: 3595.584229
	Iteration 3Q: 3 clusters Score -5936978 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -5937882.000000 Penalty: 3595.584229
	Iteration 4Q: 3 clusters Score -5937882 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -5939284.500000 Penalty: 3595.584229
	Iteration 5Q: 3 clusters Score -5939284 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -5941457.000000 Penalty: 3595.584229
	Iteration 6F: 3 clusters Score -5941457 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5944504.000000 Penalty: 3595.584229
	Iteration 7F: 3 clusters Score -5944504 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5948188.500000 Penalty: 3595.584229
	Iteration 8F: 3 clusters Score -5948188 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -5950991.500000 Penalty: 3595.584229
	Iteration 9F: 3 clusters Score -5950992 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -5952544.000000 Penalty: 3595.584229
	Iteration 10Q: 3 clusters Score -5952544 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -5953467.000000 Penalty: 3595.584229
	Iteration 11Q: 3 clusters Score -5953467 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -5954155.500000 Penalty: 3595.584229
	Iteration 12Q: 3 clusters Score -5954156 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -5954650.000000 Penalty: 3595.584229
	Iteration 13Q: 3 clusters Score -5954650 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -5955160.500000 Penalty: 3595.584229
	Iteration 14Q: 3 clusters Score -5955160 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -5955645.500000 Penalty: 3595.584229
	Iteration 15Q: 3 clusters Score -5955646 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -5956136.500000 Penalty: 3595.584229
	Iteration 16Q: 3 clusters Score -5956136 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -5956596.500000 Penalty: 3595.584229
	Iteration 17Q: 3 clusters Score -5956596 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -5956980.000000 Penalty: 3595.584229
	Iteration 18Q: 3 clusters Score -5956980 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -5957272.000000 Penalty: 3595.584229
	Iteration 19Q: 3 clusters Score -5957272 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -5957548.000000 Penalty: 3595.584229
	Iteration 20F: 3 clusters Score -5957548 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -5957781.000000 Penalty: 3595.584229
	Iteration 21Q: 3 clusters Score -5957781 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -5957925.500000 Penalty: 3595.584229
	Iteration 22Q: 3 clusters Score -5957926 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -5958106.000000 Penalty: 3595.584229
	Iteration 23Q: 3 clusters Score -5958106 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -5958261.000000 Penalty: 3595.584229
	Iteration 24Q: 3 clusters Score -5958261 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -5958361.500000 Penalty: 3595.584229
	Iteration 25Q: 3 clusters Score -5958362 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -5958474.000000 Penalty: 3595.584229
	Iteration 26Q: 3 clusters Score -5958474 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -5958570.500000 Penalty: 3595.584229
	Iteration 27Q: 3 clusters Score -5958570 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -5958675.000000 Penalty: 3595.584229
	Iteration 28Q: 3 clusters Score -5958675 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -5958743.500000 Penalty: 3595.584229
	Iteration 29Q: 3 clusters Score -5958744 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -5958828.500000 Penalty: 3595.584229
	Iteration 30Q: 3 clusters Score -5958828 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -5958916.000000 Penalty: 3595.584229
	Iteration 31Q: 3 clusters Score -5958916 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -5958966.500000 Penalty: 3595.584229
	Iteration 32Q: 3 clusters Score -5958966 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -5959036.000000 Penalty: 3595.584229
	Iteration 33Q: 3 clusters Score -5959036 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -5959117.000000 Penalty: 3595.584229
	Iteration 34Q: 3 clusters Score -5959117 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -5959172.500000 Penalty: 3595.584229
	Iteration 35Q: 3 clusters Score -5959172 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -5959259.000000 Penalty: 3595.584229
	Iteration 36Q: 3 clusters Score -5959259 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -5959296.000000 Penalty: 3595.584229
	Iteration 37Q: 3 clusters Score -5959296 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -5959350.000000 Penalty: 3595.584229
	Iteration 38Q: 3 clusters Score -5959350 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -5959373.000000 Penalty: 3595.584229
	Iteration 39Q: 3 clusters Score -5959373 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -5959420.500000 Penalty: 3595.584229
	Iteration 40F: 3 clusters Score -5959420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -5959483.000000 Penalty: 3595.584229
	Iteration 41Q: 3 clusters Score -5959483 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -5959516.500000 Penalty: 3595.584229
	Iteration 42Q: 3 clusters Score -5959516 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -5959550.500000 Penalty: 3595.584229
	Iteration 43Q: 3 clusters Score -5959550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -5959576.500000 Penalty: 3595.584229
	Iteration 44Q: 3 clusters Score -5959576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -5959609.500000 Penalty: 3595.584229
	Iteration 45Q: 3 clusters Score -5959610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -5959618.000000 Penalty: 3595.584229
	Iteration 46Q: 3 clusters Score -5959618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -5959628.000000 Penalty: 3595.584229
	Iteration 47Q: 3 clusters Score -5959628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -5959639.500000 Penalty: 3595.584229
	Iteration 48Q: 3 clusters Score -5959640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -5959642.000000 Penalty: 3595.584229
	Iteration 49Q: 3 clusters Score -5959642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -5959642.500000 Penalty: 3595.584229
	Iteration 50Q: 3 clusters Score -5959642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -5959655.500000 Penalty: 3595.584229
	Iteration 51Q: 3 clusters Score -5959656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -5959664.000000 Penalty: 3595.584229
	Iteration 52Q: 3 clusters Score -5959664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -5959677.500000 Penalty: 3595.584229
	Iteration 53Q: 3 clusters Score -5959678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -5959699.500000 Penalty: 3595.584229
	Iteration 54Q: 3 clusters Score -5959700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -5959709.500000 Penalty: 3595.584229
	Iteration 55Q: 3 clusters Score -5959710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -5959730.500000 Penalty: 3595.584229
	Iteration 56Q: 3 clusters Score -5959730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -5959750.500000 Penalty: 3595.584229
	Iteration 57Q: 3 clusters Score -5959750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -5959770.000000 Penalty: 3595.584229
	Iteration 58Q: 3 clusters Score -5959770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -5959775.000000 Penalty: 3595.584229
	Iteration 59Q: 3 clusters Score -5959775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -5959784.500000 Penalty: 3595.584229
	Iteration 60F: 3 clusters Score -5959784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -5959794.000000 Penalty: 3595.584229
	Iteration 61Q: 3 clusters Score -5959794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -5959804.500000 Penalty: 3595.584229
	Iteration 62Q: 3 clusters Score -5959804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -5959802.000000 Penalty: 3595.584229
	Iteration 63Q: 3 clusters Score -5959802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -5959815.500000 Penalty: 3595.584229
	Iteration 64Q: 3 clusters Score -5959816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -5959803.500000 Penalty: 3595.584229
	Iteration 65Q: 3 clusters Score -5959804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -5959805.500000 Penalty: 3595.584229
	Iteration 66Q: 3 clusters Score -5959806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -5959811.000000 Penalty: 3595.584229
	Iteration 67Q: 3 clusters Score -5959811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -5959813.000000 Penalty: 3595.584229
	Iteration 68Q: 3 clusters Score -5959813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -5959813.000000 Penalty: 3595.584229
	Iteration 69Q: 3 clusters Score -5959813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -5959813.500000 Penalty: 3595.584229
	Iteration 70Q: 3 clusters Score -5959814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -5959827.500000 Penalty: 3595.584229
	Iteration 71Q: 3 clusters Score -5959828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -5959834.000000 Penalty: 3595.584229
	Iteration 72Q: 3 clusters Score -5959834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -5959834.000000 Penalty: 3595.584229
	Iteration 73Q: 3 clusters Score -5959834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -5959838.500000 Penalty: 3595.584229
	Iteration 74Q: 3 clusters Score -5959838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -5959834.500000 Penalty: 3595.584229
	Iteration 75Q: 3 clusters Score -5959834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -5959831.500000 Penalty: 3595.584229
	Iteration 76Q: 3 clusters Score -5959832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -5959828.500000 Penalty: 3595.584229
	Iteration 77Q: 3 clusters Score -5959828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -5959825.500000 Penalty: 3595.584229
	Iteration 78Q: 3 clusters Score -5959826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -5959827.000000 Penalty: 3595.584229
	Iteration 79Q: 3 clusters Score -5959827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -5959828.000000 Penalty: 3595.584229
	Iteration 80F: 3 clusters Score -5959828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -5959827.000000 Penalty: 3595.584229
	Iteration 81Q: 3 clusters Score -5959827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -5959829.500000 Penalty: 3595.584229
	Iteration 82Q: 3 clusters Score -5959830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -5959829.000000 Penalty: 3595.584229
	Iteration 83Q: 3 clusters Score -5959829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -5959829.000000 Penalty: 3595.584229
	Iteration 84F: 3 clusters Score -5959829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Entering Unmasked Estep 
Score: -446218.468750 Penalty: 1392.343384
	Iteration 0F: 2 clusters Score -446218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -442054.437500 Penalty: 2784.686768
	Iteration 0F: 3 clusters Score -442054.4 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -443486.156250 Penalty: 2784.686768
	Iteration 1F: 3 clusters Score -443486.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -444114.937500 Penalty: 2784.686768
	Iteration 2F: 3 clusters Score -444114.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -444897.687500 Penalty: 2784.686768
	Iteration 3F: 3 clusters Score -444897.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -445661.562500 Penalty: 2784.686768
	Iteration 4F: 3 clusters Score -445661.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -446165.218750 Penalty: 2784.686768
	Iteration 5F: 3 clusters Score -446165.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -446389.562500 Penalty: 2784.686768
	Iteration 6Q: 3 clusters Score -446389.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -446545.812500 Penalty: 2784.686768
	Iteration 7Q: 3 clusters Score -446545.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -446628.875000 Penalty: 2784.686768
	Iteration 8Q: 3 clusters Score -446628.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -446653.718750 Penalty: 2784.686768
	Iteration 9Q: 3 clusters Score -446653.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -446662.531250 Penalty: 2784.686768
	Iteration 10Q: 3 clusters Score -446662.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -446666.156250 Penalty: 2784.686768
	Iteration 11Q: 3 clusters Score -446666.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -446668.656250 Penalty: 2784.686768
	Iteration 12Q: 3 clusters Score -446668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -446669.062500 Penalty: 2784.686768
	Iteration 13Q: 3 clusters Score -446669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -446670.218750 Penalty: 2784.686768
	Iteration 14Q: 3 clusters Score -446670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -446669.593750 Penalty: 2784.686768
	Iteration 15Q: 3 clusters Score -446669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -446669.593750 Penalty: 2784.686768
	Iteration 16F: 3 clusters Score -446669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 27962 members 
Mstep: Class 3 contains 16445 members 
Mstep: Class 4 contains 63789 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 14448 members 
Mstep: Class 10 contains 46021 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 336860 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38873 members 
Mstep: Class 21 contains 8888 members 
Entering Unmasked Estep 
Score: -54519312.000000 Penalty: 28115.259766
Splitting cluster 6 changes total score from -54519732.000000 to -54519312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (14448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Entering Unmasked Estep 
Score: -1368897.750000 Penalty: 1556.475586
	Iteration 0F: 2 clusters Score -1368898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1358902.875000 Penalty: 3112.951172
	Iteration 0F: 3 clusters Score -1358903 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1362261.125000 Penalty: 3112.951172
	Iteration 1F: 3 clusters Score -1362261 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1362503.125000 Penalty: 3112.951172
	Iteration 2F: 3 clusters Score -1362503 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1362716.500000 Penalty: 3112.951172
	Iteration 3Q: 3 clusters Score -1362716 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1362908.625000 Penalty: 3112.951172
	Iteration 4Q: 3 clusters Score -1362909 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1363109.750000 Penalty: 3112.951172
	Iteration 5Q: 3 clusters Score -1363110 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1363372.875000 Penalty: 3112.951172
	Iteration 6Q: 3 clusters Score -1363373 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1363722.875000 Penalty: 3112.951172
	Iteration 7Q: 3 clusters Score -1363723 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1364153.500000 Penalty: 3112.951172
	Iteration 8Q: 3 clusters Score -1364154 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1364680.375000 Penalty: 3112.951172
	Iteration 9F: 3 clusters Score -1364680 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1365247.250000 Penalty: 3112.951172
	Iteration 10F: 3 clusters Score -1365247 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1365715.875000 Penalty: 3112.951172
	Iteration 11Q: 3 clusters Score -1365716 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1365978.125000 Penalty: 3112.951172
	Iteration 12Q: 3 clusters Score -1365978 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1366151.875000 Penalty: 3112.951172
	Iteration 13Q: 3 clusters Score -1366152 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1366239.375000 Penalty: 3112.951172
	Iteration 14Q: 3 clusters Score -1366239 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1366297.250000 Penalty: 3112.951172
	Iteration 15Q: 3 clusters Score -1366297 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1366339.000000 Penalty: 3112.951172
	Iteration 16Q: 3 clusters Score -1366339 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1366374.500000 Penalty: 3112.951172
	Iteration 17Q: 3 clusters Score -1366374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1366398.750000 Penalty: 3112.951172
	Iteration 18Q: 3 clusters Score -1366399 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1366423.875000 Penalty: 3112.951172
	Iteration 19Q: 3 clusters Score -1366424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1366459.500000 Penalty: 3112.951172
	Iteration 20F: 3 clusters Score -1366460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1366488.625000 Penalty: 3112.951172
	Iteration 21Q: 3 clusters Score -1366489 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1366525.250000 Penalty: 3112.951172
	Iteration 22Q: 3 clusters Score -1366525 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1366554.500000 Penalty: 3112.951172
	Iteration 23Q: 3 clusters Score -1366554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1366583.125000 Penalty: 3112.951172
	Iteration 24Q: 3 clusters Score -1366583 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1366617.125000 Penalty: 3112.951172
	Iteration 25Q: 3 clusters Score -1366617 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1366642.250000 Penalty: 3112.951172
	Iteration 26Q: 3 clusters Score -1366642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1366664.250000 Penalty: 3112.951172
	Iteration 27Q: 3 clusters Score -1366664 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1366686.500000 Penalty: 3112.951172
	Iteration 28Q: 3 clusters Score -1366686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1366710.375000 Penalty: 3112.951172
	Iteration 29Q: 3 clusters Score -1366710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1366738.625000 Penalty: 3112.951172
	Iteration 30Q: 3 clusters Score -1366739 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1366765.125000 Penalty: 3112.951172
	Iteration 31Q: 3 clusters Score -1366765 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1366789.875000 Penalty: 3112.951172
	Iteration 32Q: 3 clusters Score -1366790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1366820.250000 Penalty: 3112.951172
	Iteration 33Q: 3 clusters Score -1366820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1366836.375000 Penalty: 3112.951172
	Iteration 34Q: 3 clusters Score -1366836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1366858.375000 Penalty: 3112.951172
	Iteration 35Q: 3 clusters Score -1366858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1366877.125000 Penalty: 3112.951172
	Iteration 36Q: 3 clusters Score -1366877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1366885.000000 Penalty: 3112.951172
	Iteration 37Q: 3 clusters Score -1366885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1366900.875000 Penalty: 3112.951172
	Iteration 38Q: 3 clusters Score -1366901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1366913.250000 Penalty: 3112.951172
	Iteration 39Q: 3 clusters Score -1366913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1366916.000000 Penalty: 3112.951172
	Iteration 40F: 3 clusters Score -1366916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1366923.375000 Penalty: 3112.951172
	Iteration 41Q: 3 clusters Score -1366923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1366937.750000 Penalty: 3112.951172
	Iteration 42Q: 3 clusters Score -1366938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1366951.125000 Penalty: 3112.951172
	Iteration 43Q: 3 clusters Score -1366951 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1366965.250000 Penalty: 3112.951172
	Iteration 44Q: 3 clusters Score -1366965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1366975.375000 Penalty: 3112.951172
	Iteration 45Q: 3 clusters Score -1366975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1366991.875000 Penalty: 3112.951172
	Iteration 46Q: 3 clusters Score -1366992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1367012.125000 Penalty: 3112.951172
	Iteration 47Q: 3 clusters Score -1367012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1367029.625000 Penalty: 3112.951172
	Iteration 48Q: 3 clusters Score -1367030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1367055.000000 Penalty: 3112.951172
	Iteration 49Q: 3 clusters Score -1367055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1367076.125000 Penalty: 3112.951172
	Iteration 50Q: 3 clusters Score -1367076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1367096.000000 Penalty: 3112.951172
	Iteration 51Q: 3 clusters Score -1367096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1367115.625000 Penalty: 3112.951172
	Iteration 52Q: 3 clusters Score -1367116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1367124.625000 Penalty: 3112.951172
	Iteration 53Q: 3 clusters Score -1367125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1367138.875000 Penalty: 3112.951172
	Iteration 54Q: 3 clusters Score -1367139 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1367156.000000 Penalty: 3112.951172
	Iteration 55Q: 3 clusters Score -1367156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1367171.500000 Penalty: 3112.951172
	Iteration 56Q: 3 clusters Score -1367172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1367183.875000 Penalty: 3112.951172
	Iteration 57Q: 3 clusters Score -1367184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1367201.375000 Penalty: 3112.951172
	Iteration 58Q: 3 clusters Score -1367201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1367218.250000 Penalty: 3112.951172
	Iteration 59Q: 3 clusters Score -1367218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1367225.250000 Penalty: 3112.951172
	Iteration 60F: 3 clusters Score -1367225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1367243.500000 Penalty: 3112.951172
	Iteration 61Q: 3 clusters Score -1367244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1367248.875000 Penalty: 3112.951172
	Iteration 62Q: 3 clusters Score -1367249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1367260.875000 Penalty: 3112.951172
	Iteration 63Q: 3 clusters Score -1367261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1367276.250000 Penalty: 3112.951172
	Iteration 64Q: 3 clusters Score -1367276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1367288.625000 Penalty: 3112.951172
	Iteration 65Q: 3 clusters Score -1367289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1367303.375000 Penalty: 3112.951172
	Iteration 66Q: 3 clusters Score -1367303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1367309.125000 Penalty: 3112.951172
	Iteration 67Q: 3 clusters Score -1367309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1367317.875000 Penalty: 3112.951172
	Iteration 68Q: 3 clusters Score -1367318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1367327.375000 Penalty: 3112.951172
	Iteration 69Q: 3 clusters Score -1367327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1367333.375000 Penalty: 3112.951172
	Iteration 70Q: 3 clusters Score -1367333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1367335.875000 Penalty: 3112.951172
	Iteration 71Q: 3 clusters Score -1367336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1367344.625000 Penalty: 3112.951172
	Iteration 72Q: 3 clusters Score -1367345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1367348.000000 Penalty: 3112.951172
	Iteration 73Q: 3 clusters Score -1367348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1367357.750000 Penalty: 3112.951172
	Iteration 74Q: 3 clusters Score -1367358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1367364.375000 Penalty: 3112.951172
	Iteration 75Q: 3 clusters Score -1367364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1367372.375000 Penalty: 3112.951172
	Iteration 76Q: 3 clusters Score -1367372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1367379.000000 Penalty: 3112.951172
	Iteration 77Q: 3 clusters Score -1367379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1367385.750000 Penalty: 3112.951172
	Iteration 78Q: 3 clusters Score -1367386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1367389.750000 Penalty: 3112.951172
	Iteration 79Q: 3 clusters Score -1367390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1367400.500000 Penalty: 3112.951172
	Iteration 80F: 3 clusters Score -1367400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1367408.125000 Penalty: 3112.951172
	Iteration 81Q: 3 clusters Score -1367408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1367414.625000 Penalty: 3112.951172
	Iteration 82Q: 3 clusters Score -1367415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1367416.125000 Penalty: 3112.951172
	Iteration 83Q: 3 clusters Score -1367416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1367420.500000 Penalty: 3112.951172
	Iteration 84Q: 3 clusters Score -1367420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1367427.750000 Penalty: 3112.951172
	Iteration 85Q: 3 clusters Score -1367428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1367431.750000 Penalty: 3112.951172
	Iteration 86Q: 3 clusters Score -1367432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1367438.000000 Penalty: 3112.951172
	Iteration 87Q: 3 clusters Score -1367438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1367439.250000 Penalty: 3112.951172
	Iteration 88Q: 3 clusters Score -1367439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1367444.875000 Penalty: 3112.951172
	Iteration 89Q: 3 clusters Score -1367445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1367448.125000 Penalty: 3112.951172
	Iteration 90Q: 3 clusters Score -1367448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1367455.250000 Penalty: 3112.951172
	Iteration 91Q: 3 clusters Score -1367455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1367454.250000 Penalty: 3112.951172
	Iteration 92Q: 3 clusters Score -1367454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1367460.625000 Penalty: 3112.951172
	Iteration 93Q: 3 clusters Score -1367461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1367469.125000 Penalty: 3112.951172
	Iteration 94Q: 3 clusters Score -1367469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1367482.250000 Penalty: 3112.951172
	Iteration 95Q: 3 clusters Score -1367482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1367492.875000 Penalty: 3112.951172
	Iteration 96Q: 3 clusters Score -1367493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1367506.500000 Penalty: 3112.951172
	Iteration 97Q: 3 clusters Score -1367506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1367514.375000 Penalty: 3112.951172
	Iteration 98Q: 3 clusters Score -1367514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1367517.500000 Penalty: 3112.951172
	Iteration 99Q: 3 clusters Score -1367518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1367522.875000 Penalty: 3112.951172
	Iteration 100F: 3 clusters Score -1367523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1367531.250000 Penalty: 3112.951172
	Iteration 101Q: 3 clusters Score -1367531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1367538.125000 Penalty: 3112.951172
	Iteration 102Q: 3 clusters Score -1367538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1367551.375000 Penalty: 3112.951172
	Iteration 103Q: 3 clusters Score -1367551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1367566.875000 Penalty: 3112.951172
	Iteration 104Q: 3 clusters Score -1367567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1367569.375000 Penalty: 3112.951172
	Iteration 105Q: 3 clusters Score -1367569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1367582.625000 Penalty: 3112.951172
	Iteration 106Q: 3 clusters Score -1367583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1367593.375000 Penalty: 3112.951172
	Iteration 107Q: 3 clusters Score -1367593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1367611.875000 Penalty: 3112.951172
	Iteration 108Q: 3 clusters Score -1367612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1367628.375000 Penalty: 3112.951172
	Iteration 109Q: 3 clusters Score -1367628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1367639.875000 Penalty: 3112.951172
	Iteration 110Q: 3 clusters Score -1367640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1367642.875000 Penalty: 3112.951172
	Iteration 111Q: 3 clusters Score -1367643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1367647.750000 Penalty: 3112.951172
	Iteration 112Q: 3 clusters Score -1367648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1367650.250000 Penalty: 3112.951172
	Iteration 113Q: 3 clusters Score -1367650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1367652.625000 Penalty: 3112.951172
	Iteration 114Q: 3 clusters Score -1367653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1367656.500000 Penalty: 3112.951172
	Iteration 115Q: 3 clusters Score -1367656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1367657.625000 Penalty: 3112.951172
	Iteration 116Q: 3 clusters Score -1367658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1367663.875000 Penalty: 3112.951172
	Iteration 117Q: 3 clusters Score -1367664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1367665.375000 Penalty: 3112.951172
	Iteration 118Q: 3 clusters Score -1367665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1367670.000000 Penalty: 3112.951172
	Iteration 119Q: 3 clusters Score -1367670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1367669.000000 Penalty: 3112.951172
	Iteration 120F: 3 clusters Score -1367669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1367667.875000 Penalty: 3112.951172
	Iteration 121Q: 3 clusters Score -1367668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1367672.000000 Penalty: 3112.951172
	Iteration 122Q: 3 clusters Score -1367672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1367676.625000 Penalty: 3112.951172
	Iteration 123Q: 3 clusters Score -1367677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1367681.250000 Penalty: 3112.951172
	Iteration 124Q: 3 clusters Score -1367681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1367685.250000 Penalty: 3112.951172
	Iteration 125Q: 3 clusters Score -1367685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1367684.125000 Penalty: 3112.951172
	Iteration 126Q: 3 clusters Score -1367684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1367685.250000 Penalty: 3112.951172
	Iteration 127Q: 3 clusters Score -1367685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1367685.250000 Penalty: 3112.951172
	Iteration 128F: 3 clusters Score -1367685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Entering Unmasked Estep 
Score: -4294186.000000 Penalty: 1744.738525
	Iteration 0F: 2 clusters Score -4294186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4263545.000000 Penalty: 3489.477051
	Iteration 0F: 3 clusters Score -4263545 nChanged 21376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4275762.000000 Penalty: 3489.477051
	Iteration 1F: 3 clusters Score -4275762 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4276827.000000 Penalty: 3489.477051
	Iteration 2Q: 3 clusters Score -4276827 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4278729.500000 Penalty: 3489.477051
	Iteration 3F: 3 clusters Score -4278730 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4281925.500000 Penalty: 3489.477051
	Iteration 4F: 3 clusters Score -4281926 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -4286268.500000 Penalty: 3489.477051
	Iteration 5F: 3 clusters Score -4286268 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -4290108.500000 Penalty: 3489.477051
	Iteration 6F: 3 clusters Score -4290108 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -4291868.500000 Penalty: 3489.477051
	Iteration 7Q: 3 clusters Score -4291868 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -4292421.000000 Penalty: 3489.477051
	Iteration 8Q: 3 clusters Score -4292421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -4292574.000000 Penalty: 3489.477051
	Iteration 9Q: 3 clusters Score -4292574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -4292625.000000 Penalty: 3489.477051
	Iteration 10Q: 3 clusters Score -4292625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -4292642.500000 Penalty: 3489.477051
	Iteration 11Q: 3 clusters Score -4292642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -4292648.000000 Penalty: 3489.477051
	Iteration 12Q: 3 clusters Score -4292648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -4292652.500000 Penalty: 3489.477051
	Iteration 13Q: 3 clusters Score -4292652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -4292663.500000 Penalty: 3489.477051
	Iteration 14Q: 3 clusters Score -4292664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -4292669.000000 Penalty: 3489.477051
	Iteration 15Q: 3 clusters Score -4292669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -4292673.500000 Penalty: 3489.477051
	Iteration 16Q: 3 clusters Score -4292674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -4292674.000000 Penalty: 3489.477051
	Iteration 17Q: 3 clusters Score -4292674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -4292674.500000 Penalty: 3489.477051
	Iteration 18Q: 3 clusters Score -4292674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -4292674.500000 Penalty: 3489.477051
	Iteration 19F: 3 clusters Score -4292674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -299744.312500 Penalty: 1308.031860
	Iteration 0F: 2 clusters Score -299744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -296931.812500 Penalty: 2616.063721
	Iteration 0F: 3 clusters Score -296931.8 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -297600.468750 Penalty: 2616.063721
	Iteration 1F: 3 clusters Score -297600.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297739.593750 Penalty: 2616.063721
	Iteration 2F: 3 clusters Score -297739.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -297818.562500 Penalty: 2616.063721
	Iteration 3Q: 3 clusters Score -297818.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -297868.125000 Penalty: 2616.063721
	Iteration 4Q: 3 clusters Score -297868.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -297894.875000 Penalty: 2616.063721
	Iteration 5Q: 3 clusters Score -297894.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -297923.406250 Penalty: 2616.063721
	Iteration 6Q: 3 clusters Score -297923.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -297954.093750 Penalty: 2616.063721
	Iteration 7Q: 3 clusters Score -297954.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -297975.531250 Penalty: 2616.063721
	Iteration 8Q: 3 clusters Score -297975.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -297991.906250 Penalty: 2616.063721
	Iteration 9Q: 3 clusters Score -297991.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -298005.187500 Penalty: 2616.063721
	Iteration 10Q: 3 clusters Score -298005.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -298020.750000 Penalty: 2616.063721
	Iteration 11Q: 3 clusters Score -298020.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -298032.750000 Penalty: 2616.063721
	Iteration 12Q: 3 clusters Score -298032.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -298044.281250 Penalty: 2616.063721
	Iteration 13Q: 3 clusters Score -298044.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -298052.343750 Penalty: 2616.063721
	Iteration 14Q: 3 clusters Score -298052.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -298060.093750 Penalty: 2616.063721
	Iteration 15Q: 3 clusters Score -298060.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -298070.718750 Penalty: 2616.063721
	Iteration 16Q: 3 clusters Score -298070.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -298074.625000 Penalty: 2616.063721
	Iteration 17Q: 3 clusters Score -298074.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -298079.156250 Penalty: 2616.063721
	Iteration 18Q: 3 clusters Score -298079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -298085.593750 Penalty: 2616.063721
	Iteration 19Q: 3 clusters Score -298085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -298089.781250 Penalty: 2616.063721
	Iteration 20F: 3 clusters Score -298089.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -298095.062500 Penalty: 2616.063721
	Iteration 21Q: 3 clusters Score -298095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -298098.156250 Penalty: 2616.063721
	Iteration 22Q: 3 clusters Score -298098.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -298102.250000 Penalty: 2616.063721
	Iteration 23Q: 3 clusters Score -298102.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -298109.843750 Penalty: 2616.063721
	Iteration 24Q: 3 clusters Score -298109.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -298113.812500 Penalty: 2616.063721
	Iteration 25Q: 3 clusters Score -298113.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -298118.781250 Penalty: 2616.063721
	Iteration 26Q: 3 clusters Score -298118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -298124.437500 Penalty: 2616.063721
	Iteration 27Q: 3 clusters Score -298124.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -298130.375000 Penalty: 2616.063721
	Iteration 28Q: 3 clusters Score -298130.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -298137.312500 Penalty: 2616.063721
	Iteration 29Q: 3 clusters Score -298137.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -298143.031250 Penalty: 2616.063721
	Iteration 30Q: 3 clusters Score -298143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -298147.406250 Penalty: 2616.063721
	Iteration 31Q: 3 clusters Score -298147.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -298152.125000 Penalty: 2616.063721
	Iteration 32Q: 3 clusters Score -298152.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -298156.531250 Penalty: 2616.063721
	Iteration 33Q: 3 clusters Score -298156.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -298162.125000 Penalty: 2616.063721
	Iteration 34Q: 3 clusters Score -298162.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -298170.343750 Penalty: 2616.063721
	Iteration 35Q: 3 clusters Score -298170.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -298176.718750 Penalty: 2616.063721
	Iteration 36Q: 3 clusters Score -298176.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -298181.531250 Penalty: 2616.063721
	Iteration 37Q: 3 clusters Score -298181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -298186.250000 Penalty: 2616.063721
	Iteration 38Q: 3 clusters Score -298186.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -298193.187500 Penalty: 2616.063721
	Iteration 39Q: 3 clusters Score -298193.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -298201.312500 Penalty: 2616.063721
	Iteration 40F: 3 clusters Score -298201.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -298212.906250 Penalty: 2616.063721
	Iteration 41Q: 3 clusters Score -298212.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -298221.468750 Penalty: 2616.063721
	Iteration 42Q: 3 clusters Score -298221.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -298232.625000 Penalty: 2616.063721
	Iteration 43Q: 3 clusters Score -298232.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -298244.187500 Penalty: 2616.063721
	Iteration 44Q: 3 clusters Score -298244.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -298257.343750 Penalty: 2616.063721
	Iteration 45Q: 3 clusters Score -298257.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -298266.687500 Penalty: 2616.063721
	Iteration 46Q: 3 clusters Score -298266.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -298277.843750 Penalty: 2616.063721
	Iteration 47Q: 3 clusters Score -298277.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -298293.375000 Penalty: 2616.063721
	Iteration 48Q: 3 clusters Score -298293.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -298308.968750 Penalty: 2616.063721
	Iteration 49Q: 3 clusters Score -298309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -298323.406250 Penalty: 2616.063721
	Iteration 50Q: 3 clusters Score -298323.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -298341.156250 Penalty: 2616.063721
	Iteration 51Q: 3 clusters Score -298341.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -298357.937500 Penalty: 2616.063721
	Iteration 52Q: 3 clusters Score -298357.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -298373.906250 Penalty: 2616.063721
	Iteration 53Q: 3 clusters Score -298373.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -298393.500000 Penalty: 2616.063721
	Iteration 54Q: 3 clusters Score -298393.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -298409.500000 Penalty: 2616.063721
	Iteration 55Q: 3 clusters Score -298409.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -298425.500000 Penalty: 2616.063721
	Iteration 56Q: 3 clusters Score -298425.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -298440.093750 Penalty: 2616.063721
	Iteration 57Q: 3 clusters Score -298440.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -298457.000000 Penalty: 2616.063721
	Iteration 58Q: 3 clusters Score -298457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -298471.437500 Penalty: 2616.063721
	Iteration 59Q: 3 clusters Score -298471.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -298486.187500 Penalty: 2616.063721
	Iteration 60F: 3 clusters Score -298486.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -298493.812500 Penalty: 2616.063721
	Iteration 61Q: 3 clusters Score -298493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -298503.093750 Penalty: 2616.063721
	Iteration 62Q: 3 clusters Score -298503.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -298513.031250 Penalty: 2616.063721
	Iteration 63Q: 3 clusters Score -298513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -298521.625000 Penalty: 2616.063721
	Iteration 64Q: 3 clusters Score -298521.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -298525.937500 Penalty: 2616.063721
	Iteration 65Q: 3 clusters Score -298525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -298529.531250 Penalty: 2616.063721
	Iteration 66Q: 3 clusters Score -298529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -298535.437500 Penalty: 2616.063721
	Iteration 67Q: 3 clusters Score -298535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -298545.281250 Penalty: 2616.063721
	Iteration 68Q: 3 clusters Score -298545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -298552.718750 Penalty: 2616.063721
	Iteration 69Q: 3 clusters Score -298552.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -298562.312500 Penalty: 2616.063721
	Iteration 70Q: 3 clusters Score -298562.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -298568.656250 Penalty: 2616.063721
	Iteration 71Q: 3 clusters Score -298568.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -298575.625000 Penalty: 2616.063721
	Iteration 72Q: 3 clusters Score -298575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -298577.781250 Penalty: 2616.063721
	Iteration 73Q: 3 clusters Score -298577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -298578.156250 Penalty: 2616.063721
	Iteration 74Q: 3 clusters Score -298578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -298578.156250 Penalty: 2616.063721
	Iteration 75F: 3 clusters Score -298578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336860 members 
Entering Unmasked Estep 
Score: -30760294.000000 Penalty: 2068.206299
	Iteration 0F: 2 clusters Score -3.076029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167886 members 
Mstep: Class 2 contains 168974 members 
Entering Unmasked Estep 
Score: -30550218.000000 Penalty: 4136.412598
	Iteration 0F: 3 clusters Score -3.055022e+07 nChanged 164366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155796 members 
Mstep: Class 2 contains 181064 members 
Entering Unmasked Estep 
Score: -30652862.000000 Penalty: 4136.412598
	Iteration 1F: 3 clusters Score -3.065286e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 187941 members 
Entering Unmasked Estep 
Score: -30657100.000000 Penalty: 4136.412598
	Iteration 2Q: 3 clusters Score -3.06571e+07 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 198136 members 
Entering Unmasked Estep 
Score: -30664046.000000 Penalty: 4136.412598
	Iteration 3Q: 3 clusters Score -3.066405e+07 nChanged 18935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124571 members 
Mstep: Class 2 contains 212289 members 
Entering Unmasked Estep 
Score: -30674974.000000 Penalty: 4136.412598
	Iteration 4F: 3 clusters Score -3.067497e+07 nChanged 22053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -30690572.000000 Penalty: 4136.412598
	Iteration 5F: 3 clusters Score -3.069057e+07 nChanged 22505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 247453 members 
Entering Unmasked Estep 
Score: -30709134.000000 Penalty: 4136.412598
	Iteration 6F: 3 clusters Score -3.070913e+07 nChanged 20207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 262860 members 
Entering Unmasked Estep 
Score: -30725746.000000 Penalty: 4136.412598
	Iteration 7F: 3 clusters Score -3.072575e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 274120 members 
Entering Unmasked Estep 
Score: -30737374.000000 Penalty: 4136.412598
	Iteration 8Q: 3 clusters Score -3.073737e+07 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 282176 members 
Entering Unmasked Estep 
Score: -30744466.000000 Penalty: 4136.412598
	Iteration 9Q: 3 clusters Score -3.074447e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 288768 members 
Entering Unmasked Estep 
Score: -30750032.000000 Penalty: 4136.412598
	Iteration 10Q: 3 clusters Score -3.075003e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 294715 members 
Entering Unmasked Estep 
Score: -30754076.000000 Penalty: 4136.412598
	Iteration 11Q: 3 clusters Score -3.075408e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 300099 members 
Entering Unmasked Estep 
Score: -30756398.000000 Penalty: 4136.412598
	Iteration 12Q: 3 clusters Score -3.07564e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 304836 members 
Entering Unmasked Estep 
Score: -30758958.000000 Penalty: 4136.412598
	Iteration 13Q: 3 clusters Score -3.075896e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 308924 members 
Entering Unmasked Estep 
Score: -30760870.000000 Penalty: 4136.412598
	Iteration 14Q: 3 clusters Score -3.076087e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 312256 members 
Entering Unmasked Estep 
Score: -30762612.000000 Penalty: 4136.412598
	Iteration 15Q: 3 clusters Score -3.076261e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 314898 members 
Entering Unmasked Estep 
Score: -30763926.000000 Penalty: 4136.412598
	Iteration 16Q: 3 clusters Score -3.076393e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 316894 members 
Entering Unmasked Estep 
Score: -30764840.000000 Penalty: 4136.412598
	Iteration 17Q: 3 clusters Score -3.076484e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 318377 members 
Entering Unmasked Estep 
Score: -30765316.000000 Penalty: 4136.412598
	Iteration 18Q: 3 clusters Score -3.076532e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 319456 members 
Entering Unmasked Estep 
Score: -30765558.000000 Penalty: 4136.412598
	Iteration 19Q: 3 clusters Score -3.076556e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 320245 members 
Entering Unmasked Estep 
Score: -30765872.000000 Penalty: 4136.412598
	Iteration 20F: 3 clusters Score -3.076587e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 320873 members 
Entering Unmasked Estep 
Score: -30766092.000000 Penalty: 4136.412598
	Iteration 21Q: 3 clusters Score -3.076609e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 321430 members 
Entering Unmasked Estep 
Score: -30766140.000000 Penalty: 4136.412598
	Iteration 22Q: 3 clusters Score -3.076614e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 321905 members 
Entering Unmasked Estep 
Score: -30766204.000000 Penalty: 4136.412598
	Iteration 23Q: 3 clusters Score -3.07662e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 322303 members 
Entering Unmasked Estep 
Score: -30766178.000000 Penalty: 4136.412598
	Iteration 24Q: 3 clusters Score -3.076618e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 322618 members 
Entering Unmasked Estep 
Score: -30766242.000000 Penalty: 4136.412598
	Iteration 25Q: 3 clusters Score -3.076624e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 322902 members 
Entering Unmasked Estep 
Score: -30766150.000000 Penalty: 4136.412598
	Iteration 26Q: 3 clusters Score -3.076615e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 323131 members 
Entering Unmasked Estep 
Score: -30766114.000000 Penalty: 4136.412598
	Iteration 27Q: 3 clusters Score -3.076611e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 323316 members 
Entering Unmasked Estep 
Score: -30766112.000000 Penalty: 4136.412598
	Iteration 28Q: 3 clusters Score -3.076611e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 323480 members 
Entering Unmasked Estep 
Score: -30766120.000000 Penalty: 4136.412598
	Iteration 29Q: 3 clusters Score -3.076612e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 323612 members 
Entering Unmasked Estep 
Score: -30766092.000000 Penalty: 4136.412598
	Iteration 30Q: 3 clusters Score -3.076609e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 323732 members 
Entering Unmasked Estep 
Score: -30766032.000000 Penalty: 4136.412598
	Iteration 31Q: 3 clusters Score -3.076603e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 323827 members 
Entering Unmasked Estep 
Score: -30766088.000000 Penalty: 4136.412598
	Iteration 32Q: 3 clusters Score -3.076609e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 323906 members 
Entering Unmasked Estep 
Score: -30766106.000000 Penalty: 4136.412598
	Iteration 33Q: 3 clusters Score -3.076611e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 323971 members 
Entering Unmasked Estep 
Score: -30766140.000000 Penalty: 4136.412598
	Iteration 34Q: 3 clusters Score -3.076614e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 324025 members 
Entering Unmasked Estep 
Score: -30766112.000000 Penalty: 4136.412598
	Iteration 35Q: 3 clusters Score -3.076611e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 324073 members 
Entering Unmasked Estep 
Score: -30766084.000000 Penalty: 4136.412598
	Iteration 36Q: 3 clusters Score -3.076608e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 324129 members 
Entering Unmasked Estep 
Score: -30766066.000000 Penalty: 4136.412598
	Iteration 37Q: 3 clusters Score -3.076607e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 324174 members 
Entering Unmasked Estep 
Score: -30766108.000000 Penalty: 4136.412598
	Iteration 38Q: 3 clusters Score -3.076611e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 324207 members 
Entering Unmasked Estep 
Score: -30766078.000000 Penalty: 4136.412598
	Iteration 39Q: 3 clusters Score -3.076608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 324242 members 
Entering Unmasked Estep 
Score: -30766094.000000 Penalty: 4136.412598
	Iteration 40F: 3 clusters Score -3.076609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 324272 members 
Entering Unmasked Estep 
Score: -30766082.000000 Penalty: 4136.412598
	Iteration 41Q: 3 clusters Score -3.076608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 324293 members 
Entering Unmasked Estep 
Score: -30766076.000000 Penalty: 4136.412598
	Iteration 42Q: 3 clusters Score -3.076608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 324316 members 
Entering Unmasked Estep 
Score: -30766064.000000 Penalty: 4136.412598
	Iteration 43Q: 3 clusters Score -3.076606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 324340 members 
Entering Unmasked Estep 
Score: -30766044.000000 Penalty: 4136.412598
	Iteration 44Q: 3 clusters Score -3.076604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 324367 members 
Entering Unmasked Estep 
Score: -30766030.000000 Penalty: 4136.412598
	Iteration 45Q: 3 clusters Score -3.076603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 324396 members 
Entering Unmasked Estep 
Score: -30766008.000000 Penalty: 4136.412598
	Iteration 46Q: 3 clusters Score -3.076601e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 324416 members 
Entering Unmasked Estep 
Score: -30766032.000000 Penalty: 4136.412598
	Iteration 47Q: 3 clusters Score -3.076603e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 324439 members 
Entering Unmasked Estep 
Score: -30766042.000000 Penalty: 4136.412598
	Iteration 48Q: 3 clusters Score -3.076604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 324455 members 
Entering Unmasked Estep 
Score: -30766012.000000 Penalty: 4136.412598
	Iteration 49Q: 3 clusters Score -3.076601e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 324475 members 
Entering Unmasked Estep 
Score: -30765990.000000 Penalty: 4136.412598
	Iteration 50Q: 3 clusters Score -3.076599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 324493 members 
Entering Unmasked Estep 
Score: -30766002.000000 Penalty: 4136.412598
	Iteration 51Q: 3 clusters Score -3.0766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 324511 members 
Entering Unmasked Estep 
Score: -30765986.000000 Penalty: 4136.412598
	Iteration 52Q: 3 clusters Score -3.076599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 324531 members 
Entering Unmasked Estep 
Score: -30765984.000000 Penalty: 4136.412598
	Iteration 53Q: 3 clusters Score -3.076598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 324546 members 
Entering Unmasked Estep 
Score: -30765956.000000 Penalty: 4136.412598
	Iteration 54Q: 3 clusters Score -3.076596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 324560 members 
Entering Unmasked Estep 
Score: -30765980.000000 Penalty: 4136.412598
	Iteration 55Q: 3 clusters Score -3.076598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 324573 members 
Entering Unmasked Estep 
Score: -30765988.000000 Penalty: 4136.412598
	Iteration 56Q: 3 clusters Score -3.076599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 324586 members 
Entering Unmasked Estep 
Score: -30765976.000000 Penalty: 4136.412598
	Iteration 57Q: 3 clusters Score -3.076598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 324600 members 
Entering Unmasked Estep 
Score: -30765950.000000 Penalty: 4136.412598
	Iteration 58Q: 3 clusters Score -3.076595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 324614 members 
Entering Unmasked Estep 
Score: -30765938.000000 Penalty: 4136.412598
	Iteration 59Q: 3 clusters Score -3.076594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 324628 members 
Entering Unmasked Estep 
Score: -30765916.000000 Penalty: 4136.412598
	Iteration 60F: 3 clusters Score -3.076592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 324643 members 
Entering Unmasked Estep 
Score: -30765936.000000 Penalty: 4136.412598
	Iteration 61Q: 3 clusters Score -3.076594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 324659 members 
Entering Unmasked Estep 
Score: -30765922.000000 Penalty: 4136.412598
	Iteration 62Q: 3 clusters Score -3.076592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 324673 members 
Entering Unmasked Estep 
Score: -30765920.000000 Penalty: 4136.412598
	Iteration 63Q: 3 clusters Score -3.076592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 324687 members 
Entering Unmasked Estep 
Score: -30765936.000000 Penalty: 4136.412598
	Iteration 64Q: 3 clusters Score -3.076594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 324697 members 
Entering Unmasked Estep 
Score: -30765952.000000 Penalty: 4136.412598
	Iteration 65Q: 3 clusters Score -3.076595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 324704 members 
Entering Unmasked Estep 
Score: -30765928.000000 Penalty: 4136.412598
	Iteration 66Q: 3 clusters Score -3.076593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 324717 members 
Entering Unmasked Estep 
Score: -30765932.000000 Penalty: 4136.412598
	Iteration 67Q: 3 clusters Score -3.076593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 324721 members 
Entering Unmasked Estep 
Score: -30765958.000000 Penalty: 4136.412598
	Iteration 68Q: 3 clusters Score -3.076596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 324725 members 
Entering Unmasked Estep 
Score: -30765948.000000 Penalty: 4136.412598
	Iteration 69Q: 3 clusters Score -3.076595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 324729 members 
Entering Unmasked Estep 
Score: -30765954.000000 Penalty: 4136.412598
	Iteration 70Q: 3 clusters Score -3.076595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 324731 members 
Entering Unmasked Estep 
Score: -30765954.000000 Penalty: 4136.412598
	Iteration 71Q: 3 clusters Score -3.076595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 324732 members 
Entering Unmasked Estep 
Score: -30765958.000000 Penalty: 4136.412598
	Iteration 72Q: 3 clusters Score -3.076596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 324735 members 
Entering Unmasked Estep 
Score: -30765944.000000 Penalty: 4136.412598
	Iteration 73Q: 3 clusters Score -3.076594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 324742 members 
Entering Unmasked Estep 
Score: -30765952.000000 Penalty: 4136.412598
	Iteration 74Q: 3 clusters Score -3.076595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 324750 members 
Entering Unmasked Estep 
Score: -30765948.000000 Penalty: 4136.412598
	Iteration 75Q: 3 clusters Score -3.076595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 324756 members 
Entering Unmasked Estep 
Score: -30765964.000000 Penalty: 4136.412598
	Iteration 76Q: 3 clusters Score -3.076596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 324761 members 
Entering Unmasked Estep 
Score: -30765954.000000 Penalty: 4136.412598
	Iteration 77Q: 3 clusters Score -3.076595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 324767 members 
Entering Unmasked Estep 
Score: -30765960.000000 Penalty: 4136.412598
	Iteration 78Q: 3 clusters Score -3.076596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 324768 members 
Entering Unmasked Estep 
Score: -30765950.000000 Penalty: 4136.412598
	Iteration 79Q: 3 clusters Score -3.076595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 324772 members 
Entering Unmasked Estep 
Score: -30765948.000000 Penalty: 4136.412598
	Iteration 80F: 3 clusters Score -3.076595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 324777 members 
Entering Unmasked Estep 
Score: -30765948.000000 Penalty: 4136.412598
	Iteration 81Q: 3 clusters Score -3.076595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 324781 members 
Entering Unmasked Estep 
Score: -30765954.000000 Penalty: 4136.412598
	Iteration 82Q: 3 clusters Score -3.076595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 324786 members 
Entering Unmasked Estep 
Score: -30765946.000000 Penalty: 4136.412598
	Iteration 83Q: 3 clusters Score -3.076595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 324794 members 
Entering Unmasked Estep 
Score: -30765948.000000 Penalty: 4136.412598
	Iteration 84Q: 3 clusters Score -3.076595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 324800 members 
Entering Unmasked Estep 
Score: -30765958.000000 Penalty: 4136.412598
	Iteration 85Q: 3 clusters Score -3.076596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 324801 members 
Entering Unmasked Estep 
Score: -30765956.000000 Penalty: 4136.412598
	Iteration 86Q: 3 clusters Score -3.076596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 324803 members 
Entering Unmasked Estep 
Score: -30765936.000000 Penalty: 4136.412598
	Iteration 87Q: 3 clusters Score -3.076594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 324808 members 
Entering Unmasked Estep 
Score: -30765934.000000 Penalty: 4136.412598
	Iteration 88Q: 3 clusters Score -3.076593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 324809 members 
Entering Unmasked Estep 
Score: -30765934.000000 Penalty: 4136.412598
	Iteration 89Q: 3 clusters Score -3.076593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 324814 members 
Entering Unmasked Estep 
Score: -30765938.000000 Penalty: 4136.412598
	Iteration 90Q: 3 clusters Score -3.076594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 324822 members 
Entering Unmasked Estep 
Score: -30765956.000000 Penalty: 4136.412598
	Iteration 91Q: 3 clusters Score -3.076596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 324828 members 
Entering Unmasked Estep 
Score: -30765946.000000 Penalty: 4136.412598
	Iteration 92Q: 3 clusters Score -3.076595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 324835 members 
Entering Unmasked Estep 
Score: -30765960.000000 Penalty: 4136.412598
	Iteration 93Q: 3 clusters Score -3.076596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 324840 members 
Entering Unmasked Estep 
Score: -30765964.000000 Penalty: 4136.412598
	Iteration 94Q: 3 clusters Score -3.076596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 324843 members 
Entering Unmasked Estep 
Score: -30765968.000000 Penalty: 4136.412598
	Iteration 95Q: 3 clusters Score -3.076597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 324844 members 
Entering Unmasked Estep 
Score: -30765962.000000 Penalty: 4136.412598
	Iteration 96Q: 3 clusters Score -3.076596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 324846 members 
Entering Unmasked Estep 
Score: -30765972.000000 Penalty: 4136.412598
	Iteration 97Q: 3 clusters Score -3.076597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 324846 members 
Entering Unmasked Estep 
Score: -30765972.000000 Penalty: 4136.412598
	Iteration 98F: 3 clusters Score -3.076597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 27962 members 
Mstep: Class 3 contains 16445 members 
Mstep: Class 4 contains 63789 members 
Mstep: Class 5 contains 324846 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 14448 members 
Mstep: Class 10 contains 46021 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 12014 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38873 members 
Mstep: Class 21 contains 8888 members 
Entering Unmasked Estep 
Score: -54525496.000000 Penalty: 28115.259766
Splitting cluster 18 changes total score from -54519732.000000 to -54525496.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 19 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -129184.773438 Penalty: 1171.397583
	Iteration 0F: 2 clusters Score -129184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -127503.039062 Penalty: 2342.795166
	Iteration 0F: 3 clusters Score -127503 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127817.585938 Penalty: 2342.795166
	Iteration 1F: 3 clusters Score -127817.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127893.710938 Penalty: 2342.795166
	Iteration 2F: 3 clusters Score -127893.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127926.359375 Penalty: 2342.795166
	Iteration 3Q: 3 clusters Score -127926.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127949.375000 Penalty: 2342.795166
	Iteration 4Q: 3 clusters Score -127949.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127969.000000 Penalty: 2342.795166
	Iteration 5Q: 3 clusters Score -127969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127978.750000 Penalty: 2342.795166
	Iteration 6Q: 3 clusters Score -127978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -127983.367188 Penalty: 2342.795166
	Iteration 7Q: 3 clusters Score -127983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127985.515625 Penalty: 2342.795166
	Iteration 8Q: 3 clusters Score -127985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -127987.585938 Penalty: 2342.795166
	Iteration 9Q: 3 clusters Score -127987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127989.703125 Penalty: 2342.795166
	Iteration 10Q: 3 clusters Score -127989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127990.593750 Penalty: 2342.795166
	Iteration 11Q: 3 clusters Score -127990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127991.789062 Penalty: 2342.795166
	Iteration 12Q: 3 clusters Score -127991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -127992.757812 Penalty: 2342.795166
	Iteration 13Q: 3 clusters Score -127992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127993.843750 Penalty: 2342.795166
	Iteration 14Q: 3 clusters Score -127993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -127994.414062 Penalty: 2342.795166
	Iteration 15Q: 3 clusters Score -127994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127994.781250 Penalty: 2342.795166
	Iteration 16Q: 3 clusters Score -127994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -127995.796875 Penalty: 2342.795166
	Iteration 17Q: 3 clusters Score -127995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -127996.250000 Penalty: 2342.795166
	Iteration 18Q: 3 clusters Score -127996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -127998.234375 Penalty: 2342.795166
	Iteration 19Q: 3 clusters Score -127998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -127998.234375 Penalty: 2342.795166
	Iteration 20F: 3 clusters Score -127998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Entering Unmasked Estep 
Score: -3629436.500000 Penalty: 1717.308960
	Iteration 0F: 2 clusters Score -3629436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3603557.500000 Penalty: 3434.617920
	Iteration 0F: 3 clusters Score -3603558 nChanged 17857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3613544.750000 Penalty: 3434.617920
	Iteration 1F: 3 clusters Score -3613545 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3614092.750000 Penalty: 3434.617920
	Iteration 2Q: 3 clusters Score -3614093 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3614763.750000 Penalty: 3434.617920
	Iteration 3Q: 3 clusters Score -3614764 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3615556.750000 Penalty: 3434.617920
	Iteration 4Q: 3 clusters Score -3615557 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3616449.500000 Penalty: 3434.617920
	Iteration 5Q: 3 clusters Score -3616450 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3617625.000000 Penalty: 3434.617920
	Iteration 6F: 3 clusters Score -3617625 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3619125.750000 Penalty: 3434.617920
	Iteration 7F: 3 clusters Score -3619126 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3620975.500000 Penalty: 3434.617920
	Iteration 8F: 3 clusters Score -3620976 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3622704.500000 Penalty: 3434.617920
	Iteration 9F: 3 clusters Score -3622704 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3623785.500000 Penalty: 3434.617920
	Iteration 10Q: 3 clusters Score -3623786 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3624233.000000 Penalty: 3434.617920
	Iteration 11Q: 3 clusters Score -3624233 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3624441.250000 Penalty: 3434.617920
	Iteration 12Q: 3 clusters Score -3624441 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3624591.500000 Penalty: 3434.617920
	Iteration 13Q: 3 clusters Score -3624592 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3624687.500000 Penalty: 3434.617920
	Iteration 14Q: 3 clusters Score -3624688 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3624752.000000 Penalty: 3434.617920
	Iteration 15Q: 3 clusters Score -3624752 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3624812.750000 Penalty: 3434.617920
	Iteration 16Q: 3 clusters Score -3624813 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3624911.500000 Penalty: 3434.617920
	Iteration 17Q: 3 clusters Score -3624912 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3624968.500000 Penalty: 3434.617920
	Iteration 18Q: 3 clusters Score -3624968 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3625029.250000 Penalty: 3434.617920
	Iteration 19Q: 3 clusters Score -3625029 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3625089.750000 Penalty: 3434.617920
	Iteration 20F: 3 clusters Score -3625090 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3625143.750000 Penalty: 3434.617920
	Iteration 21Q: 3 clusters Score -3625144 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3625207.500000 Penalty: 3434.617920
	Iteration 22Q: 3 clusters Score -3625208 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3625258.250000 Penalty: 3434.617920
	Iteration 23Q: 3 clusters Score -3625258 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3625302.000000 Penalty: 3434.617920
	Iteration 24Q: 3 clusters Score -3625302 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3625334.250000 Penalty: 3434.617920
	Iteration 25Q: 3 clusters Score -3625334 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3625382.500000 Penalty: 3434.617920
	Iteration 26Q: 3 clusters Score -3625382 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3625420.250000 Penalty: 3434.617920
	Iteration 27Q: 3 clusters Score -3625420 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3625479.500000 Penalty: 3434.617920
	Iteration 28Q: 3 clusters Score -3625480 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3625528.250000 Penalty: 3434.617920
	Iteration 29Q: 3 clusters Score -3625528 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3625605.750000 Penalty: 3434.617920
	Iteration 30Q: 3 clusters Score -3625606 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3625674.250000 Penalty: 3434.617920
	Iteration 31Q: 3 clusters Score -3625674 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3625732.500000 Penalty: 3434.617920
	Iteration 32Q: 3 clusters Score -3625732 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3625820.750000 Penalty: 3434.617920
	Iteration 33Q: 3 clusters Score -3625821 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3625897.000000 Penalty: 3434.617920
	Iteration 34Q: 3 clusters Score -3625897 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3625955.250000 Penalty: 3434.617920
	Iteration 35Q: 3 clusters Score -3625955 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3626028.500000 Penalty: 3434.617920
	Iteration 36Q: 3 clusters Score -3626028 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3626100.250000 Penalty: 3434.617920
	Iteration 37Q: 3 clusters Score -3626100 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3626197.750000 Penalty: 3434.617920
	Iteration 38Q: 3 clusters Score -3626198 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3626272.250000 Penalty: 3434.617920
	Iteration 39Q: 3 clusters Score -3626272 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3626351.750000 Penalty: 3434.617920
	Iteration 40F: 3 clusters Score -3626352 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3626431.000000 Penalty: 3434.617920
	Iteration 41Q: 3 clusters Score -3626431 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3626522.500000 Penalty: 3434.617920
	Iteration 42Q: 3 clusters Score -3626522 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3626610.750000 Penalty: 3434.617920
	Iteration 43Q: 3 clusters Score -3626611 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3626717.750000 Penalty: 3434.617920
	Iteration 44Q: 3 clusters Score -3626718 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3626826.500000 Penalty: 3434.617920
	Iteration 45Q: 3 clusters Score -3626826 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3626934.250000 Penalty: 3434.617920
	Iteration 46Q: 3 clusters Score -3626934 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3627016.750000 Penalty: 3434.617920
	Iteration 47Q: 3 clusters Score -3627017 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3627098.500000 Penalty: 3434.617920
	Iteration 48Q: 3 clusters Score -3627098 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3627175.000000 Penalty: 3434.617920
	Iteration 49Q: 3 clusters Score -3627175 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3627231.000000 Penalty: 3434.617920
	Iteration 50Q: 3 clusters Score -3627231 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3627287.750000 Penalty: 3434.617920
	Iteration 51Q: 3 clusters Score -3627288 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3627327.500000 Penalty: 3434.617920
	Iteration 52Q: 3 clusters Score -3627328 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3627357.250000 Penalty: 3434.617920
	Iteration 53Q: 3 clusters Score -3627357 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3627401.250000 Penalty: 3434.617920
	Iteration 54Q: 3 clusters Score -3627401 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3627429.250000 Penalty: 3434.617920
	Iteration 55Q: 3 clusters Score -3627429 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3627456.500000 Penalty: 3434.617920
	Iteration 56Q: 3 clusters Score -3627456 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3627503.000000 Penalty: 3434.617920
	Iteration 57Q: 3 clusters Score -3627503 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3627554.250000 Penalty: 3434.617920
	Iteration 58Q: 3 clusters Score -3627554 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3627592.000000 Penalty: 3434.617920
	Iteration 59Q: 3 clusters Score -3627592 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3627621.250000 Penalty: 3434.617920
	Iteration 60F: 3 clusters Score -3627621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3627660.500000 Penalty: 3434.617920
	Iteration 61Q: 3 clusters Score -3627660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3627701.000000 Penalty: 3434.617920
	Iteration 62Q: 3 clusters Score -3627701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3627735.750000 Penalty: 3434.617920
	Iteration 63Q: 3 clusters Score -3627736 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3627772.000000 Penalty: 3434.617920
	Iteration 64Q: 3 clusters Score -3627772 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3627800.000000 Penalty: 3434.617920
	Iteration 65Q: 3 clusters Score -3627800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3627825.250000 Penalty: 3434.617920
	Iteration 66Q: 3 clusters Score -3627825 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3627850.750000 Penalty: 3434.617920
	Iteration 67Q: 3 clusters Score -3627851 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3627891.250000 Penalty: 3434.617920
	Iteration 68Q: 3 clusters Score -3627891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3627914.750000 Penalty: 3434.617920
	Iteration 69Q: 3 clusters Score -3627915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3627946.750000 Penalty: 3434.617920
	Iteration 70Q: 3 clusters Score -3627947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3627963.750000 Penalty: 3434.617920
	Iteration 71Q: 3 clusters Score -3627964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3627970.750000 Penalty: 3434.617920
	Iteration 72Q: 3 clusters Score -3627971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3627984.750000 Penalty: 3434.617920
	Iteration 73Q: 3 clusters Score -3627985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3627997.250000 Penalty: 3434.617920
	Iteration 74Q: 3 clusters Score -3627997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3627999.000000 Penalty: 3434.617920
	Iteration 75Q: 3 clusters Score -3627999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3628000.500000 Penalty: 3434.617920
	Iteration 76Q: 3 clusters Score -3628000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3628012.000000 Penalty: 3434.617920
	Iteration 77Q: 3 clusters Score -3628012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3628021.250000 Penalty: 3434.617920
	Iteration 78Q: 3 clusters Score -3628021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3628032.500000 Penalty: 3434.617920
	Iteration 79Q: 3 clusters Score -3628032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3628033.750000 Penalty: 3434.617920
	Iteration 80F: 3 clusters Score -3628034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3628045.000000 Penalty: 3434.617920
	Iteration 81Q: 3 clusters Score -3628045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3628055.500000 Penalty: 3434.617920
	Iteration 82Q: 3 clusters Score -3628056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3628063.500000 Penalty: 3434.617920
	Iteration 83Q: 3 clusters Score -3628064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3628061.750000 Penalty: 3434.617920
	Iteration 84Q: 3 clusters Score -3628062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3628067.000000 Penalty: 3434.617920
	Iteration 85Q: 3 clusters Score -3628067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3628067.750000 Penalty: 3434.617920
	Iteration 86Q: 3 clusters Score -3628068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3628072.500000 Penalty: 3434.617920
	Iteration 87Q: 3 clusters Score -3628072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3628075.750000 Penalty: 3434.617920
	Iteration 88Q: 3 clusters Score -3628076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3628075.500000 Penalty: 3434.617920
	Iteration 89Q: 3 clusters Score -3628076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3628081.000000 Penalty: 3434.617920
	Iteration 90Q: 3 clusters Score -3628081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3628084.500000 Penalty: 3434.617920
	Iteration 91Q: 3 clusters Score -3628084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3628084.500000 Penalty: 3434.617920
	Iteration 92Q: 3 clusters Score -3628084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3628092.500000 Penalty: 3434.617920
	Iteration 93Q: 3 clusters Score -3628092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3628091.000000 Penalty: 3434.617920
	Iteration 94Q: 3 clusters Score -3628091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3628090.250000 Penalty: 3434.617920
	Iteration 95Q: 3 clusters Score -3628090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3628087.750000 Penalty: 3434.617920
	Iteration 96Q: 3 clusters Score -3628088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3628093.000000 Penalty: 3434.617920
	Iteration 97Q: 3 clusters Score -3628093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3628096.500000 Penalty: 3434.617920
	Iteration 98Q: 3 clusters Score -3628096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3628098.000000 Penalty: 3434.617920
	Iteration 99Q: 3 clusters Score -3628098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3628093.000000 Penalty: 3434.617920
	Iteration 100F: 3 clusters Score -3628093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3628094.000000 Penalty: 3434.617920
	Iteration 101Q: 3 clusters Score -3628094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3628094.000000 Penalty: 3434.617920
	Iteration 102F: 3 clusters Score -3628094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Entering Unmasked Estep 
Score: -826806.500000 Penalty: 1477.524414
	Iteration 0F: 2 clusters Score -826806.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -820402.062500 Penalty: 2955.048828
	Iteration 0F: 3 clusters Score -820402.1 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -822284.250000 Penalty: 2955.048828
	Iteration 1F: 3 clusters Score -822284.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -822502.187500 Penalty: 2955.048828
	Iteration 2F: 3 clusters Score -822502.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -822660.125000 Penalty: 2955.048828
	Iteration 3Q: 3 clusters Score -822660.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -822784.812500 Penalty: 2955.048828
	Iteration 4Q: 3 clusters Score -822784.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -822914.687500 Penalty: 2955.048828
	Iteration 5Q: 3 clusters Score -822914.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -823076.062500 Penalty: 2955.048828
	Iteration 6Q: 3 clusters Score -823076.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -823283.562500 Penalty: 2955.048828
	Iteration 7Q: 3 clusters Score -823283.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -823540.937500 Penalty: 2955.048828
	Iteration 8Q: 3 clusters Score -823540.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -823877.250000 Penalty: 2955.048828
	Iteration 9F: 3 clusters Score -823877.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -824253.500000 Penalty: 2955.048828
	Iteration 10Q: 3 clusters Score -824253.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -824590.562500 Penalty: 2955.048828
	Iteration 11Q: 3 clusters Score -824590.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -824857.625000 Penalty: 2955.048828
	Iteration 12Q: 3 clusters Score -824857.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -825042.250000 Penalty: 2955.048828
	Iteration 13Q: 3 clusters Score -825042.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -825144.312500 Penalty: 2955.048828
	Iteration 14Q: 3 clusters Score -825144.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -825211.812500 Penalty: 2955.048828
	Iteration 15Q: 3 clusters Score -825211.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -825265.125000 Penalty: 2955.048828
	Iteration 16Q: 3 clusters Score -825265.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -825315.375000 Penalty: 2955.048828
	Iteration 17Q: 3 clusters Score -825315.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -825344.250000 Penalty: 2955.048828
	Iteration 18Q: 3 clusters Score -825344.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -825369.312500 Penalty: 2955.048828
	Iteration 19Q: 3 clusters Score -825369.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -825398.625000 Penalty: 2955.048828
	Iteration 20F: 3 clusters Score -825398.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -825420.937500 Penalty: 2955.048828
	Iteration 21Q: 3 clusters Score -825420.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -825439.125000 Penalty: 2955.048828
	Iteration 22Q: 3 clusters Score -825439.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -825454.687500 Penalty: 2955.048828
	Iteration 23Q: 3 clusters Score -825454.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -825463.937500 Penalty: 2955.048828
	Iteration 24Q: 3 clusters Score -825463.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -825470.875000 Penalty: 2955.048828
	Iteration 25Q: 3 clusters Score -825470.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -825475.812500 Penalty: 2955.048828
	Iteration 26Q: 3 clusters Score -825475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -825481.000000 Penalty: 2955.048828
	Iteration 27Q: 3 clusters Score -825481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -825485.625000 Penalty: 2955.048828
	Iteration 28Q: 3 clusters Score -825485.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -825490.562500 Penalty: 2955.048828
	Iteration 29Q: 3 clusters Score -825490.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -825494.250000 Penalty: 2955.048828
	Iteration 30Q: 3 clusters Score -825494.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -825498.562500 Penalty: 2955.048828
	Iteration 31Q: 3 clusters Score -825498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -825499.562500 Penalty: 2955.048828
	Iteration 32Q: 3 clusters Score -825499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -825499.937500 Penalty: 2955.048828
	Iteration 33Q: 3 clusters Score -825499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -825500.562500 Penalty: 2955.048828
	Iteration 34Q: 3 clusters Score -825500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -825500.562500 Penalty: 2955.048828
	Iteration 35F: 3 clusters Score -825500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 27962 members 
Mstep: Class 3 contains 16445 members 
Mstep: Class 4 contains 63789 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 14448 members 
Mstep: Class 10 contains 46021 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 12014 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 38873 members 
Mstep: Class 21 contains 8888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525936.000000 Penalty: 28115.259766
Iteration 119Q: 14 clusters Score -5.452594e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 28003 members 
Mstep: Class 3 contains 16768 members 
Mstep: Class 4 contains 64075 members 
Mstep: Class 5 contains 323243 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 14586 members 
Mstep: Class 10 contains 46151 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 12201 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 39060 members 
Mstep: Class 21 contains 8904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527224.000000 Penalty: 28115.259766
Iteration 120F: 14 clusters Score -5.452722e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 27409 members 
Mstep: Class 3 contains 16993 members 
Mstep: Class 4 contains 63725 members 
Mstep: Class 5 contains 324957 members 
Mstep: Class 6 contains 5266 members 
Mstep: Class 7 contains 14526 members 
Mstep: Class 10 contains 45726 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 12298 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 38896 members 
Mstep: Class 21 contains 8565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527148.000000 Penalty: 28115.259766
Iteration 121Q: 14 clusters Score -5.452715e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 27002 members 
Mstep: Class 3 contains 17176 members 
Mstep: Class 4 contains 63529 members 
Mstep: Class 5 contains 326034 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 14468 members 
Mstep: Class 10 contains 45464 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 12453 members 
Mstep: Class 19 contains 1354 members 
Mstep: Class 20 contains 38779 members 
Mstep: Class 21 contains 8269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527152.000000 Penalty: 28115.259766
Iteration 122Q: 14 clusters Score -5.452715e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 26704 members 
Mstep: Class 3 contains 17326 members 
Mstep: Class 4 contains 63362 members 
Mstep: Class 5 contains 326839 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 14430 members 
Mstep: Class 10 contains 45249 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 12669 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 38680 members 
Mstep: Class 21 contains 7991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527056.000000 Penalty: 28115.259766
Iteration 123Q: 14 clusters Score -5.452706e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 26499 members 
Mstep: Class 3 contains 17475 members 
Mstep: Class 4 contains 63232 members 
Mstep: Class 5 contains 327381 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 14402 members 
Mstep: Class 10 contains 45082 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 38602 members 
Mstep: Class 21 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527000.000000 Penalty: 28115.259766
Iteration 124Q: 14 clusters Score -5.4527e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 26357 members 
Mstep: Class 3 contains 17605 members 
Mstep: Class 4 contains 63124 members 
Mstep: Class 5 contains 327767 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 14382 members 
Mstep: Class 10 contains 44941 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 13158 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 38565 members 
Mstep: Class 21 contains 7481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527052.000000 Penalty: 28115.259766
Iteration 125Q: 14 clusters Score -5.452705e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 26233 members 
Mstep: Class 3 contains 17711 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 328077 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 14373 members 
Mstep: Class 10 contains 44815 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 13391 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527072.000000 Penalty: 28115.259766
Iteration 126Q: 14 clusters Score -5.452707e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 26116 members 
Mstep: Class 3 contains 17818 members 
Mstep: Class 4 contains 62973 members 
Mstep: Class 5 contains 328302 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 14377 members 
Mstep: Class 10 contains 44727 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 38516 members 
Mstep: Class 21 contains 6997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527024.000000 Penalty: 28115.259766
Iteration 127Q: 14 clusters Score -5.452702e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 26027 members 
Mstep: Class 3 contains 17918 members 
Mstep: Class 4 contains 62926 members 
Mstep: Class 5 contains 328462 members 
Mstep: Class 6 contains 5263 members 
Mstep: Class 7 contains 14370 members 
Mstep: Class 10 contains 44671 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 13870 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 38495 members 
Mstep: Class 21 contains 6737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527108.000000 Penalty: 28115.259766
Iteration 128Q: 14 clusters Score -5.452711e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 18033 members 
Mstep: Class 4 contains 62899 members 
Mstep: Class 5 contains 328550 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 14372 members 
Mstep: Class 10 contains 44617 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 38473 members 
Mstep: Class 21 contains 6502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527052.000000 Penalty: 28115.259766
Iteration 129Q: 14 clusters Score -5.452705e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 25873 members 
Mstep: Class 3 contains 18146 members 
Mstep: Class 4 contains 62853 members 
Mstep: Class 5 contains 328584 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 14377 members 
Mstep: Class 10 contains 44576 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 14336 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 38451 members 
Mstep: Class 21 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527020.000000 Penalty: 28115.259766
Iteration 130Q: 14 clusters Score -5.452702e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 25819 members 
Mstep: Class 3 contains 18278 members 
Mstep: Class 4 contains 62828 members 
Mstep: Class 5 contains 328536 members 
Mstep: Class 6 contains 5263 members 
Mstep: Class 7 contains 14386 members 
Mstep: Class 10 contains 44527 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 14585 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 38431 members 
Mstep: Class 21 contains 6110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527220.000000 Penalty: 28115.259766
Iteration 131Q: 14 clusters Score -5.452722e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 25773 members 
Mstep: Class 3 contains 18418 members 
Mstep: Class 4 contains 62797 members 
Mstep: Class 5 contains 328453 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 14395 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 17 contains 2718 members 
Mstep: Class 18 contains 14837 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 38395 members 
Mstep: Class 21 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527384.000000 Penalty: 28115.259766
Iteration 132Q: 14 clusters Score -5.452738e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 25736 members 
Mstep: Class 3 contains 18555 members 
Mstep: Class 4 contains 62793 members 
Mstep: Class 5 contains 328378 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 14405 members 
Mstep: Class 10 contains 44467 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 15055 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 38362 members 
Mstep: Class 21 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527532.000000 Penalty: 28115.259766
Iteration 133Q: 14 clusters Score -5.452753e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 25695 members 
Mstep: Class 3 contains 18705 members 
Mstep: Class 4 contains 62784 members 
Mstep: Class 5 contains 328306 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 14411 members 
Mstep: Class 10 contains 44438 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 15253 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 38332 members 
Mstep: Class 21 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527672.000000 Penalty: 28115.259766
Iteration 134Q: 14 clusters Score -5.452767e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 25662 members 
Mstep: Class 3 contains 18870 members 
Mstep: Class 4 contains 62766 members 
Mstep: Class 5 contains 328225 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 14420 members 
Mstep: Class 10 contains 44411 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 15441 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 38296 members 
Mstep: Class 21 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527904.000000 Penalty: 28115.259766
Iteration 135Q: 14 clusters Score -5.45279e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 25640 members 
Mstep: Class 3 contains 19041 members 
Mstep: Class 4 contains 62748 members 
Mstep: Class 5 contains 328106 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 14440 members 
Mstep: Class 10 contains 44382 members 
Mstep: Class 17 contains 2630 members 
Mstep: Class 18 contains 15631 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 38272 members 
Mstep: Class 21 contains 5259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528256.000000 Penalty: 28115.259766
Iteration 136Q: 14 clusters Score -5.452826e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 25598 members 
Mstep: Class 3 contains 19212 members 
Mstep: Class 4 contains 62738 members 
Mstep: Class 5 contains 327981 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 14449 members 
Mstep: Class 10 contains 44350 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 15811 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528536.000000 Penalty: 28115.259766
Iteration 137Q: 14 clusters Score -5.452854e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 25558 members 
Mstep: Class 3 contains 19375 members 
Mstep: Class 4 contains 62721 members 
Mstep: Class 5 contains 327883 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 14451 members 
Mstep: Class 10 contains 44328 members 
Mstep: Class 17 contains 2589 members 
Mstep: Class 18 contains 15995 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 38249 members 
Mstep: Class 21 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528828.000000 Penalty: 28115.259766
Iteration 138Q: 14 clusters Score -5.452883e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 25520 members 
Mstep: Class 3 contains 19537 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 327800 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 14462 members 
Mstep: Class 10 contains 44286 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 16180 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 38236 members 
Mstep: Class 21 contains 4840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529080.000000 Penalty: 28115.259766
Iteration 139Q: 14 clusters Score -5.452908e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 25475 members 
Mstep: Class 3 contains 19711 members 
Mstep: Class 4 contains 62671 members 
Mstep: Class 5 contains 327718 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 14466 members 
Mstep: Class 10 contains 44261 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 38226 members 
Mstep: Class 21 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529244.000000 Penalty: 28115.259766
Iteration 140F: 14 clusters Score -5.452924e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 25421 members 
Mstep: Class 3 contains 19881 members 
Mstep: Class 4 contains 62648 members 
Mstep: Class 5 contains 327642 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 14475 members 
Mstep: Class 10 contains 44240 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 16527 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 38210 members 
Mstep: Class 21 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529416.000000 Penalty: 28115.259766
Iteration 141Q: 14 clusters Score -5.452942e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 25380 members 
Mstep: Class 3 contains 20030 members 
Mstep: Class 4 contains 62620 members 
Mstep: Class 5 contains 327565 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 14484 members 
Mstep: Class 10 contains 44212 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 16678 members 
Mstep: Class 19 contains 1311 members 
Mstep: Class 20 contains 38207 members 
Mstep: Class 21 contains 4397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529632.000000 Penalty: 28115.259766
Iteration 142Q: 14 clusters Score -5.452963e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 25333 members 
Mstep: Class 3 contains 20194 members 
Mstep: Class 4 contains 62571 members 
Mstep: Class 5 contains 327501 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 14483 members 
Mstep: Class 10 contains 44192 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 16837 members 
Mstep: Class 19 contains 1307 members 
Mstep: Class 20 contains 38198 members 
Mstep: Class 21 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529692.000000 Penalty: 28115.259766
Iteration 143Q: 14 clusters Score -5.452969e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 25278 members 
Mstep: Class 3 contains 20356 members 
Mstep: Class 4 contains 62511 members 
Mstep: Class 5 contains 327422 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 14494 members 
Mstep: Class 10 contains 44173 members 
Mstep: Class 17 contains 2474 members 
Mstep: Class 18 contains 16980 members 
Mstep: Class 19 contains 1306 members 
Mstep: Class 20 contains 38202 members 
Mstep: Class 21 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529908.000000 Penalty: 28115.259766
Iteration 144Q: 14 clusters Score -5.452991e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 25241 members 
Mstep: Class 3 contains 20521 members 
Mstep: Class 4 contains 62455 members 
Mstep: Class 5 contains 327341 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 17 contains 2439 members 
Mstep: Class 18 contains 17115 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 38213 members 
Mstep: Class 21 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530192.000000 Penalty: 28115.259766
Iteration 145Q: 14 clusters Score -5.453019e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 25215 members 
Mstep: Class 3 contains 20669 members 
Mstep: Class 4 contains 62415 members 
Mstep: Class 5 contains 327280 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 14512 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 17235 members 
Mstep: Class 19 contains 1301 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 21 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2159.652100 but Gain 2162.710938
Score: -54530156.000000 Penalty: 25952.548828
Iteration 146Q: 13 clusters Score -5.453016e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 25175 members 
Mstep: Class 3 contains 20829 members 
Mstep: Class 4 contains 62413 members 
Mstep: Class 5 contains 327785 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 14546 members 
Mstep: Class 10 contains 44647 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 17349 members 
Mstep: Class 20 contains 38268 members 
Mstep: Class 21 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531388.000000 Penalty: 25952.548828
Iteration 147Q: 13 clusters Score -5.453139e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 25144 members 
Mstep: Class 3 contains 20959 members 
Mstep: Class 4 contains 62358 members 
Mstep: Class 5 contains 327620 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 14549 members 
Mstep: Class 10 contains 44817 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 17451 members 
Mstep: Class 20 contains 38255 members 
Mstep: Class 21 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531604.000000 Penalty: 25952.548828
Iteration 148Q: 13 clusters Score -5.45316e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 25117 members 
Mstep: Class 3 contains 21076 members 
Mstep: Class 4 contains 62309 members 
Mstep: Class 5 contains 327505 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 14555 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 17551 members 
Mstep: Class 20 contains 38226 members 
Mstep: Class 21 contains 3652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531748.000000 Penalty: 25952.548828
Iteration 149Q: 13 clusters Score -5.453175e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 25082 members 
Mstep: Class 3 contains 21207 members 
Mstep: Class 4 contains 62255 members 
Mstep: Class 5 contains 327379 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 14551 members 
Mstep: Class 10 contains 45031 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 20 contains 38206 members 
Mstep: Class 21 contains 3581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532096.000000 Penalty: 25952.548828
Iteration 150Q: 13 clusters Score -5.45321e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 25056 members 
Mstep: Class 3 contains 21342 members 
Mstep: Class 4 contains 62205 members 
Mstep: Class 5 contains 327244 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 14555 members 
Mstep: Class 10 contains 45100 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 17752 members 
Mstep: Class 20 contains 38187 members 
Mstep: Class 21 contains 3504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532240.000000 Penalty: 25952.548828
Iteration 151Q: 13 clusters Score -5.453224e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 25033 members 
Mstep: Class 3 contains 21468 members 
Mstep: Class 4 contains 62149 members 
Mstep: Class 5 contains 327148 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 14563 members 
Mstep: Class 10 contains 45130 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 17849 members 
Mstep: Class 20 contains 38168 members 
Mstep: Class 21 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532468.000000 Penalty: 25952.548828
Iteration 152Q: 13 clusters Score -5.453247e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 25010 members 
Mstep: Class 3 contains 21584 members 
Mstep: Class 4 contains 62087 members 
Mstep: Class 5 contains 327067 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 14567 members 
Mstep: Class 10 contains 45155 members 
Mstep: Class 17 contains 2181 members 
Mstep: Class 18 contains 17950 members 
Mstep: Class 20 contains 38154 members 
Mstep: Class 21 contains 3377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532608.000000 Penalty: 25952.548828
Iteration 153Q: 13 clusters Score -5.453261e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 21706 members 
Mstep: Class 4 contains 62040 members 
Mstep: Class 5 contains 326934 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 10 contains 45166 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 18043 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532656.000000 Penalty: 25952.548828
Iteration 154Q: 13 clusters Score -5.453266e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 24976 members 
Mstep: Class 3 contains 21823 members 
Mstep: Class 4 contains 62001 members 
Mstep: Class 5 contains 326812 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 14580 members 
Mstep: Class 10 contains 45171 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 18130 members 
Mstep: Class 20 contains 38122 members 
Mstep: Class 21 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532728.000000 Penalty: 25952.548828
Iteration 155Q: 13 clusters Score -5.453273e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 24962 members 
Mstep: Class 3 contains 21911 members 
Mstep: Class 4 contains 61963 members 
Mstep: Class 5 contains 326687 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 14583 members 
Mstep: Class 10 contains 45188 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 18218 members 
Mstep: Class 20 contains 38108 members 
Mstep: Class 21 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532960.000000 Penalty: 25952.548828
Iteration 156Q: 13 clusters Score -5.453296e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 24950 members 
Mstep: Class 3 contains 21997 members 
Mstep: Class 4 contains 61943 members 
Mstep: Class 5 contains 326594 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 10 contains 45186 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532944.000000 Penalty: 25952.548828
Iteration 157Q: 13 clusters Score -5.453294e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 24933 members 
Mstep: Class 3 contains 22084 members 
Mstep: Class 4 contains 61928 members 
Mstep: Class 5 contains 326497 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 14575 members 
Mstep: Class 10 contains 45184 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 18375 members 
Mstep: Class 20 contains 38054 members 
Mstep: Class 21 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54533016.000000 Penalty: 25952.548828
Iteration 158Q: 13 clusters Score -5.453302e+07 nChanged 404
Entering ConstructFrom: 
Score: -54533016.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (40386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Entering Unmasked Estep 
Score: -3772891.000000 Penalty: 1723.513794
	Iteration 0F: 2 clusters Score -3772891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3745878.500000 Penalty: 3447.027588
	Iteration 0F: 3 clusters Score -3745878 nChanged 18965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3756164.250000 Penalty: 3447.027588
	Iteration 1F: 3 clusters Score -3756164 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3756538.000000 Penalty: 3447.027588
	Iteration 2Q: 3 clusters Score -3756538 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3757019.750000 Penalty: 3447.027588
	Iteration 3Q: 3 clusters Score -3757020 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3757548.000000 Penalty: 3447.027588
	Iteration 4Q: 3 clusters Score -3757548 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -3758176.250000 Penalty: 3447.027588
	Iteration 5Q: 3 clusters Score -3758176 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3758887.750000 Penalty: 3447.027588
	Iteration 6Q: 3 clusters Score -3758888 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3759658.000000 Penalty: 3447.027588
	Iteration 7Q: 3 clusters Score -3759658 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3760568.000000 Penalty: 3447.027588
	Iteration 8Q: 3 clusters Score -3760568 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3761700.000000 Penalty: 3447.027588
	Iteration 9Q: 3 clusters Score -3761700 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3763065.000000 Penalty: 3447.027588
	Iteration 10F: 3 clusters Score -3763065 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3764485.250000 Penalty: 3447.027588
	Iteration 11F: 3 clusters Score -3764485 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -3765887.000000 Penalty: 3447.027588
	Iteration 12Q: 3 clusters Score -3765887 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3767058.250000 Penalty: 3447.027588
	Iteration 13Q: 3 clusters Score -3767058 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3768050.500000 Penalty: 3447.027588
	Iteration 14Q: 3 clusters Score -3768050 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -3768805.500000 Penalty: 3447.027588
	Iteration 15Q: 3 clusters Score -3768806 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -3769380.250000 Penalty: 3447.027588
	Iteration 16Q: 3 clusters Score -3769380 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -3769877.750000 Penalty: 3447.027588
	Iteration 17Q: 3 clusters Score -3769878 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -3770242.750000 Penalty: 3447.027588
	Iteration 18Q: 3 clusters Score -3770243 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -3770518.500000 Penalty: 3447.027588
	Iteration 19Q: 3 clusters Score -3770518 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -3770715.750000 Penalty: 3447.027588
	Iteration 20F: 3 clusters Score -3770716 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -3770908.500000 Penalty: 3447.027588
	Iteration 21Q: 3 clusters Score -3770908 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -3771059.250000 Penalty: 3447.027588
	Iteration 22Q: 3 clusters Score -3771059 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -3771184.750000 Penalty: 3447.027588
	Iteration 23Q: 3 clusters Score -3771185 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -3771273.000000 Penalty: 3447.027588
	Iteration 24Q: 3 clusters Score -3771273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -3771356.000000 Penalty: 3447.027588
	Iteration 25Q: 3 clusters Score -3771356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -3771393.000000 Penalty: 3447.027588
	Iteration 26Q: 3 clusters Score -3771393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -3771426.250000 Penalty: 3447.027588
	Iteration 27Q: 3 clusters Score -3771426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -3771453.250000 Penalty: 3447.027588
	Iteration 28Q: 3 clusters Score -3771453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -3771477.000000 Penalty: 3447.027588
	Iteration 29Q: 3 clusters Score -3771477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -3771496.500000 Penalty: 3447.027588
	Iteration 30Q: 3 clusters Score -3771496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -3771507.250000 Penalty: 3447.027588
	Iteration 31Q: 3 clusters Score -3771507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -3771517.000000 Penalty: 3447.027588
	Iteration 32Q: 3 clusters Score -3771517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -3771530.000000 Penalty: 3447.027588
	Iteration 33Q: 3 clusters Score -3771530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -3771540.500000 Penalty: 3447.027588
	Iteration 34Q: 3 clusters Score -3771540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -3771550.000000 Penalty: 3447.027588
	Iteration 35Q: 3 clusters Score -3771550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -3771551.750000 Penalty: 3447.027588
	Iteration 36Q: 3 clusters Score -3771552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -3771554.750000 Penalty: 3447.027588
	Iteration 37Q: 3 clusters Score -3771555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -3771554.750000 Penalty: 3447.027588
	Iteration 38Q: 3 clusters Score -3771555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -3771554.750000 Penalty: 3447.027588
	Iteration 39Q: 3 clusters Score -3771555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -3771558.000000 Penalty: 3447.027588
	Iteration 40F: 3 clusters Score -3771558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -3771559.500000 Penalty: 3447.027588
	Iteration 41Q: 3 clusters Score -3771560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -3771557.750000 Penalty: 3447.027588
	Iteration 42Q: 3 clusters Score -3771558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -3771560.000000 Penalty: 3447.027588
	Iteration 43Q: 3 clusters Score -3771560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -3771563.250000 Penalty: 3447.027588
	Iteration 44Q: 3 clusters Score -3771563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -3771562.000000 Penalty: 3447.027588
	Iteration 45Q: 3 clusters Score -3771562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -3771562.000000 Penalty: 3447.027588
	Iteration 46F: 3 clusters Score -3771562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Entering Unmasked Estep 
Score: -2241843.500000 Penalty: 1645.017578
	Iteration 0F: 2 clusters Score -2241844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2224978.500000 Penalty: 3290.035156
	Iteration 0F: 3 clusters Score -2224978 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2231388.250000 Penalty: 3290.035156
	Iteration 1F: 3 clusters Score -2231388 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2231903.250000 Penalty: 3290.035156
	Iteration 2Q: 3 clusters Score -2231903 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2232453.250000 Penalty: 3290.035156
	Iteration 3Q: 3 clusters Score -2232453 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2233161.750000 Penalty: 3290.035156
	Iteration 4F: 3 clusters Score -2233162 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2233980.000000 Penalty: 3290.035156
	Iteration 5Q: 3 clusters Score -2233980 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2234923.500000 Penalty: 3290.035156
	Iteration 6F: 3 clusters Score -2234924 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2235981.500000 Penalty: 3290.035156
	Iteration 7F: 3 clusters Score -2235982 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2236988.500000 Penalty: 3290.035156
	Iteration 8F: 3 clusters Score -2236988 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2237828.250000 Penalty: 3290.035156
	Iteration 9Q: 3 clusters Score -2237828 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2238539.250000 Penalty: 3290.035156
	Iteration 10Q: 3 clusters Score -2238539 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2239074.500000 Penalty: 3290.035156
	Iteration 11Q: 3 clusters Score -2239074 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2239474.250000 Penalty: 3290.035156
	Iteration 12Q: 3 clusters Score -2239474 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2239760.500000 Penalty: 3290.035156
	Iteration 13Q: 3 clusters Score -2239760 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2239978.000000 Penalty: 3290.035156
	Iteration 14Q: 3 clusters Score -2239978 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2240118.250000 Penalty: 3290.035156
	Iteration 15Q: 3 clusters Score -2240118 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2240199.250000 Penalty: 3290.035156
	Iteration 16Q: 3 clusters Score -2240199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2240273.500000 Penalty: 3290.035156
	Iteration 17Q: 3 clusters Score -2240274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2240323.750000 Penalty: 3290.035156
	Iteration 18Q: 3 clusters Score -2240324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -2240365.750000 Penalty: 3290.035156
	Iteration 19Q: 3 clusters Score -2240366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2240382.250000 Penalty: 3290.035156
	Iteration 20F: 3 clusters Score -2240382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2240394.000000 Penalty: 3290.035156
	Iteration 21Q: 3 clusters Score -2240394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2240405.500000 Penalty: 3290.035156
	Iteration 22Q: 3 clusters Score -2240406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2240410.750000 Penalty: 3290.035156
	Iteration 23Q: 3 clusters Score -2240411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2240419.500000 Penalty: 3290.035156
	Iteration 24Q: 3 clusters Score -2240420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2240430.500000 Penalty: 3290.035156
	Iteration 25Q: 3 clusters Score -2240430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2240439.750000 Penalty: 3290.035156
	Iteration 26Q: 3 clusters Score -2240440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2240445.250000 Penalty: 3290.035156
	Iteration 27Q: 3 clusters Score -2240445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2240445.750000 Penalty: 3290.035156
	Iteration 28Q: 3 clusters Score -2240446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2240447.000000 Penalty: 3290.035156
	Iteration 29Q: 3 clusters Score -2240447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2240449.750000 Penalty: 3290.035156
	Iteration 30Q: 3 clusters Score -2240450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2240453.750000 Penalty: 3290.035156
	Iteration 31Q: 3 clusters Score -2240454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2240455.000000 Penalty: 3290.035156
	Iteration 32Q: 3 clusters Score -2240455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2240454.500000 Penalty: 3290.035156
	Iteration 33Q: 3 clusters Score -2240454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2240453.750000 Penalty: 3290.035156
	Iteration 34Q: 3 clusters Score -2240454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2240456.000000 Penalty: 3290.035156
	Iteration 35Q: 3 clusters Score -2240456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2240456.250000 Penalty: 3290.035156
	Iteration 36Q: 3 clusters Score -2240456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2240457.250000 Penalty: 3290.035156
	Iteration 37Q: 3 clusters Score -2240457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2240459.750000 Penalty: 3290.035156
	Iteration 38Q: 3 clusters Score -2240460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2240459.250000 Penalty: 3290.035156
	Iteration 39Q: 3 clusters Score -2240459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2240461.000000 Penalty: 3290.035156
	Iteration 40F: 3 clusters Score -2240461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2240460.000000 Penalty: 3290.035156
	Iteration 41Q: 3 clusters Score -2240460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2240462.250000 Penalty: 3290.035156
	Iteration 42Q: 3 clusters Score -2240462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2240464.750000 Penalty: 3290.035156
	Iteration 43Q: 3 clusters Score -2240465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2240464.500000 Penalty: 3290.035156
	Iteration 44Q: 3 clusters Score -2240464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2240464.750000 Penalty: 3290.035156
	Iteration 45Q: 3 clusters Score -2240465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2240466.000000 Penalty: 3290.035156
	Iteration 46Q: 3 clusters Score -2240466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2240469.500000 Penalty: 3290.035156
	Iteration 47Q: 3 clusters Score -2240470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2240470.000000 Penalty: 3290.035156
	Iteration 48Q: 3 clusters Score -2240470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2240470.750000 Penalty: 3290.035156
	Iteration 49Q: 3 clusters Score -2240471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2240470.750000 Penalty: 3290.035156
	Iteration 50F: 3 clusters Score -2240471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Entering Unmasked Estep 
Score: -2091920.750000 Penalty: 1626.114136
	Iteration 0F: 2 clusters Score -2091921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2076789.625000 Penalty: 3252.228271
	Iteration 0F: 3 clusters Score -2076790 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2082347.250000 Penalty: 3252.228271
	Iteration 1F: 3 clusters Score -2082347 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2082711.125000 Penalty: 3252.228271
	Iteration 2Q: 3 clusters Score -2082711 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2083141.125000 Penalty: 3252.228271
	Iteration 3Q: 3 clusters Score -2083141 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2083720.625000 Penalty: 3252.228271
	Iteration 4F: 3 clusters Score -2083721 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2084520.750000 Penalty: 3252.228271
	Iteration 5F: 3 clusters Score -2084521 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2085525.750000 Penalty: 3252.228271
	Iteration 6F: 3 clusters Score -2085526 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2086704.125000 Penalty: 3252.228271
	Iteration 7F: 3 clusters Score -2086704 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2087914.875000 Penalty: 3252.228271
	Iteration 8F: 3 clusters Score -2087915 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2088864.125000 Penalty: 3252.228271
	Iteration 9Q: 3 clusters Score -2088864 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2089496.250000 Penalty: 3252.228271
	Iteration 10Q: 3 clusters Score -2089496 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2089835.500000 Penalty: 3252.228271
	Iteration 11Q: 3 clusters Score -2089836 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2090028.500000 Penalty: 3252.228271
	Iteration 12Q: 3 clusters Score -2090028 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2090143.750000 Penalty: 3252.228271
	Iteration 13Q: 3 clusters Score -2090144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2090220.125000 Penalty: 3252.228271
	Iteration 14Q: 3 clusters Score -2090220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2090274.375000 Penalty: 3252.228271
	Iteration 15Q: 3 clusters Score -2090274 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2090324.500000 Penalty: 3252.228271
	Iteration 16Q: 3 clusters Score -2090324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2090357.250000 Penalty: 3252.228271
	Iteration 17Q: 3 clusters Score -2090357 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2090386.250000 Penalty: 3252.228271
	Iteration 18Q: 3 clusters Score -2090386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2090407.250000 Penalty: 3252.228271
	Iteration 19Q: 3 clusters Score -2090407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2090435.500000 Penalty: 3252.228271
	Iteration 20F: 3 clusters Score -2090436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2090456.125000 Penalty: 3252.228271
	Iteration 21Q: 3 clusters Score -2090456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2090463.750000 Penalty: 3252.228271
	Iteration 22Q: 3 clusters Score -2090464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2090470.875000 Penalty: 3252.228271
	Iteration 23Q: 3 clusters Score -2090471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2090482.500000 Penalty: 3252.228271
	Iteration 24Q: 3 clusters Score -2090482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2090488.125000 Penalty: 3252.228271
	Iteration 25Q: 3 clusters Score -2090488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2090488.750000 Penalty: 3252.228271
	Iteration 26Q: 3 clusters Score -2090489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2090493.250000 Penalty: 3252.228271
	Iteration 27Q: 3 clusters Score -2090493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2090502.875000 Penalty: 3252.228271
	Iteration 28Q: 3 clusters Score -2090503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2090506.375000 Penalty: 3252.228271
	Iteration 29Q: 3 clusters Score -2090506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2090509.250000 Penalty: 3252.228271
	Iteration 30Q: 3 clusters Score -2090509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2090510.750000 Penalty: 3252.228271
	Iteration 31Q: 3 clusters Score -2090511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2090516.625000 Penalty: 3252.228271
	Iteration 32Q: 3 clusters Score -2090517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2090522.500000 Penalty: 3252.228271
	Iteration 33Q: 3 clusters Score -2090522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2090528.750000 Penalty: 3252.228271
	Iteration 34Q: 3 clusters Score -2090529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2090533.750000 Penalty: 3252.228271
	Iteration 35Q: 3 clusters Score -2090534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2090538.500000 Penalty: 3252.228271
	Iteration 36Q: 3 clusters Score -2090538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2090544.875000 Penalty: 3252.228271
	Iteration 37Q: 3 clusters Score -2090545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2090549.875000 Penalty: 3252.228271
	Iteration 38Q: 3 clusters Score -2090550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2090553.125000 Penalty: 3252.228271
	Iteration 39Q: 3 clusters Score -2090553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2090557.000000 Penalty: 3252.228271
	Iteration 40F: 3 clusters Score -2090557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2090564.500000 Penalty: 3252.228271
	Iteration 41Q: 3 clusters Score -2090564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2090569.000000 Penalty: 3252.228271
	Iteration 42Q: 3 clusters Score -2090569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2090575.250000 Penalty: 3252.228271
	Iteration 43Q: 3 clusters Score -2090575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2090584.750000 Penalty: 3252.228271
	Iteration 44Q: 3 clusters Score -2090585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2090595.250000 Penalty: 3252.228271
	Iteration 45Q: 3 clusters Score -2090595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2090600.500000 Penalty: 3252.228271
	Iteration 46Q: 3 clusters Score -2090600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2090606.000000 Penalty: 3252.228271
	Iteration 47Q: 3 clusters Score -2090606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2090607.250000 Penalty: 3252.228271
	Iteration 48Q: 3 clusters Score -2090607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2090617.875000 Penalty: 3252.228271
	Iteration 49Q: 3 clusters Score -2090618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2090620.750000 Penalty: 3252.228271
	Iteration 50Q: 3 clusters Score -2090621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2090625.125000 Penalty: 3252.228271
	Iteration 51Q: 3 clusters Score -2090625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2090636.750000 Penalty: 3252.228271
	Iteration 52Q: 3 clusters Score -2090637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2090633.125000 Penalty: 3252.228271
	Iteration 53Q: 3 clusters Score -2090633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2090637.000000 Penalty: 3252.228271
	Iteration 54Q: 3 clusters Score -2090637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2090637.500000 Penalty: 3252.228271
	Iteration 55Q: 3 clusters Score -2090638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2090643.625000 Penalty: 3252.228271
	Iteration 56Q: 3 clusters Score -2090644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2090645.125000 Penalty: 3252.228271
	Iteration 57Q: 3 clusters Score -2090645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2090647.875000 Penalty: 3252.228271
	Iteration 58Q: 3 clusters Score -2090648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2090649.875000 Penalty: 3252.228271
	Iteration 59Q: 3 clusters Score -2090650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2090651.250000 Penalty: 3252.228271
	Iteration 60F: 3 clusters Score -2090651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2090652.625000 Penalty: 3252.228271
	Iteration 61Q: 3 clusters Score -2090653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2090651.250000 Penalty: 3252.228271
	Iteration 62Q: 3 clusters Score -2090651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2090650.875000 Penalty: 3252.228271
	Iteration 63Q: 3 clusters Score -2090651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2090650.875000 Penalty: 3252.228271
	Iteration 64Q: 3 clusters Score -2090651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2090649.875000 Penalty: 3252.228271
	Iteration 65Q: 3 clusters Score -2090650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2090652.250000 Penalty: 3252.228271
	Iteration 66Q: 3 clusters Score -2090652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2090656.125000 Penalty: 3252.228271
	Iteration 67Q: 3 clusters Score -2090656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2090659.875000 Penalty: 3252.228271
	Iteration 68Q: 3 clusters Score -2090660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2090661.375000 Penalty: 3252.228271
	Iteration 69Q: 3 clusters Score -2090661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2090660.625000 Penalty: 3252.228271
	Iteration 70Q: 3 clusters Score -2090661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2090662.500000 Penalty: 3252.228271
	Iteration 71Q: 3 clusters Score -2090662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2090662.250000 Penalty: 3252.228271
	Iteration 72Q: 3 clusters Score -2090662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2090662.625000 Penalty: 3252.228271
	Iteration 73Q: 3 clusters Score -2090663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2090659.500000 Penalty: 3252.228271
	Iteration 74Q: 3 clusters Score -2090660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2090661.125000 Penalty: 3252.228271
	Iteration 75Q: 3 clusters Score -2090661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2090663.125000 Penalty: 3252.228271
	Iteration 76Q: 3 clusters Score -2090663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2090660.250000 Penalty: 3252.228271
	Iteration 77Q: 3 clusters Score -2090660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2090660.250000 Penalty: 3252.228271
	Iteration 78F: 3 clusters Score -2090660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Entering Unmasked Estep 
Score: -5785667.500000 Penalty: 1792.878296
	Iteration 0F: 2 clusters Score -5785668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5744445.500000 Penalty: 3585.756592
	Iteration 0F: 3 clusters Score -5744446 nChanged 29188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -5761492.500000 Penalty: 3585.756592
	Iteration 1F: 3 clusters Score -5761492 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -5762524.500000 Penalty: 3585.756592
	Iteration 2Q: 3 clusters Score -5762524 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -5763976.000000 Penalty: 3585.756592
	Iteration 3Q: 3 clusters Score -5763976 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -5765864.000000 Penalty: 3585.756592
	Iteration 4F: 3 clusters Score -5765864 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5768423 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5771464 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5774454 nChanged 3269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5776109 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5776844 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5777240 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5777560 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5777816 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5778084 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5778368 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5778580 nChanged 803
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5778796 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5778974 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5779144 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5779296 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5779404 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5779562 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5779718 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5779871 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5779978 nChanged 541
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5780120 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5780210 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5780326 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5780420 nChanged 498
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Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5780514 nChanged 479
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Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5780631 nChanged 492
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Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5780743 nChanged 443
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Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5780786 nChanged 442
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Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5780889 nChanged 455
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Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5780960 nChanged 426
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5781033 nChanged 443
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5781128 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5781211 nChanged 445
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Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5781285 nChanged 433
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Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5781376 nChanged 494
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Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5781482 nChanged 506
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Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5781592 nChanged 511
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Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5781686 nChanged 534
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Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5781818 nChanged 522
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Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5781949 nChanged 517
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Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5782084 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5782224 nChanged 471
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Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5782338 nChanged 445
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Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5782430 nChanged 433
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Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5782510 nChanged 421
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Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5782619 nChanged 407
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Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5782698 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5782782 nChanged 380
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Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5782902 nChanged 348
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Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5782977 nChanged 355
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Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5783074 nChanged 386
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Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5783171 nChanged 362
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Mstep: Class 1 contains 56553 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5783270 nChanged 334
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Mstep: Class 1 contains 56887 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5783394 nChanged 306
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Mstep: Class 1 contains 57193 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5783448 nChanged 300
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Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5783529 nChanged 264
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Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5783609 nChanged 243
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Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5783683 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5783728 nChanged 222
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Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5783776 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5783836 nChanged 164
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Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 3084 members 
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	Iteration 66Q: 3 clusters Score -5783874 nChanged 152
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Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5783915 nChanged 150
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Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5783968 nChanged 145
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Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5784008 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5784034 nChanged 133
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Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5784076 nChanged 124
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Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5784100 nChanged 104
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Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5784117 nChanged 93
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Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5784152 nChanged 80
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Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5784176.000000 Penalty: 3585.756592
	Iteration 75Q: 3 clusters Score -5784176 nChanged 82
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Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5784190 nChanged 71
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Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5784202 nChanged 83
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Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5784233 nChanged 74
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Mstep: Class 1 contains 60216 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5784248 nChanged 62
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Mstep: Class 1 contains 60278 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5784256 nChanged 69
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Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5784302 nChanged 55
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Mstep: Class 1 contains 60400 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5784318 nChanged 47
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Mstep: Class 1 contains 60445 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5784320 nChanged 31
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Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5784317 nChanged 23
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Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5784328 nChanged 27
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Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5784322 nChanged 12
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Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5784320 nChanged 12
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Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5784316 nChanged 9
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Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5784325 nChanged 9
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Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 1321 members 
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	Iteration 90Q: 3 clusters Score -5784324 nChanged 8
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Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 1313 members 
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	Iteration 91Q: 3 clusters Score -5784322 nChanged 3
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Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 1310 members 
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	Iteration 92Q: 3 clusters Score -5784325 nChanged 2
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Mstep: Class 1 contains 60581 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5784324 nChanged 6
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Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5784322 nChanged 3
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Mstep: Class 1 contains 60588 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5784316 nChanged 4
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Mstep: Class 1 contains 60592 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5784321 nChanged 1
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Entering Unmasked Estep 
Score: -5784318.500000 Penalty: 3585.756592
	Iteration 97Q: 3 clusters Score -5784318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5784318.000000 Penalty: 3585.756592
	Iteration 98Q: 3 clusters Score -5784318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5784320.500000 Penalty: 3585.756592
	Iteration 99Q: 3 clusters Score -5784320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5784321.500000 Penalty: 3585.756592
	Iteration 100F: 3 clusters Score -5784322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5784321.000000 Penalty: 3585.756592
	Iteration 101Q: 3 clusters Score -5784321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5784321.000000 Penalty: 3585.756592
	Iteration 102F: 3 clusters Score -5784321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (326396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326396 members 
Entering Unmasked Estep 
Score: -29823642.000000 Penalty: 2063.078369
	Iteration 0F: 2 clusters Score -2.982364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162756 members 
Mstep: Class 2 contains 163640 members 
Entering Unmasked Estep 
Score: -29615174.000000 Penalty: 4126.156738
	Iteration 0F: 3 clusters Score -2.961517e+07 nChanged 159666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 173778 members 
Entering Unmasked Estep 
Score: -29710726.000000 Penalty: 4126.156738
	Iteration 1F: 3 clusters Score -2.971073e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146730 members 
Mstep: Class 2 contains 179666 members 
Entering Unmasked Estep 
Score: -29714102.000000 Penalty: 4126.156738
	Iteration 2Q: 3 clusters Score -2.97141e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138182 members 
Mstep: Class 2 contains 188214 members 
Entering Unmasked Estep 
Score: -29719824.000000 Penalty: 4126.156738
	Iteration 3Q: 3 clusters Score -2.971982e+07 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 200225 members 
Entering Unmasked Estep 
Score: -29728044.000000 Penalty: 4126.156738
	Iteration 4Q: 3 clusters Score -2.972804e+07 nChanged 18881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 215344 members 
Entering Unmasked Estep 
Score: -29740584.000000 Penalty: 4126.156738
	Iteration 5F: 3 clusters Score -2.974058e+07 nChanged 20644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 232580 members 
Entering Unmasked Estep 
Score: -29756150.000000 Penalty: 4126.156738
	Iteration 6F: 3 clusters Score -2.975615e+07 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 249202 members 
Entering Unmasked Estep 
Score: -29771594.000000 Penalty: 4126.156738
	Iteration 7F: 3 clusters Score -2.977159e+07 nChanged 17007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 262977 members 
Entering Unmasked Estep 
Score: -29784354.000000 Penalty: 4126.156738
	Iteration 8F: 3 clusters Score -2.978435e+07 nChanged 13479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 273750 members 
Entering Unmasked Estep 
Score: -29793540.000000 Penalty: 4126.156738
	Iteration 9Q: 3 clusters Score -2.979354e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 282250 members 
Entering Unmasked Estep 
Score: -29799880.000000 Penalty: 4126.156738
	Iteration 10Q: 3 clusters Score -2.979988e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 289515 members 
Entering Unmasked Estep 
Score: -29804684.000000 Penalty: 4126.156738
	Iteration 11Q: 3 clusters Score -2.980468e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 296154 members 
Entering Unmasked Estep 
Score: -29808716.000000 Penalty: 4126.156738
	Iteration 12Q: 3 clusters Score -2.980872e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 302183 members 
Entering Unmasked Estep 
Score: -29811664.000000 Penalty: 4126.156738
	Iteration 13Q: 3 clusters Score -2.981166e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 307464 members 
Entering Unmasked Estep 
Score: -29814054.000000 Penalty: 4126.156738
	Iteration 14Q: 3 clusters Score -2.981405e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 311980 members 
Entering Unmasked Estep 
Score: -29815838.000000 Penalty: 4126.156738
	Iteration 15Q: 3 clusters Score -2.981584e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 315757 members 
Entering Unmasked Estep 
Score: -29817336.000000 Penalty: 4126.156738
	Iteration 16Q: 3 clusters Score -2.981734e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 318874 members 
Entering Unmasked Estep 
Score: -29818760.000000 Penalty: 4126.156738
	Iteration 17Q: 3 clusters Score -2.981876e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 321188 members 
Entering Unmasked Estep 
Score: -29819488.000000 Penalty: 4126.156738
	Iteration 18Q: 3 clusters Score -2.981949e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 322906 members 
Entering Unmasked Estep 
Score: -29820310.000000 Penalty: 4126.156738
	Iteration 19Q: 3 clusters Score -2.982031e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 324042 members 
Entering Unmasked Estep 
Score: -29820750.000000 Penalty: 4126.156738
	Iteration 20F: 3 clusters Score -2.982075e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 324768 members 
Entering Unmasked Estep 
Score: -29821110.000000 Penalty: 4126.156738
	Iteration 21Q: 3 clusters Score -2.982111e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 325266 members 
Entering Unmasked Estep 
Score: -29821360.000000 Penalty: 4126.156738
	Iteration 22Q: 3 clusters Score -2.982136e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 325524 members 
Entering Unmasked Estep 
Score: -29821560.000000 Penalty: 4126.156738
	Iteration 23Q: 3 clusters Score -2.982156e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 325686 members 
Entering Unmasked Estep 
Score: -29821700.000000 Penalty: 4126.156738
	Iteration 24Q: 3 clusters Score -2.98217e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 325773 members 
Entering Unmasked Estep 
Score: -29821740.000000 Penalty: 4126.156738
	Iteration 25Q: 3 clusters Score -2.982174e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 325842 members 
Entering Unmasked Estep 
Score: -29821816.000000 Penalty: 4126.156738
	Iteration 26Q: 3 clusters Score -2.982182e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 325898 members 
Entering Unmasked Estep 
Score: -29821864.000000 Penalty: 4126.156738
	Iteration 27Q: 3 clusters Score -2.982186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 325931 members 
Entering Unmasked Estep 
Score: -29821896.000000 Penalty: 4126.156738
	Iteration 28Q: 3 clusters Score -2.98219e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 325950 members 
Entering Unmasked Estep 
Score: -29821884.000000 Penalty: 4126.156738
	Iteration 29Q: 3 clusters Score -2.982188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 325966 members 
Entering Unmasked Estep 
Score: -29821908.000000 Penalty: 4126.156738
	Iteration 30Q: 3 clusters Score -2.982191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 325979 members 
Entering Unmasked Estep 
Score: -29821900.000000 Penalty: 4126.156738
	Iteration 31Q: 3 clusters Score -2.98219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 325992 members 
Entering Unmasked Estep 
Score: -29821930.000000 Penalty: 4126.156738
	Iteration 32Q: 3 clusters Score -2.982193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 326002 members 
Entering Unmasked Estep 
Score: -29821924.000000 Penalty: 4126.156738
	Iteration 33Q: 3 clusters Score -2.982192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 326007 members 
Entering Unmasked Estep 
Score: -29821926.000000 Penalty: 4126.156738
	Iteration 34Q: 3 clusters Score -2.982193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 326015 members 
Entering Unmasked Estep 
Score: -29821928.000000 Penalty: 4126.156738
	Iteration 35Q: 3 clusters Score -2.982193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 326026 members 
Entering Unmasked Estep 
Score: -29821940.000000 Penalty: 4126.156738
	Iteration 36Q: 3 clusters Score -2.982194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 326030 members 
Entering Unmasked Estep 
Score: -29821930.000000 Penalty: 4126.156738
	Iteration 37Q: 3 clusters Score -2.982193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 326033 members 
Entering Unmasked Estep 
Score: -29821942.000000 Penalty: 4126.156738
	Iteration 38Q: 3 clusters Score -2.982194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326034 members 
Entering Unmasked Estep 
Score: -29821950.000000 Penalty: 4126.156738
	Iteration 39Q: 3 clusters Score -2.982195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 326035 members 
Entering Unmasked Estep 
Score: -29821954.000000 Penalty: 4126.156738
	Iteration 40F: 3 clusters Score -2.982195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -447738.187500 Penalty: 1392.959717
	Iteration 0F: 2 clusters Score -447738.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -443612.625000 Penalty: 2785.919434
	Iteration 0F: 3 clusters Score -443612.6 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -444861.218750 Penalty: 2785.919434
	Iteration 1F: 3 clusters Score -444861.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -445087.000000 Penalty: 2785.919434
	Iteration 2F: 3 clusters Score -445087 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -445226.187500 Penalty: 2785.919434
	Iteration 3F: 3 clusters Score -445226.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -445344.343750 Penalty: 2785.919434
	Iteration 4Q: 3 clusters Score -445344.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -445490.437500 Penalty: 2785.919434
	Iteration 5Q: 3 clusters Score -445490.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -445719.750000 Penalty: 2785.919434
	Iteration 6F: 3 clusters Score -445719.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -446089.218750 Penalty: 2785.919434
	Iteration 7F: 3 clusters Score -446089.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -446628.968750 Penalty: 2785.919434
	Iteration 8F: 3 clusters Score -446629 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -447384.156250 Penalty: 2785.919434
	Iteration 9F: 3 clusters Score -447384.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -448141.625000 Penalty: 2785.919434
	Iteration 10F: 3 clusters Score -448141.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -448515.593750 Penalty: 2785.919434
	Iteration 11Q: 3 clusters Score -448515.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -448633.750000 Penalty: 2785.919434
	Iteration 12Q: 3 clusters Score -448633.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -448669.375000 Penalty: 2785.919434
	Iteration 13Q: 3 clusters Score -448669.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -448677.500000 Penalty: 2785.919434
	Iteration 14Q: 3 clusters Score -448677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -448678.406250 Penalty: 2785.919434
	Iteration 15Q: 3 clusters Score -448678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -448677.937500 Penalty: 2785.919434
	Iteration 16Q: 3 clusters Score -448677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -448680.218750 Penalty: 2785.919434
	Iteration 17Q: 3 clusters Score -448680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -448680.218750 Penalty: 2785.919434
	Iteration 18F: 3 clusters Score -448680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 24914 members 
Mstep: Class 3 contains 22178 members 
Mstep: Class 4 contains 61889 members 
Mstep: Class 5 contains 326396 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45187 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 18455 members 
Mstep: Class 20 contains 38037 members 
Mstep: Class 21 contains 3158 members 
Entering Unmasked Estep 
Score: -54533252.000000 Penalty: 28115.259766
Splitting cluster 6 changes total score from -54533016.000000 to -54533252.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (14576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Entering Unmasked Estep 
Score: -1380416.125000 Penalty: 1557.908813
	Iteration 0F: 2 clusters Score -1380416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1370252.250000 Penalty: 3115.817627
	Iteration 0F: 3 clusters Score -1370252 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1373863.750000 Penalty: 3115.817627
	Iteration 1F: 3 clusters Score -1373864 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1374208.625000 Penalty: 3115.817627
	Iteration 2F: 3 clusters Score -1374209 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1374548.250000 Penalty: 3115.817627
	Iteration 3F: 3 clusters Score -1374548 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1374909.625000 Penalty: 3115.817627
	Iteration 4F: 3 clusters Score -1374910 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1375334.500000 Penalty: 3115.817627
	Iteration 5F: 3 clusters Score -1375334 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1375780.750000 Penalty: 3115.817627
	Iteration 6F: 3 clusters Score -1375781 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1376296.750000 Penalty: 3115.817627
	Iteration 7F: 3 clusters Score -1376297 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1376896.875000 Penalty: 3115.817627
	Iteration 8F: 3 clusters Score -1376897 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1377586.500000 Penalty: 3115.817627
	Iteration 9F: 3 clusters Score -1377586 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1378083.375000 Penalty: 3115.817627
	Iteration 10Q: 3 clusters Score -1378083 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1378371.000000 Penalty: 3115.817627
	Iteration 11Q: 3 clusters Score -1378371 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1378511.000000 Penalty: 3115.817627
	Iteration 12Q: 3 clusters Score -1378511 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1378601.125000 Penalty: 3115.817627
	Iteration 13Q: 3 clusters Score -1378601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1378665.500000 Penalty: 3115.817627
	Iteration 14Q: 3 clusters Score -1378666 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1378710.625000 Penalty: 3115.817627
	Iteration 15Q: 3 clusters Score -1378711 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1378744.750000 Penalty: 3115.817627
	Iteration 16Q: 3 clusters Score -1378745 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1378779.750000 Penalty: 3115.817627
	Iteration 17Q: 3 clusters Score -1378780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1378815.250000 Penalty: 3115.817627
	Iteration 18Q: 3 clusters Score -1378815 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1378843.375000 Penalty: 3115.817627
	Iteration 19Q: 3 clusters Score -1378843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1378862.875000 Penalty: 3115.817627
	Iteration 20F: 3 clusters Score -1378863 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1378876.875000 Penalty: 3115.817627
	Iteration 21Q: 3 clusters Score -1378877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1378892.250000 Penalty: 3115.817627
	Iteration 22Q: 3 clusters Score -1378892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1378916.000000 Penalty: 3115.817627
	Iteration 23Q: 3 clusters Score -1378916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1378927.000000 Penalty: 3115.817627
	Iteration 24Q: 3 clusters Score -1378927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1378936.375000 Penalty: 3115.817627
	Iteration 25Q: 3 clusters Score -1378936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1378946.750000 Penalty: 3115.817627
	Iteration 26Q: 3 clusters Score -1378947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1378956.125000 Penalty: 3115.817627
	Iteration 27Q: 3 clusters Score -1378956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1378963.500000 Penalty: 3115.817627
	Iteration 28Q: 3 clusters Score -1378964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1378975.250000 Penalty: 3115.817627
	Iteration 29Q: 3 clusters Score -1378975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1378993.000000 Penalty: 3115.817627
	Iteration 30Q: 3 clusters Score -1378993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1379007.000000 Penalty: 3115.817627
	Iteration 31Q: 3 clusters Score -1379007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1379018.000000 Penalty: 3115.817627
	Iteration 32Q: 3 clusters Score -1379018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1379022.625000 Penalty: 3115.817627
	Iteration 33Q: 3 clusters Score -1379023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1379026.625000 Penalty: 3115.817627
	Iteration 34Q: 3 clusters Score -1379027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1379039.250000 Penalty: 3115.817627
	Iteration 35Q: 3 clusters Score -1379039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1379044.000000 Penalty: 3115.817627
	Iteration 36Q: 3 clusters Score -1379044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1379055.125000 Penalty: 3115.817627
	Iteration 37Q: 3 clusters Score -1379055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1379062.500000 Penalty: 3115.817627
	Iteration 38Q: 3 clusters Score -1379062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1379065.750000 Penalty: 3115.817627
	Iteration 39Q: 3 clusters Score -1379066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1379072.375000 Penalty: 3115.817627
	Iteration 40F: 3 clusters Score -1379072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1379076.500000 Penalty: 3115.817627
	Iteration 41Q: 3 clusters Score -1379076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1379081.875000 Penalty: 3115.817627
	Iteration 42Q: 3 clusters Score -1379082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1379089.250000 Penalty: 3115.817627
	Iteration 43Q: 3 clusters Score -1379089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1379092.500000 Penalty: 3115.817627
	Iteration 44Q: 3 clusters Score -1379092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1379103.125000 Penalty: 3115.817627
	Iteration 45Q: 3 clusters Score -1379103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1379109.500000 Penalty: 3115.817627
	Iteration 46Q: 3 clusters Score -1379110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1379112.875000 Penalty: 3115.817627
	Iteration 47Q: 3 clusters Score -1379113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1379115.750000 Penalty: 3115.817627
	Iteration 48Q: 3 clusters Score -1379116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1379121.875000 Penalty: 3115.817627
	Iteration 49Q: 3 clusters Score -1379122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1379130.250000 Penalty: 3115.817627
	Iteration 50Q: 3 clusters Score -1379130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1379133.500000 Penalty: 3115.817627
	Iteration 51Q: 3 clusters Score -1379134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1379141.250000 Penalty: 3115.817627
	Iteration 52Q: 3 clusters Score -1379141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1379146.500000 Penalty: 3115.817627
	Iteration 53Q: 3 clusters Score -1379146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1379151.750000 Penalty: 3115.817627
	Iteration 54Q: 3 clusters Score -1379152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1379158.500000 Penalty: 3115.817627
	Iteration 55Q: 3 clusters Score -1379158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1379164.125000 Penalty: 3115.817627
	Iteration 56Q: 3 clusters Score -1379164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1379168.125000 Penalty: 3115.817627
	Iteration 57Q: 3 clusters Score -1379168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1379169.750000 Penalty: 3115.817627
	Iteration 58Q: 3 clusters Score -1379170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1379173.250000 Penalty: 3115.817627
	Iteration 59Q: 3 clusters Score -1379173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1379174.875000 Penalty: 3115.817627
	Iteration 60F: 3 clusters Score -1379175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1379177.500000 Penalty: 3115.817627
	Iteration 61Q: 3 clusters Score -1379178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1379177.000000 Penalty: 3115.817627
	Iteration 62Q: 3 clusters Score -1379177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1379181.000000 Penalty: 3115.817627
	Iteration 63Q: 3 clusters Score -1379181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1379181.250000 Penalty: 3115.817627
	Iteration 64Q: 3 clusters Score -1379181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1379183.500000 Penalty: 3115.817627
	Iteration 65Q: 3 clusters Score -1379184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1379187.500000 Penalty: 3115.817627
	Iteration 66Q: 3 clusters Score -1379188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1379192.625000 Penalty: 3115.817627
	Iteration 67Q: 3 clusters Score -1379193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1379201.250000 Penalty: 3115.817627
	Iteration 68Q: 3 clusters Score -1379201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1379206.750000 Penalty: 3115.817627
	Iteration 69Q: 3 clusters Score -1379207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1379213.125000 Penalty: 3115.817627
	Iteration 70Q: 3 clusters Score -1379213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1379222.125000 Penalty: 3115.817627
	Iteration 71Q: 3 clusters Score -1379222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1379228.750000 Penalty: 3115.817627
	Iteration 72Q: 3 clusters Score -1379229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1379236.250000 Penalty: 3115.817627
	Iteration 73Q: 3 clusters Score -1379236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1379242.750000 Penalty: 3115.817627
	Iteration 74Q: 3 clusters Score -1379243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1379246.500000 Penalty: 3115.817627
	Iteration 75Q: 3 clusters Score -1379246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1379249.375000 Penalty: 3115.817627
	Iteration 76Q: 3 clusters Score -1379249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1379249.500000 Penalty: 3115.817627
	Iteration 77Q: 3 clusters Score -1379250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1379252.875000 Penalty: 3115.817627
	Iteration 78Q: 3 clusters Score -1379253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1379251.625000 Penalty: 3115.817627
	Iteration 79Q: 3 clusters Score -1379252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1379251.500000 Penalty: 3115.817627
	Iteration 80F: 3 clusters Score -1379252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1379255.000000 Penalty: 3115.817627
	Iteration 81Q: 3 clusters Score -1379255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1379254.500000 Penalty: 3115.817627
	Iteration 82Q: 3 clusters Score -1379254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1379254.375000 Penalty: 3115.817627
	Iteration 83Q: 3 clusters Score -1379254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1379254.375000 Penalty: 3115.817627
	Iteration 84F: 3 clusters Score -1379254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Entering Unmasked Estep 
Score: -4215769.000000 Penalty: 1741.766846
	Iteration 0F: 2 clusters Score -4215769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4185539.500000 Penalty: 3483.533691
	Iteration 0F: 3 clusters Score -4185540 nChanged 21107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -4197824.000000 Penalty: 3483.533691
	Iteration 1F: 3 clusters Score -4197824 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4198805.000000 Penalty: 3483.533691
	Iteration 2Q: 3 clusters Score -4198805 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4200124.000000 Penalty: 3483.533691
	Iteration 3F: 3 clusters Score -4200124 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4201864.500000 Penalty: 3483.533691
	Iteration 4F: 3 clusters Score -4201864 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4204105.500000 Penalty: 3483.533691
	Iteration 5F: 3 clusters Score -4204106 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4207091.500000 Penalty: 3483.533691
	Iteration 6F: 3 clusters Score -4207092 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4210029.500000 Penalty: 3483.533691
	Iteration 7F: 3 clusters Score -4210030 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4211914.000000 Penalty: 3483.533691
	Iteration 8Q: 3 clusters Score -4211914 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4212641.000000 Penalty: 3483.533691
	Iteration 9Q: 3 clusters Score -4212641 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -4212932.500000 Penalty: 3483.533691
	Iteration 10Q: 3 clusters Score -4212932 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -4213083.500000 Penalty: 3483.533691
	Iteration 11Q: 3 clusters Score -4213084 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4213178.500000 Penalty: 3483.533691
	Iteration 12Q: 3 clusters Score -4213178 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4213280.000000 Penalty: 3483.533691
	Iteration 13Q: 3 clusters Score -4213280 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4213371.000000 Penalty: 3483.533691
	Iteration 14Q: 3 clusters Score -4213371 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4213433.000000 Penalty: 3483.533691
	Iteration 15Q: 3 clusters Score -4213433 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4213480.500000 Penalty: 3483.533691
	Iteration 16Q: 3 clusters Score -4213480 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4213530.000000 Penalty: 3483.533691
	Iteration 17Q: 3 clusters Score -4213530 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -4213600.500000 Penalty: 3483.533691
	Iteration 18Q: 3 clusters Score -4213600 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -4213637.500000 Penalty: 3483.533691
	Iteration 19Q: 3 clusters Score -4213638 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4213666.500000 Penalty: 3483.533691
	Iteration 20F: 3 clusters Score -4213666 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -4213711.000000 Penalty: 3483.533691
	Iteration 21Q: 3 clusters Score -4213711 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -4213733.500000 Penalty: 3483.533691
	Iteration 22Q: 3 clusters Score -4213734 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -4213772.000000 Penalty: 3483.533691
	Iteration 23Q: 3 clusters Score -4213772 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4213816.000000 Penalty: 3483.533691
	Iteration 24Q: 3 clusters Score -4213816 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4213858.500000 Penalty: 3483.533691
	Iteration 25Q: 3 clusters Score -4213858 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4213913.500000 Penalty: 3483.533691
	Iteration 26Q: 3 clusters Score -4213914 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4213954.500000 Penalty: 3483.533691
	Iteration 27Q: 3 clusters Score -4213954 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -4214001.500000 Penalty: 3483.533691
	Iteration 28Q: 3 clusters Score -4214002 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4214044.500000 Penalty: 3483.533691
	Iteration 29Q: 3 clusters Score -4214044 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4214082.500000 Penalty: 3483.533691
	Iteration 30Q: 3 clusters Score -4214082 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4214115.500000 Penalty: 3483.533691
	Iteration 31Q: 3 clusters Score -4214116 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4214166.500000 Penalty: 3483.533691
	Iteration 32Q: 3 clusters Score -4214166 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4214206.500000 Penalty: 3483.533691
	Iteration 33Q: 3 clusters Score -4214206 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4214229.000000 Penalty: 3483.533691
	Iteration 34Q: 3 clusters Score -4214229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4214249.000000 Penalty: 3483.533691
	Iteration 35Q: 3 clusters Score -4214249 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4214271.000000 Penalty: 3483.533691
	Iteration 36Q: 3 clusters Score -4214271 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4214276.500000 Penalty: 3483.533691
	Iteration 37Q: 3 clusters Score -4214276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4214300.500000 Penalty: 3483.533691
	Iteration 38Q: 3 clusters Score -4214300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4214319.000000 Penalty: 3483.533691
	Iteration 39Q: 3 clusters Score -4214319 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -4214358.500000 Penalty: 3483.533691
	Iteration 40F: 3 clusters Score -4214358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4214376.500000 Penalty: 3483.533691
	Iteration 41Q: 3 clusters Score -4214376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4214378.500000 Penalty: 3483.533691
	Iteration 42Q: 3 clusters Score -4214378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4214384.500000 Penalty: 3483.533691
	Iteration 43Q: 3 clusters Score -4214384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4214400.500000 Penalty: 3483.533691
	Iteration 44Q: 3 clusters Score -4214400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4214415.000000 Penalty: 3483.533691
	Iteration 45Q: 3 clusters Score -4214415 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4214438.000000 Penalty: 3483.533691
	Iteration 46Q: 3 clusters Score -4214438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4214451.000000 Penalty: 3483.533691
	Iteration 47Q: 3 clusters Score -4214451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4214446.500000 Penalty: 3483.533691
	Iteration 48Q: 3 clusters Score -4214446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4214465.500000 Penalty: 3483.533691
	Iteration 49Q: 3 clusters Score -4214466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4214481.500000 Penalty: 3483.533691
	Iteration 50Q: 3 clusters Score -4214482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4214483.000000 Penalty: 3483.533691
	Iteration 51Q: 3 clusters Score -4214483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4214496.000000 Penalty: 3483.533691
	Iteration 52Q: 3 clusters Score -4214496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4214500.000000 Penalty: 3483.533691
	Iteration 53Q: 3 clusters Score -4214500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4214503.500000 Penalty: 3483.533691
	Iteration 54Q: 3 clusters Score -4214504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4214506.000000 Penalty: 3483.533691
	Iteration 55Q: 3 clusters Score -4214506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4214525.000000 Penalty: 3483.533691
	Iteration 56Q: 3 clusters Score -4214525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4214532.000000 Penalty: 3483.533691
	Iteration 57Q: 3 clusters Score -4214532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4214536.000000 Penalty: 3483.533691
	Iteration 58Q: 3 clusters Score -4214536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4214544.500000 Penalty: 3483.533691
	Iteration 59Q: 3 clusters Score -4214544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4214553.000000 Penalty: 3483.533691
	Iteration 60F: 3 clusters Score -4214553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4214548.500000 Penalty: 3483.533691
	Iteration 61Q: 3 clusters Score -4214548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4214552.500000 Penalty: 3483.533691
	Iteration 62Q: 3 clusters Score -4214552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4214555.500000 Penalty: 3483.533691
	Iteration 63Q: 3 clusters Score -4214556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4214563.500000 Penalty: 3483.533691
	Iteration 64Q: 3 clusters Score -4214564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4214566.500000 Penalty: 3483.533691
	Iteration 65Q: 3 clusters Score -4214566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4214562.000000 Penalty: 3483.533691
	Iteration 66Q: 3 clusters Score -4214562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4214564.500000 Penalty: 3483.533691
	Iteration 67Q: 3 clusters Score -4214564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4214566.000000 Penalty: 3483.533691
	Iteration 68Q: 3 clusters Score -4214566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4214569.000000 Penalty: 3483.533691
	Iteration 69Q: 3 clusters Score -4214569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4214568.500000 Penalty: 3483.533691
	Iteration 70Q: 3 clusters Score -4214568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4214573.000000 Penalty: 3483.533691
	Iteration 71Q: 3 clusters Score -4214573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4214576.500000 Penalty: 3483.533691
	Iteration 72Q: 3 clusters Score -4214576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4214574.500000 Penalty: 3483.533691
	Iteration 73Q: 3 clusters Score -4214574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4214575.500000 Penalty: 3483.533691
	Iteration 74Q: 3 clusters Score -4214576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4214578.500000 Penalty: 3483.533691
	Iteration 75Q: 3 clusters Score -4214578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4214582.000000 Penalty: 3483.533691
	Iteration 76Q: 3 clusters Score -4214582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4214580.000000 Penalty: 3483.533691
	Iteration 77Q: 3 clusters Score -4214580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4214581.000000 Penalty: 3483.533691
	Iteration 78Q: 3 clusters Score -4214581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4214588.500000 Penalty: 3483.533691
	Iteration 79Q: 3 clusters Score -4214588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4214595.500000 Penalty: 3483.533691
	Iteration 80F: 3 clusters Score -4214596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4214599.000000 Penalty: 3483.533691
	Iteration 81Q: 3 clusters Score -4214599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4214599.000000 Penalty: 3483.533691
	Iteration 82Q: 3 clusters Score -4214599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4214603.500000 Penalty: 3483.533691
	Iteration 83Q: 3 clusters Score -4214604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4214604.000000 Penalty: 3483.533691
	Iteration 84Q: 3 clusters Score -4214604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4214602.500000 Penalty: 3483.533691
	Iteration 85Q: 3 clusters Score -4214602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4214605.500000 Penalty: 3483.533691
	Iteration 86Q: 3 clusters Score -4214606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4214605.500000 Penalty: 3483.533691
	Iteration 87F: 3 clusters Score -4214606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -202329.968750 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -202330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -200115.375000 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -200115.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -200576.421875 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -200576.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -200702.187500 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -200702.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -200769.312500 Penalty: 2490.607422
	Iteration 3Q: 3 clusters Score -200769.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -200826.906250 Penalty: 2490.607422
	Iteration 4Q: 3 clusters Score -200826.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -200869.437500 Penalty: 2490.607422
	Iteration 5Q: 3 clusters Score -200869.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -200900.625000 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -200900.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -200929.812500 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -200929.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -200958.234375 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -200958.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -200978.390625 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -200978.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -200997.031250 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -200997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -201014.750000 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -201014.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -201029.515625 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -201029.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -201042.515625 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -201042.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -201053.828125 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -201053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -201062.062500 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -201062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -201067.937500 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -201067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -201077.250000 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -201077.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -201086.484375 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -201086.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -201095.234375 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -201095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -201102.156250 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -201102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -201105.281250 Penalty: 2490.607422
	Iteration 21Q: 3 clusters Score -201105.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -201107.375000 Penalty: 2490.607422
	Iteration 22Q: 3 clusters Score -201107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -201109.000000 Penalty: 2490.607422
	Iteration 23Q: 3 clusters Score -201109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -201110.703125 Penalty: 2490.607422
	Iteration 24Q: 3 clusters Score -201110.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -201114.671875 Penalty: 2490.607422
	Iteration 25Q: 3 clusters Score -201114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -201117.375000 Penalty: 2490.607422
	Iteration 26Q: 3 clusters Score -201117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -201119.171875 Penalty: 2490.607422
	Iteration 27Q: 3 clusters Score -201119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -201120.109375 Penalty: 2490.607422
	Iteration 28Q: 3 clusters Score -201120.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -201120.109375 Penalty: 2490.607422
	Iteration 29F: 3 clusters Score -201120.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Entering Unmasked Estep 
Score: -1730281.375000 Penalty: 1596.252197
	Iteration 0F: 2 clusters Score -1730281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1717739.875000 Penalty: 3192.504395
	Iteration 0F: 3 clusters Score -1717740 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1722106.500000 Penalty: 3192.504395
	Iteration 1F: 3 clusters Score -1722106 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1722359.500000 Penalty: 3192.504395
	Iteration 2Q: 3 clusters Score -1722360 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1722576.250000 Penalty: 3192.504395
	Iteration 3Q: 3 clusters Score -1722576 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1722797.250000 Penalty: 3192.504395
	Iteration 4Q: 3 clusters Score -1722797 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1723109.500000 Penalty: 3192.504395
	Iteration 5Q: 3 clusters Score -1723110 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1723526.125000 Penalty: 3192.504395
	Iteration 6Q: 3 clusters Score -1723526 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1724148.250000 Penalty: 3192.504395
	Iteration 7F: 3 clusters Score -1724148 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1725128.375000 Penalty: 3192.504395
	Iteration 8F: 3 clusters Score -1725128 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1726326.750000 Penalty: 3192.504395
	Iteration 9F: 3 clusters Score -1726327 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1727416.500000 Penalty: 3192.504395
	Iteration 10F: 3 clusters Score -1727416 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1728159.750000 Penalty: 3192.504395
	Iteration 11Q: 3 clusters Score -1728160 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1728543.375000 Penalty: 3192.504395
	Iteration 12Q: 3 clusters Score -1728543 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1728762.000000 Penalty: 3192.504395
	Iteration 13Q: 3 clusters Score -1728762 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1728899.750000 Penalty: 3192.504395
	Iteration 14Q: 3 clusters Score -1728900 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1728988.375000 Penalty: 3192.504395
	Iteration 15Q: 3 clusters Score -1728988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1729032.625000 Penalty: 3192.504395
	Iteration 16Q: 3 clusters Score -1729033 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1729075.875000 Penalty: 3192.504395
	Iteration 17Q: 3 clusters Score -1729076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1729115.625000 Penalty: 3192.504395
	Iteration 18Q: 3 clusters Score -1729116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1729144.750000 Penalty: 3192.504395
	Iteration 19Q: 3 clusters Score -1729145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1729172.500000 Penalty: 3192.504395
	Iteration 20F: 3 clusters Score -1729172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1729194.375000 Penalty: 3192.504395
	Iteration 21Q: 3 clusters Score -1729194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1729213.250000 Penalty: 3192.504395
	Iteration 22Q: 3 clusters Score -1729213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1729228.625000 Penalty: 3192.504395
	Iteration 23Q: 3 clusters Score -1729229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1729250.125000 Penalty: 3192.504395
	Iteration 24Q: 3 clusters Score -1729250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1729254.500000 Penalty: 3192.504395
	Iteration 25Q: 3 clusters Score -1729254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1729273.750000 Penalty: 3192.504395
	Iteration 26Q: 3 clusters Score -1729274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1729278.625000 Penalty: 3192.504395
	Iteration 27Q: 3 clusters Score -1729279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1729282.875000 Penalty: 3192.504395
	Iteration 28Q: 3 clusters Score -1729283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1729294.250000 Penalty: 3192.504395
	Iteration 29Q: 3 clusters Score -1729294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1729295.875000 Penalty: 3192.504395
	Iteration 30Q: 3 clusters Score -1729296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1729304.625000 Penalty: 3192.504395
	Iteration 31Q: 3 clusters Score -1729305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1729312.375000 Penalty: 3192.504395
	Iteration 32Q: 3 clusters Score -1729312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1729320.250000 Penalty: 3192.504395
	Iteration 33Q: 3 clusters Score -1729320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1729336.000000 Penalty: 3192.504395
	Iteration 34Q: 3 clusters Score -1729336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1729340.125000 Penalty: 3192.504395
	Iteration 35Q: 3 clusters Score -1729340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1729344.375000 Penalty: 3192.504395
	Iteration 36Q: 3 clusters Score -1729344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1729350.625000 Penalty: 3192.504395
	Iteration 37Q: 3 clusters Score -1729351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1729355.750000 Penalty: 3192.504395
	Iteration 38Q: 3 clusters Score -1729356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1729361.000000 Penalty: 3192.504395
	Iteration 39Q: 3 clusters Score -1729361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1729361.875000 Penalty: 3192.504395
	Iteration 40F: 3 clusters Score -1729362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1729364.000000 Penalty: 3192.504395
	Iteration 41Q: 3 clusters Score -1729364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1729368.875000 Penalty: 3192.504395
	Iteration 42Q: 3 clusters Score -1729369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1729372.000000 Penalty: 3192.504395
	Iteration 43Q: 3 clusters Score -1729372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1729378.500000 Penalty: 3192.504395
	Iteration 44Q: 3 clusters Score -1729378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1729390.000000 Penalty: 3192.504395
	Iteration 45Q: 3 clusters Score -1729390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1729398.750000 Penalty: 3192.504395
	Iteration 46Q: 3 clusters Score -1729399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1729398.750000 Penalty: 3192.504395
	Iteration 47Q: 3 clusters Score -1729399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1729400.875000 Penalty: 3192.504395
	Iteration 48Q: 3 clusters Score -1729401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1729401.750000 Penalty: 3192.504395
	Iteration 49Q: 3 clusters Score -1729402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1729409.125000 Penalty: 3192.504395
	Iteration 50Q: 3 clusters Score -1729409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1729415.375000 Penalty: 3192.504395
	Iteration 51Q: 3 clusters Score -1729415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1729420.625000 Penalty: 3192.504395
	Iteration 52Q: 3 clusters Score -1729421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1729424.250000 Penalty: 3192.504395
	Iteration 53Q: 3 clusters Score -1729424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1729434.000000 Penalty: 3192.504395
	Iteration 54Q: 3 clusters Score -1729434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1729430.125000 Penalty: 3192.504395
	Iteration 55Q: 3 clusters Score -1729430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1729431.500000 Penalty: 3192.504395
	Iteration 56Q: 3 clusters Score -1729432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1729429.500000 Penalty: 3192.504395
	Iteration 57Q: 3 clusters Score -1729430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1729432.625000 Penalty: 3192.504395
	Iteration 58Q: 3 clusters Score -1729433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1729428.750000 Penalty: 3192.504395
	Iteration 59Q: 3 clusters Score -1729429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1729430.250000 Penalty: 3192.504395
	Iteration 60F: 3 clusters Score -1729430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1729430.750000 Penalty: 3192.504395
	Iteration 61Q: 3 clusters Score -1729431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1729432.875000 Penalty: 3192.504395
	Iteration 62Q: 3 clusters Score -1729433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1729432.750000 Penalty: 3192.504395
	Iteration 63Q: 3 clusters Score -1729433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1729434.000000 Penalty: 3192.504395
	Iteration 64Q: 3 clusters Score -1729434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1729435.625000 Penalty: 3192.504395
	Iteration 65Q: 3 clusters Score -1729436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1729436.500000 Penalty: 3192.504395
	Iteration 66Q: 3 clusters Score -1729436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1729438.625000 Penalty: 3192.504395
	Iteration 67Q: 3 clusters Score -1729439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1729439.125000 Penalty: 3192.504395
	Iteration 68Q: 3 clusters Score -1729439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1729439.375000 Penalty: 3192.504395
	Iteration 69Q: 3 clusters Score -1729439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1729439.750000 Penalty: 3192.504395
	Iteration 70Q: 3 clusters Score -1729440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1729437.625000 Penalty: 3192.504395
	Iteration 71Q: 3 clusters Score -1729438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1729441.750000 Penalty: 3192.504395
	Iteration 72Q: 3 clusters Score -1729442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1729441.750000 Penalty: 3192.504395
	Iteration 73Q: 3 clusters Score -1729442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1729441.250000 Penalty: 3192.504395
	Iteration 74Q: 3 clusters Score -1729441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1729441.250000 Penalty: 3192.504395
	Iteration 75F: 3 clusters Score -1729441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Entering Unmasked Estep 
Score: -3551207.000000 Penalty: 1713.776123
	Iteration 0F: 2 clusters Score -3551207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3525626.500000 Penalty: 3427.552246
	Iteration 0F: 3 clusters Score -3525626 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3535478.250000 Penalty: 3427.552246
	Iteration 1F: 3 clusters Score -3535478 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3535965.000000 Penalty: 3427.552246
	Iteration 2Q: 3 clusters Score -3535965 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3536520.000000 Penalty: 3427.552246
	Iteration 3Q: 3 clusters Score -3536520 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3537261.000000 Penalty: 3427.552246
	Iteration 4Q: 3 clusters Score -3537261 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3538229.250000 Penalty: 3427.552246
	Iteration 5Q: 3 clusters Score -3538229 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3539390.250000 Penalty: 3427.552246
	Iteration 6F: 3 clusters Score -3539390 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3540979.250000 Penalty: 3427.552246
	Iteration 7F: 3 clusters Score -3540979 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3542601.000000 Penalty: 3427.552246
	Iteration 8F: 3 clusters Score -3542601 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3543897.500000 Penalty: 3427.552246
	Iteration 9F: 3 clusters Score -3543898 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3544661.250000 Penalty: 3427.552246
	Iteration 10Q: 3 clusters Score -3544661 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3544995.750000 Penalty: 3427.552246
	Iteration 11Q: 3 clusters Score -3544996 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3545197.000000 Penalty: 3427.552246
	Iteration 12Q: 3 clusters Score -3545197 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3545377.000000 Penalty: 3427.552246
	Iteration 13Q: 3 clusters Score -3545377 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3545569.750000 Penalty: 3427.552246
	Iteration 14Q: 3 clusters Score -3545570 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3545762.750000 Penalty: 3427.552246
	Iteration 15Q: 3 clusters Score -3545763 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3545988.500000 Penalty: 3427.552246
	Iteration 16Q: 3 clusters Score -3545988 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3546193.750000 Penalty: 3427.552246
	Iteration 17Q: 3 clusters Score -3546194 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3546416.000000 Penalty: 3427.552246
	Iteration 18Q: 3 clusters Score -3546416 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3546662.250000 Penalty: 3427.552246
	Iteration 19Q: 3 clusters Score -3546662 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3546930.250000 Penalty: 3427.552246
	Iteration 20F: 3 clusters Score -3546930 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3547198.000000 Penalty: 3427.552246
	Iteration 21Q: 3 clusters Score -3547198 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3547454.250000 Penalty: 3427.552246
	Iteration 22Q: 3 clusters Score -3547454 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -3547648.500000 Penalty: 3427.552246
	Iteration 23Q: 3 clusters Score -3547648 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -3547903.500000 Penalty: 3427.552246
	Iteration 24Q: 3 clusters Score -3547904 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3548124.500000 Penalty: 3427.552246
	Iteration 25Q: 3 clusters Score -3548124 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -3548322.250000 Penalty: 3427.552246
	Iteration 26Q: 3 clusters Score -3548322 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -3548478.750000 Penalty: 3427.552246
	Iteration 27Q: 3 clusters Score -3548479 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -3548629.500000 Penalty: 3427.552246
	Iteration 28Q: 3 clusters Score -3548630 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3548745.250000 Penalty: 3427.552246
	Iteration 29Q: 3 clusters Score -3548745 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -3548855.250000 Penalty: 3427.552246
	Iteration 30Q: 3 clusters Score -3548855 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3548931.000000 Penalty: 3427.552246
	Iteration 31Q: 3 clusters Score -3548931 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -3548999.750000 Penalty: 3427.552246
	Iteration 32Q: 3 clusters Score -3549000 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -3549058.500000 Penalty: 3427.552246
	Iteration 33Q: 3 clusters Score -3549058 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -3549123.500000 Penalty: 3427.552246
	Iteration 34Q: 3 clusters Score -3549124 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -3549180.750000 Penalty: 3427.552246
	Iteration 35Q: 3 clusters Score -3549181 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3549229.500000 Penalty: 3427.552246
	Iteration 36Q: 3 clusters Score -3549230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3549267.750000 Penalty: 3427.552246
	Iteration 37Q: 3 clusters Score -3549268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3549310.250000 Penalty: 3427.552246
	Iteration 38Q: 3 clusters Score -3549310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -3549360.500000 Penalty: 3427.552246
	Iteration 39Q: 3 clusters Score -3549360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -3549382.500000 Penalty: 3427.552246
	Iteration 40F: 3 clusters Score -3549382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -3549429.500000 Penalty: 3427.552246
	Iteration 41Q: 3 clusters Score -3549430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -3549453.250000 Penalty: 3427.552246
	Iteration 42Q: 3 clusters Score -3549453 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -3549483.500000 Penalty: 3427.552246
	Iteration 43Q: 3 clusters Score -3549484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -3549511.750000 Penalty: 3427.552246
	Iteration 44Q: 3 clusters Score -3549512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -3549537.500000 Penalty: 3427.552246
	Iteration 45Q: 3 clusters Score -3549538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -3549560.250000 Penalty: 3427.552246
	Iteration 46Q: 3 clusters Score -3549560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -3549576.750000 Penalty: 3427.552246
	Iteration 47Q: 3 clusters Score -3549577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -3549592.000000 Penalty: 3427.552246
	Iteration 48Q: 3 clusters Score -3549592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -3549607.250000 Penalty: 3427.552246
	Iteration 49Q: 3 clusters Score -3549607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -3549629.750000 Penalty: 3427.552246
	Iteration 50Q: 3 clusters Score -3549630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -3549644.250000 Penalty: 3427.552246
	Iteration 51Q: 3 clusters Score -3549644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3549659.250000 Penalty: 3427.552246
	Iteration 52Q: 3 clusters Score -3549659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -3549672.500000 Penalty: 3427.552246
	Iteration 53Q: 3 clusters Score -3549672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -3549676.750000 Penalty: 3427.552246
	Iteration 54Q: 3 clusters Score -3549677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -3549688.750000 Penalty: 3427.552246
	Iteration 55Q: 3 clusters Score -3549689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -3549700.750000 Penalty: 3427.552246
	Iteration 56Q: 3 clusters Score -3549701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -3549709.500000 Penalty: 3427.552246
	Iteration 57Q: 3 clusters Score -3549710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -3549714.500000 Penalty: 3427.552246
	Iteration 58Q: 3 clusters Score -3549714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -3549733.250000 Penalty: 3427.552246
	Iteration 59Q: 3 clusters Score -3549733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -3549737.250000 Penalty: 3427.552246
	Iteration 60F: 3 clusters Score -3549737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -3549741.250000 Penalty: 3427.552246
	Iteration 61Q: 3 clusters Score -3549741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -3549742.750000 Penalty: 3427.552246
	Iteration 62Q: 3 clusters Score -3549743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -3549747.000000 Penalty: 3427.552246
	Iteration 63Q: 3 clusters Score -3549747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -3549751.500000 Penalty: 3427.552246
	Iteration 64Q: 3 clusters Score -3549752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3549751.000000 Penalty: 3427.552246
	Iteration 65Q: 3 clusters Score -3549751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -3549755.500000 Penalty: 3427.552246
	Iteration 66Q: 3 clusters Score -3549756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -3549759.000000 Penalty: 3427.552246
	Iteration 67Q: 3 clusters Score -3549759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3549758.500000 Penalty: 3427.552246
	Iteration 68Q: 3 clusters Score -3549758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -3549766.250000 Penalty: 3427.552246
	Iteration 69Q: 3 clusters Score -3549766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -3549772.500000 Penalty: 3427.552246
	Iteration 70Q: 3 clusters Score -3549772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3549773.000000 Penalty: 3427.552246
	Iteration 71Q: 3 clusters Score -3549773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -3549768.750000 Penalty: 3427.552246
	Iteration 72Q: 3 clusters Score -3549769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3549773.000000 Penalty: 3427.552246
	Iteration 73Q: 3 clusters Score -3549773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -3549773.250000 Penalty: 3427.552246
	Iteration 74Q: 3 clusters Score -3549773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -3549778.250000 Penalty: 3427.552246
	Iteration 75Q: 3 clusters Score -3549778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -3549781.000000 Penalty: 3427.552246
	Iteration 76Q: 3 clusters Score -3549781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -3549778.000000 Penalty: 3427.552246
	Iteration 77Q: 3 clusters Score -3549778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -3549780.500000 Penalty: 3427.552246
	Iteration 78Q: 3 clusters Score -3549780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -3549782.000000 Penalty: 3427.552246
	Iteration 79Q: 3 clusters Score -3549782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3549784.000000 Penalty: 3427.552246
	Iteration 80F: 3 clusters Score -3549784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3549785.000000 Penalty: 3427.552246
	Iteration 81Q: 3 clusters Score -3549785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -3549785.750000 Penalty: 3427.552246
	Iteration 82Q: 3 clusters Score -3549786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -3549782.000000 Penalty: 3427.552246
	Iteration 83Q: 3 clusters Score -3549782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -3549781.500000 Penalty: 3427.552246
	Iteration 84Q: 3 clusters Score -3549782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -3549783.000000 Penalty: 3427.552246
	Iteration 85Q: 3 clusters Score -3549783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -3549780.500000 Penalty: 3427.552246
	Iteration 86Q: 3 clusters Score -3549780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -3549782.500000 Penalty: 3427.552246
	Iteration 87Q: 3 clusters Score -3549782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -3549782.500000 Penalty: 3427.552246
	Iteration 88F: 3 clusters Score -3549782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -292742.343750 Penalty: 1309.375366
	Iteration 0F: 2 clusters Score -292742.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -289965.156250 Penalty: 2618.750732
	Iteration 0F: 3 clusters Score -289965.2 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -290653.281250 Penalty: 2618.750732
	Iteration 1F: 3 clusters Score -290653.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -290790.000000 Penalty: 2618.750732
	Iteration 2F: 3 clusters Score -290790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -290860.062500 Penalty: 2618.750732
	Iteration 3Q: 3 clusters Score -290860.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -290903.875000 Penalty: 2618.750732
	Iteration 4Q: 3 clusters Score -290903.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -290935.125000 Penalty: 2618.750732
	Iteration 5Q: 3 clusters Score -290935.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -290963.250000 Penalty: 2618.750732
	Iteration 6Q: 3 clusters Score -290963.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -290977.375000 Penalty: 2618.750732
	Iteration 7Q: 3 clusters Score -290977.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -290990.562500 Penalty: 2618.750732
	Iteration 8Q: 3 clusters Score -290990.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291002.375000 Penalty: 2618.750732
	Iteration 9Q: 3 clusters Score -291002.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -291016.406250 Penalty: 2618.750732
	Iteration 10Q: 3 clusters Score -291016.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -291030.625000 Penalty: 2618.750732
	Iteration 11Q: 3 clusters Score -291030.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -291042.250000 Penalty: 2618.750732
	Iteration 12Q: 3 clusters Score -291042.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -291054.718750 Penalty: 2618.750732
	Iteration 13Q: 3 clusters Score -291054.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -291071.125000 Penalty: 2618.750732
	Iteration 14Q: 3 clusters Score -291071.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -291089.500000 Penalty: 2618.750732
	Iteration 15Q: 3 clusters Score -291089.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -291110.781250 Penalty: 2618.750732
	Iteration 16Q: 3 clusters Score -291110.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -291139.843750 Penalty: 2618.750732
	Iteration 17Q: 3 clusters Score -291139.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -291162.468750 Penalty: 2618.750732
	Iteration 18Q: 3 clusters Score -291162.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -291184.531250 Penalty: 2618.750732
	Iteration 19Q: 3 clusters Score -291184.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -291201.500000 Penalty: 2618.750732
	Iteration 20F: 3 clusters Score -291201.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -291215.687500 Penalty: 2618.750732
	Iteration 21Q: 3 clusters Score -291215.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -291229.562500 Penalty: 2618.750732
	Iteration 22Q: 3 clusters Score -291229.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -291249.500000 Penalty: 2618.750732
	Iteration 23Q: 3 clusters Score -291249.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -291269.281250 Penalty: 2618.750732
	Iteration 24Q: 3 clusters Score -291269.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -291288.593750 Penalty: 2618.750732
	Iteration 25Q: 3 clusters Score -291288.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -291304.000000 Penalty: 2618.750732
	Iteration 26Q: 3 clusters Score -291304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -291318.875000 Penalty: 2618.750732
	Iteration 27Q: 3 clusters Score -291318.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -291335.406250 Penalty: 2618.750732
	Iteration 28Q: 3 clusters Score -291335.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -291352.906250 Penalty: 2618.750732
	Iteration 29Q: 3 clusters Score -291352.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -291367.562500 Penalty: 2618.750732
	Iteration 30Q: 3 clusters Score -291367.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -291383.093750 Penalty: 2618.750732
	Iteration 31Q: 3 clusters Score -291383.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -291397.250000 Penalty: 2618.750732
	Iteration 32Q: 3 clusters Score -291397.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -291415.625000 Penalty: 2618.750732
	Iteration 33Q: 3 clusters Score -291415.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -291429.968750 Penalty: 2618.750732
	Iteration 34Q: 3 clusters Score -291430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -291448.156250 Penalty: 2618.750732
	Iteration 35Q: 3 clusters Score -291448.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -291464.531250 Penalty: 2618.750732
	Iteration 36Q: 3 clusters Score -291464.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -291482.843750 Penalty: 2618.750732
	Iteration 37Q: 3 clusters Score -291482.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -291494.718750 Penalty: 2618.750732
	Iteration 38Q: 3 clusters Score -291494.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -291514.468750 Penalty: 2618.750732
	Iteration 39Q: 3 clusters Score -291514.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -291528.375000 Penalty: 2618.750732
	Iteration 40F: 3 clusters Score -291528.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -291533.937500 Penalty: 2618.750732
	Iteration 41Q: 3 clusters Score -291533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -291538.750000 Penalty: 2618.750732
	Iteration 42Q: 3 clusters Score -291538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -291539.843750 Penalty: 2618.750732
	Iteration 43Q: 3 clusters Score -291539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -291541.312500 Penalty: 2618.750732
	Iteration 44Q: 3 clusters Score -291541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -291543.968750 Penalty: 2618.750732
	Iteration 45Q: 3 clusters Score -291544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -291543.843750 Penalty: 2618.750732
	Iteration 46Q: 3 clusters Score -291543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -291543.843750 Penalty: 2618.750732
	Iteration 47F: 3 clusters Score -291543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 24914 members 
Mstep: Class 3 contains 22178 members 
Mstep: Class 4 contains 61889 members 
Mstep: Class 5 contains 326396 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 10 contains 45187 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 18455 members 
Mstep: Class 20 contains 38037 members 
Mstep: Class 21 contains 3158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54533696.000000 Penalty: 28115.259766
Iteration 159Q: 14 clusters Score -5.45337e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 25072 members 
Mstep: Class 3 contains 22270 members 
Mstep: Class 4 contains 61843 members 
Mstep: Class 5 contains 326217 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 14579 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 10 contains 45193 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 18509 members 
Mstep: Class 20 contains 38020 members 
Mstep: Class 21 contains 3124 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 14 clusters Score -5.4534e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 24997 members 
Mstep: Class 3 contains 22377 members 
Mstep: Class 4 contains 61798 members 
Mstep: Class 5 contains 326089 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 7 contains 14587 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 10 contains 45191 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 18557 members 
Mstep: Class 20 contains 38007 members 
Mstep: Class 21 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 14 clusters Score -5.453423e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 24974 members 
Mstep: Class 3 contains 22485 members 
Mstep: Class 4 contains 61755 members 
Mstep: Class 5 contains 325971 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 10 contains 45178 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 20 contains 37995 members 
Mstep: Class 21 contains 3060 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 14 clusters Score -5.45344e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 24945 members 
Mstep: Class 3 contains 22580 members 
Mstep: Class 4 contains 61703 members 
Mstep: Class 5 contains 325902 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 14587 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 10 contains 45161 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 18660 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 14 clusters Score -5.453448e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 24922 members 
Mstep: Class 3 contains 22671 members 
Mstep: Class 4 contains 61662 members 
Mstep: Class 5 contains 325812 members 
Mstep: Class 6 contains 1047 members 
Mstep: Class 7 contains 14590 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 10 contains 45155 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 18707 members 
Mstep: Class 20 contains 37982 members 
Mstep: Class 21 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 14 clusters Score -5.453458e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 24902 members 
Mstep: Class 3 contains 22746 members 
Mstep: Class 4 contains 61623 members 
Mstep: Class 5 contains 325737 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 14591 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 10 contains 45151 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 18759 members 
Mstep: Class 20 contains 37980 members 
Mstep: Class 21 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 14 clusters Score -5.453467e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 24888 members 
Mstep: Class 3 contains 22820 members 
Mstep: Class 4 contains 61591 members 
Mstep: Class 5 contains 325682 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 14587 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 10 contains 45152 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 18790 members 
Mstep: Class 20 contains 37976 members 
Mstep: Class 21 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 14 clusters Score -5.453466e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 24879 members 
Mstep: Class 3 contains 22894 members 
Mstep: Class 4 contains 61556 members 
Mstep: Class 5 contains 325637 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 14590 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 10 contains 45150 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 20 contains 37969 members 
Mstep: Class 21 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 14 clusters Score -5.453478e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 24876 members 
Mstep: Class 3 contains 22954 members 
Mstep: Class 4 contains 61520 members 
Mstep: Class 5 contains 325613 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 14592 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 10 contains 45146 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 18848 members 
Mstep: Class 20 contains 37967 members 
Mstep: Class 21 contains 2912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54534720.000000 Penalty: 28115.259766
Iteration 168Q: 14 clusters Score -5.453472e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 24879 members 
Mstep: Class 3 contains 23005 members 
Mstep: Class 4 contains 61489 members 
Mstep: Class 5 contains 325600 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 14592 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 10 contains 45149 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 18875 members 
Mstep: Class 20 contains 37964 members 
Mstep: Class 21 contains 2868 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 14 clusters Score -5.453474e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 24881 members 
Mstep: Class 3 contains 23059 members 
Mstep: Class 4 contains 61453 members 
Mstep: Class 5 contains 325579 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 14594 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 10 contains 45143 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 18897 members 
Mstep: Class 20 contains 37960 members 
Mstep: Class 21 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54534812.000000 Penalty: 28115.259766
Iteration 170Q: 14 clusters Score -5.453481e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 24885 members 
Mstep: Class 3 contains 23110 members 
Mstep: Class 4 contains 61420 members 
Mstep: Class 5 contains 325559 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 10 contains 45143 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 18923 members 
Mstep: Class 20 contains 37958 members 
Mstep: Class 21 contains 2804 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 14 clusters Score -5.453486e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 24895 members 
Mstep: Class 3 contains 23155 members 
Mstep: Class 4 contains 61400 members 
Mstep: Class 5 contains 325527 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 14595 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 10 contains 45144 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 18956 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54534864.000000 Penalty: 28115.259766
Iteration 172Q: 14 clusters Score -5.453486e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 24896 members 
Mstep: Class 3 contains 23201 members 
Mstep: Class 4 contains 61380 members 
Mstep: Class 5 contains 325500 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 14594 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 10 contains 45143 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 18990 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 14 clusters Score -5.453486e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 24899 members 
Mstep: Class 3 contains 23243 members 
Mstep: Class 4 contains 61366 members 
Mstep: Class 5 contains 325465 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 10 contains 45141 members 
Mstep: Class 17 contains 2048 members 
Mstep: Class 18 contains 19018 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 14 clusters Score -5.453491e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 24902 members 
Mstep: Class 3 contains 23281 members 
Mstep: Class 4 contains 61354 members 
Mstep: Class 5 contains 325451 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 10 contains 45135 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 2667 members 
Entering Unmasked Estep 
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Iteration 175Q: 14 clusters Score -5.453499e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 24905 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 61343 members 
Mstep: Class 5 contains 325429 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 10 contains 45132 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 19053 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 2638 members 
Entering Unmasked Estep 
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Iteration 176Q: 14 clusters Score -5.453501e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 24914 members 
Mstep: Class 3 contains 23339 members 
Mstep: Class 4 contains 61333 members 
Mstep: Class 5 contains 325407 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 10 contains 45131 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 19067 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 2613 members 
Entering Unmasked Estep 
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Iteration 177Q: 14 clusters Score -5.453495e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 24916 members 
Mstep: Class 3 contains 23367 members 
Mstep: Class 4 contains 61327 members 
Mstep: Class 5 contains 325381 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 10 contains 45129 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 19085 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 2585 members 
Entering Unmasked Estep 
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Iteration 178Q: 14 clusters Score -5.453501e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 24923 members 
Mstep: Class 3 contains 23389 members 
Mstep: Class 4 contains 61314 members 
Mstep: Class 5 contains 325349 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 14591 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 10 contains 45131 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 19108 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 2569 members 
Entering Unmasked Estep 
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Iteration 179Q: 14 clusters Score -5.453498e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 24924 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 61307 members 
Mstep: Class 5 contains 325311 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 14591 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 10 contains 45129 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 19131 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 2551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 14 clusters Score -5.453501e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 24923 members 
Mstep: Class 3 contains 23437 members 
Mstep: Class 4 contains 61300 members 
Mstep: Class 5 contains 325294 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 10 contains 45122 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 19155 members 
Mstep: Class 20 contains 37942 members 
Mstep: Class 21 contains 2533 members 
Entering Unmasked Estep 
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Iteration 181Q: 14 clusters Score -5.453506e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 24918 members 
Mstep: Class 3 contains 23457 members 
Mstep: Class 4 contains 61293 members 
Mstep: Class 5 contains 325280 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 10 contains 45115 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 19176 members 
Mstep: Class 20 contains 37938 members 
Mstep: Class 21 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 14 clusters Score -5.453513e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 24918 members 
Mstep: Class 3 contains 23481 members 
Mstep: Class 4 contains 61283 members 
Mstep: Class 5 contains 325263 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 10 contains 45111 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 19194 members 
Mstep: Class 20 contains 37934 members 
Mstep: Class 21 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535164.000000 Penalty: 28115.259766
Iteration 183Q: 14 clusters Score -5.453516e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 24916 members 
Mstep: Class 3 contains 23498 members 
Mstep: Class 4 contains 61278 members 
Mstep: Class 5 contains 325262 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 10 contains 45103 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 19210 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 2477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535212.000000 Penalty: 28115.259766
Iteration 184Q: 14 clusters Score -5.453521e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 24916 members 
Mstep: Class 3 contains 23515 members 
Mstep: Class 4 contains 61262 members 
Mstep: Class 5 contains 325263 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 14591 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 10 contains 45105 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 19223 members 
Mstep: Class 20 contains 37924 members 
Mstep: Class 21 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535192.000000 Penalty: 28115.259766
Iteration 185Q: 14 clusters Score -5.453519e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 24915 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 61251 members 
Mstep: Class 5 contains 325253 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 10 contains 45107 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 19230 members 
Mstep: Class 20 contains 37922 members 
Mstep: Class 21 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535196.000000 Penalty: 28115.259766
Iteration 186Q: 14 clusters Score -5.45352e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 24914 members 
Mstep: Class 3 contains 23571 members 
Mstep: Class 4 contains 61242 members 
Mstep: Class 5 contains 325250 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45102 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 19242 members 
Mstep: Class 20 contains 37918 members 
Mstep: Class 21 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535292.000000 Penalty: 28115.259766
Iteration 187Q: 14 clusters Score -5.453529e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 24918 members 
Mstep: Class 3 contains 23599 members 
Mstep: Class 4 contains 61234 members 
Mstep: Class 5 contains 325231 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45103 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 19252 members 
Mstep: Class 20 contains 37914 members 
Mstep: Class 21 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535348.000000 Penalty: 28115.259766
Iteration 188Q: 14 clusters Score -5.453535e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 24920 members 
Mstep: Class 3 contains 23627 members 
Mstep: Class 4 contains 61229 members 
Mstep: Class 5 contains 325206 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45101 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 20 contains 37909 members 
Mstep: Class 21 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535368.000000 Penalty: 28115.259766
Iteration 189Q: 14 clusters Score -5.453537e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 24917 members 
Mstep: Class 3 contains 23657 members 
Mstep: Class 4 contains 61223 members 
Mstep: Class 5 contains 325181 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45099 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 19275 members 
Mstep: Class 20 contains 37905 members 
Mstep: Class 21 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535376.000000 Penalty: 28115.259766
Iteration 190Q: 14 clusters Score -5.453538e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 24918 members 
Mstep: Class 3 contains 23680 members 
Mstep: Class 4 contains 61213 members 
Mstep: Class 5 contains 325164 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45098 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 20 contains 37900 members 
Mstep: Class 21 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535380.000000 Penalty: 28115.259766
Iteration 191Q: 14 clusters Score -5.453538e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 24920 members 
Mstep: Class 3 contains 23702 members 
Mstep: Class 4 contains 61205 members 
Mstep: Class 5 contains 325141 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45102 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 19295 members 
Mstep: Class 20 contains 37898 members 
Mstep: Class 21 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535352.000000 Penalty: 28115.259766
Iteration 192Q: 14 clusters Score -5.453535e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 24921 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 61196 members 
Mstep: Class 5 contains 325125 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45098 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 19304 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535404.000000 Penalty: 28115.259766
Iteration 193Q: 14 clusters Score -5.45354e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 24923 members 
Mstep: Class 3 contains 23746 members 
Mstep: Class 4 contains 61185 members 
Mstep: Class 5 contains 325106 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45101 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 19312 members 
Mstep: Class 20 contains 37895 members 
Mstep: Class 21 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535432.000000 Penalty: 28115.259766
Iteration 194Q: 14 clusters Score -5.453543e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 24923 members 
Mstep: Class 3 contains 23766 members 
Mstep: Class 4 contains 61173 members 
Mstep: Class 5 contains 325093 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45103 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 19324 members 
Mstep: Class 20 contains 37892 members 
Mstep: Class 21 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535500.000000 Penalty: 28115.259766
Iteration 195Q: 14 clusters Score -5.45355e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 24926 members 
Mstep: Class 3 contains 23785 members 
Mstep: Class 4 contains 61154 members 
Mstep: Class 5 contains 325079 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14599 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45104 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 19342 members 
Mstep: Class 20 contains 37889 members 
Mstep: Class 21 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535476.000000 Penalty: 28115.259766
Iteration 196Q: 14 clusters Score -5.453548e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 24926 members 
Mstep: Class 3 contains 23799 members 
Mstep: Class 4 contains 61138 members 
Mstep: Class 5 contains 325070 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14599 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45102 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 19355 members 
Mstep: Class 20 contains 37888 members 
Mstep: Class 21 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535496.000000 Penalty: 28115.259766
Iteration 197Q: 14 clusters Score -5.45355e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 24925 members 
Mstep: Class 3 contains 23821 members 
Mstep: Class 4 contains 61124 members 
Mstep: Class 5 contains 325060 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 14599 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45101 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 19366 members 
Mstep: Class 20 contains 37887 members 
Mstep: Class 21 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535536.000000 Penalty: 28115.259766
Iteration 198Q: 14 clusters Score -5.453554e+07 nChanged 98
Entering ConstructFrom: 
Score: -54535536.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (40844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Entering Unmasked Estep 
Score: -3815406.000000 Penalty: 1725.346313
	Iteration 0F: 2 clusters Score -3815406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3788121.500000 Penalty: 3450.692627
	Iteration 0F: 3 clusters Score -3788122 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3798523.000000 Penalty: 3450.692627
	Iteration 1F: 3 clusters Score -3798523 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3799060.750000 Penalty: 3450.692627
	Iteration 2Q: 3 clusters Score -3799061 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3799763.500000 Penalty: 3450.692627
	Iteration 3Q: 3 clusters Score -3799764 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3800801.750000 Penalty: 3450.692627
	Iteration 4F: 3 clusters Score -3800802 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3802334.250000 Penalty: 3450.692627
	Iteration 5F: 3 clusters Score -3802334 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3804652.250000 Penalty: 3450.692627
	Iteration 6F: 3 clusters Score -3804652 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3807521.250000 Penalty: 3450.692627
	Iteration 7F: 3 clusters Score -3807521 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3810195.000000 Penalty: 3450.692627
	Iteration 8F: 3 clusters Score -3810195 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3812234.250000 Penalty: 3450.692627
	Iteration 9Q: 3 clusters Score -3812234 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3813356.500000 Penalty: 3450.692627
	Iteration 10Q: 3 clusters Score -3813356 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3813798.500000 Penalty: 3450.692627
	Iteration 11Q: 3 clusters Score -3813798 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3814018.000000 Penalty: 3450.692627
	Iteration 12Q: 3 clusters Score -3814018 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3814172.250000 Penalty: 3450.692627
	Iteration 13Q: 3 clusters Score -3814172 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3814295.750000 Penalty: 3450.692627
	Iteration 14Q: 3 clusters Score -3814296 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3814391.250000 Penalty: 3450.692627
	Iteration 15Q: 3 clusters Score -3814391 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3814482.000000 Penalty: 3450.692627
	Iteration 16Q: 3 clusters Score -3814482 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3814549.000000 Penalty: 3450.692627
	Iteration 17Q: 3 clusters Score -3814549 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3814612.000000 Penalty: 3450.692627
	Iteration 18Q: 3 clusters Score -3814612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3814641.500000 Penalty: 3450.692627
	Iteration 19Q: 3 clusters Score -3814642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3814675.000000 Penalty: 3450.692627
	Iteration 20F: 3 clusters Score -3814675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3814705.500000 Penalty: 3450.692627
	Iteration 21Q: 3 clusters Score -3814706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3814724.000000 Penalty: 3450.692627
	Iteration 22Q: 3 clusters Score -3814724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3814731.000000 Penalty: 3450.692627
	Iteration 23Q: 3 clusters Score -3814731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3814743.750000 Penalty: 3450.692627
	Iteration 24Q: 3 clusters Score -3814744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3814743.250000 Penalty: 3450.692627
	Iteration 25Q: 3 clusters Score -3814743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3814748.500000 Penalty: 3450.692627
	Iteration 26Q: 3 clusters Score -3814748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3814754.000000 Penalty: 3450.692627
	Iteration 27Q: 3 clusters Score -3814754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3814754.500000 Penalty: 3450.692627
	Iteration 28Q: 3 clusters Score -3814754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3814752.000000 Penalty: 3450.692627
	Iteration 29Q: 3 clusters Score -3814752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3814751.750000 Penalty: 3450.692627
	Iteration 30Q: 3 clusters Score -3814752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3814753.500000 Penalty: 3450.692627
	Iteration 31Q: 3 clusters Score -3814754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3814753.500000 Penalty: 3450.692627
	Iteration 32Q: 3 clusters Score -3814754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3814753.500000 Penalty: 3450.692627
	Iteration 33F: 3 clusters Score -3814754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Entering Unmasked Estep 
Score: -2241296.250000 Penalty: 1645.089355
	Iteration 0F: 2 clusters Score -2241296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2224410.000000 Penalty: 3290.178711
	Iteration 0F: 3 clusters Score -2224410 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2230603.500000 Penalty: 3290.178711
	Iteration 1F: 3 clusters Score -2230604 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2230981.000000 Penalty: 3290.178711
	Iteration 2Q: 3 clusters Score -2230981 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2231344.500000 Penalty: 3290.178711
	Iteration 3Q: 3 clusters Score -2231344 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2231816.250000 Penalty: 3290.178711
	Iteration 4Q: 3 clusters Score -2231816 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2232517.500000 Penalty: 3290.178711
	Iteration 5F: 3 clusters Score -2232518 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2233608.500000 Penalty: 3290.178711
	Iteration 6F: 3 clusters Score -2233608 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2235112.250000 Penalty: 3290.178711
	Iteration 7F: 3 clusters Score -2235112 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2236859.250000 Penalty: 3290.178711
	Iteration 8F: 3 clusters Score -2236859 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2238312.000000 Penalty: 3290.178711
	Iteration 9F: 3 clusters Score -2238312 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2239154.000000 Penalty: 3290.178711
	Iteration 10Q: 3 clusters Score -2239154 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2239508.750000 Penalty: 3290.178711
	Iteration 11Q: 3 clusters Score -2239509 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2239675.750000 Penalty: 3290.178711
	Iteration 12Q: 3 clusters Score -2239676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2239744.250000 Penalty: 3290.178711
	Iteration 13Q: 3 clusters Score -2239744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2239780.250000 Penalty: 3290.178711
	Iteration 14Q: 3 clusters Score -2239780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2239799.000000 Penalty: 3290.178711
	Iteration 15Q: 3 clusters Score -2239799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2239808.000000 Penalty: 3290.178711
	Iteration 16Q: 3 clusters Score -2239808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2239814.000000 Penalty: 3290.178711
	Iteration 17Q: 3 clusters Score -2239814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2239816.500000 Penalty: 3290.178711
	Iteration 18Q: 3 clusters Score -2239816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2239818.250000 Penalty: 3290.178711
	Iteration 19Q: 3 clusters Score -2239818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2239818.250000 Penalty: 3290.178711
	Iteration 20F: 3 clusters Score -2239818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Entering Unmasked Estep 
Score: -2246054.000000 Penalty: 1637.836670
	Iteration 0F: 2 clusters Score -2246054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2229872.000000 Penalty: 3275.673340
	Iteration 0F: 3 clusters Score -2229872 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2235822.500000 Penalty: 3275.673340
	Iteration 1F: 3 clusters Score -2235822 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2236163.250000 Penalty: 3275.673340
	Iteration 2Q: 3 clusters Score -2236163 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2236502.250000 Penalty: 3275.673340
	Iteration 3Q: 3 clusters Score -2236502 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2236923.000000 Penalty: 3275.673340
	Iteration 4Q: 3 clusters Score -2236923 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2237456.000000 Penalty: 3275.673340
	Iteration 5Q: 3 clusters Score -2237456 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2238236.750000 Penalty: 3275.673340
	Iteration 6F: 3 clusters Score -2238237 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2239366.750000 Penalty: 3275.673340
	Iteration 7F: 3 clusters Score -2239367 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2240894.250000 Penalty: 3275.673340
	Iteration 8F: 3 clusters Score -2240894 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2242368.750000 Penalty: 3275.673340
	Iteration 9F: 3 clusters Score -2242369 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2243442.500000 Penalty: 3275.673340
	Iteration 10Q: 3 clusters Score -2243442 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2243991.250000 Penalty: 3275.673340
	Iteration 11Q: 3 clusters Score -2243991 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2244300.500000 Penalty: 3275.673340
	Iteration 12Q: 3 clusters Score -2244300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2244452.000000 Penalty: 3275.673340
	Iteration 13Q: 3 clusters Score -2244452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2244534.250000 Penalty: 3275.673340
	Iteration 14Q: 3 clusters Score -2244534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2244590.000000 Penalty: 3275.673340
	Iteration 15Q: 3 clusters Score -2244590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2244613.500000 Penalty: 3275.673340
	Iteration 16Q: 3 clusters Score -2244614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2244646.000000 Penalty: 3275.673340
	Iteration 17Q: 3 clusters Score -2244646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2244661.750000 Penalty: 3275.673340
	Iteration 18Q: 3 clusters Score -2244662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2244673.000000 Penalty: 3275.673340
	Iteration 19Q: 3 clusters Score -2244673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2244676.000000 Penalty: 3275.673340
	Iteration 20F: 3 clusters Score -2244676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2244677.000000 Penalty: 3275.673340
	Iteration 21Q: 3 clusters Score -2244677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2244675.750000 Penalty: 3275.673340
	Iteration 22Q: 3 clusters Score -2244676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2244681.500000 Penalty: 3275.673340
	Iteration 23Q: 3 clusters Score -2244682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2244688.500000 Penalty: 3275.673340
	Iteration 24Q: 3 clusters Score -2244688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2244695.000000 Penalty: 3275.673340
	Iteration 25Q: 3 clusters Score -2244695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2244697.500000 Penalty: 3275.673340
	Iteration 26Q: 3 clusters Score -2244698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2244698.000000 Penalty: 3275.673340
	Iteration 27Q: 3 clusters Score -2244698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2244698.000000 Penalty: 3275.673340
	Iteration 28F: 3 clusters Score -2244698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Entering Unmasked Estep 
Score: -5712848.000000 Penalty: 1790.796143
	Iteration 0F: 2 clusters Score -5712848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -5672067.000000 Penalty: 3581.592285
	Iteration 0F: 3 clusters Score -5672067 nChanged 28866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -5688348.500000 Penalty: 3581.592285
	Iteration 1F: 3 clusters Score -5688348 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -5688932.500000 Penalty: 3581.592285
	Iteration 2Q: 3 clusters Score -5688932 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5689779.000000 Penalty: 3581.592285
	Iteration 3Q: 3 clusters Score -5689779 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -5691124.000000 Penalty: 3581.592285
	Iteration 4Q: 3 clusters Score -5691124 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -5693430.000000 Penalty: 3581.592285
	Iteration 5F: 3 clusters Score -5693430 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -5697087.000000 Penalty: 3581.592285
	Iteration 6F: 3 clusters Score -5697087 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -5701560.000000 Penalty: 3581.592285
	Iteration 7F: 3 clusters Score -5701560 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -5705898.500000 Penalty: 3581.592285
	Iteration 8F: 3 clusters Score -5705898 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5708657.500000 Penalty: 3581.592285
	Iteration 9Q: 3 clusters Score -5708658 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5710058.000000 Penalty: 3581.592285
	Iteration 10Q: 3 clusters Score -5710058 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5710652.000000 Penalty: 3581.592285
	Iteration 11Q: 3 clusters Score -5710652 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5711012.500000 Penalty: 3581.592285
	Iteration 12Q: 3 clusters Score -5711012 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5711185.000000 Penalty: 3581.592285
	Iteration 13Q: 3 clusters Score -5711185 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5711288.000000 Penalty: 3581.592285
	Iteration 14Q: 3 clusters Score -5711288 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5711350.000000 Penalty: 3581.592285
	Iteration 15Q: 3 clusters Score -5711350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5711373.000000 Penalty: 3581.592285
	Iteration 16Q: 3 clusters Score -5711373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5711402.500000 Penalty: 3581.592285
	Iteration 17Q: 3 clusters Score -5711402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5711418.000000 Penalty: 3581.592285
	Iteration 18Q: 3 clusters Score -5711418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5711432.000000 Penalty: 3581.592285
	Iteration 19Q: 3 clusters Score -5711432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5711446.000000 Penalty: 3581.592285
	Iteration 20F: 3 clusters Score -5711446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5711449.500000 Penalty: 3581.592285
	Iteration 21Q: 3 clusters Score -5711450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5711464.500000 Penalty: 3581.592285
	Iteration 22Q: 3 clusters Score -5711464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5711484.500000 Penalty: 3581.592285
	Iteration 23Q: 3 clusters Score -5711484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5711486.500000 Penalty: 3581.592285
	Iteration 24Q: 3 clusters Score -5711486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5711491.000000 Penalty: 3581.592285
	Iteration 25Q: 3 clusters Score -5711491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5711503.000000 Penalty: 3581.592285
	Iteration 26Q: 3 clusters Score -5711503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5711509.000000 Penalty: 3581.592285
	Iteration 27Q: 3 clusters Score -5711509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5711510.000000 Penalty: 3581.592285
	Iteration 28Q: 3 clusters Score -5711510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5711515.000000 Penalty: 3581.592285
	Iteration 29Q: 3 clusters Score -5711515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5711510.500000 Penalty: 3581.592285
	Iteration 30Q: 3 clusters Score -5711510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5711507.500000 Penalty: 3581.592285
	Iteration 31Q: 3 clusters Score -5711508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5711514.000000 Penalty: 3581.592285
	Iteration 32Q: 3 clusters Score -5711514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5711519.000000 Penalty: 3581.592285
	Iteration 33Q: 3 clusters Score -5711519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5711523.000000 Penalty: 3581.592285
	Iteration 34Q: 3 clusters Score -5711523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5711523.500000 Penalty: 3581.592285
	Iteration 35Q: 3 clusters Score -5711524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5711523.500000 Penalty: 3581.592285
	Iteration 36F: 3 clusters Score -5711524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (325062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325062 members 
Entering Unmasked Estep 
Score: -29708138.000000 Penalty: 2062.412842
	Iteration 0F: 2 clusters Score -2.970814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162451 members 
Mstep: Class 2 contains 162611 members 
Entering Unmasked Estep 
Score: -29499838.000000 Penalty: 4124.825684
	Iteration 0F: 3 clusters Score -2.949984e+07 nChanged 158491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -29594206.000000 Penalty: 4124.825684
	Iteration 1F: 3 clusters Score -2.959421e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156638 members 
Mstep: Class 2 contains 168424 members 
Entering Unmasked Estep 
Score: -29595154.000000 Penalty: 4124.825684
	Iteration 2Q: 3 clusters Score -2.959515e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -29596432.000000 Penalty: 4124.825684
	Iteration 3Q: 3 clusters Score -2.959643e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147630 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -29598098.000000 Penalty: 4124.825684
	Iteration 4Q: 3 clusters Score -2.95981e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139374 members 
Mstep: Class 2 contains 185688 members 
Entering Unmasked Estep 
Score: -29601384.000000 Penalty: 4124.825684
	Iteration 5Q: 3 clusters Score -2.960138e+07 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 197911 members 
Entering Unmasked Estep 
Score: -29607740.000000 Penalty: 4124.825684
	Iteration 6Q: 3 clusters Score -2.960774e+07 nChanged 18929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109742 members 
Mstep: Class 2 contains 215320 members 
Entering Unmasked Estep 
Score: -29618522.000000 Penalty: 4124.825684
	Iteration 7F: 3 clusters Score -2.961852e+07 nChanged 23490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 237694 members 
Entering Unmasked Estep 
Score: -29636014.000000 Penalty: 4124.825684
	Iteration 8F: 3 clusters Score -2.963601e+07 nChanged 24984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 261952 members 
Entering Unmasked Estep 
Score: -29658114.000000 Penalty: 4124.825684
	Iteration 9F: 3 clusters Score -2.965811e+07 nChanged 21095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 282531 members 
Entering Unmasked Estep 
Score: -29679050.000000 Penalty: 4124.825684
	Iteration 10F: 3 clusters Score -2.967905e+07 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 296243 members 
Entering Unmasked Estep 
Score: -29692900.000000 Penalty: 4124.825684
	Iteration 11Q: 3 clusters Score -2.96929e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 305585 members 
Entering Unmasked Estep 
Score: -29699634.000000 Penalty: 4124.825684
	Iteration 12Q: 3 clusters Score -2.969963e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 312638 members 
Entering Unmasked Estep 
Score: -29703148.000000 Penalty: 4124.825684
	Iteration 13Q: 3 clusters Score -2.970315e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 317655 members 
Entering Unmasked Estep 
Score: -29704934.000000 Penalty: 4124.825684
	Iteration 14Q: 3 clusters Score -2.970493e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 320918 members 
Entering Unmasked Estep 
Score: -29705750.000000 Penalty: 4124.825684
	Iteration 15Q: 3 clusters Score -2.970575e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 322817 members 
Entering Unmasked Estep 
Score: -29706180.000000 Penalty: 4124.825684
	Iteration 16Q: 3 clusters Score -2.970618e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 323806 members 
Entering Unmasked Estep 
Score: -29706378.000000 Penalty: 4124.825684
	Iteration 17Q: 3 clusters Score -2.970638e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 324287 members 
Entering Unmasked Estep 
Score: -29706396.000000 Penalty: 4124.825684
	Iteration 18Q: 3 clusters Score -2.97064e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 324504 members 
Entering Unmasked Estep 
Score: -29706432.000000 Penalty: 4124.825684
	Iteration 19Q: 3 clusters Score -2.970643e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 324598 members 
Entering Unmasked Estep 
Score: -29706446.000000 Penalty: 4124.825684
	Iteration 20F: 3 clusters Score -2.970645e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 324646 members 
Entering Unmasked Estep 
Score: -29706456.000000 Penalty: 4124.825684
	Iteration 21Q: 3 clusters Score -2.970646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 324674 members 
Entering Unmasked Estep 
Score: -29706440.000000 Penalty: 4124.825684
	Iteration 22Q: 3 clusters Score -2.970644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324703 members 
Entering Unmasked Estep 
Score: -29706444.000000 Penalty: 4124.825684
	Iteration 23Q: 3 clusters Score -2.970644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 324711 members 
Entering Unmasked Estep 
Score: -29706454.000000 Penalty: 4124.825684
	Iteration 24Q: 3 clusters Score -2.970645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 324720 members 
Entering Unmasked Estep 
Score: -29706460.000000 Penalty: 4124.825684
	Iteration 25Q: 3 clusters Score -2.970646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324727 members 
Entering Unmasked Estep 
Score: -29706470.000000 Penalty: 4124.825684
	Iteration 26Q: 3 clusters Score -2.970647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 324738 members 
Entering Unmasked Estep 
Score: -29706490.000000 Penalty: 4124.825684
	Iteration 27Q: 3 clusters Score -2.970649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 324742 members 
Entering Unmasked Estep 
Score: -29706498.000000 Penalty: 4124.825684
	Iteration 28Q: 3 clusters Score -2.97065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324743 members 
Entering Unmasked Estep 
Score: -29706494.000000 Penalty: 4124.825684
	Iteration 29Q: 3 clusters Score -2.970649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 324748 members 
Entering Unmasked Estep 
Score: -29706504.000000 Penalty: 4124.825684
	Iteration 30Q: 3 clusters Score -2.97065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 324753 members 
Entering Unmasked Estep 
Score: -29706498.000000 Penalty: 4124.825684
	Iteration 31Q: 3 clusters Score -2.97065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 324758 members 
Entering Unmasked Estep 
Score: -29706492.000000 Penalty: 4124.825684
	Iteration 32Q: 3 clusters Score -2.970649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 324761 members 
Entering Unmasked Estep 
Score: -29706508.000000 Penalty: 4124.825684
	Iteration 33Q: 3 clusters Score -2.970651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 324765 members 
Entering Unmasked Estep 
Score: -29706512.000000 Penalty: 4124.825684
	Iteration 34Q: 3 clusters Score -2.970651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 324767 members 
Entering Unmasked Estep 
Score: -29706512.000000 Penalty: 4124.825684
	Iteration 35Q: 3 clusters Score -2.970651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 324767 members 
Entering Unmasked Estep 
Score: -29706512.000000 Penalty: 4124.825684
	Iteration 36F: 3 clusters Score -2.970651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -85865.992188 Penalty: 1132.743652
	Iteration 0F: 2 clusters Score -85865.99 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 547 members 
Entering Unmasked Estep 
Score: -84471.484375 Penalty: 2265.487305
	Iteration 0F: 3 clusters Score -84471.48 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -84787.046875 Penalty: 2265.487305
	Iteration 1F: 3 clusters Score -84787.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -84885.343750 Penalty: 2265.487305
	Iteration 2F: 3 clusters Score -84885.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84937.453125 Penalty: 2265.487305
	Iteration 3Q: 3 clusters Score -84937.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84964.835938 Penalty: 2265.487305
	Iteration 4Q: 3 clusters Score -84964.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84979.640625 Penalty: 2265.487305
	Iteration 5Q: 3 clusters Score -84979.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -84990.273438 Penalty: 2265.487305
	Iteration 6Q: 3 clusters Score -84990.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85001.625000 Penalty: 2265.487305
	Iteration 7Q: 3 clusters Score -85001.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85009.750000 Penalty: 2265.487305
	Iteration 8Q: 3 clusters Score -85009.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85015.296875 Penalty: 2265.487305
	Iteration 9Q: 3 clusters Score -85015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85016.593750 Penalty: 2265.487305
	Iteration 10Q: 3 clusters Score -85016.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85018.335938 Penalty: 2265.487305
	Iteration 11Q: 3 clusters Score -85018.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85020.835938 Penalty: 2265.487305
	Iteration 12Q: 3 clusters Score -85020.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85022.179688 Penalty: 2265.487305
	Iteration 13Q: 3 clusters Score -85022.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85023.015625 Penalty: 2265.487305
	Iteration 14Q: 3 clusters Score -85023.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85024.179688 Penalty: 2265.487305
	Iteration 15Q: 3 clusters Score -85024.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85024.656250 Penalty: 2265.487305
	Iteration 16Q: 3 clusters Score -85024.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85024.656250 Penalty: 2265.487305
	Iteration 17F: 3 clusters Score -85024.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Entering Unmasked Estep 
Score: -1382481.000000 Penalty: 1558.165039
	Iteration 0F: 2 clusters Score -1382481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1372403.500000 Penalty: 3116.330078
	Iteration 0F: 3 clusters Score -1372404 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1375782.750000 Penalty: 3116.330078
	Iteration 1F: 3 clusters Score -1375783 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1376029.875000 Penalty: 3116.330078
	Iteration 2F: 3 clusters Score -1376030 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1376239.125000 Penalty: 3116.330078
	Iteration 3Q: 3 clusters Score -1376239 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1376421.750000 Penalty: 3116.330078
	Iteration 4Q: 3 clusters Score -1376422 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1376587.250000 Penalty: 3116.330078
	Iteration 5Q: 3 clusters Score -1376587 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1376741.125000 Penalty: 3116.330078
	Iteration 6Q: 3 clusters Score -1376741 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1376888.500000 Penalty: 3116.330078
	Iteration 7Q: 3 clusters Score -1376888 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1377065.875000 Penalty: 3116.330078
	Iteration 8Q: 3 clusters Score -1377066 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1377281.250000 Penalty: 3116.330078
	Iteration 9Q: 3 clusters Score -1377281 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1377534.500000 Penalty: 3116.330078
	Iteration 10Q: 3 clusters Score -1377534 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1377826.750000 Penalty: 3116.330078
	Iteration 11Q: 3 clusters Score -1377827 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1378172.875000 Penalty: 3116.330078
	Iteration 12Q: 3 clusters Score -1378173 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1378554.125000 Penalty: 3116.330078
	Iteration 13Q: 3 clusters Score -1378554 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1378946.625000 Penalty: 3116.330078
	Iteration 14Q: 3 clusters Score -1378947 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1379350.875000 Penalty: 3116.330078
	Iteration 15Q: 3 clusters Score -1379351 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1379707.875000 Penalty: 3116.330078
	Iteration 16Q: 3 clusters Score -1379708 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1380003.125000 Penalty: 3116.330078
	Iteration 17Q: 3 clusters Score -1380003 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1380231.250000 Penalty: 3116.330078
	Iteration 18Q: 3 clusters Score -1380231 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1380403.875000 Penalty: 3116.330078
	Iteration 19Q: 3 clusters Score -1380404 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1380551.625000 Penalty: 3116.330078
	Iteration 20F: 3 clusters Score -1380552 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1380655.875000 Penalty: 3116.330078
	Iteration 21Q: 3 clusters Score -1380656 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1380745.375000 Penalty: 3116.330078
	Iteration 22Q: 3 clusters Score -1380745 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1380825.750000 Penalty: 3116.330078
	Iteration 23Q: 3 clusters Score -1380826 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1380903.750000 Penalty: 3116.330078
	Iteration 24Q: 3 clusters Score -1380904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1380975.000000 Penalty: 3116.330078
	Iteration 25Q: 3 clusters Score -1380975 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1381032.750000 Penalty: 3116.330078
	Iteration 26Q: 3 clusters Score -1381033 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1381076.375000 Penalty: 3116.330078
	Iteration 27Q: 3 clusters Score -1381076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1381122.000000 Penalty: 3116.330078
	Iteration 28Q: 3 clusters Score -1381122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1381151.375000 Penalty: 3116.330078
	Iteration 29Q: 3 clusters Score -1381151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1381178.125000 Penalty: 3116.330078
	Iteration 30Q: 3 clusters Score -1381178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1381202.875000 Penalty: 3116.330078
	Iteration 31Q: 3 clusters Score -1381203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1381223.625000 Penalty: 3116.330078
	Iteration 32Q: 3 clusters Score -1381224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1381243.000000 Penalty: 3116.330078
	Iteration 33Q: 3 clusters Score -1381243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1381254.750000 Penalty: 3116.330078
	Iteration 34Q: 3 clusters Score -1381255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1381263.000000 Penalty: 3116.330078
	Iteration 35Q: 3 clusters Score -1381263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1381275.625000 Penalty: 3116.330078
	Iteration 36Q: 3 clusters Score -1381276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1381283.625000 Penalty: 3116.330078
	Iteration 37Q: 3 clusters Score -1381284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1381293.125000 Penalty: 3116.330078
	Iteration 38Q: 3 clusters Score -1381293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1381295.875000 Penalty: 3116.330078
	Iteration 39Q: 3 clusters Score -1381296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1381302.625000 Penalty: 3116.330078
	Iteration 40F: 3 clusters Score -1381303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1381307.125000 Penalty: 3116.330078
	Iteration 41Q: 3 clusters Score -1381307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1381312.625000 Penalty: 3116.330078
	Iteration 42Q: 3 clusters Score -1381313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1381318.375000 Penalty: 3116.330078
	Iteration 43Q: 3 clusters Score -1381318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1381319.500000 Penalty: 3116.330078
	Iteration 44Q: 3 clusters Score -1381320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1381322.625000 Penalty: 3116.330078
	Iteration 45Q: 3 clusters Score -1381323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1381323.250000 Penalty: 3116.330078
	Iteration 46Q: 3 clusters Score -1381323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1381326.875000 Penalty: 3116.330078
	Iteration 47Q: 3 clusters Score -1381327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1381327.500000 Penalty: 3116.330078
	Iteration 48Q: 3 clusters Score -1381328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1381327.500000 Penalty: 3116.330078
	Iteration 49F: 3 clusters Score -1381328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -388258.812500 Penalty: 1366.561279
	Iteration 0F: 2 clusters Score -388258.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -384634.562500 Penalty: 2733.122559
	Iteration 0F: 3 clusters Score -384634.6 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -385768.281250 Penalty: 2733.122559
	Iteration 1F: 3 clusters Score -385768.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -386269.750000 Penalty: 2733.122559
	Iteration 2F: 3 clusters Score -386269.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -386778.593750 Penalty: 2733.122559
	Iteration 3F: 3 clusters Score -386778.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -387209.468750 Penalty: 2733.122559
	Iteration 4F: 3 clusters Score -387209.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -387523.281250 Penalty: 2733.122559
	Iteration 5F: 3 clusters Score -387523.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -387728.625000 Penalty: 2733.122559
	Iteration 6F: 3 clusters Score -387728.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -387838.250000 Penalty: 2733.122559
	Iteration 7Q: 3 clusters Score -387838.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -387885.125000 Penalty: 2733.122559
	Iteration 8Q: 3 clusters Score -387885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -387906.218750 Penalty: 2733.122559
	Iteration 9Q: 3 clusters Score -387906.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -387918.750000 Penalty: 2733.122559
	Iteration 10Q: 3 clusters Score -387918.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -387925.937500 Penalty: 2733.122559
	Iteration 11Q: 3 clusters Score -387925.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -387930.656250 Penalty: 2733.122559
	Iteration 12Q: 3 clusters Score -387930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -387933.218750 Penalty: 2733.122559
	Iteration 13Q: 3 clusters Score -387933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -387935.937500 Penalty: 2733.122559
	Iteration 14Q: 3 clusters Score -387935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -387936.406250 Penalty: 2733.122559
	Iteration 15Q: 3 clusters Score -387936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -387937.375000 Penalty: 2733.122559
	Iteration 16Q: 3 clusters Score -387937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -387937.812500 Penalty: 2733.122559
	Iteration 17Q: 3 clusters Score -387937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -387938.093750 Penalty: 2733.122559
	Iteration 18Q: 3 clusters Score -387938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -387938.031250 Penalty: 2733.122559
	Iteration 19Q: 3 clusters Score -387938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -387938.031250 Penalty: 2733.122559
	Iteration 20F: 3 clusters Score -387938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Entering Unmasked Estep 
Score: -4207548.000000 Penalty: 1741.453613
	Iteration 0F: 2 clusters Score -4207548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4177365.500000 Penalty: 3482.907227
	Iteration 0F: 3 clusters Score -4177366 nChanged 21002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4189071.750000 Penalty: 3482.907227
	Iteration 1F: 3 clusters Score -4189072 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -4189829.500000 Penalty: 3482.907227
	Iteration 2Q: 3 clusters Score -4189830 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -4190857.250000 Penalty: 3482.907227
	Iteration 3Q: 3 clusters Score -4190857 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4192199.750000 Penalty: 3482.907227
	Iteration 4F: 3 clusters Score -4192200 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -4193734.250000 Penalty: 3482.907227
	Iteration 5F: 3 clusters Score -4193734 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4195716.000000 Penalty: 3482.907227
	Iteration 6F: 3 clusters Score -4195716 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -4198064.500000 Penalty: 3482.907227
	Iteration 7F: 3 clusters Score -4198064 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -4200331.000000 Penalty: 3482.907227
	Iteration 8F: 3 clusters Score -4200331 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4201794.000000 Penalty: 3482.907227
	Iteration 9F: 3 clusters Score -4201794 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4202495.500000 Penalty: 3482.907227
	Iteration 10Q: 3 clusters Score -4202496 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -4202934.000000 Penalty: 3482.907227
	Iteration 11Q: 3 clusters Score -4202934 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4203252.500000 Penalty: 3482.907227
	Iteration 12Q: 3 clusters Score -4203252 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4203542.000000 Penalty: 3482.907227
	Iteration 13Q: 3 clusters Score -4203542 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -4203778.500000 Penalty: 3482.907227
	Iteration 14Q: 3 clusters Score -4203778 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4203990.000000 Penalty: 3482.907227
	Iteration 15Q: 3 clusters Score -4203990 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4204191.500000 Penalty: 3482.907227
	Iteration 16Q: 3 clusters Score -4204192 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -4204361.000000 Penalty: 3482.907227
	Iteration 17Q: 3 clusters Score -4204361 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4204485.500000 Penalty: 3482.907227
	Iteration 18Q: 3 clusters Score -4204486 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4204590.500000 Penalty: 3482.907227
	Iteration 19Q: 3 clusters Score -4204590 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4204680.000000 Penalty: 3482.907227
	Iteration 20F: 3 clusters Score -4204680 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4204756.000000 Penalty: 3482.907227
	Iteration 21Q: 3 clusters Score -4204756 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4204841.500000 Penalty: 3482.907227
	Iteration 22Q: 3 clusters Score -4204842 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4204921.500000 Penalty: 3482.907227
	Iteration 23Q: 3 clusters Score -4204922 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4204959.500000 Penalty: 3482.907227
	Iteration 24Q: 3 clusters Score -4204960 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4205027.500000 Penalty: 3482.907227
	Iteration 25Q: 3 clusters Score -4205028 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -4205094.000000 Penalty: 3482.907227
	Iteration 26Q: 3 clusters Score -4205094 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4205153.500000 Penalty: 3482.907227
	Iteration 27Q: 3 clusters Score -4205154 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -4205218.000000 Penalty: 3482.907227
	Iteration 28Q: 3 clusters Score -4205218 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -4205245.000000 Penalty: 3482.907227
	Iteration 29Q: 3 clusters Score -4205245 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4205318.500000 Penalty: 3482.907227
	Iteration 30Q: 3 clusters Score -4205318 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4205360.500000 Penalty: 3482.907227
	Iteration 31Q: 3 clusters Score -4205360 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -4205403.000000 Penalty: 3482.907227
	Iteration 32Q: 3 clusters Score -4205403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4205450.000000 Penalty: 3482.907227
	Iteration 33Q: 3 clusters Score -4205450 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -4205505.000000 Penalty: 3482.907227
	Iteration 34Q: 3 clusters Score -4205505 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -4205518.500000 Penalty: 3482.907227
	Iteration 35Q: 3 clusters Score -4205518 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -4205558.000000 Penalty: 3482.907227
	Iteration 36Q: 3 clusters Score -4205558 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -4205590.500000 Penalty: 3482.907227
	Iteration 37Q: 3 clusters Score -4205590 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -4205617.500000 Penalty: 3482.907227
	Iteration 38Q: 3 clusters Score -4205618 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -4205676.000000 Penalty: 3482.907227
	Iteration 39Q: 3 clusters Score -4205676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -4205733.500000 Penalty: 3482.907227
	Iteration 40F: 3 clusters Score -4205734 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -4205780.000000 Penalty: 3482.907227
	Iteration 41Q: 3 clusters Score -4205780 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -4205824.000000 Penalty: 3482.907227
	Iteration 42Q: 3 clusters Score -4205824 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4205867.000000 Penalty: 3482.907227
	Iteration 43Q: 3 clusters Score -4205867 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -4205908.000000 Penalty: 3482.907227
	Iteration 44Q: 3 clusters Score -4205908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4205946.500000 Penalty: 3482.907227
	Iteration 45Q: 3 clusters Score -4205946 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -4205980.000000 Penalty: 3482.907227
	Iteration 46Q: 3 clusters Score -4205980 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -4205991.000000 Penalty: 3482.907227
	Iteration 47Q: 3 clusters Score -4205991 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -4206021.000000 Penalty: 3482.907227
	Iteration 48Q: 3 clusters Score -4206021 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -4206038.000000 Penalty: 3482.907227
	Iteration 49Q: 3 clusters Score -4206038 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -4206081.000000 Penalty: 3482.907227
	Iteration 50Q: 3 clusters Score -4206081 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -4206098.000000 Penalty: 3482.907227
	Iteration 51Q: 3 clusters Score -4206098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4206132.000000 Penalty: 3482.907227
	Iteration 52Q: 3 clusters Score -4206132 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -4206132.500000 Penalty: 3482.907227
	Iteration 53Q: 3 clusters Score -4206132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -4206161.000000 Penalty: 3482.907227
	Iteration 54Q: 3 clusters Score -4206161 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -4206175.000000 Penalty: 3482.907227
	Iteration 55Q: 3 clusters Score -4206175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -4206176.500000 Penalty: 3482.907227
	Iteration 56Q: 3 clusters Score -4206176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -4206185.000000 Penalty: 3482.907227
	Iteration 57Q: 3 clusters Score -4206185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -4206189.000000 Penalty: 3482.907227
	Iteration 58Q: 3 clusters Score -4206189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -4206194.500000 Penalty: 3482.907227
	Iteration 59Q: 3 clusters Score -4206194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -4206205.500000 Penalty: 3482.907227
	Iteration 60F: 3 clusters Score -4206206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -4206222.000000 Penalty: 3482.907227
	Iteration 61Q: 3 clusters Score -4206222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -4206241.000000 Penalty: 3482.907227
	Iteration 62Q: 3 clusters Score -4206241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -4206254.500000 Penalty: 3482.907227
	Iteration 63Q: 3 clusters Score -4206254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -4206268.500000 Penalty: 3482.907227
	Iteration 64Q: 3 clusters Score -4206268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -4206276.000000 Penalty: 3482.907227
	Iteration 65Q: 3 clusters Score -4206276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -4206278.000000 Penalty: 3482.907227
	Iteration 66Q: 3 clusters Score -4206278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -4206296.000000 Penalty: 3482.907227
	Iteration 67Q: 3 clusters Score -4206296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -4206305.000000 Penalty: 3482.907227
	Iteration 68Q: 3 clusters Score -4206305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -4206309.000000 Penalty: 3482.907227
	Iteration 69Q: 3 clusters Score -4206309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -4206307.000000 Penalty: 3482.907227
	Iteration 70Q: 3 clusters Score -4206307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -4206310.000000 Penalty: 3482.907227
	Iteration 71Q: 3 clusters Score -4206310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -4206306.000000 Penalty: 3482.907227
	Iteration 72Q: 3 clusters Score -4206306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -4206308.000000 Penalty: 3482.907227
	Iteration 73Q: 3 clusters Score -4206308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -4206309.000000 Penalty: 3482.907227
	Iteration 74Q: 3 clusters Score -4206309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -4206306.500000 Penalty: 3482.907227
	Iteration 75Q: 3 clusters Score -4206306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -4206323.000000 Penalty: 3482.907227
	Iteration 76Q: 3 clusters Score -4206323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -4206326.000000 Penalty: 3482.907227
	Iteration 77Q: 3 clusters Score -4206326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -4206326.500000 Penalty: 3482.907227
	Iteration 78Q: 3 clusters Score -4206326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -4206338.500000 Penalty: 3482.907227
	Iteration 79Q: 3 clusters Score -4206338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -4206343.500000 Penalty: 3482.907227
	Iteration 80F: 3 clusters Score -4206344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -4206343.500000 Penalty: 3482.907227
	Iteration 81Q: 3 clusters Score -4206344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -4206348.000000 Penalty: 3482.907227
	Iteration 82Q: 3 clusters Score -4206348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -4206351.000000 Penalty: 3482.907227
	Iteration 83Q: 3 clusters Score -4206351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -4206353.000000 Penalty: 3482.907227
	Iteration 84Q: 3 clusters Score -4206353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -4206361.500000 Penalty: 3482.907227
	Iteration 85Q: 3 clusters Score -4206362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -4206364.000000 Penalty: 3482.907227
	Iteration 86Q: 3 clusters Score -4206364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -4206363.000000 Penalty: 3482.907227
	Iteration 87Q: 3 clusters Score -4206363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -4206362.500000 Penalty: 3482.907227
	Iteration 88Q: 3 clusters Score -4206362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -4206369.500000 Penalty: 3482.907227
	Iteration 89Q: 3 clusters Score -4206370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -4206370.000000 Penalty: 3482.907227
	Iteration 90Q: 3 clusters Score -4206370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -4206372.000000 Penalty: 3482.907227
	Iteration 91Q: 3 clusters Score -4206372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -4206370.000000 Penalty: 3482.907227
	Iteration 92Q: 3 clusters Score -4206370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -4206369.000000 Penalty: 3482.907227
	Iteration 93Q: 3 clusters Score -4206369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -4206365.000000 Penalty: 3482.907227
	Iteration 94Q: 3 clusters Score -4206365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -4206368.500000 Penalty: 3482.907227
	Iteration 95Q: 3 clusters Score -4206368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -4206370.000000 Penalty: 3482.907227
	Iteration 96Q: 3 clusters Score -4206370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -4206367.000000 Penalty: 3482.907227
	Iteration 97Q: 3 clusters Score -4206367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -4206369.000000 Penalty: 3482.907227
	Iteration 98Q: 3 clusters Score -4206369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -4206370.000000 Penalty: 3482.907227
	Iteration 99Q: 3 clusters Score -4206370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -4206367.500000 Penalty: 3482.907227
	Iteration 100F: 3 clusters Score -4206368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -4206369.500000 Penalty: 3482.907227
	Iteration 101Q: 3 clusters Score -4206370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -4206373.000000 Penalty: 3482.907227
	Iteration 102Q: 3 clusters Score -4206373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -4206370.500000 Penalty: 3482.907227
	Iteration 103Q: 3 clusters Score -4206370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -4206368.500000 Penalty: 3482.907227
	Iteration 104Q: 3 clusters Score -4206368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -4206370.000000 Penalty: 3482.907227
	Iteration 105Q: 3 clusters Score -4206370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -4206370.000000 Penalty: 3482.907227
	Iteration 106Q: 3 clusters Score -4206370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -4206371.000000 Penalty: 3482.907227
	Iteration 107Q: 3 clusters Score -4206371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -4206369.500000 Penalty: 3482.907227
	Iteration 108Q: 3 clusters Score -4206370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -4206373.500000 Penalty: 3482.907227
	Iteration 109Q: 3 clusters Score -4206374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -4206372.500000 Penalty: 3482.907227
	Iteration 110Q: 3 clusters Score -4206372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -4206372.500000 Penalty: 3482.907227
	Iteration 111F: 3 clusters Score -4206372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -192176.078125 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -192176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190049.953125 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -190050 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -190487.062500 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -190487.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -190576.609375 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -190576.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -190631.968750 Penalty: 2474.170166
	Iteration 3Q: 3 clusters Score -190632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -190667.703125 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -190667.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190697.000000 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -190697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -190718.109375 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -190718.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -190736.765625 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -190736.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -190749.562500 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -190749.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -190757.515625 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -190757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -190763.218750 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -190763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -190769.765625 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -190769.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -190775.843750 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -190775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -190780.484375 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -190780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -190780.921875 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -190780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -190780.921875 Penalty: 2474.170166
	Iteration 15F: 3 clusters Score -190780.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Entering Unmasked Estep 
Score: -1816286.625000 Penalty: 1604.166016
	Iteration 0F: 2 clusters Score -1816287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1803024.000000 Penalty: 3208.332031
	Iteration 0F: 3 clusters Score -1803024 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1808179.875000 Penalty: 3208.332031
	Iteration 1F: 3 clusters Score -1808180 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1808802.500000 Penalty: 3208.332031
	Iteration 2F: 3 clusters Score -1808802 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1809546.875000 Penalty: 3208.332031
	Iteration 3F: 3 clusters Score -1809547 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1810595.875000 Penalty: 3208.332031
	Iteration 4F: 3 clusters Score -1810596 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1811829.375000 Penalty: 3208.332031
	Iteration 5F: 3 clusters Score -1811829 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1813041.500000 Penalty: 3208.332031
	Iteration 6F: 3 clusters Score -1813042 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1813936.625000 Penalty: 3208.332031
	Iteration 7F: 3 clusters Score -1813937 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1814368.750000 Penalty: 3208.332031
	Iteration 8Q: 3 clusters Score -1814369 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1814562.750000 Penalty: 3208.332031
	Iteration 9Q: 3 clusters Score -1814563 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1814664.000000 Penalty: 3208.332031
	Iteration 10Q: 3 clusters Score -1814664 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1814725.375000 Penalty: 3208.332031
	Iteration 11Q: 3 clusters Score -1814725 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1814771.625000 Penalty: 3208.332031
	Iteration 12Q: 3 clusters Score -1814772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1814801.875000 Penalty: 3208.332031
	Iteration 13Q: 3 clusters Score -1814802 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1814837.125000 Penalty: 3208.332031
	Iteration 14Q: 3 clusters Score -1814837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1814876.625000 Penalty: 3208.332031
	Iteration 15Q: 3 clusters Score -1814877 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1814898.000000 Penalty: 3208.332031
	Iteration 16Q: 3 clusters Score -1814898 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1814921.750000 Penalty: 3208.332031
	Iteration 17Q: 3 clusters Score -1814922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1814944.250000 Penalty: 3208.332031
	Iteration 18Q: 3 clusters Score -1814944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1814965.250000 Penalty: 3208.332031
	Iteration 19Q: 3 clusters Score -1814965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1814988.125000 Penalty: 3208.332031
	Iteration 20F: 3 clusters Score -1814988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1815002.500000 Penalty: 3208.332031
	Iteration 21Q: 3 clusters Score -1815002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1815023.500000 Penalty: 3208.332031
	Iteration 22Q: 3 clusters Score -1815024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1815038.375000 Penalty: 3208.332031
	Iteration 23Q: 3 clusters Score -1815038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1815049.375000 Penalty: 3208.332031
	Iteration 24Q: 3 clusters Score -1815049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1815065.875000 Penalty: 3208.332031
	Iteration 25Q: 3 clusters Score -1815066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1815074.750000 Penalty: 3208.332031
	Iteration 26Q: 3 clusters Score -1815075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1815079.875000 Penalty: 3208.332031
	Iteration 27Q: 3 clusters Score -1815080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1815084.250000 Penalty: 3208.332031
	Iteration 28Q: 3 clusters Score -1815084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1815093.375000 Penalty: 3208.332031
	Iteration 29Q: 3 clusters Score -1815093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1815103.500000 Penalty: 3208.332031
	Iteration 30Q: 3 clusters Score -1815104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1815111.125000 Penalty: 3208.332031
	Iteration 31Q: 3 clusters Score -1815111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1815112.500000 Penalty: 3208.332031
	Iteration 32Q: 3 clusters Score -1815112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1815118.750000 Penalty: 3208.332031
	Iteration 33Q: 3 clusters Score -1815119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1815123.125000 Penalty: 3208.332031
	Iteration 34Q: 3 clusters Score -1815123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1815123.875000 Penalty: 3208.332031
	Iteration 35Q: 3 clusters Score -1815124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1815121.250000 Penalty: 3208.332031
	Iteration 36Q: 3 clusters Score -1815121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1815121.625000 Penalty: 3208.332031
	Iteration 37Q: 3 clusters Score -1815122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1815130.125000 Penalty: 3208.332031
	Iteration 38Q: 3 clusters Score -1815130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1815129.375000 Penalty: 3208.332031
	Iteration 39Q: 3 clusters Score -1815129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1815133.000000 Penalty: 3208.332031
	Iteration 40F: 3 clusters Score -1815133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1815134.625000 Penalty: 3208.332031
	Iteration 41Q: 3 clusters Score -1815135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1815138.500000 Penalty: 3208.332031
	Iteration 42Q: 3 clusters Score -1815138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1815144.000000 Penalty: 3208.332031
	Iteration 43Q: 3 clusters Score -1815144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1815143.250000 Penalty: 3208.332031
	Iteration 44Q: 3 clusters Score -1815143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1815147.875000 Penalty: 3208.332031
	Iteration 45Q: 3 clusters Score -1815148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1815147.750000 Penalty: 3208.332031
	Iteration 46Q: 3 clusters Score -1815148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1815150.500000 Penalty: 3208.332031
	Iteration 47Q: 3 clusters Score -1815150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1815155.500000 Penalty: 3208.332031
	Iteration 48Q: 3 clusters Score -1815156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1815158.875000 Penalty: 3208.332031
	Iteration 49Q: 3 clusters Score -1815159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1815163.375000 Penalty: 3208.332031
	Iteration 50Q: 3 clusters Score -1815163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1815166.750000 Penalty: 3208.332031
	Iteration 51Q: 3 clusters Score -1815167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1815168.250000 Penalty: 3208.332031
	Iteration 52Q: 3 clusters Score -1815168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1815171.625000 Penalty: 3208.332031
	Iteration 53Q: 3 clusters Score -1815172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1815184.500000 Penalty: 3208.332031
	Iteration 54Q: 3 clusters Score -1815184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1815188.250000 Penalty: 3208.332031
	Iteration 55Q: 3 clusters Score -1815188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1815193.250000 Penalty: 3208.332031
	Iteration 56Q: 3 clusters Score -1815193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1815201.750000 Penalty: 3208.332031
	Iteration 57Q: 3 clusters Score -1815202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1815209.750000 Penalty: 3208.332031
	Iteration 58Q: 3 clusters Score -1815210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1815219.625000 Penalty: 3208.332031
	Iteration 59Q: 3 clusters Score -1815220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1815224.625000 Penalty: 3208.332031
	Iteration 60F: 3 clusters Score -1815225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1815230.750000 Penalty: 3208.332031
	Iteration 61Q: 3 clusters Score -1815231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1815235.875000 Penalty: 3208.332031
	Iteration 62Q: 3 clusters Score -1815236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1815240.000000 Penalty: 3208.332031
	Iteration 63Q: 3 clusters Score -1815240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1815243.375000 Penalty: 3208.332031
	Iteration 64Q: 3 clusters Score -1815243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1815250.125000 Penalty: 3208.332031
	Iteration 65Q: 3 clusters Score -1815250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1815252.875000 Penalty: 3208.332031
	Iteration 66Q: 3 clusters Score -1815253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1815260.875000 Penalty: 3208.332031
	Iteration 67Q: 3 clusters Score -1815261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1815266.625000 Penalty: 3208.332031
	Iteration 68Q: 3 clusters Score -1815267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1815272.750000 Penalty: 3208.332031
	Iteration 69Q: 3 clusters Score -1815273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1815277.125000 Penalty: 3208.332031
	Iteration 70Q: 3 clusters Score -1815277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1815285.875000 Penalty: 3208.332031
	Iteration 71Q: 3 clusters Score -1815286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1815290.250000 Penalty: 3208.332031
	Iteration 72Q: 3 clusters Score -1815290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1815298.000000 Penalty: 3208.332031
	Iteration 73Q: 3 clusters Score -1815298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1815306.250000 Penalty: 3208.332031
	Iteration 74Q: 3 clusters Score -1815306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1815305.875000 Penalty: 3208.332031
	Iteration 75Q: 3 clusters Score -1815306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1815318.625000 Penalty: 3208.332031
	Iteration 76Q: 3 clusters Score -1815319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1815319.750000 Penalty: 3208.332031
	Iteration 77Q: 3 clusters Score -1815320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1815323.000000 Penalty: 3208.332031
	Iteration 78Q: 3 clusters Score -1815323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1815323.625000 Penalty: 3208.332031
	Iteration 79Q: 3 clusters Score -1815324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1815322.375000 Penalty: 3208.332031
	Iteration 80F: 3 clusters Score -1815322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1815332.375000 Penalty: 3208.332031
	Iteration 81Q: 3 clusters Score -1815332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1815334.750000 Penalty: 3208.332031
	Iteration 82Q: 3 clusters Score -1815335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1815334.625000 Penalty: 3208.332031
	Iteration 83Q: 3 clusters Score -1815335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1815336.125000 Penalty: 3208.332031
	Iteration 84Q: 3 clusters Score -1815336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1815335.250000 Penalty: 3208.332031
	Iteration 85Q: 3 clusters Score -1815335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1815338.125000 Penalty: 3208.332031
	Iteration 86Q: 3 clusters Score -1815338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1815340.875000 Penalty: 3208.332031
	Iteration 87Q: 3 clusters Score -1815341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -1815338.625000 Penalty: 3208.332031
	Iteration 88Q: 3 clusters Score -1815339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1815337.250000 Penalty: 3208.332031
	Iteration 89Q: 3 clusters Score -1815337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1815338.500000 Penalty: 3208.332031
	Iteration 90Q: 3 clusters Score -1815338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1815340.875000 Penalty: 3208.332031
	Iteration 91Q: 3 clusters Score -1815341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1815340.875000 Penalty: 3208.332031
	Iteration 92F: 3 clusters Score -1815341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Entering Unmasked Estep 
Score: -3537783.750000 Penalty: 1713.129639
	Iteration 0F: 2 clusters Score -3537784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3512410.250000 Penalty: 3426.259277
	Iteration 0F: 3 clusters Score -3512410 nChanged 17659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3522267.500000 Penalty: 3426.259277
	Iteration 1F: 3 clusters Score -3522268 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3522777.250000 Penalty: 3426.259277
	Iteration 2Q: 3 clusters Score -3522777 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3523525.000000 Penalty: 3426.259277
	Iteration 3Q: 3 clusters Score -3523525 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3524745.250000 Penalty: 3426.259277
	Iteration 4F: 3 clusters Score -3524745 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3526681.500000 Penalty: 3426.259277
	Iteration 5F: 3 clusters Score -3526682 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3529391.500000 Penalty: 3426.259277
	Iteration 6F: 3 clusters Score -3529392 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3532282.500000 Penalty: 3426.259277
	Iteration 7F: 3 clusters Score -3532282 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3534503.750000 Penalty: 3426.259277
	Iteration 8F: 3 clusters Score -3534504 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3535590.250000 Penalty: 3426.259277
	Iteration 9Q: 3 clusters Score -3535590 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3535991.750000 Penalty: 3426.259277
	Iteration 10Q: 3 clusters Score -3535992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3536136.750000 Penalty: 3426.259277
	Iteration 11Q: 3 clusters Score -3536137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3536207.250000 Penalty: 3426.259277
	Iteration 12Q: 3 clusters Score -3536207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3536249.000000 Penalty: 3426.259277
	Iteration 13Q: 3 clusters Score -3536249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3536272.750000 Penalty: 3426.259277
	Iteration 14Q: 3 clusters Score -3536273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3536279.500000 Penalty: 3426.259277
	Iteration 15Q: 3 clusters Score -3536280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3536285.500000 Penalty: 3426.259277
	Iteration 16Q: 3 clusters Score -3536286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3536286.250000 Penalty: 3426.259277
	Iteration 17Q: 3 clusters Score -3536286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3536291.000000 Penalty: 3426.259277
	Iteration 18Q: 3 clusters Score -3536291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3536301.000000 Penalty: 3426.259277
	Iteration 19Q: 3 clusters Score -3536301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3536301.250000 Penalty: 3426.259277
	Iteration 20F: 3 clusters Score -3536301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -211337.453125 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -211337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -209061.015625 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -209061 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209524.734375 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -209524.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -209617.359375 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -209617.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -209680.859375 Penalty: 2512.877441
	Iteration 3Q: 3 clusters Score -209680.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -209720.000000 Penalty: 2512.877441
	Iteration 4Q: 3 clusters Score -209720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -209751.750000 Penalty: 2512.877441
	Iteration 5Q: 3 clusters Score -209751.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -209786.625000 Penalty: 2512.877441
	Iteration 6Q: 3 clusters Score -209786.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -209804.140625 Penalty: 2512.877441
	Iteration 7Q: 3 clusters Score -209804.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -209820.078125 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -209820.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -209834.093750 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -209834.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -209840.968750 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -209841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -209850.140625 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -209850.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -209855.062500 Penalty: 2512.877441
	Iteration 12Q: 3 clusters Score -209855.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -209859.625000 Penalty: 2512.877441
	Iteration 13Q: 3 clusters Score -209859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209863.234375 Penalty: 2512.877441
	Iteration 14Q: 3 clusters Score -209863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -209866.375000 Penalty: 2512.877441
	Iteration 15Q: 3 clusters Score -209866.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209871.812500 Penalty: 2512.877441
	Iteration 16Q: 3 clusters Score -209871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -209874.359375 Penalty: 2512.877441
	Iteration 17Q: 3 clusters Score -209874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -209876.718750 Penalty: 2512.877441
	Iteration 18Q: 3 clusters Score -209876.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -209879.953125 Penalty: 2512.877441
	Iteration 19Q: 3 clusters Score -209880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -209884.812500 Penalty: 2512.877441
	Iteration 20F: 3 clusters Score -209884.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -209888.656250 Penalty: 2512.877441
	Iteration 21Q: 3 clusters Score -209888.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -209894.828125 Penalty: 2512.877441
	Iteration 22Q: 3 clusters Score -209894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -209897.906250 Penalty: 2512.877441
	Iteration 23Q: 3 clusters Score -209897.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209903.343750 Penalty: 2512.877441
	Iteration 24Q: 3 clusters Score -209903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -209907.765625 Penalty: 2512.877441
	Iteration 25Q: 3 clusters Score -209907.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -209913.421875 Penalty: 2512.877441
	Iteration 26Q: 3 clusters Score -209913.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -209918.046875 Penalty: 2512.877441
	Iteration 27Q: 3 clusters Score -209918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -209921.765625 Penalty: 2512.877441
	Iteration 28Q: 3 clusters Score -209921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -209924.250000 Penalty: 2512.877441
	Iteration 29Q: 3 clusters Score -209924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209926.296875 Penalty: 2512.877441
	Iteration 30Q: 3 clusters Score -209926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -209928.515625 Penalty: 2512.877441
	Iteration 31Q: 3 clusters Score -209928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -209931.359375 Penalty: 2512.877441
	Iteration 32Q: 3 clusters Score -209931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -209934.046875 Penalty: 2512.877441
	Iteration 33Q: 3 clusters Score -209934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -209936.062500 Penalty: 2512.877441
	Iteration 34Q: 3 clusters Score -209936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -209937.859375 Penalty: 2512.877441
	Iteration 35Q: 3 clusters Score -209937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -209939.250000 Penalty: 2512.877441
	Iteration 36Q: 3 clusters Score -209939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -209940.359375 Penalty: 2512.877441
	Iteration 37Q: 3 clusters Score -209940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -209942.078125 Penalty: 2512.877441
	Iteration 38Q: 3 clusters Score -209942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -209943.625000 Penalty: 2512.877441
	Iteration 39Q: 3 clusters Score -209943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -209944.734375 Penalty: 2512.877441
	Iteration 40F: 3 clusters Score -209944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -209945.015625 Penalty: 2512.877441
	Iteration 41Q: 3 clusters Score -209945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -209945.656250 Penalty: 2512.877441
	Iteration 42Q: 3 clusters Score -209945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -209946.796875 Penalty: 2512.877441
	Iteration 43Q: 3 clusters Score -209946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -209948.484375 Penalty: 2512.877441
	Iteration 44Q: 3 clusters Score -209948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -209950.484375 Penalty: 2512.877441
	Iteration 45Q: 3 clusters Score -209950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209952.031250 Penalty: 2512.877441
	Iteration 46Q: 3 clusters Score -209952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209953.437500 Penalty: 2512.877441
	Iteration 47Q: 3 clusters Score -209953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209954.546875 Penalty: 2512.877441
	Iteration 48Q: 3 clusters Score -209954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209954.921875 Penalty: 2512.877441
	Iteration 49Q: 3 clusters Score -209954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -209955.359375 Penalty: 2512.877441
	Iteration 50Q: 3 clusters Score -209955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209955.406250 Penalty: 2512.877441
	Iteration 51Q: 3 clusters Score -209955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -209955.734375 Penalty: 2512.877441
	Iteration 52Q: 3 clusters Score -209955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209955.796875 Penalty: 2512.877441
	Iteration 53Q: 3 clusters Score -209955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209955.796875 Penalty: 2512.877441
	Iteration 54F: 3 clusters Score -209955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 24925 members 
Mstep: Class 3 contains 23837 members 
Mstep: Class 4 contains 61101 members 
Mstep: Class 5 contains 325062 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 14599 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45100 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 19376 members 
Mstep: Class 20 contains 37886 members 
Mstep: Class 21 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535576.000000 Penalty: 28115.259766
Iteration 199Q: 14 clusters Score -5.453558e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 24927 members 
Mstep: Class 3 contains 23859 members 
Mstep: Class 4 contains 61081 members 
Mstep: Class 5 contains 325054 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 14600 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45099 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 19391 members 
Mstep: Class 20 contains 37882 members 
Mstep: Class 21 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535544.000000 Penalty: 28115.259766
Iteration 200F: 14 clusters Score -5.453554e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 24929 members 
Mstep: Class 3 contains 23878 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 325043 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45098 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 19407 members 
Mstep: Class 20 contains 37878 members 
Mstep: Class 21 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535540.000000 Penalty: 28115.259766
Iteration 201Q: 14 clusters Score -5.453554e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 24922 members 
Mstep: Class 3 contains 23899 members 
Mstep: Class 4 contains 61054 members 
Mstep: Class 5 contains 325023 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45100 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 19419 members 
Mstep: Class 20 contains 37878 members 
Mstep: Class 21 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535600.000000 Penalty: 28115.259766
Iteration 202Q: 14 clusters Score -5.45356e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 24921 members 
Mstep: Class 3 contains 23919 members 
Mstep: Class 4 contains 61046 members 
Mstep: Class 5 contains 325006 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45094 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 19431 members 
Mstep: Class 20 contains 37875 members 
Mstep: Class 21 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535576.000000 Penalty: 28115.259766
Iteration 203Q: 14 clusters Score -5.453558e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 24920 members 
Mstep: Class 3 contains 23943 members 
Mstep: Class 4 contains 61036 members 
Mstep: Class 5 contains 324997 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14604 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45087 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 19439 members 
Mstep: Class 20 contains 37873 members 
Mstep: Class 21 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535548.000000 Penalty: 28115.259766
Iteration 204Q: 14 clusters Score -5.453555e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 24915 members 
Mstep: Class 3 contains 23958 members 
Mstep: Class 4 contains 61029 members 
Mstep: Class 5 contains 324991 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45076 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 19450 members 
Mstep: Class 20 contains 37872 members 
Mstep: Class 21 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535560.000000 Penalty: 28115.259766
Iteration 205Q: 14 clusters Score -5.453556e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 24913 members 
Mstep: Class 3 contains 23970 members 
Mstep: Class 4 contains 61025 members 
Mstep: Class 5 contains 324989 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 10 contains 45068 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 20 contains 37871 members 
Mstep: Class 21 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535572.000000 Penalty: 28115.259766
Iteration 206Q: 14 clusters Score -5.453557e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 24913 members 
Mstep: Class 3 contains 23983 members 
Mstep: Class 4 contains 61020 members 
Mstep: Class 5 contains 324979 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4491 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 19459 members 
Mstep: Class 20 contains 37869 members 
Mstep: Class 21 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535568.000000 Penalty: 28115.259766
Iteration 207Q: 14 clusters Score -5.453557e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 24910 members 
Mstep: Class 3 contains 23995 members 
Mstep: Class 4 contains 61014 members 
Mstep: Class 5 contains 324972 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 10 contains 45057 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 20 contains 37866 members 
Mstep: Class 21 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535588.000000 Penalty: 28115.259766
Iteration 208Q: 14 clusters Score -5.453559e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 24907 members 
Mstep: Class 3 contains 24003 members 
Mstep: Class 4 contains 61011 members 
Mstep: Class 5 contains 324970 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 10 contains 45049 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 19475 members 
Mstep: Class 20 contains 37863 members 
Mstep: Class 21 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535544.000000 Penalty: 28115.259766
Iteration 209Q: 14 clusters Score -5.453554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 24904 members 
Mstep: Class 3 contains 24012 members 
Mstep: Class 4 contains 61009 members 
Mstep: Class 5 contains 324970 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14604 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45043 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 20 contains 37860 members 
Mstep: Class 21 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535544.000000 Penalty: 28115.259766
Iteration 210Q: 14 clusters Score -5.453554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 24905 members 
Mstep: Class 3 contains 24016 members 
Mstep: Class 4 contains 61004 members 
Mstep: Class 5 contains 324969 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14604 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45039 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 20 contains 37856 members 
Mstep: Class 21 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535544.000000 Penalty: 28115.259766
Iteration 211Q: 14 clusters Score -5.453554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 24902 members 
Mstep: Class 3 contains 24027 members 
Mstep: Class 4 contains 61004 members 
Mstep: Class 5 contains 324962 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14602 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45037 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 19485 members 
Mstep: Class 20 contains 37854 members 
Mstep: Class 21 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535516.000000 Penalty: 28115.259766
Iteration 212Q: 14 clusters Score -5.453552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 24901 members 
Mstep: Class 3 contains 24037 members 
Mstep: Class 4 contains 61004 members 
Mstep: Class 5 contains 324946 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14603 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45038 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 19490 members 
Mstep: Class 20 contains 37852 members 
Mstep: Class 21 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535552.000000 Penalty: 28115.259766
Iteration 213Q: 14 clusters Score -5.453555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 24900 members 
Mstep: Class 3 contains 24045 members 
Mstep: Class 4 contains 61004 members 
Mstep: Class 5 contains 324932 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14606 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45039 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 20 contains 37848 members 
Mstep: Class 21 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535524.000000 Penalty: 28115.259766
Iteration 214Q: 14 clusters Score -5.453552e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 24901 members 
Mstep: Class 3 contains 24062 members 
Mstep: Class 4 contains 60999 members 
Mstep: Class 5 contains 324913 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14608 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45039 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 19495 members 
Mstep: Class 20 contains 37845 members 
Mstep: Class 21 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535560.000000 Penalty: 28115.259766
Iteration 215Q: 14 clusters Score -5.453556e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 24900 members 
Mstep: Class 3 contains 24081 members 
Mstep: Class 4 contains 60998 members 
Mstep: Class 5 contains 324890 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14608 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45038 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 19498 members 
Mstep: Class 20 contains 37844 members 
Mstep: Class 21 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535592.000000 Penalty: 28115.259766
Iteration 216Q: 14 clusters Score -5.453559e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 24897 members 
Mstep: Class 3 contains 24103 members 
Mstep: Class 4 contains 60999 members 
Mstep: Class 5 contains 324872 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45036 members 
Mstep: Class 17 contains 2006 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 20 contains 37839 members 
Mstep: Class 21 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535620.000000 Penalty: 28115.259766
Iteration 217Q: 14 clusters Score -5.453562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 24896 members 
Mstep: Class 3 contains 24126 members 
Mstep: Class 4 contains 60998 members 
Mstep: Class 5 contains 324859 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45033 members 
Mstep: Class 17 contains 2004 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 20 contains 37834 members 
Mstep: Class 21 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535636.000000 Penalty: 28115.259766
Iteration 218Q: 14 clusters Score -5.453564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 24895 members 
Mstep: Class 3 contains 24153 members 
Mstep: Class 4 contains 60998 members 
Mstep: Class 5 contains 324833 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45030 members 
Mstep: Class 17 contains 2003 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 20 contains 37833 members 
Mstep: Class 21 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535708.000000 Penalty: 28115.259766
Iteration 219Q: 14 clusters Score -5.453571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 24894 members 
Mstep: Class 3 contains 24175 members 
Mstep: Class 4 contains 60994 members 
Mstep: Class 5 contains 324818 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45029 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 20 contains 37830 members 
Mstep: Class 21 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535724.000000 Penalty: 28115.259766
Iteration 220F: 14 clusters Score -5.453572e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 24893 members 
Mstep: Class 3 contains 24197 members 
Mstep: Class 4 contains 60990 members 
Mstep: Class 5 contains 324809 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45027 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 20 contains 37829 members 
Mstep: Class 21 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535752.000000 Penalty: 28115.259766
Iteration 221Q: 14 clusters Score -5.453575e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 24893 members 
Mstep: Class 3 contains 24212 members 
Mstep: Class 4 contains 60988 members 
Mstep: Class 5 contains 324805 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 10 contains 45025 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 20 contains 37829 members 
Mstep: Class 21 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535760.000000 Penalty: 28115.259766
Iteration 222Q: 14 clusters Score -5.453576e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 24894 members 
Mstep: Class 3 contains 24230 members 
Mstep: Class 4 contains 60988 members 
Mstep: Class 5 contains 324794 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14604 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 10 contains 45022 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535744.000000 Penalty: 28115.259766
Iteration 223Q: 14 clusters Score -5.453574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 24893 members 
Mstep: Class 3 contains 24247 members 
Mstep: Class 4 contains 60983 members 
Mstep: Class 5 contains 324792 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14604 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 10 contains 45020 members 
Mstep: Class 17 contains 1994 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535756.000000 Penalty: 28115.259766
Iteration 224Q: 14 clusters Score -5.453576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 24892 members 
Mstep: Class 3 contains 24261 members 
Mstep: Class 4 contains 60982 members 
Mstep: Class 5 contains 324788 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45020 members 
Mstep: Class 17 contains 1990 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535748.000000 Penalty: 28115.259766
Iteration 225Q: 14 clusters Score -5.453575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 24892 members 
Mstep: Class 3 contains 24274 members 
Mstep: Class 4 contains 60975 members 
Mstep: Class 5 contains 324792 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45020 members 
Mstep: Class 17 contains 1987 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 20 contains 37826 members 
Mstep: Class 21 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535788.000000 Penalty: 28115.259766
Iteration 226Q: 14 clusters Score -5.453579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 24892 members 
Mstep: Class 3 contains 24285 members 
Mstep: Class 4 contains 60970 members 
Mstep: Class 5 contains 324792 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45018 members 
Mstep: Class 17 contains 1985 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 20 contains 37826 members 
Mstep: Class 21 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535780.000000 Penalty: 28115.259766
Iteration 227Q: 14 clusters Score -5.453578e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 24893 members 
Mstep: Class 3 contains 24298 members 
Mstep: Class 4 contains 60961 members 
Mstep: Class 5 contains 324798 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45017 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 20 contains 37826 members 
Mstep: Class 21 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535816.000000 Penalty: 28115.259766
Iteration 228Q: 14 clusters Score -5.453582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 24891 members 
Mstep: Class 3 contains 24307 members 
Mstep: Class 4 contains 60951 members 
Mstep: Class 5 contains 324804 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45016 members 
Mstep: Class 17 contains 1980 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 20 contains 37826 members 
Mstep: Class 21 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535856.000000 Penalty: 28115.259766
Iteration 229Q: 14 clusters Score -5.453586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 24891 members 
Mstep: Class 3 contains 24314 members 
Mstep: Class 4 contains 60948 members 
Mstep: Class 5 contains 324813 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45013 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 19508 members 
Mstep: Class 20 contains 37824 members 
Mstep: Class 21 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535844.000000 Penalty: 28115.259766
Iteration 230Q: 14 clusters Score -5.453584e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 24893 members 
Mstep: Class 3 contains 24321 members 
Mstep: Class 4 contains 60945 members 
Mstep: Class 5 contains 324814 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45011 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 19508 members 
Mstep: Class 20 contains 37824 members 
Mstep: Class 21 contains 2130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535832.000000 Penalty: 28115.259766
Iteration 231Q: 14 clusters Score -5.453583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 24893 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 60943 members 
Mstep: Class 5 contains 324826 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14604 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45005 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 19509 members 
Mstep: Class 20 contains 37823 members 
Mstep: Class 21 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535848.000000 Penalty: 28115.259766
Iteration 232Q: 14 clusters Score -5.453585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 24896 members 
Mstep: Class 3 contains 24337 members 
Mstep: Class 4 contains 60942 members 
Mstep: Class 5 contains 324831 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14603 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 45000 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 19510 members 
Mstep: Class 20 contains 37822 members 
Mstep: Class 21 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535860.000000 Penalty: 28115.259766
Iteration 233Q: 14 clusters Score -5.453586e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 24898 members 
Mstep: Class 3 contains 24346 members 
Mstep: Class 4 contains 60937 members 
Mstep: Class 5 contains 324841 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 44999 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 19510 members 
Mstep: Class 20 contains 37822 members 
Mstep: Class 21 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535864.000000 Penalty: 28115.259766
Iteration 234Q: 14 clusters Score -5.453586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 24902 members 
Mstep: Class 3 contains 24356 members 
Mstep: Class 4 contains 60933 members 
Mstep: Class 5 contains 324837 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 44995 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 19513 members 
Mstep: Class 20 contains 37823 members 
Mstep: Class 21 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535812.000000 Penalty: 28115.259766
Iteration 235Q: 14 clusters Score -5.453581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 24906 members 
Mstep: Class 3 contains 24361 members 
Mstep: Class 4 contains 60926 members 
Mstep: Class 5 contains 324842 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 44987 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 19516 members 
Mstep: Class 20 contains 37823 members 
Mstep: Class 21 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535820.000000 Penalty: 28115.259766
Iteration 236Q: 14 clusters Score -5.453582e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 24910 members 
Mstep: Class 3 contains 24366 members 
Mstep: Class 4 contains 60924 members 
Mstep: Class 5 contains 324850 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 10 contains 44984 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 20 contains 37823 members 
Mstep: Class 21 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535868.000000 Penalty: 28115.259766
Iteration 237Q: 14 clusters Score -5.453587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 24909 members 
Mstep: Class 3 contains 24377 members 
Mstep: Class 4 contains 60918 members 
Mstep: Class 5 contains 324856 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 10 contains 44979 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 20 contains 37822 members 
Mstep: Class 21 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535880.000000 Penalty: 28115.259766
Iteration 238Q: 14 clusters Score -5.453588e+07 nChanged 38
Entering ConstructFrom: 
Score: -54535880.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (41004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Entering Unmasked Estep 
Score: -3830143.250000 Penalty: 1725.981567
	Iteration 0F: 2 clusters Score -3830143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3802630.500000 Penalty: 3451.963135
	Iteration 0F: 3 clusters Score -3802630 nChanged 19083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3813284.000000 Penalty: 3451.963135
	Iteration 1F: 3 clusters Score -3813284 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3813668.500000 Penalty: 3451.963135
	Iteration 2Q: 3 clusters Score -3813668 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3814062.750000 Penalty: 3451.963135
	Iteration 3Q: 3 clusters Score -3814063 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3814641.750000 Penalty: 3451.963135
	Iteration 4Q: 3 clusters Score -3814642 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3815444.250000 Penalty: 3451.963135
	Iteration 5Q: 3 clusters Score -3815444 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3816479.250000 Penalty: 3451.963135
	Iteration 6Q: 3 clusters Score -3816479 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3817776.750000 Penalty: 3451.963135
	Iteration 7F: 3 clusters Score -3817777 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3819421.750000 Penalty: 3451.963135
	Iteration 8F: 3 clusters Score -3819422 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3821318.000000 Penalty: 3451.963135
	Iteration 9F: 3 clusters Score -3821318 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3822794.500000 Penalty: 3451.963135
	Iteration 10F: 3 clusters Score -3822794 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3823554.000000 Penalty: 3451.963135
	Iteration 11Q: 3 clusters Score -3823554 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3823973.500000 Penalty: 3451.963135
	Iteration 12Q: 3 clusters Score -3823974 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3824304.000000 Penalty: 3451.963135
	Iteration 13Q: 3 clusters Score -3824304 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3824557.250000 Penalty: 3451.963135
	Iteration 14Q: 3 clusters Score -3824557 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3824814.750000 Penalty: 3451.963135
	Iteration 15Q: 3 clusters Score -3824815 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3825054.500000 Penalty: 3451.963135
	Iteration 16Q: 3 clusters Score -3825054 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3825290.750000 Penalty: 3451.963135
	Iteration 17Q: 3 clusters Score -3825291 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3825564.250000 Penalty: 3451.963135
	Iteration 18Q: 3 clusters Score -3825564 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3825780.250000 Penalty: 3451.963135
	Iteration 19Q: 3 clusters Score -3825780 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3826019.250000 Penalty: 3451.963135
	Iteration 20F: 3 clusters Score -3826019 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3826223.000000 Penalty: 3451.963135
	Iteration 21Q: 3 clusters Score -3826223 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3826412.750000 Penalty: 3451.963135
	Iteration 22Q: 3 clusters Score -3826413 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3826561.250000 Penalty: 3451.963135
	Iteration 23Q: 3 clusters Score -3826561 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3826698.250000 Penalty: 3451.963135
	Iteration 24Q: 3 clusters Score -3826698 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3826825.750000 Penalty: 3451.963135
	Iteration 25Q: 3 clusters Score -3826826 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -3826943.500000 Penalty: 3451.963135
	Iteration 26Q: 3 clusters Score -3826944 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3827054.750000 Penalty: 3451.963135
	Iteration 27Q: 3 clusters Score -3827055 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -3827204.500000 Penalty: 3451.963135
	Iteration 28Q: 3 clusters Score -3827204 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3827318.500000 Penalty: 3451.963135
	Iteration 29Q: 3 clusters Score -3827318 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3827435.250000 Penalty: 3451.963135
	Iteration 30Q: 3 clusters Score -3827435 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -3827589.500000 Penalty: 3451.963135
	Iteration 31Q: 3 clusters Score -3827590 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -3827690.000000 Penalty: 3451.963135
	Iteration 32Q: 3 clusters Score -3827690 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -3827779.000000 Penalty: 3451.963135
	Iteration 33Q: 3 clusters Score -3827779 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -3827867.750000 Penalty: 3451.963135
	Iteration 34Q: 3 clusters Score -3827868 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -3827952.750000 Penalty: 3451.963135
	Iteration 35Q: 3 clusters Score -3827953 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -3828033.500000 Penalty: 3451.963135
	Iteration 36Q: 3 clusters Score -3828034 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -3828150.500000 Penalty: 3451.963135
	Iteration 37Q: 3 clusters Score -3828150 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3828269.750000 Penalty: 3451.963135
	Iteration 38Q: 3 clusters Score -3828270 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -3828384.750000 Penalty: 3451.963135
	Iteration 39Q: 3 clusters Score -3828385 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -3828521.750000 Penalty: 3451.963135
	Iteration 40F: 3 clusters Score -3828522 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -3828626.750000 Penalty: 3451.963135
	Iteration 41Q: 3 clusters Score -3828627 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -3828715.750000 Penalty: 3451.963135
	Iteration 42Q: 3 clusters Score -3828716 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -3828818.250000 Penalty: 3451.963135
	Iteration 43Q: 3 clusters Score -3828818 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3828925.750000 Penalty: 3451.963135
	Iteration 44Q: 3 clusters Score -3828926 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -3828997.250000 Penalty: 3451.963135
	Iteration 45Q: 3 clusters Score -3828997 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -3829079.500000 Penalty: 3451.963135
	Iteration 46Q: 3 clusters Score -3829080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -3829151.250000 Penalty: 3451.963135
	Iteration 47Q: 3 clusters Score -3829151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -3829235.750000 Penalty: 3451.963135
	Iteration 48Q: 3 clusters Score -3829236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -3829299.000000 Penalty: 3451.963135
	Iteration 49Q: 3 clusters Score -3829299 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -3829342.750000 Penalty: 3451.963135
	Iteration 50Q: 3 clusters Score -3829343 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -3829380.750000 Penalty: 3451.963135
	Iteration 51Q: 3 clusters Score -3829381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -3829416.000000 Penalty: 3451.963135
	Iteration 52Q: 3 clusters Score -3829416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -3829434.750000 Penalty: 3451.963135
	Iteration 53Q: 3 clusters Score -3829435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -3829458.500000 Penalty: 3451.963135
	Iteration 54Q: 3 clusters Score -3829458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -3829469.250000 Penalty: 3451.963135
	Iteration 55Q: 3 clusters Score -3829469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -3829477.250000 Penalty: 3451.963135
	Iteration 56Q: 3 clusters Score -3829477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -3829482.750000 Penalty: 3451.963135
	Iteration 57Q: 3 clusters Score -3829483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -3829480.250000 Penalty: 3451.963135
	Iteration 58Q: 3 clusters Score -3829480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -3829482.500000 Penalty: 3451.963135
	Iteration 59Q: 3 clusters Score -3829482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -3829486.750000 Penalty: 3451.963135
	Iteration 60F: 3 clusters Score -3829487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -3829482.500000 Penalty: 3451.963135
	Iteration 61Q: 3 clusters Score -3829482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -3829482.250000 Penalty: 3451.963135
	Iteration 62Q: 3 clusters Score -3829482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -3829484.250000 Penalty: 3451.963135
	Iteration 63Q: 3 clusters Score -3829484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -3829484.250000 Penalty: 3451.963135
	Iteration 64F: 3 clusters Score -3829484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Entering Unmasked Estep 
Score: -2239741.750000 Penalty: 1644.971924
	Iteration 0F: 2 clusters Score -2239742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2222767.750000 Penalty: 3289.943848
	Iteration 0F: 3 clusters Score -2222768 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2228978.750000 Penalty: 3289.943848
	Iteration 1F: 3 clusters Score -2228979 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2229256.750000 Penalty: 3289.943848
	Iteration 2Q: 3 clusters Score -2229257 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2229503.500000 Penalty: 3289.943848
	Iteration 3Q: 3 clusters Score -2229504 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2229718.750000 Penalty: 3289.943848
	Iteration 4Q: 3 clusters Score -2229719 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2229938.250000 Penalty: 3289.943848
	Iteration 5Q: 3 clusters Score -2229938 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2230188.250000 Penalty: 3289.943848
	Iteration 6Q: 3 clusters Score -2230188 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2230476.250000 Penalty: 3289.943848
	Iteration 7Q: 3 clusters Score -2230476 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2230836.250000 Penalty: 3289.943848
	Iteration 8Q: 3 clusters Score -2230836 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2231358.250000 Penalty: 3289.943848
	Iteration 9Q: 3 clusters Score -2231358 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2231981.500000 Penalty: 3289.943848
	Iteration 10Q: 3 clusters Score -2231982 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2232576.000000 Penalty: 3289.943848
	Iteration 11Q: 3 clusters Score -2232576 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2233092.750000 Penalty: 3289.943848
	Iteration 12Q: 3 clusters Score -2233093 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2233526.750000 Penalty: 3289.943848
	Iteration 13Q: 3 clusters Score -2233527 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2233832.000000 Penalty: 3289.943848
	Iteration 14Q: 3 clusters Score -2233832 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2234047.750000 Penalty: 3289.943848
	Iteration 15Q: 3 clusters Score -2234048 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2234212.500000 Penalty: 3289.943848
	Iteration 16Q: 3 clusters Score -2234212 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2234332.750000 Penalty: 3289.943848
	Iteration 17Q: 3 clusters Score -2234333 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2234436.000000 Penalty: 3289.943848
	Iteration 18Q: 3 clusters Score -2234436 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2234533.000000 Penalty: 3289.943848
	Iteration 19Q: 3 clusters Score -2234533 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2234617.250000 Penalty: 3289.943848
	Iteration 20F: 3 clusters Score -2234617 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2234710.750000 Penalty: 3289.943848
	Iteration 21Q: 3 clusters Score -2234711 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2234814.750000 Penalty: 3289.943848
	Iteration 22Q: 3 clusters Score -2234815 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2234944.000000 Penalty: 3289.943848
	Iteration 23Q: 3 clusters Score -2234944 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2235093.000000 Penalty: 3289.943848
	Iteration 24Q: 3 clusters Score -2235093 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2235267.250000 Penalty: 3289.943848
	Iteration 25Q: 3 clusters Score -2235267 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2235471.250000 Penalty: 3289.943848
	Iteration 26Q: 3 clusters Score -2235471 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2235693.500000 Penalty: 3289.943848
	Iteration 27Q: 3 clusters Score -2235694 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2235936.250000 Penalty: 3289.943848
	Iteration 28Q: 3 clusters Score -2235936 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2236185.750000 Penalty: 3289.943848
	Iteration 29Q: 3 clusters Score -2236186 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2236422.000000 Penalty: 3289.943848
	Iteration 30Q: 3 clusters Score -2236422 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2236624.000000 Penalty: 3289.943848
	Iteration 31Q: 3 clusters Score -2236624 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2236826.250000 Penalty: 3289.943848
	Iteration 32Q: 3 clusters Score -2236826 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2237046.000000 Penalty: 3289.943848
	Iteration 33Q: 3 clusters Score -2237046 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2237217.500000 Penalty: 3289.943848
	Iteration 34Q: 3 clusters Score -2237218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2237352.250000 Penalty: 3289.943848
	Iteration 35Q: 3 clusters Score -2237352 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2237487.250000 Penalty: 3289.943848
	Iteration 36Q: 3 clusters Score -2237487 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2237598.250000 Penalty: 3289.943848
	Iteration 37Q: 3 clusters Score -2237598 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2237710.500000 Penalty: 3289.943848
	Iteration 38Q: 3 clusters Score -2237710 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2237810.500000 Penalty: 3289.943848
	Iteration 39Q: 3 clusters Score -2237810 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2237885.250000 Penalty: 3289.943848
	Iteration 40F: 3 clusters Score -2237885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2237965.000000 Penalty: 3289.943848
	Iteration 41Q: 3 clusters Score -2237965 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2238013.000000 Penalty: 3289.943848
	Iteration 42Q: 3 clusters Score -2238013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2238064.750000 Penalty: 3289.943848
	Iteration 43Q: 3 clusters Score -2238065 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2238113.000000 Penalty: 3289.943848
	Iteration 44Q: 3 clusters Score -2238113 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2238133.000000 Penalty: 3289.943848
	Iteration 45Q: 3 clusters Score -2238133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2238152.750000 Penalty: 3289.943848
	Iteration 46Q: 3 clusters Score -2238153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2238165.250000 Penalty: 3289.943848
	Iteration 47Q: 3 clusters Score -2238165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2238178.000000 Penalty: 3289.943848
	Iteration 48Q: 3 clusters Score -2238178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2238187.750000 Penalty: 3289.943848
	Iteration 49Q: 3 clusters Score -2238188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2238196.250000 Penalty: 3289.943848
	Iteration 50Q: 3 clusters Score -2238196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2238209.750000 Penalty: 3289.943848
	Iteration 51Q: 3 clusters Score -2238210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2238223.500000 Penalty: 3289.943848
	Iteration 52Q: 3 clusters Score -2238224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2238243.250000 Penalty: 3289.943848
	Iteration 53Q: 3 clusters Score -2238243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2238257.250000 Penalty: 3289.943848
	Iteration 54Q: 3 clusters Score -2238257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2238263.750000 Penalty: 3289.943848
	Iteration 55Q: 3 clusters Score -2238264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2238275.250000 Penalty: 3289.943848
	Iteration 56Q: 3 clusters Score -2238275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2238289.000000 Penalty: 3289.943848
	Iteration 57Q: 3 clusters Score -2238289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2238290.000000 Penalty: 3289.943848
	Iteration 58Q: 3 clusters Score -2238290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2238295.500000 Penalty: 3289.943848
	Iteration 59Q: 3 clusters Score -2238296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2238303.750000 Penalty: 3289.943848
	Iteration 60F: 3 clusters Score -2238304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2238308.250000 Penalty: 3289.943848
	Iteration 61Q: 3 clusters Score -2238308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2238317.500000 Penalty: 3289.943848
	Iteration 62Q: 3 clusters Score -2238318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2238321.500000 Penalty: 3289.943848
	Iteration 63Q: 3 clusters Score -2238322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2238329.250000 Penalty: 3289.943848
	Iteration 64Q: 3 clusters Score -2238329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2238335.250000 Penalty: 3289.943848
	Iteration 65Q: 3 clusters Score -2238335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2238339.750000 Penalty: 3289.943848
	Iteration 66Q: 3 clusters Score -2238340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2238340.000000 Penalty: 3289.943848
	Iteration 67Q: 3 clusters Score -2238340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2238342.500000 Penalty: 3289.943848
	Iteration 68Q: 3 clusters Score -2238342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2238348.750000 Penalty: 3289.943848
	Iteration 69Q: 3 clusters Score -2238349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2238347.750000 Penalty: 3289.943848
	Iteration 70Q: 3 clusters Score -2238348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2238350.000000 Penalty: 3289.943848
	Iteration 71Q: 3 clusters Score -2238350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2238351.000000 Penalty: 3289.943848
	Iteration 72Q: 3 clusters Score -2238351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2238353.000000 Penalty: 3289.943848
	Iteration 73Q: 3 clusters Score -2238353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2238353.000000 Penalty: 3289.943848
	Iteration 74F: 3 clusters Score -2238353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Entering Unmasked Estep 
Score: -2297119.000000 Penalty: 1641.530151
	Iteration 0F: 2 clusters Score -2297119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2280635.500000 Penalty: 3283.060303
	Iteration 0F: 3 clusters Score -2280636 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2286722.000000 Penalty: 3283.060303
	Iteration 1F: 3 clusters Score -2286722 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2287118.750000 Penalty: 3283.060303
	Iteration 2Q: 3 clusters Score -2287119 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2287545.750000 Penalty: 3283.060303
	Iteration 3Q: 3 clusters Score -2287546 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2287981.250000 Penalty: 3283.060303
	Iteration 4Q: 3 clusters Score -2287981 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2288503.750000 Penalty: 3283.060303
	Iteration 5Q: 3 clusters Score -2288504 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2289085.000000 Penalty: 3283.060303
	Iteration 6Q: 3 clusters Score -2289085 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2289864.750000 Penalty: 3283.060303
	Iteration 7F: 3 clusters Score -2289865 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2290825.000000 Penalty: 3283.060303
	Iteration 8F: 3 clusters Score -2290825 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2291844.500000 Penalty: 3283.060303
	Iteration 9F: 3 clusters Score -2291844 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2292609.750000 Penalty: 3283.060303
	Iteration 10F: 3 clusters Score -2292610 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2293020.000000 Penalty: 3283.060303
	Iteration 11Q: 3 clusters Score -2293020 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2293227.750000 Penalty: 3283.060303
	Iteration 12Q: 3 clusters Score -2293228 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2293376.250000 Penalty: 3283.060303
	Iteration 13Q: 3 clusters Score -2293376 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2293479.250000 Penalty: 3283.060303
	Iteration 14Q: 3 clusters Score -2293479 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2293581.500000 Penalty: 3283.060303
	Iteration 15Q: 3 clusters Score -2293582 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2293677.250000 Penalty: 3283.060303
	Iteration 16Q: 3 clusters Score -2293677 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2293757.500000 Penalty: 3283.060303
	Iteration 17Q: 3 clusters Score -2293758 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2293831.250000 Penalty: 3283.060303
	Iteration 18Q: 3 clusters Score -2293831 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2293912.000000 Penalty: 3283.060303
	Iteration 19Q: 3 clusters Score -2293912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2293973.250000 Penalty: 3283.060303
	Iteration 20F: 3 clusters Score -2293973 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2294036.000000 Penalty: 3283.060303
	Iteration 21Q: 3 clusters Score -2294036 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2294093.500000 Penalty: 3283.060303
	Iteration 22Q: 3 clusters Score -2294094 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2294149.250000 Penalty: 3283.060303
	Iteration 23Q: 3 clusters Score -2294149 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2294204.000000 Penalty: 3283.060303
	Iteration 24Q: 3 clusters Score -2294204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2294238.750000 Penalty: 3283.060303
	Iteration 25Q: 3 clusters Score -2294239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2294282.000000 Penalty: 3283.060303
	Iteration 26Q: 3 clusters Score -2294282 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2294327.250000 Penalty: 3283.060303
	Iteration 27Q: 3 clusters Score -2294327 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2294373.250000 Penalty: 3283.060303
	Iteration 28Q: 3 clusters Score -2294373 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2294428.750000 Penalty: 3283.060303
	Iteration 29Q: 3 clusters Score -2294429 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2294484.500000 Penalty: 3283.060303
	Iteration 30Q: 3 clusters Score -2294484 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2294529.750000 Penalty: 3283.060303
	Iteration 31Q: 3 clusters Score -2294530 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2294587.000000 Penalty: 3283.060303
	Iteration 32Q: 3 clusters Score -2294587 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2294629.750000 Penalty: 3283.060303
	Iteration 33Q: 3 clusters Score -2294630 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2294668.000000 Penalty: 3283.060303
	Iteration 34Q: 3 clusters Score -2294668 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2294714.750000 Penalty: 3283.060303
	Iteration 35Q: 3 clusters Score -2294715 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2294747.000000 Penalty: 3283.060303
	Iteration 36Q: 3 clusters Score -2294747 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2294774.000000 Penalty: 3283.060303
	Iteration 37Q: 3 clusters Score -2294774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2294781.000000 Penalty: 3283.060303
	Iteration 38Q: 3 clusters Score -2294781 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2294817.000000 Penalty: 3283.060303
	Iteration 39Q: 3 clusters Score -2294817 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2294843.250000 Penalty: 3283.060303
	Iteration 40F: 3 clusters Score -2294843 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2294866.000000 Penalty: 3283.060303
	Iteration 41Q: 3 clusters Score -2294866 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2294889.250000 Penalty: 3283.060303
	Iteration 42Q: 3 clusters Score -2294889 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2294914.250000 Penalty: 3283.060303
	Iteration 43Q: 3 clusters Score -2294914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2294936.500000 Penalty: 3283.060303
	Iteration 44Q: 3 clusters Score -2294936 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2294956.750000 Penalty: 3283.060303
	Iteration 45Q: 3 clusters Score -2294957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2294986.250000 Penalty: 3283.060303
	Iteration 46Q: 3 clusters Score -2294986 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2295012.500000 Penalty: 3283.060303
	Iteration 47Q: 3 clusters Score -2295012 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2295050.250000 Penalty: 3283.060303
	Iteration 48Q: 3 clusters Score -2295050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2295076.250000 Penalty: 3283.060303
	Iteration 49Q: 3 clusters Score -2295076 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2295096.250000 Penalty: 3283.060303
	Iteration 50Q: 3 clusters Score -2295096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2295123.750000 Penalty: 3283.060303
	Iteration 51Q: 3 clusters Score -2295124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2295155.000000 Penalty: 3283.060303
	Iteration 52Q: 3 clusters Score -2295155 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2295165.750000 Penalty: 3283.060303
	Iteration 53Q: 3 clusters Score -2295166 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2295195.250000 Penalty: 3283.060303
	Iteration 54Q: 3 clusters Score -2295195 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2295226.500000 Penalty: 3283.060303
	Iteration 55Q: 3 clusters Score -2295226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2295242.750000 Penalty: 3283.060303
	Iteration 56Q: 3 clusters Score -2295243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2295265.000000 Penalty: 3283.060303
	Iteration 57Q: 3 clusters Score -2295265 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2295282.250000 Penalty: 3283.060303
	Iteration 58Q: 3 clusters Score -2295282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2295296.500000 Penalty: 3283.060303
	Iteration 59Q: 3 clusters Score -2295296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2295315.250000 Penalty: 3283.060303
	Iteration 60F: 3 clusters Score -2295315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2295331.250000 Penalty: 3283.060303
	Iteration 61Q: 3 clusters Score -2295331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2295348.500000 Penalty: 3283.060303
	Iteration 62Q: 3 clusters Score -2295348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2295352.000000 Penalty: 3283.060303
	Iteration 63Q: 3 clusters Score -2295352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2295361.250000 Penalty: 3283.060303
	Iteration 64Q: 3 clusters Score -2295361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2295378.000000 Penalty: 3283.060303
	Iteration 65Q: 3 clusters Score -2295378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2295385.250000 Penalty: 3283.060303
	Iteration 66Q: 3 clusters Score -2295385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2295392.000000 Penalty: 3283.060303
	Iteration 67Q: 3 clusters Score -2295392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2295396.250000 Penalty: 3283.060303
	Iteration 68Q: 3 clusters Score -2295396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2295404.000000 Penalty: 3283.060303
	Iteration 69Q: 3 clusters Score -2295404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2295409.000000 Penalty: 3283.060303
	Iteration 70Q: 3 clusters Score -2295409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2295418.000000 Penalty: 3283.060303
	Iteration 71Q: 3 clusters Score -2295418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2295420.750000 Penalty: 3283.060303
	Iteration 72Q: 3 clusters Score -2295421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2295432.250000 Penalty: 3283.060303
	Iteration 73Q: 3 clusters Score -2295432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2295437.750000 Penalty: 3283.060303
	Iteration 74Q: 3 clusters Score -2295438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2295445.250000 Penalty: 3283.060303
	Iteration 75Q: 3 clusters Score -2295445 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2295461.750000 Penalty: 3283.060303
	Iteration 76Q: 3 clusters Score -2295462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2295471.000000 Penalty: 3283.060303
	Iteration 77Q: 3 clusters Score -2295471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2295482.500000 Penalty: 3283.060303
	Iteration 78Q: 3 clusters Score -2295482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2295497.250000 Penalty: 3283.060303
	Iteration 79Q: 3 clusters Score -2295497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2295516.250000 Penalty: 3283.060303
	Iteration 80F: 3 clusters Score -2295516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2295526.750000 Penalty: 3283.060303
	Iteration 81Q: 3 clusters Score -2295527 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2295538.500000 Penalty: 3283.060303
	Iteration 82Q: 3 clusters Score -2295538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2295555.750000 Penalty: 3283.060303
	Iteration 83Q: 3 clusters Score -2295556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2295564.500000 Penalty: 3283.060303
	Iteration 84Q: 3 clusters Score -2295564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2295582.750000 Penalty: 3283.060303
	Iteration 85Q: 3 clusters Score -2295583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2295595.500000 Penalty: 3283.060303
	Iteration 86Q: 3 clusters Score -2295596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2295608.750000 Penalty: 3283.060303
	Iteration 87Q: 3 clusters Score -2295609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2295620.750000 Penalty: 3283.060303
	Iteration 88Q: 3 clusters Score -2295621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2295640.000000 Penalty: 3283.060303
	Iteration 89Q: 3 clusters Score -2295640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2295655.750000 Penalty: 3283.060303
	Iteration 90Q: 3 clusters Score -2295656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2295672.000000 Penalty: 3283.060303
	Iteration 91Q: 3 clusters Score -2295672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2295682.500000 Penalty: 3283.060303
	Iteration 92Q: 3 clusters Score -2295682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2295687.250000 Penalty: 3283.060303
	Iteration 93Q: 3 clusters Score -2295687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2295706.000000 Penalty: 3283.060303
	Iteration 94Q: 3 clusters Score -2295706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2295722.500000 Penalty: 3283.060303
	Iteration 95Q: 3 clusters Score -2295722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2295726.750000 Penalty: 3283.060303
	Iteration 96Q: 3 clusters Score -2295727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2295735.750000 Penalty: 3283.060303
	Iteration 97Q: 3 clusters Score -2295736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2295751.500000 Penalty: 3283.060303
	Iteration 98Q: 3 clusters Score -2295752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2295757.750000 Penalty: 3283.060303
	Iteration 99Q: 3 clusters Score -2295758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2295759.250000 Penalty: 3283.060303
	Iteration 100F: 3 clusters Score -2295759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2295756.750000 Penalty: 3283.060303
	Iteration 101Q: 3 clusters Score -2295757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2295764.750000 Penalty: 3283.060303
	Iteration 102Q: 3 clusters Score -2295765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2295773.500000 Penalty: 3283.060303
	Iteration 103Q: 3 clusters Score -2295774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2295778.000000 Penalty: 3283.060303
	Iteration 104Q: 3 clusters Score -2295778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2295783.000000 Penalty: 3283.060303
	Iteration 105Q: 3 clusters Score -2295783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2295787.250000 Penalty: 3283.060303
	Iteration 106Q: 3 clusters Score -2295787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2295790.500000 Penalty: 3283.060303
	Iteration 107Q: 3 clusters Score -2295790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2295792.750000 Penalty: 3283.060303
	Iteration 108Q: 3 clusters Score -2295793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2295802.250000 Penalty: 3283.060303
	Iteration 109Q: 3 clusters Score -2295802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2295803.750000 Penalty: 3283.060303
	Iteration 110Q: 3 clusters Score -2295804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2295810.000000 Penalty: 3283.060303
	Iteration 111Q: 3 clusters Score -2295810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2295821.500000 Penalty: 3283.060303
	Iteration 112Q: 3 clusters Score -2295822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2295826.250000 Penalty: 3283.060303
	Iteration 113Q: 3 clusters Score -2295826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2295832.250000 Penalty: 3283.060303
	Iteration 114Q: 3 clusters Score -2295832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2295840.000000 Penalty: 3283.060303
	Iteration 115Q: 3 clusters Score -2295840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2295848.250000 Penalty: 3283.060303
	Iteration 116Q: 3 clusters Score -2295848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2295852.750000 Penalty: 3283.060303
	Iteration 117Q: 3 clusters Score -2295853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2295852.000000 Penalty: 3283.060303
	Iteration 118Q: 3 clusters Score -2295852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2295854.500000 Penalty: 3283.060303
	Iteration 119Q: 3 clusters Score -2295854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2295856.500000 Penalty: 3283.060303
	Iteration 120F: 3 clusters Score -2295856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2295855.750000 Penalty: 3283.060303
	Iteration 121Q: 3 clusters Score -2295856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2295858.250000 Penalty: 3283.060303
	Iteration 122Q: 3 clusters Score -2295858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2295858.500000 Penalty: 3283.060303
	Iteration 123Q: 3 clusters Score -2295858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2295858.000000 Penalty: 3283.060303
	Iteration 124Q: 3 clusters Score -2295858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2295858.000000 Penalty: 3283.060303
	Iteration 125F: 3 clusters Score -2295858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Entering Unmasked Estep 
Score: -5695585.000000 Penalty: 1790.295288
	Iteration 0F: 2 clusters Score -5695585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -5654936.500000 Penalty: 3580.590576
	Iteration 0F: 3 clusters Score -5654936 nChanged 28557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5671208.000000 Penalty: 3580.590576
	Iteration 1F: 3 clusters Score -5671208 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5671628.000000 Penalty: 3580.590576
	Iteration 2Q: 3 clusters Score -5671628 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -5672053.500000 Penalty: 3580.590576
	Iteration 3Q: 3 clusters Score -5672054 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5672641.500000 Penalty: 3580.590576
	Iteration 4Q: 3 clusters Score -5672642 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5673547.000000 Penalty: 3580.590576
	Iteration 5Q: 3 clusters Score -5673547 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -5674956.500000 Penalty: 3580.590576
	Iteration 6Q: 3 clusters Score -5674956 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -5677221.500000 Penalty: 3580.590576
	Iteration 7F: 3 clusters Score -5677222 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5680421.000000 Penalty: 3580.590576
	Iteration 8F: 3 clusters Score -5680421 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -5684119.000000 Penalty: 3580.590576
	Iteration 9F: 3 clusters Score -5684119 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -5687142.500000 Penalty: 3580.590576
	Iteration 10F: 3 clusters Score -5687142 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5689235.500000 Penalty: 3580.590576
	Iteration 11Q: 3 clusters Score -5689236 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -5690454.500000 Penalty: 3580.590576
	Iteration 12Q: 3 clusters Score -5690454 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -5691309.000000 Penalty: 3580.590576
	Iteration 13Q: 3 clusters Score -5691309 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5691874.500000 Penalty: 3580.590576
	Iteration 14Q: 3 clusters Score -5691874 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5692367.000000 Penalty: 3580.590576
	Iteration 15Q: 3 clusters Score -5692367 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -5692739.000000 Penalty: 3580.590576
	Iteration 16Q: 3 clusters Score -5692739 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5693019.500000 Penalty: 3580.590576
	Iteration 17Q: 3 clusters Score -5693020 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5693225.500000 Penalty: 3580.590576
	Iteration 18Q: 3 clusters Score -5693226 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5693402.500000 Penalty: 3580.590576
	Iteration 19Q: 3 clusters Score -5693402 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5693547.000000 Penalty: 3580.590576
	Iteration 20F: 3 clusters Score -5693547 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5693636.500000 Penalty: 3580.590576
	Iteration 21Q: 3 clusters Score -5693636 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5693728.000000 Penalty: 3580.590576
	Iteration 22Q: 3 clusters Score -5693728 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5693835.500000 Penalty: 3580.590576
	Iteration 23Q: 3 clusters Score -5693836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5693881.500000 Penalty: 3580.590576
	Iteration 24Q: 3 clusters Score -5693882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5693918.500000 Penalty: 3580.590576
	Iteration 25Q: 3 clusters Score -5693918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5693949.000000 Penalty: 3580.590576
	Iteration 26Q: 3 clusters Score -5693949 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5693968.000000 Penalty: 3580.590576
	Iteration 27Q: 3 clusters Score -5693968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5693971.000000 Penalty: 3580.590576
	Iteration 28Q: 3 clusters Score -5693971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5693995.500000 Penalty: 3580.590576
	Iteration 29Q: 3 clusters Score -5693996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5694016.500000 Penalty: 3580.590576
	Iteration 30Q: 3 clusters Score -5694016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5694030.000000 Penalty: 3580.590576
	Iteration 31Q: 3 clusters Score -5694030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5694039.500000 Penalty: 3580.590576
	Iteration 32Q: 3 clusters Score -5694040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5694058.500000 Penalty: 3580.590576
	Iteration 33Q: 3 clusters Score -5694058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5694068.000000 Penalty: 3580.590576
	Iteration 34Q: 3 clusters Score -5694068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5694077.000000 Penalty: 3580.590576
	Iteration 35Q: 3 clusters Score -5694077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5694084.500000 Penalty: 3580.590576
	Iteration 36Q: 3 clusters Score -5694084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5694097.500000 Penalty: 3580.590576
	Iteration 37Q: 3 clusters Score -5694098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5694115.000000 Penalty: 3580.590576
	Iteration 38Q: 3 clusters Score -5694115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5694128.000000 Penalty: 3580.590576
	Iteration 39Q: 3 clusters Score -5694128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5694134.500000 Penalty: 3580.590576
	Iteration 40F: 3 clusters Score -5694134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5694145.000000 Penalty: 3580.590576
	Iteration 41Q: 3 clusters Score -5694145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5694150.500000 Penalty: 3580.590576
	Iteration 42Q: 3 clusters Score -5694150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5694156.500000 Penalty: 3580.590576
	Iteration 43Q: 3 clusters Score -5694156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5694158.500000 Penalty: 3580.590576
	Iteration 44Q: 3 clusters Score -5694158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5694171.500000 Penalty: 3580.590576
	Iteration 45Q: 3 clusters Score -5694172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5694169.500000 Penalty: 3580.590576
	Iteration 46Q: 3 clusters Score -5694170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5694174.500000 Penalty: 3580.590576
	Iteration 47Q: 3 clusters Score -5694174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5694170.000000 Penalty: 3580.590576
	Iteration 48Q: 3 clusters Score -5694170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5694179.000000 Penalty: 3580.590576
	Iteration 49Q: 3 clusters Score -5694179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5694182.500000 Penalty: 3580.590576
	Iteration 50Q: 3 clusters Score -5694182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5694186.500000 Penalty: 3580.590576
	Iteration 51Q: 3 clusters Score -5694186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5694187.000000 Penalty: 3580.590576
	Iteration 52Q: 3 clusters Score -5694187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5694196.000000 Penalty: 3580.590576
	Iteration 53Q: 3 clusters Score -5694196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5694207.500000 Penalty: 3580.590576
	Iteration 54Q: 3 clusters Score -5694208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5694196.000000 Penalty: 3580.590576
	Iteration 55Q: 3 clusters Score -5694196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5694197.500000 Penalty: 3580.590576
	Iteration 56Q: 3 clusters Score -5694198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5694198.500000 Penalty: 3580.590576
	Iteration 57Q: 3 clusters Score -5694198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5694199.500000 Penalty: 3580.590576
	Iteration 58Q: 3 clusters Score -5694200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5694203.500000 Penalty: 3580.590576
	Iteration 59Q: 3 clusters Score -5694204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5694198.500000 Penalty: 3580.590576
	Iteration 60F: 3 clusters Score -5694198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5694201.000000 Penalty: 3580.590576
	Iteration 61Q: 3 clusters Score -5694201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5694204.500000 Penalty: 3580.590576
	Iteration 62Q: 3 clusters Score -5694204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5694210.000000 Penalty: 3580.590576
	Iteration 63Q: 3 clusters Score -5694210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5694207.500000 Penalty: 3580.590576
	Iteration 64Q: 3 clusters Score -5694208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5694206.500000 Penalty: 3580.590576
	Iteration 65Q: 3 clusters Score -5694206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5694206.500000 Penalty: 3580.590576
	Iteration 66F: 3 clusters Score -5694206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (324865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324865 members 
Entering Unmasked Estep 
Score: -29690118.000000 Penalty: 2062.314209
	Iteration 0F: 2 clusters Score -2.969012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161926 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -29482126.000000 Penalty: 4124.628418
	Iteration 0F: 3 clusters Score -2.948213e+07 nChanged 158451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151541 members 
Mstep: Class 2 contains 173324 members 
Entering Unmasked Estep 
Score: -29577530.000000 Penalty: 4124.628418
	Iteration 1F: 3 clusters Score -2.957753e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144125 members 
Mstep: Class 2 contains 180740 members 
Entering Unmasked Estep 
Score: -29580254.000000 Penalty: 4124.628418
	Iteration 2Q: 3 clusters Score -2.958025e+07 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132210 members 
Mstep: Class 2 contains 192655 members 
Entering Unmasked Estep 
Score: -29585796.000000 Penalty: 4124.628418
	Iteration 3Q: 3 clusters Score -2.95858e+07 nChanged 18956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 210927 members 
Entering Unmasked Estep 
Score: -29596022.000000 Penalty: 4124.628418
	Iteration 4F: 3 clusters Score -2.959602e+07 nChanged 26506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 237053 members 
Entering Unmasked Estep 
Score: -29615902.000000 Penalty: 4124.628418
	Iteration 5F: 3 clusters Score -2.96159e+07 nChanged 31831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 268722 members 
Entering Unmasked Estep 
Score: -29645916.000000 Penalty: 4124.628418
	Iteration 6F: 3 clusters Score -2.964592e+07 nChanged 28322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 296952 members 
Entering Unmasked Estep 
Score: -29674454.000000 Penalty: 4124.628418
	Iteration 7F: 3 clusters Score -2.967445e+07 nChanged 16040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 312882 members 
Entering Unmasked Estep 
Score: -29685806.000000 Penalty: 4124.628418
	Iteration 8Q: 3 clusters Score -2.968581e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 318337 members 
Entering Unmasked Estep 
Score: -29689552.000000 Penalty: 4124.628418
	Iteration 9Q: 3 clusters Score -2.968955e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 319564 members 
Entering Unmasked Estep 
Score: -29691410.000000 Penalty: 4124.628418
	Iteration 10Q: 3 clusters Score -2.969141e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 319565 members 
Entering Unmasked Estep 
Score: -29692536.000000 Penalty: 4124.628418
	Iteration 11Q: 3 clusters Score -2.969254e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 319285 members 
Entering Unmasked Estep 
Score: -29693048.000000 Penalty: 4124.628418
	Iteration 12Q: 3 clusters Score -2.969305e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 318980 members 
Entering Unmasked Estep 
Score: -29693310.000000 Penalty: 4124.628418
	Iteration 13Q: 3 clusters Score -2.969331e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 318677 members 
Entering Unmasked Estep 
Score: -29693616.000000 Penalty: 4124.628418
	Iteration 14Q: 3 clusters Score -2.969362e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 318408 members 
Entering Unmasked Estep 
Score: -29693826.000000 Penalty: 4124.628418
	Iteration 15Q: 3 clusters Score -2.969383e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 318172 members 
Entering Unmasked Estep 
Score: -29693956.000000 Penalty: 4124.628418
	Iteration 16Q: 3 clusters Score -2.969396e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 317971 members 
Entering Unmasked Estep 
Score: -29694018.000000 Penalty: 4124.628418
	Iteration 17Q: 3 clusters Score -2.969402e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 317796 members 
Entering Unmasked Estep 
Score: -29694054.000000 Penalty: 4124.628418
	Iteration 18Q: 3 clusters Score -2.969405e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 317668 members 
Entering Unmasked Estep 
Score: -29694154.000000 Penalty: 4124.628418
	Iteration 19Q: 3 clusters Score -2.969415e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 317567 members 
Entering Unmasked Estep 
Score: -29694202.000000 Penalty: 4124.628418
	Iteration 20F: 3 clusters Score -2.96942e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 317470 members 
Entering Unmasked Estep 
Score: -29694286.000000 Penalty: 4124.628418
	Iteration 21Q: 3 clusters Score -2.969429e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 317377 members 
Entering Unmasked Estep 
Score: -29694320.000000 Penalty: 4124.628418
	Iteration 22Q: 3 clusters Score -2.969432e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 317295 members 
Entering Unmasked Estep 
Score: -29694360.000000 Penalty: 4124.628418
	Iteration 23Q: 3 clusters Score -2.969436e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 317228 members 
Entering Unmasked Estep 
Score: -29694394.000000 Penalty: 4124.628418
	Iteration 24Q: 3 clusters Score -2.969439e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 317168 members 
Entering Unmasked Estep 
Score: -29694406.000000 Penalty: 4124.628418
	Iteration 25Q: 3 clusters Score -2.969441e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 317106 members 
Entering Unmasked Estep 
Score: -29694436.000000 Penalty: 4124.628418
	Iteration 26Q: 3 clusters Score -2.969444e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 317039 members 
Entering Unmasked Estep 
Score: -29694444.000000 Penalty: 4124.628418
	Iteration 27Q: 3 clusters Score -2.969444e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 316958 members 
Entering Unmasked Estep 
Score: -29694498.000000 Penalty: 4124.628418
	Iteration 28Q: 3 clusters Score -2.96945e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 316891 members 
Entering Unmasked Estep 
Score: -29694544.000000 Penalty: 4124.628418
	Iteration 29Q: 3 clusters Score -2.969454e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 316843 members 
Entering Unmasked Estep 
Score: -29694534.000000 Penalty: 4124.628418
	Iteration 30Q: 3 clusters Score -2.969453e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 316805 members 
Entering Unmasked Estep 
Score: -29694556.000000 Penalty: 4124.628418
	Iteration 31Q: 3 clusters Score -2.969456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 316767 members 
Entering Unmasked Estep 
Score: -29694622.000000 Penalty: 4124.628418
	Iteration 32Q: 3 clusters Score -2.969462e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 316730 members 
Entering Unmasked Estep 
Score: -29694598.000000 Penalty: 4124.628418
	Iteration 33Q: 3 clusters Score -2.96946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 316702 members 
Entering Unmasked Estep 
Score: -29694622.000000 Penalty: 4124.628418
	Iteration 34Q: 3 clusters Score -2.969462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 316681 members 
Entering Unmasked Estep 
Score: -29694632.000000 Penalty: 4124.628418
	Iteration 35Q: 3 clusters Score -2.969463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 316654 members 
Entering Unmasked Estep 
Score: -29694646.000000 Penalty: 4124.628418
	Iteration 36Q: 3 clusters Score -2.969465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 316645 members 
Entering Unmasked Estep 
Score: -29694654.000000 Penalty: 4124.628418
	Iteration 37Q: 3 clusters Score -2.969465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 316639 members 
Entering Unmasked Estep 
Score: -29694642.000000 Penalty: 4124.628418
	Iteration 38Q: 3 clusters Score -2.969464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 316630 members 
Entering Unmasked Estep 
Score: -29694650.000000 Penalty: 4124.628418
	Iteration 39Q: 3 clusters Score -2.969465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 316623 members 
Entering Unmasked Estep 
Score: -29694660.000000 Penalty: 4124.628418
	Iteration 40F: 3 clusters Score -2.969466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 316616 members 
Entering Unmasked Estep 
Score: -29694658.000000 Penalty: 4124.628418
	Iteration 41Q: 3 clusters Score -2.969466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 316615 members 
Entering Unmasked Estep 
Score: -29694666.000000 Penalty: 4124.628418
	Iteration 42Q: 3 clusters Score -2.969467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 316615 members 
Entering Unmasked Estep 
Score: -29694676.000000 Penalty: 4124.628418
	Iteration 43Q: 3 clusters Score -2.969468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 316615 members 
Entering Unmasked Estep 
Score: -29694662.000000 Penalty: 4124.628418
	Iteration 44Q: 3 clusters Score -2.969466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 316611 members 
Entering Unmasked Estep 
Score: -29694682.000000 Penalty: 4124.628418
	Iteration 45Q: 3 clusters Score -2.969468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 316608 members 
Entering Unmasked Estep 
Score: -29694672.000000 Penalty: 4124.628418
	Iteration 46Q: 3 clusters Score -2.969467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 316607 members 
Entering Unmasked Estep 
Score: -29694676.000000 Penalty: 4124.628418
	Iteration 47Q: 3 clusters Score -2.969468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 316606 members 
Entering Unmasked Estep 
Score: -29694672.000000 Penalty: 4124.628418
	Iteration 48Q: 3 clusters Score -2.969467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 316604 members 
Entering Unmasked Estep 
Score: -29694676.000000 Penalty: 4124.628418
	Iteration 49Q: 3 clusters Score -2.969468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 316603 members 
Entering Unmasked Estep 
Score: -29694668.000000 Penalty: 4124.628418
	Iteration 50Q: 3 clusters Score -2.969467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 316603 members 
Entering Unmasked Estep 
Score: -29694668.000000 Penalty: 4124.628418
	Iteration 51F: 3 clusters Score -2.969467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 24907 members 
Mstep: Class 3 contains 24385 members 
Mstep: Class 4 contains 60913 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 316603 members 
Mstep: Class 10 contains 44975 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 20 contains 37821 members 
Mstep: Class 21 contains 2056 members 
Entering Unmasked Estep 
Score: -54539732.000000 Penalty: 30277.972656
Splitting cluster 5 changes total score from -54535880.000000 to -54539732.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -86114.406250 Penalty: 1133.200806
	Iteration 0F: 2 clusters Score -86114.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -84642.593750 Penalty: 2266.401611
	Iteration 0F: 3 clusters Score -84642.59 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84938.289062 Penalty: 2266.401611
	Iteration 1F: 3 clusters Score -84938.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -85059.171875 Penalty: 2266.401611
	Iteration 2F: 3 clusters Score -85059.17 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -85138.210938 Penalty: 2266.401611
	Iteration 3F: 3 clusters Score -85138.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -85196.921875 Penalty: 2266.401611
	Iteration 4Q: 3 clusters Score -85196.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85230.023438 Penalty: 2266.401611
	Iteration 5Q: 3 clusters Score -85230.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -85257.023438 Penalty: 2266.401611
	Iteration 6Q: 3 clusters Score -85257.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -85308.585938 Penalty: 2266.401611
	Iteration 7Q: 3 clusters Score -85308.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -85339.710938 Penalty: 2266.401611
	Iteration 8Q: 3 clusters Score -85339.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -85364.234375 Penalty: 2266.401611
	Iteration 9Q: 3 clusters Score -85364.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85382.945312 Penalty: 2266.401611
	Iteration 10Q: 3 clusters Score -85382.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85391.453125 Penalty: 2266.401611
	Iteration 11Q: 3 clusters Score -85391.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -85399.617188 Penalty: 2266.401611
	Iteration 12Q: 3 clusters Score -85399.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -85404.406250 Penalty: 2266.401611
	Iteration 13Q: 3 clusters Score -85404.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -85408.875000 Penalty: 2266.401611
	Iteration 14Q: 3 clusters Score -85408.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -85412.945312 Penalty: 2266.401611
	Iteration 15Q: 3 clusters Score -85412.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -85415.023438 Penalty: 2266.401611
	Iteration 16Q: 3 clusters Score -85415.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -85416.273438 Penalty: 2266.401611
	Iteration 17Q: 3 clusters Score -85416.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -85416.750000 Penalty: 2266.401611
	Iteration 18Q: 3 clusters Score -85416.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -85416.750000 Penalty: 2266.401611
	Iteration 19F: 3 clusters Score -85416.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Entering Unmasked Estep 
Score: -1382687.875000 Penalty: 1558.187378
	Iteration 0F: 2 clusters Score -1382688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1372511.000000 Penalty: 3116.374756
	Iteration 0F: 3 clusters Score -1372511 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1375989.250000 Penalty: 3116.374756
	Iteration 1F: 3 clusters Score -1375989 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1376299.500000 Penalty: 3116.374756
	Iteration 2F: 3 clusters Score -1376300 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1376579.250000 Penalty: 3116.374756
	Iteration 3Q: 3 clusters Score -1376579 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1376891.000000 Penalty: 3116.374756
	Iteration 4Q: 3 clusters Score -1376891 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1377229.750000 Penalty: 3116.374756
	Iteration 5Q: 3 clusters Score -1377230 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1377597.375000 Penalty: 3116.374756
	Iteration 6Q: 3 clusters Score -1377597 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1378021.375000 Penalty: 3116.374756
	Iteration 7Q: 3 clusters Score -1378021 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1378531.625000 Penalty: 3116.374756
	Iteration 8F: 3 clusters Score -1378532 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1379009.500000 Penalty: 3116.374756
	Iteration 9F: 3 clusters Score -1379010 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1379403.375000 Penalty: 3116.374756
	Iteration 10Q: 3 clusters Score -1379403 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1379687.875000 Penalty: 3116.374756
	Iteration 11Q: 3 clusters Score -1379688 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1379881.625000 Penalty: 3116.374756
	Iteration 12Q: 3 clusters Score -1379882 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1379986.625000 Penalty: 3116.374756
	Iteration 13Q: 3 clusters Score -1379987 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1380051.000000 Penalty: 3116.374756
	Iteration 14Q: 3 clusters Score -1380051 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1380094.125000 Penalty: 3116.374756
	Iteration 15Q: 3 clusters Score -1380094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1380124.125000 Penalty: 3116.374756
	Iteration 16Q: 3 clusters Score -1380124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1380149.000000 Penalty: 3116.374756
	Iteration 17Q: 3 clusters Score -1380149 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1380169.250000 Penalty: 3116.374756
	Iteration 18Q: 3 clusters Score -1380169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1380192.625000 Penalty: 3116.374756
	Iteration 19Q: 3 clusters Score -1380193 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1380207.875000 Penalty: 3116.374756
	Iteration 20F: 3 clusters Score -1380208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1380229.375000 Penalty: 3116.374756
	Iteration 21Q: 3 clusters Score -1380229 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1380235.375000 Penalty: 3116.374756
	Iteration 22Q: 3 clusters Score -1380235 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1380252.875000 Penalty: 3116.374756
	Iteration 23Q: 3 clusters Score -1380253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1380270.000000 Penalty: 3116.374756
	Iteration 24Q: 3 clusters Score -1380270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1380281.500000 Penalty: 3116.374756
	Iteration 25Q: 3 clusters Score -1380282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1380292.625000 Penalty: 3116.374756
	Iteration 26Q: 3 clusters Score -1380293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1380306.875000 Penalty: 3116.374756
	Iteration 27Q: 3 clusters Score -1380307 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1380316.625000 Penalty: 3116.374756
	Iteration 28Q: 3 clusters Score -1380317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1380323.125000 Penalty: 3116.374756
	Iteration 29Q: 3 clusters Score -1380323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1380336.500000 Penalty: 3116.374756
	Iteration 30Q: 3 clusters Score -1380336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1380352.125000 Penalty: 3116.374756
	Iteration 31Q: 3 clusters Score -1380352 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1380367.625000 Penalty: 3116.374756
	Iteration 32Q: 3 clusters Score -1380368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1380377.500000 Penalty: 3116.374756
	Iteration 33Q: 3 clusters Score -1380378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1380395.625000 Penalty: 3116.374756
	Iteration 34Q: 3 clusters Score -1380396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1380406.750000 Penalty: 3116.374756
	Iteration 35Q: 3 clusters Score -1380407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1380417.250000 Penalty: 3116.374756
	Iteration 36Q: 3 clusters Score -1380417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1380429.625000 Penalty: 3116.374756
	Iteration 37Q: 3 clusters Score -1380430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1380442.625000 Penalty: 3116.374756
	Iteration 38Q: 3 clusters Score -1380443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1380451.250000 Penalty: 3116.374756
	Iteration 39Q: 3 clusters Score -1380451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1380462.000000 Penalty: 3116.374756
	Iteration 40F: 3 clusters Score -1380462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1380480.500000 Penalty: 3116.374756
	Iteration 41Q: 3 clusters Score -1380480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1380500.375000 Penalty: 3116.374756
	Iteration 42Q: 3 clusters Score -1380500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1380520.875000 Penalty: 3116.374756
	Iteration 43Q: 3 clusters Score -1380521 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1380546.500000 Penalty: 3116.374756
	Iteration 44Q: 3 clusters Score -1380546 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1380575.750000 Penalty: 3116.374756
	Iteration 45Q: 3 clusters Score -1380576 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1380605.250000 Penalty: 3116.374756
	Iteration 46Q: 3 clusters Score -1380605 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1380634.000000 Penalty: 3116.374756
	Iteration 47Q: 3 clusters Score -1380634 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1380671.375000 Penalty: 3116.374756
	Iteration 48Q: 3 clusters Score -1380671 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1380709.500000 Penalty: 3116.374756
	Iteration 49Q: 3 clusters Score -1380710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1380743.375000 Penalty: 3116.374756
	Iteration 50Q: 3 clusters Score -1380743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1380782.500000 Penalty: 3116.374756
	Iteration 51Q: 3 clusters Score -1380782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1380826.750000 Penalty: 3116.374756
	Iteration 52Q: 3 clusters Score -1380827 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1380860.125000 Penalty: 3116.374756
	Iteration 53Q: 3 clusters Score -1380860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1380885.375000 Penalty: 3116.374756
	Iteration 54Q: 3 clusters Score -1380885 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1380905.750000 Penalty: 3116.374756
	Iteration 55Q: 3 clusters Score -1380906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1380925.500000 Penalty: 3116.374756
	Iteration 56Q: 3 clusters Score -1380926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1380942.375000 Penalty: 3116.374756
	Iteration 57Q: 3 clusters Score -1380942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1380962.125000 Penalty: 3116.374756
	Iteration 58Q: 3 clusters Score -1380962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1380977.750000 Penalty: 3116.374756
	Iteration 59Q: 3 clusters Score -1380978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1381001.125000 Penalty: 3116.374756
	Iteration 60F: 3 clusters Score -1381001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1381020.125000 Penalty: 3116.374756
	Iteration 61Q: 3 clusters Score -1381020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1381043.125000 Penalty: 3116.374756
	Iteration 62Q: 3 clusters Score -1381043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1381062.750000 Penalty: 3116.374756
	Iteration 63Q: 3 clusters Score -1381063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1381085.125000 Penalty: 3116.374756
	Iteration 64Q: 3 clusters Score -1381085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1381109.500000 Penalty: 3116.374756
	Iteration 65Q: 3 clusters Score -1381110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1381132.000000 Penalty: 3116.374756
	Iteration 66Q: 3 clusters Score -1381132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1381147.125000 Penalty: 3116.374756
	Iteration 67Q: 3 clusters Score -1381147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1381160.750000 Penalty: 3116.374756
	Iteration 68Q: 3 clusters Score -1381161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1381174.125000 Penalty: 3116.374756
	Iteration 69Q: 3 clusters Score -1381174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1381186.000000 Penalty: 3116.374756
	Iteration 70Q: 3 clusters Score -1381186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1381198.250000 Penalty: 3116.374756
	Iteration 71Q: 3 clusters Score -1381198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1381205.875000 Penalty: 3116.374756
	Iteration 72Q: 3 clusters Score -1381206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1381213.750000 Penalty: 3116.374756
	Iteration 73Q: 3 clusters Score -1381214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1381218.375000 Penalty: 3116.374756
	Iteration 74Q: 3 clusters Score -1381218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1381226.375000 Penalty: 3116.374756
	Iteration 75Q: 3 clusters Score -1381226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1381229.750000 Penalty: 3116.374756
	Iteration 76Q: 3 clusters Score -1381230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1381229.625000 Penalty: 3116.374756
	Iteration 77Q: 3 clusters Score -1381230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1381234.375000 Penalty: 3116.374756
	Iteration 78Q: 3 clusters Score -1381234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1381233.875000 Penalty: 3116.374756
	Iteration 79Q: 3 clusters Score -1381234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1381238.875000 Penalty: 3116.374756
	Iteration 80F: 3 clusters Score -1381239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1381234.875000 Penalty: 3116.374756
	Iteration 81Q: 3 clusters Score -1381235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1381235.625000 Penalty: 3116.374756
	Iteration 82Q: 3 clusters Score -1381236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1381239.750000 Penalty: 3116.374756
	Iteration 83Q: 3 clusters Score -1381240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1381239.250000 Penalty: 3116.374756
	Iteration 84Q: 3 clusters Score -1381239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1381239.250000 Penalty: 3116.374756
	Iteration 85F: 3 clusters Score -1381239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -389231.343750 Penalty: 1366.958984
	Iteration 0F: 2 clusters Score -389231.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -385630.687500 Penalty: 2733.917969
	Iteration 0F: 3 clusters Score -385630.7 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -386869.437500 Penalty: 2733.917969
	Iteration 1F: 3 clusters Score -386869.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -387404.375000 Penalty: 2733.917969
	Iteration 2F: 3 clusters Score -387404.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -387907.656250 Penalty: 2733.917969
	Iteration 3F: 3 clusters Score -387907.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -388330.375000 Penalty: 2733.917969
	Iteration 4F: 3 clusters Score -388330.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -388599.812500 Penalty: 2733.917969
	Iteration 5F: 3 clusters Score -388599.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -388744.437500 Penalty: 2733.917969
	Iteration 6Q: 3 clusters Score -388744.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -388823.812500 Penalty: 2733.917969
	Iteration 7Q: 3 clusters Score -388823.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -388858.000000 Penalty: 2733.917969
	Iteration 8Q: 3 clusters Score -388858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -388881.000000 Penalty: 2733.917969
	Iteration 9Q: 3 clusters Score -388881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -388894.843750 Penalty: 2733.917969
	Iteration 10Q: 3 clusters Score -388894.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -388901.062500 Penalty: 2733.917969
	Iteration 11Q: 3 clusters Score -388901.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -388906.750000 Penalty: 2733.917969
	Iteration 12Q: 3 clusters Score -388906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -388910.406250 Penalty: 2733.917969
	Iteration 13Q: 3 clusters Score -388910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -388913.093750 Penalty: 2733.917969
	Iteration 14Q: 3 clusters Score -388913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -388915.031250 Penalty: 2733.917969
	Iteration 15Q: 3 clusters Score -388915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -388918.468750 Penalty: 2733.917969
	Iteration 16Q: 3 clusters Score -388918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -388919.906250 Penalty: 2733.917969
	Iteration 17Q: 3 clusters Score -388919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -388923.312500 Penalty: 2733.917969
	Iteration 18Q: 3 clusters Score -388923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -388925.812500 Penalty: 2733.917969
	Iteration 19Q: 3 clusters Score -388925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -388927.062500 Penalty: 2733.917969
	Iteration 20F: 3 clusters Score -388927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -388926.937500 Penalty: 2733.917969
	Iteration 21Q: 3 clusters Score -388926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -388926.937500 Penalty: 2733.917969
	Iteration 22F: 3 clusters Score -388926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Entering Unmasked Estep 
Score: -4195918.000000 Penalty: 1741.002686
	Iteration 0F: 2 clusters Score -4195918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -4165890.250000 Penalty: 3482.005371
	Iteration 0F: 3 clusters Score -4165890 nChanged 21101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4177665.250000 Penalty: 3482.005371
	Iteration 1F: 3 clusters Score -4177665 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -4178174.000000 Penalty: 3482.005371
	Iteration 2Q: 3 clusters Score -4178174 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4178785.500000 Penalty: 3482.005371
	Iteration 3Q: 3 clusters Score -4178786 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4179658.500000 Penalty: 3482.005371
	Iteration 4Q: 3 clusters Score -4179658 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -4180755.000000 Penalty: 3482.005371
	Iteration 5Q: 3 clusters Score -4180755 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -4182058.250000 Penalty: 3482.005371
	Iteration 6F: 3 clusters Score -4182058 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4183568.250000 Penalty: 3482.005371
	Iteration 7F: 3 clusters Score -4183568 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4185251.500000 Penalty: 3482.005371
	Iteration 8F: 3 clusters Score -4185252 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4187168.750000 Penalty: 3482.005371
	Iteration 9F: 3 clusters Score -4187169 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4188832.000000 Penalty: 3482.005371
	Iteration 10F: 3 clusters Score -4188832 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4189764.000000 Penalty: 3482.005371
	Iteration 11Q: 3 clusters Score -4189764 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4190230.000000 Penalty: 3482.005371
	Iteration 12Q: 3 clusters Score -4190230 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4190504.000000 Penalty: 3482.005371
	Iteration 13Q: 3 clusters Score -4190504 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4190784.750000 Penalty: 3482.005371
	Iteration 14Q: 3 clusters Score -4190785 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4191074.000000 Penalty: 3482.005371
	Iteration 15Q: 3 clusters Score -4191074 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -4191337.750000 Penalty: 3482.005371
	Iteration 16Q: 3 clusters Score -4191338 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4191607.250000 Penalty: 3482.005371
	Iteration 17Q: 3 clusters Score -4191607 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4191828.750000 Penalty: 3482.005371
	Iteration 18Q: 3 clusters Score -4191829 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4192044.000000 Penalty: 3482.005371
	Iteration 19Q: 3 clusters Score -4192044 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4192244.250000 Penalty: 3482.005371
	Iteration 20F: 3 clusters Score -4192244 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4192393.250000 Penalty: 3482.005371
	Iteration 21Q: 3 clusters Score -4192393 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4192544.250000 Penalty: 3482.005371
	Iteration 22Q: 3 clusters Score -4192544 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4192648.250000 Penalty: 3482.005371
	Iteration 23Q: 3 clusters Score -4192648 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4192732.000000 Penalty: 3482.005371
	Iteration 24Q: 3 clusters Score -4192732 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4192826.000000 Penalty: 3482.005371
	Iteration 25Q: 3 clusters Score -4192826 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4192897.750000 Penalty: 3482.005371
	Iteration 26Q: 3 clusters Score -4192898 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -4193005.500000 Penalty: 3482.005371
	Iteration 27Q: 3 clusters Score -4193006 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4193073.750000 Penalty: 3482.005371
	Iteration 28Q: 3 clusters Score -4193074 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4193161.500000 Penalty: 3482.005371
	Iteration 29Q: 3 clusters Score -4193162 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4193242.500000 Penalty: 3482.005371
	Iteration 30Q: 3 clusters Score -4193242 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4193322.250000 Penalty: 3482.005371
	Iteration 31Q: 3 clusters Score -4193322 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4193381.000000 Penalty: 3482.005371
	Iteration 32Q: 3 clusters Score -4193381 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -4193446.250000 Penalty: 3482.005371
	Iteration 33Q: 3 clusters Score -4193446 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -4193530.500000 Penalty: 3482.005371
	Iteration 34Q: 3 clusters Score -4193530 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4193578.250000 Penalty: 3482.005371
	Iteration 35Q: 3 clusters Score -4193578 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4193621.000000 Penalty: 3482.005371
	Iteration 36Q: 3 clusters Score -4193621 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4193670.000000 Penalty: 3482.005371
	Iteration 37Q: 3 clusters Score -4193670 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4193717.250000 Penalty: 3482.005371
	Iteration 38Q: 3 clusters Score -4193717 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -4193764.500000 Penalty: 3482.005371
	Iteration 39Q: 3 clusters Score -4193764 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4193815.750000 Penalty: 3482.005371
	Iteration 40F: 3 clusters Score -4193816 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4193850.750000 Penalty: 3482.005371
	Iteration 41Q: 3 clusters Score -4193851 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4193880.500000 Penalty: 3482.005371
	Iteration 42Q: 3 clusters Score -4193880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -4193912.500000 Penalty: 3482.005371
	Iteration 43Q: 3 clusters Score -4193912 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4193941.500000 Penalty: 3482.005371
	Iteration 44Q: 3 clusters Score -4193942 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4193979.750000 Penalty: 3482.005371
	Iteration 45Q: 3 clusters Score -4193980 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4194045.500000 Penalty: 3482.005371
	Iteration 46Q: 3 clusters Score -4194046 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4194109.500000 Penalty: 3482.005371
	Iteration 47Q: 3 clusters Score -4194110 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -4194144.250000 Penalty: 3482.005371
	Iteration 48Q: 3 clusters Score -4194144 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4194199.500000 Penalty: 3482.005371
	Iteration 49Q: 3 clusters Score -4194200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4194239.250000 Penalty: 3482.005371
	Iteration 50Q: 3 clusters Score -4194239 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4194289.500000 Penalty: 3482.005371
	Iteration 51Q: 3 clusters Score -4194290 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4194310.000000 Penalty: 3482.005371
	Iteration 52Q: 3 clusters Score -4194310 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4194343.000000 Penalty: 3482.005371
	Iteration 53Q: 3 clusters Score -4194343 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4194368.500000 Penalty: 3482.005371
	Iteration 54Q: 3 clusters Score -4194368 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4194403.500000 Penalty: 3482.005371
	Iteration 55Q: 3 clusters Score -4194404 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4194415.000000 Penalty: 3482.005371
	Iteration 56Q: 3 clusters Score -4194415 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4194429.000000 Penalty: 3482.005371
	Iteration 57Q: 3 clusters Score -4194429 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4194471.000000 Penalty: 3482.005371
	Iteration 58Q: 3 clusters Score -4194471 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4194503.500000 Penalty: 3482.005371
	Iteration 59Q: 3 clusters Score -4194504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4194523.000000 Penalty: 3482.005371
	Iteration 60F: 3 clusters Score -4194523 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4194528.500000 Penalty: 3482.005371
	Iteration 61Q: 3 clusters Score -4194528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4194532.000000 Penalty: 3482.005371
	Iteration 62Q: 3 clusters Score -4194532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4194546.000000 Penalty: 3482.005371
	Iteration 63Q: 3 clusters Score -4194546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4194555.000000 Penalty: 3482.005371
	Iteration 64Q: 3 clusters Score -4194555 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4194566.500000 Penalty: 3482.005371
	Iteration 65Q: 3 clusters Score -4194566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4194572.500000 Penalty: 3482.005371
	Iteration 66Q: 3 clusters Score -4194572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4194588.500000 Penalty: 3482.005371
	Iteration 67Q: 3 clusters Score -4194588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4194595.500000 Penalty: 3482.005371
	Iteration 68Q: 3 clusters Score -4194596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4194600.000000 Penalty: 3482.005371
	Iteration 69Q: 3 clusters Score -4194600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4194620.500000 Penalty: 3482.005371
	Iteration 70Q: 3 clusters Score -4194620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4194630.500000 Penalty: 3482.005371
	Iteration 71Q: 3 clusters Score -4194630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4194638.000000 Penalty: 3482.005371
	Iteration 72Q: 3 clusters Score -4194638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4194652.000000 Penalty: 3482.005371
	Iteration 73Q: 3 clusters Score -4194652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4194658.000000 Penalty: 3482.005371
	Iteration 74Q: 3 clusters Score -4194658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4194668.500000 Penalty: 3482.005371
	Iteration 75Q: 3 clusters Score -4194668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4194661.000000 Penalty: 3482.005371
	Iteration 76Q: 3 clusters Score -4194661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4194668.500000 Penalty: 3482.005371
	Iteration 77Q: 3 clusters Score -4194668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4194674.500000 Penalty: 3482.005371
	Iteration 78Q: 3 clusters Score -4194674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4194672.500000 Penalty: 3482.005371
	Iteration 79Q: 3 clusters Score -4194672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4194683.000000 Penalty: 3482.005371
	Iteration 80F: 3 clusters Score -4194683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4194686.500000 Penalty: 3482.005371
	Iteration 81Q: 3 clusters Score -4194686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4194689.000000 Penalty: 3482.005371
	Iteration 82Q: 3 clusters Score -4194689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4194684.500000 Penalty: 3482.005371
	Iteration 83Q: 3 clusters Score -4194684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4194685.500000 Penalty: 3482.005371
	Iteration 84Q: 3 clusters Score -4194686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4194690.000000 Penalty: 3482.005371
	Iteration 85Q: 3 clusters Score -4194690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4194698.500000 Penalty: 3482.005371
	Iteration 86Q: 3 clusters Score -4194698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4194700.500000 Penalty: 3482.005371
	Iteration 87Q: 3 clusters Score -4194700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4194705.000000 Penalty: 3482.005371
	Iteration 88Q: 3 clusters Score -4194705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4194710.000000 Penalty: 3482.005371
	Iteration 89Q: 3 clusters Score -4194710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4194718.500000 Penalty: 3482.005371
	Iteration 90Q: 3 clusters Score -4194718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4194720.000000 Penalty: 3482.005371
	Iteration 91Q: 3 clusters Score -4194720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4194726.000000 Penalty: 3482.005371
	Iteration 92Q: 3 clusters Score -4194726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4194726.000000 Penalty: 3482.005371
	Iteration 93Q: 3 clusters Score -4194726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4194742.000000 Penalty: 3482.005371
	Iteration 94Q: 3 clusters Score -4194742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4194745.500000 Penalty: 3482.005371
	Iteration 95Q: 3 clusters Score -4194746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4194751.500000 Penalty: 3482.005371
	Iteration 96Q: 3 clusters Score -4194752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4194747.000000 Penalty: 3482.005371
	Iteration 97Q: 3 clusters Score -4194747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4194751.000000 Penalty: 3482.005371
	Iteration 98Q: 3 clusters Score -4194751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4194753.000000 Penalty: 3482.005371
	Iteration 99Q: 3 clusters Score -4194753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4194750.000000 Penalty: 3482.005371
	Iteration 100F: 3 clusters Score -4194750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4194753.500000 Penalty: 3482.005371
	Iteration 101Q: 3 clusters Score -4194754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4194754.000000 Penalty: 3482.005371
	Iteration 102Q: 3 clusters Score -4194754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4194756.000000 Penalty: 3482.005371
	Iteration 103Q: 3 clusters Score -4194756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4194757.500000 Penalty: 3482.005371
	Iteration 104Q: 3 clusters Score -4194758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4194757.500000 Penalty: 3482.005371
	Iteration 105F: 3 clusters Score -4194758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -187595.343750 Penalty: 1233.184814
	Iteration 0F: 2 clusters Score -187595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -185525.796875 Penalty: 2466.369629
	Iteration 0F: 3 clusters Score -185525.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -185955.203125 Penalty: 2466.369629
	Iteration 1F: 3 clusters Score -185955.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -186037.750000 Penalty: 2466.369629
	Iteration 2F: 3 clusters Score -186037.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -186083.687500 Penalty: 2466.369629
	Iteration 3Q: 3 clusters Score -186083.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -186109.875000 Penalty: 2466.369629
	Iteration 4Q: 3 clusters Score -186109.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -186126.500000 Penalty: 2466.369629
	Iteration 5Q: 3 clusters Score -186126.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -186144.546875 Penalty: 2466.369629
	Iteration 6Q: 3 clusters Score -186144.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -186154.046875 Penalty: 2466.369629
	Iteration 7Q: 3 clusters Score -186154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -186160.671875 Penalty: 2466.369629
	Iteration 8Q: 3 clusters Score -186160.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -186166.812500 Penalty: 2466.369629
	Iteration 9Q: 3 clusters Score -186166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186172.250000 Penalty: 2466.369629
	Iteration 10Q: 3 clusters Score -186172.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -186177.328125 Penalty: 2466.369629
	Iteration 11Q: 3 clusters Score -186177.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -186180.531250 Penalty: 2466.369629
	Iteration 12Q: 3 clusters Score -186180.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -186181.687500 Penalty: 2466.369629
	Iteration 13Q: 3 clusters Score -186181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -186182.031250 Penalty: 2466.369629
	Iteration 14Q: 3 clusters Score -186182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -186182.187500 Penalty: 2466.369629
	Iteration 15Q: 3 clusters Score -186182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -186183.156250 Penalty: 2466.369629
	Iteration 16Q: 3 clusters Score -186183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -186183.453125 Penalty: 2466.369629
	Iteration 17Q: 3 clusters Score -186183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -186183.906250 Penalty: 2466.369629
	Iteration 18Q: 3 clusters Score -186183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -186185.531250 Penalty: 2466.369629
	Iteration 19Q: 3 clusters Score -186185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -186187.203125 Penalty: 2466.369629
	Iteration 20F: 3 clusters Score -186187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -186187.656250 Penalty: 2466.369629
	Iteration 21Q: 3 clusters Score -186187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -186187.656250 Penalty: 2466.369629
	Iteration 22F: 3 clusters Score -186187.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Entering Unmasked Estep 
Score: -1829429.250000 Penalty: 1605.344116
	Iteration 0F: 2 clusters Score -1829429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1816088.875000 Penalty: 3210.688232
	Iteration 0F: 3 clusters Score -1816089 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1820934.125000 Penalty: 3210.688232
	Iteration 1F: 3 clusters Score -1820934 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1821310.125000 Penalty: 3210.688232
	Iteration 2F: 3 clusters Score -1821310 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1821663.875000 Penalty: 3210.688232
	Iteration 3Q: 3 clusters Score -1821664 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1822089.875000 Penalty: 3210.688232
	Iteration 4Q: 3 clusters Score -1822090 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1822616.625000 Penalty: 3210.688232
	Iteration 5Q: 3 clusters Score -1822617 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1823262.125000 Penalty: 3210.688232
	Iteration 6F: 3 clusters Score -1823262 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1824028.125000 Penalty: 3210.688232
	Iteration 7F: 3 clusters Score -1824028 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1824944.750000 Penalty: 3210.688232
	Iteration 8F: 3 clusters Score -1824945 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1825879.875000 Penalty: 3210.688232
	Iteration 9F: 3 clusters Score -1825880 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1826680.125000 Penalty: 3210.688232
	Iteration 10Q: 3 clusters Score -1826680 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1827265.625000 Penalty: 3210.688232
	Iteration 11Q: 3 clusters Score -1827266 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1827585.500000 Penalty: 3210.688232
	Iteration 12Q: 3 clusters Score -1827586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1827762.500000 Penalty: 3210.688232
	Iteration 13Q: 3 clusters Score -1827762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1827871.750000 Penalty: 3210.688232
	Iteration 14Q: 3 clusters Score -1827872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1827933.500000 Penalty: 3210.688232
	Iteration 15Q: 3 clusters Score -1827934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -1827976.500000 Penalty: 3210.688232
	Iteration 16Q: 3 clusters Score -1827976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1828008.000000 Penalty: 3210.688232
	Iteration 17Q: 3 clusters Score -1828008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1828013.500000 Penalty: 3210.688232
	Iteration 18Q: 3 clusters Score -1828014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1828021.000000 Penalty: 3210.688232
	Iteration 19Q: 3 clusters Score -1828021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1828030.000000 Penalty: 3210.688232
	Iteration 20F: 3 clusters Score -1828030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1828041.000000 Penalty: 3210.688232
	Iteration 21Q: 3 clusters Score -1828041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1828047.000000 Penalty: 3210.688232
	Iteration 22Q: 3 clusters Score -1828047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -1828049.375000 Penalty: 3210.688232
	Iteration 23Q: 3 clusters Score -1828049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1828052.375000 Penalty: 3210.688232
	Iteration 24Q: 3 clusters Score -1828052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1828053.000000 Penalty: 3210.688232
	Iteration 25Q: 3 clusters Score -1828053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1828053.000000 Penalty: 3210.688232
	Iteration 26F: 3 clusters Score -1828053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Entering Unmasked Estep 
Score: -3531771.250000 Penalty: 1712.850708
	Iteration 0F: 2 clusters Score -3531771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3506273.500000 Penalty: 3425.701416
	Iteration 0F: 3 clusters Score -3506274 nChanged 17636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3515954.500000 Penalty: 3425.701416
	Iteration 1F: 3 clusters Score -3515954 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3516333.500000 Penalty: 3425.701416
	Iteration 2Q: 3 clusters Score -3516334 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3516712.000000 Penalty: 3425.701416
	Iteration 3Q: 3 clusters Score -3516712 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3517122.750000 Penalty: 3425.701416
	Iteration 4Q: 3 clusters Score -3517123 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3517705.000000 Penalty: 3425.701416
	Iteration 5Q: 3 clusters Score -3517705 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3518445.250000 Penalty: 3425.701416
	Iteration 6Q: 3 clusters Score -3518445 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3519416.500000 Penalty: 3425.701416
	Iteration 7Q: 3 clusters Score -3519416 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3520821.500000 Penalty: 3425.701416
	Iteration 8F: 3 clusters Score -3520822 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -3522628.000000 Penalty: 3425.701416
	Iteration 9F: 3 clusters Score -3522628 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3524392.750000 Penalty: 3425.701416
	Iteration 10F: 3 clusters Score -3524393 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3525893.750000 Penalty: 3425.701416
	Iteration 11F: 3 clusters Score -3525894 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3527105.250000 Penalty: 3425.701416
	Iteration 12Q: 3 clusters Score -3527105 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -3527951.750000 Penalty: 3425.701416
	Iteration 13Q: 3 clusters Score -3527952 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -3528634.750000 Penalty: 3425.701416
	Iteration 14Q: 3 clusters Score -3528635 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -3529089.500000 Penalty: 3425.701416
	Iteration 15Q: 3 clusters Score -3529090 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -3529410.500000 Penalty: 3425.701416
	Iteration 16Q: 3 clusters Score -3529410 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -3529649.750000 Penalty: 3425.701416
	Iteration 17Q: 3 clusters Score -3529650 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -3529836.000000 Penalty: 3425.701416
	Iteration 18Q: 3 clusters Score -3529836 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3529962.250000 Penalty: 3425.701416
	Iteration 19Q: 3 clusters Score -3529962 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -3530069.750000 Penalty: 3425.701416
	Iteration 20F: 3 clusters Score -3530070 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -3530133.500000 Penalty: 3425.701416
	Iteration 21Q: 3 clusters Score -3530134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -3530186.750000 Penalty: 3425.701416
	Iteration 22Q: 3 clusters Score -3530187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -3530249.750000 Penalty: 3425.701416
	Iteration 23Q: 3 clusters Score -3530250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -3530285.500000 Penalty: 3425.701416
	Iteration 24Q: 3 clusters Score -3530286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3530310.750000 Penalty: 3425.701416
	Iteration 25Q: 3 clusters Score -3530311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -3530329.250000 Penalty: 3425.701416
	Iteration 26Q: 3 clusters Score -3530329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -3530342.750000 Penalty: 3425.701416
	Iteration 27Q: 3 clusters Score -3530343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3530363.750000 Penalty: 3425.701416
	Iteration 28Q: 3 clusters Score -3530364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -3530364.750000 Penalty: 3425.701416
	Iteration 29Q: 3 clusters Score -3530365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -3530369.500000 Penalty: 3425.701416
	Iteration 30Q: 3 clusters Score -3530370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3530373.250000 Penalty: 3425.701416
	Iteration 31Q: 3 clusters Score -3530373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -3530376.500000 Penalty: 3425.701416
	Iteration 32Q: 3 clusters Score -3530376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -3530375.500000 Penalty: 3425.701416
	Iteration 33Q: 3 clusters Score -3530376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -3530383.000000 Penalty: 3425.701416
	Iteration 34Q: 3 clusters Score -3530383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -3530387.500000 Penalty: 3425.701416
	Iteration 35Q: 3 clusters Score -3530388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -3530390.000000 Penalty: 3425.701416
	Iteration 36Q: 3 clusters Score -3530390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -3530390.000000 Penalty: 3425.701416
	Iteration 37Q: 3 clusters Score -3530390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -3530387.750000 Penalty: 3425.701416
	Iteration 38Q: 3 clusters Score -3530388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -3530387.750000 Penalty: 3425.701416
	Iteration 39F: 3 clusters Score -3530388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -190531.343750 Penalty: 1239.634155
	Iteration 0F: 2 clusters Score -190531.3 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 1024 members 
Entering Unmasked Estep 
Score: -188417.812500 Penalty: 2479.268311
	Iteration 0F: 3 clusters Score -188417.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188844.484375 Penalty: 2479.268311
	Iteration 1F: 3 clusters Score -188844.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -188926.656250 Penalty: 2479.268311
	Iteration 2F: 3 clusters Score -188926.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -188975.390625 Penalty: 2479.268311
	Iteration 3Q: 3 clusters Score -188975.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -189012.406250 Penalty: 2479.268311
	Iteration 4Q: 3 clusters Score -189012.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -189038.656250 Penalty: 2479.268311
	Iteration 5Q: 3 clusters Score -189038.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -189061.421875 Penalty: 2479.268311
	Iteration 6Q: 3 clusters Score -189061.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -189074.500000 Penalty: 2479.268311
	Iteration 7Q: 3 clusters Score -189074.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -189085.046875 Penalty: 2479.268311
	Iteration 8Q: 3 clusters Score -189085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189089.281250 Penalty: 2479.268311
	Iteration 9Q: 3 clusters Score -189089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -189091.718750 Penalty: 2479.268311
	Iteration 10Q: 3 clusters Score -189091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -189093.796875 Penalty: 2479.268311
	Iteration 11Q: 3 clusters Score -189093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -189097.375000 Penalty: 2479.268311
	Iteration 12Q: 3 clusters Score -189097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189102.015625 Penalty: 2479.268311
	Iteration 13Q: 3 clusters Score -189102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -189105.250000 Penalty: 2479.268311
	Iteration 14Q: 3 clusters Score -189105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -189106.375000 Penalty: 2479.268311
	Iteration 15Q: 3 clusters Score -189106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -189108.187500 Penalty: 2479.268311
	Iteration 16Q: 3 clusters Score -189108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189110.531250 Penalty: 2479.268311
	Iteration 17Q: 3 clusters Score -189110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -189112.250000 Penalty: 2479.268311
	Iteration 18Q: 3 clusters Score -189112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -189115.437500 Penalty: 2479.268311
	Iteration 19Q: 3 clusters Score -189115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -189118.156250 Penalty: 2479.268311
	Iteration 20F: 3 clusters Score -189118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -189119.906250 Penalty: 2479.268311
	Iteration 21Q: 3 clusters Score -189119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -189121.968750 Penalty: 2479.268311
	Iteration 22Q: 3 clusters Score -189122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -189124.125000 Penalty: 2479.268311
	Iteration 23Q: 3 clusters Score -189124.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -189126.125000 Penalty: 2479.268311
	Iteration 24Q: 3 clusters Score -189126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -189128.062500 Penalty: 2479.268311
	Iteration 25Q: 3 clusters Score -189128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -189130.609375 Penalty: 2479.268311
	Iteration 26Q: 3 clusters Score -189130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -189133.171875 Penalty: 2479.268311
	Iteration 27Q: 3 clusters Score -189133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -189134.328125 Penalty: 2479.268311
	Iteration 28Q: 3 clusters Score -189134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -189135.343750 Penalty: 2479.268311
	Iteration 29Q: 3 clusters Score -189135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -189137.015625 Penalty: 2479.268311
	Iteration 30Q: 3 clusters Score -189137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189138.375000 Penalty: 2479.268311
	Iteration 31Q: 3 clusters Score -189138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189138.875000 Penalty: 2479.268311
	Iteration 32Q: 3 clusters Score -189138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189138.875000 Penalty: 2479.268311
	Iteration 33F: 3 clusters Score -189138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 24907 members 
Mstep: Class 3 contains 24385 members 
Mstep: Class 4 contains 60913 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 10 contains 44975 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 20 contains 37821 members 
Mstep: Class 21 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539948.000000 Penalty: 30277.972656
Iteration 239Q: 15 clusters Score -5.453995e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 24584 members 
Mstep: Class 4 contains 61140 members 
Mstep: Class 5 contains 8315 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 14631 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 315310 members 
Mstep: Class 10 contains 45146 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540448.000000 Penalty: 30277.972656
Iteration 240F: 15 clusters Score -5.454045e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 24669 members 
Mstep: Class 3 contains 24658 members 
Mstep: Class 4 contains 60773 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 14450 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 316865 members 
Mstep: Class 10 contains 44753 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 20 contains 37740 members 
Mstep: Class 21 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540476.000000 Penalty: 30277.972656
Iteration 241Q: 15 clusters Score -5.454048e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 24456 members 
Mstep: Class 3 contains 24708 members 
Mstep: Class 4 contains 60524 members 
Mstep: Class 5 contains 8480 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 4507 members 
Mstep: Class 9 contains 317800 members 
Mstep: Class 10 contains 44489 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 19769 members 
Mstep: Class 20 contains 37605 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539928.000000 Penalty: 30277.972656
Iteration 242Q: 15 clusters Score -5.453993e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 24341 members 
Mstep: Class 3 contains 24731 members 
Mstep: Class 4 contains 60350 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 14184 members 
Mstep: Class 8 contains 4507 members 
Mstep: Class 9 contains 318372 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 19830 members 
Mstep: Class 20 contains 37499 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540000.000000 Penalty: 30277.972656
Iteration 243Q: 15 clusters Score -5.454e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 24732 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 14090 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 318755 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 17 contains 1967 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 20 contains 37431 members 
Mstep: Class 21 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539984.000000 Penalty: 30277.972656
Iteration 244Q: 15 clusters Score -5.453998e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 24193 members 
Mstep: Class 3 contains 24724 members 
Mstep: Class 4 contains 60137 members 
Mstep: Class 5 contains 9068 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 319017 members 
Mstep: Class 10 contains 44034 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 19939 members 
Mstep: Class 20 contains 37374 members 
Mstep: Class 21 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539908.000000 Penalty: 30277.972656
Iteration 245Q: 15 clusters Score -5.453991e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 24149 members 
Mstep: Class 3 contains 24718 members 
Mstep: Class 4 contains 60080 members 
Mstep: Class 5 contains 9288 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 13923 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 319150 members 
Mstep: Class 10 contains 43938 members 
Mstep: Class 17 contains 1959 members 
Mstep: Class 18 contains 19990 members 
Mstep: Class 20 contains 37333 members 
Mstep: Class 21 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539808.000000 Penalty: 30277.972656
Iteration 246Q: 15 clusters Score -5.453981e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 24128 members 
Mstep: Class 3 contains 24706 members 
Mstep: Class 4 contains 60022 members 
Mstep: Class 5 contains 9505 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 13828 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 319229 members 
Mstep: Class 10 contains 43870 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 20046 members 
Mstep: Class 20 contains 37294 members 
Mstep: Class 21 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539740.000000 Penalty: 30277.972656
Iteration 247Q: 15 clusters Score -5.453974e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 24711 members 
Mstep: Class 4 contains 59984 members 
Mstep: Class 5 contains 9712 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 13766 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 319237 members 
Mstep: Class 10 contains 43803 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 20093 members 
Mstep: Class 20 contains 37263 members 
Mstep: Class 21 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539908.000000 Penalty: 30277.972656
Iteration 248Q: 15 clusters Score -5.453991e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 24095 members 
Mstep: Class 3 contains 24711 members 
Mstep: Class 4 contains 59933 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 13702 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 319250 members 
Mstep: Class 10 contains 43745 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 20 contains 37235 members 
Mstep: Class 21 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539892.000000 Penalty: 30277.972656
Iteration 249Q: 15 clusters Score -5.453989e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 24072 members 
Mstep: Class 3 contains 24705 members 
Mstep: Class 4 contains 59885 members 
Mstep: Class 5 contains 10132 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 13652 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 319218 members 
Mstep: Class 10 contains 43694 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 20190 members 
Mstep: Class 20 contains 37213 members 
Mstep: Class 21 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539792.000000 Penalty: 30277.972656
Iteration 250Q: 15 clusters Score -5.453979e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 24048 members 
Mstep: Class 3 contains 24709 members 
Mstep: Class 4 contains 59850 members 
Mstep: Class 5 contains 10345 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 13592 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 319190 members 
Mstep: Class 10 contains 43647 members 
Mstep: Class 17 contains 1943 members 
Mstep: Class 18 contains 20217 members 
Mstep: Class 20 contains 37198 members 
Mstep: Class 21 contains 1780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539628.000000 Penalty: 30277.972656
Iteration 251Q: 15 clusters Score -5.453963e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 24028 members 
Mstep: Class 3 contains 24709 members 
Mstep: Class 4 contains 59797 members 
Mstep: Class 5 contains 10541 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 13541 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 319183 members 
Mstep: Class 10 contains 43605 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 20230 members 
Mstep: Class 20 contains 37196 members 
Mstep: Class 21 contains 1765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539596.000000 Penalty: 30277.972656
Iteration 252Q: 15 clusters Score -5.45396e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 24003 members 
Mstep: Class 3 contains 24706 members 
Mstep: Class 4 contains 59744 members 
Mstep: Class 5 contains 10727 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 4508 members 
Mstep: Class 9 contains 319161 members 
Mstep: Class 10 contains 43582 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 20250 members 
Mstep: Class 20 contains 37193 members 
Mstep: Class 21 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539764.000000 Penalty: 30277.972656
Iteration 253Q: 15 clusters Score -5.453976e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 23984 members 
Mstep: Class 3 contains 24703 members 
Mstep: Class 4 contains 59707 members 
Mstep: Class 5 contains 10890 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 4510 members 
Mstep: Class 9 contains 319131 members 
Mstep: Class 10 contains 43547 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 20292 members 
Mstep: Class 20 contains 37187 members 
Mstep: Class 21 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539576.000000 Penalty: 30277.972656
Iteration 254Q: 15 clusters Score -5.453958e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 24703 members 
Mstep: Class 4 contains 59677 members 
Mstep: Class 5 contains 11033 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 13386 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 319132 members 
Mstep: Class 10 contains 43523 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 20327 members 
Mstep: Class 20 contains 37176 members 
Mstep: Class 21 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539344.000000 Penalty: 30277.972656
Iteration 255Q: 15 clusters Score -5.453934e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 23956 members 
Mstep: Class 3 contains 24707 members 
Mstep: Class 4 contains 59655 members 
Mstep: Class 5 contains 11179 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 13341 members 
Mstep: Class 8 contains 4514 members 
Mstep: Class 9 contains 319075 members 
Mstep: Class 10 contains 43498 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 20374 members 
Mstep: Class 20 contains 37162 members 
Mstep: Class 21 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539320.000000 Penalty: 30277.972656
Iteration 256Q: 15 clusters Score -5.453932e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 23954 members 
Mstep: Class 3 contains 24719 members 
Mstep: Class 4 contains 59636 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 13306 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 318977 members 
Mstep: Class 10 contains 43470 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 20438 members 
Mstep: Class 20 contains 37157 members 
Mstep: Class 21 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539332.000000 Penalty: 30277.972656
Iteration 257Q: 15 clusters Score -5.453933e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 23957 members 
Mstep: Class 3 contains 24729 members 
Mstep: Class 4 contains 59631 members 
Mstep: Class 5 contains 11456 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 13273 members 
Mstep: Class 8 contains 4514 members 
Mstep: Class 9 contains 318851 members 
Mstep: Class 10 contains 43447 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 20495 members 
Mstep: Class 20 contains 37148 members 
Mstep: Class 21 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539320.000000 Penalty: 30277.972656
Iteration 258Q: 15 clusters Score -5.453932e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 23952 members 
Mstep: Class 3 contains 24740 members 
Mstep: Class 4 contains 59620 members 
Mstep: Class 5 contains 11589 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 13238 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 318742 members 
Mstep: Class 10 contains 43426 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 20551 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539364.000000 Penalty: 30277.972656
Iteration 259Q: 15 clusters Score -5.453936e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 23944 members 
Mstep: Class 3 contains 24747 members 
Mstep: Class 4 contains 59614 members 
Mstep: Class 5 contains 11681 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 13210 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 318669 members 
Mstep: Class 10 contains 43406 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 20604 members 
Mstep: Class 20 contains 37132 members 
Mstep: Class 21 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539276.000000 Penalty: 30277.972656
Iteration 260F: 15 clusters Score -5.453928e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 23934 members 
Mstep: Class 3 contains 24747 members 
Mstep: Class 4 contains 59600 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 318622 members 
Mstep: Class 10 contains 43380 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 20653 members 
Mstep: Class 20 contains 37133 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539328.000000 Penalty: 30277.972656
Iteration 261Q: 15 clusters Score -5.453933e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 23930 members 
Mstep: Class 3 contains 24744 members 
Mstep: Class 4 contains 59580 members 
Mstep: Class 5 contains 11840 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 13151 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 318582 members 
Mstep: Class 10 contains 43358 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 20693 members 
Mstep: Class 20 contains 37143 members 
Mstep: Class 21 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539296.000000 Penalty: 30277.972656
Iteration 262Q: 15 clusters Score -5.45393e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 23925 members 
Mstep: Class 3 contains 24747 members 
Mstep: Class 4 contains 59568 members 
Mstep: Class 5 contains 11907 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 13128 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 318529 members 
Mstep: Class 10 contains 43338 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 20734 members 
Mstep: Class 20 contains 37145 members 
Mstep: Class 21 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539316.000000 Penalty: 30277.972656
Iteration 263Q: 15 clusters Score -5.453932e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 23921 members 
Mstep: Class 3 contains 24751 members 
Mstep: Class 4 contains 59557 members 
Mstep: Class 5 contains 11977 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 13100 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 318487 members 
Mstep: Class 10 contains 43323 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 20773 members 
Mstep: Class 20 contains 37144 members 
Mstep: Class 21 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539196.000000 Penalty: 30277.972656
Iteration 264Q: 15 clusters Score -5.45392e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 23919 members 
Mstep: Class 3 contains 24759 members 
Mstep: Class 4 contains 59539 members 
Mstep: Class 5 contains 12050 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 13074 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 318443 members 
Mstep: Class 10 contains 43307 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 20805 members 
Mstep: Class 20 contains 37146 members 
Mstep: Class 21 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539324.000000 Penalty: 30277.972656
Iteration 265Q: 15 clusters Score -5.453932e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 23915 members 
Mstep: Class 3 contains 24770 members 
Mstep: Class 4 contains 59528 members 
Mstep: Class 5 contains 12124 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 13042 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 318396 members 
Mstep: Class 10 contains 43299 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 20 contains 37138 members 
Mstep: Class 21 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539364.000000 Penalty: 30277.972656
Iteration 266Q: 15 clusters Score -5.453936e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 23912 members 
Mstep: Class 3 contains 24774 members 
Mstep: Class 4 contains 59506 members 
Mstep: Class 5 contains 12190 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 13023 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 318370 members 
Mstep: Class 10 contains 43285 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 20862 members 
Mstep: Class 20 contains 37135 members 
Mstep: Class 21 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539384.000000 Penalty: 30277.972656
Iteration 267Q: 15 clusters Score -5.453938e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 23906 members 
Mstep: Class 3 contains 24782 members 
Mstep: Class 4 contains 59492 members 
Mstep: Class 5 contains 12258 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 13005 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318320 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 20895 members 
Mstep: Class 20 contains 37128 members 
Mstep: Class 21 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539468.000000 Penalty: 30277.972656
Iteration 268Q: 15 clusters Score -5.453947e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 3 contains 24796 members 
Mstep: Class 4 contains 59483 members 
Mstep: Class 5 contains 12326 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 12983 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318256 members 
Mstep: Class 10 contains 43262 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 20922 members 
Mstep: Class 20 contains 37131 members 
Mstep: Class 21 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539584.000000 Penalty: 30277.972656
Iteration 269Q: 15 clusters Score -5.453958e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 23901 members 
Mstep: Class 3 contains 24803 members 
Mstep: Class 4 contains 59475 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 12964 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318216 members 
Mstep: Class 10 contains 43253 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 20938 members 
Mstep: Class 20 contains 37125 members 
Mstep: Class 21 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539528.000000 Penalty: 30277.972656
Iteration 270Q: 15 clusters Score -5.453953e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 23900 members 
Mstep: Class 3 contains 24805 members 
Mstep: Class 4 contains 59463 members 
Mstep: Class 5 contains 12452 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 12952 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318167 members 
Mstep: Class 10 contains 43248 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 20956 members 
Mstep: Class 20 contains 37118 members 
Mstep: Class 21 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539560.000000 Penalty: 30277.972656
Iteration 271Q: 15 clusters Score -5.453956e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 23899 members 
Mstep: Class 3 contains 24807 members 
Mstep: Class 4 contains 59449 members 
Mstep: Class 5 contains 12498 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 12938 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318160 members 
Mstep: Class 10 contains 43239 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 20968 members 
Mstep: Class 20 contains 37110 members 
Mstep: Class 21 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539472.000000 Penalty: 30277.972656
Iteration 272Q: 15 clusters Score -5.453947e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 23902 members 
Mstep: Class 3 contains 24809 members 
Mstep: Class 4 contains 59434 members 
Mstep: Class 5 contains 12535 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 12920 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318146 members 
Mstep: Class 10 contains 43230 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 20985 members 
Mstep: Class 20 contains 37106 members 
Mstep: Class 21 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539440.000000 Penalty: 30277.972656
Iteration 273Q: 15 clusters Score -5.453944e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 23895 members 
Mstep: Class 3 contains 24815 members 
Mstep: Class 4 contains 59424 members 
Mstep: Class 5 contains 12578 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 12901 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318129 members 
Mstep: Class 10 contains 43220 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 20 contains 37102 members 
Mstep: Class 21 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539492.000000 Penalty: 30277.972656
Iteration 274Q: 15 clusters Score -5.453949e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 23889 members 
Mstep: Class 3 contains 24821 members 
Mstep: Class 4 contains 59410 members 
Mstep: Class 5 contains 12614 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 12883 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318115 members 
Mstep: Class 10 contains 43214 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 21027 members 
Mstep: Class 20 contains 37101 members 
Mstep: Class 21 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539436.000000 Penalty: 30277.972656
Iteration 275Q: 15 clusters Score -5.453944e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 23889 members 
Mstep: Class 3 contains 24824 members 
Mstep: Class 4 contains 59396 members 
Mstep: Class 5 contains 12645 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 12868 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 318096 members 
Mstep: Class 10 contains 43216 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 21044 members 
Mstep: Class 20 contains 37098 members 
Mstep: Class 21 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2161.422119 but Gain 2162.712891
Score: -54539476.000000 Penalty: 28115.259766
Iteration 276Q: 14 clusters Score -5.453948e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 24041 members 
Mstep: Class 3 contains 24835 members 
Mstep: Class 4 contains 59524 members 
Mstep: Class 5 contains 12680 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 12852 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 319220 members 
Mstep: Class 10 contains 43279 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 21066 members 
Mstep: Class 20 contains 37107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541200.000000 Penalty: 28115.259766
Iteration 277Q: 14 clusters Score -5.45412e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 24013 members 
Mstep: Class 3 contains 24861 members 
Mstep: Class 4 contains 59451 members 
Mstep: Class 5 contains 12767 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 12854 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 319241 members 
Mstep: Class 10 contains 43240 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 21090 members 
Mstep: Class 20 contains 37094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541264.000000 Penalty: 28115.259766
Iteration 278Q: 14 clusters Score -5.454126e+07 nChanged 577
Entering ConstructFrom: 
Score: -54541264.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (40389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Entering Unmasked Estep 
Score: -3771911.250000 Penalty: 1723.525879
	Iteration 0F: 2 clusters Score -3771911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3744714.750000 Penalty: 3447.051758
	Iteration 0F: 3 clusters Score -3744715 nChanged 18959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3755210.250000 Penalty: 3447.051758
	Iteration 1F: 3 clusters Score -3755210 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3755608.500000 Penalty: 3447.051758
	Iteration 2Q: 3 clusters Score -3755608 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3756038.250000 Penalty: 3447.051758
	Iteration 3Q: 3 clusters Score -3756038 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3756572.500000 Penalty: 3447.051758
	Iteration 4Q: 3 clusters Score -3756572 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3757307.500000 Penalty: 3447.051758
	Iteration 5Q: 3 clusters Score -3757308 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3758410.250000 Penalty: 3447.051758
	Iteration 6Q: 3 clusters Score -3758410 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3759894.000000 Penalty: 3447.051758
	Iteration 7F: 3 clusters Score -3759894 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3761619.750000 Penalty: 3447.051758
	Iteration 8F: 3 clusters Score -3761620 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3763633.000000 Penalty: 3447.051758
	Iteration 9F: 3 clusters Score -3763633 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -3765445.000000 Penalty: 3447.051758
	Iteration 10F: 3 clusters Score -3765445 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -3767007.000000 Penalty: 3447.051758
	Iteration 11F: 3 clusters Score -3767007 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -3768208.750000 Penalty: 3447.051758
	Iteration 12Q: 3 clusters Score -3768209 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -3769021.250000 Penalty: 3447.051758
	Iteration 13Q: 3 clusters Score -3769021 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -3769634.500000 Penalty: 3447.051758
	Iteration 14Q: 3 clusters Score -3769634 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -3770095.500000 Penalty: 3447.051758
	Iteration 15Q: 3 clusters Score -3770096 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -3770480.500000 Penalty: 3447.051758
	Iteration 16Q: 3 clusters Score -3770480 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -3770749.000000 Penalty: 3447.051758
	Iteration 17Q: 3 clusters Score -3770749 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -3770919.000000 Penalty: 3447.051758
	Iteration 18Q: 3 clusters Score -3770919 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -3771047.000000 Penalty: 3447.051758
	Iteration 19Q: 3 clusters Score -3771047 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -3771112.000000 Penalty: 3447.051758
	Iteration 20F: 3 clusters Score -3771112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -3771149.000000 Penalty: 3447.051758
	Iteration 21Q: 3 clusters Score -3771149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -3771183.000000 Penalty: 3447.051758
	Iteration 22Q: 3 clusters Score -3771183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -3771216.500000 Penalty: 3447.051758
	Iteration 23Q: 3 clusters Score -3771216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -3771231.250000 Penalty: 3447.051758
	Iteration 24Q: 3 clusters Score -3771231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -3771238.500000 Penalty: 3447.051758
	Iteration 25Q: 3 clusters Score -3771238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -3771238.250000 Penalty: 3447.051758
	Iteration 26Q: 3 clusters Score -3771238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -3771246.750000 Penalty: 3447.051758
	Iteration 27Q: 3 clusters Score -3771247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -3771249.750000 Penalty: 3447.051758
	Iteration 28Q: 3 clusters Score -3771250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -3771252.750000 Penalty: 3447.051758
	Iteration 29Q: 3 clusters Score -3771253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -3771257.750000 Penalty: 3447.051758
	Iteration 30Q: 3 clusters Score -3771258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -3771266.250000 Penalty: 3447.051758
	Iteration 31Q: 3 clusters Score -3771266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -3771265.500000 Penalty: 3447.051758
	Iteration 32Q: 3 clusters Score -3771266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -3771273.750000 Penalty: 3447.051758
	Iteration 33Q: 3 clusters Score -3771274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -3771280.750000 Penalty: 3447.051758
	Iteration 34Q: 3 clusters Score -3771281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -3771284.000000 Penalty: 3447.051758
	Iteration 35Q: 3 clusters Score -3771284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -3771285.000000 Penalty: 3447.051758
	Iteration 36Q: 3 clusters Score -3771285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -3771281.250000 Penalty: 3447.051758
	Iteration 37Q: 3 clusters Score -3771281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -3771286.250000 Penalty: 3447.051758
	Iteration 38Q: 3 clusters Score -3771286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -3771288.000000 Penalty: 3447.051758
	Iteration 39Q: 3 clusters Score -3771288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -3771289.500000 Penalty: 3447.051758
	Iteration 40F: 3 clusters Score -3771290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -3771289.000000 Penalty: 3447.051758
	Iteration 41Q: 3 clusters Score -3771289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -3771286.000000 Penalty: 3447.051758
	Iteration 42Q: 3 clusters Score -3771286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -3771286.000000 Penalty: 3447.051758
	Iteration 43F: 3 clusters Score -3771286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Entering Unmasked Estep 
Score: -2157199.000000 Penalty: 1638.950684
	Iteration 0F: 2 clusters Score -2157199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2140892.250000 Penalty: 3277.901367
	Iteration 0F: 3 clusters Score -2140892 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2146760.750000 Penalty: 3277.901367
	Iteration 1F: 3 clusters Score -2146761 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2147007.500000 Penalty: 3277.901367
	Iteration 2Q: 3 clusters Score -2147008 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2147225.250000 Penalty: 3277.901367
	Iteration 3Q: 3 clusters Score -2147225 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2147444.750000 Penalty: 3277.901367
	Iteration 4Q: 3 clusters Score -2147445 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2147641.500000 Penalty: 3277.901367
	Iteration 5Q: 3 clusters Score -2147642 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2147839.250000 Penalty: 3277.901367
	Iteration 6Q: 3 clusters Score -2147839 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2148127.250000 Penalty: 3277.901367
	Iteration 7Q: 3 clusters Score -2148127 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2148496.500000 Penalty: 3277.901367
	Iteration 8Q: 3 clusters Score -2148496 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2149036.750000 Penalty: 3277.901367
	Iteration 9Q: 3 clusters Score -2149037 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2149743.000000 Penalty: 3277.901367
	Iteration 10Q: 3 clusters Score -2149743 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2150604.250000 Penalty: 3277.901367
	Iteration 11Q: 3 clusters Score -2150604 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2151448.750000 Penalty: 3277.901367
	Iteration 12Q: 3 clusters Score -2151449 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2152219.500000 Penalty: 3277.901367
	Iteration 13Q: 3 clusters Score -2152220 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2152753.500000 Penalty: 3277.901367
	Iteration 14Q: 3 clusters Score -2152754 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2153129.000000 Penalty: 3277.901367
	Iteration 15Q: 3 clusters Score -2153129 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2153426.250000 Penalty: 3277.901367
	Iteration 16Q: 3 clusters Score -2153426 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2153668.250000 Penalty: 3277.901367
	Iteration 17Q: 3 clusters Score -2153668 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2153884.500000 Penalty: 3277.901367
	Iteration 18Q: 3 clusters Score -2153884 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2154130.750000 Penalty: 3277.901367
	Iteration 19Q: 3 clusters Score -2154131 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2154379.000000 Penalty: 3277.901367
	Iteration 20F: 3 clusters Score -2154379 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2154617.500000 Penalty: 3277.901367
	Iteration 21Q: 3 clusters Score -2154618 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2154831.000000 Penalty: 3277.901367
	Iteration 22Q: 3 clusters Score -2154831 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2155036.750000 Penalty: 3277.901367
	Iteration 23Q: 3 clusters Score -2155037 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2155205.500000 Penalty: 3277.901367
	Iteration 24Q: 3 clusters Score -2155206 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2155344.250000 Penalty: 3277.901367
	Iteration 25Q: 3 clusters Score -2155344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2155454.000000 Penalty: 3277.901367
	Iteration 26Q: 3 clusters Score -2155454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2155535.750000 Penalty: 3277.901367
	Iteration 27Q: 3 clusters Score -2155536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2155602.500000 Penalty: 3277.901367
	Iteration 28Q: 3 clusters Score -2155602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2155660.000000 Penalty: 3277.901367
	Iteration 29Q: 3 clusters Score -2155660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2155690.000000 Penalty: 3277.901367
	Iteration 30Q: 3 clusters Score -2155690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2155713.000000 Penalty: 3277.901367
	Iteration 31Q: 3 clusters Score -2155713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2155731.000000 Penalty: 3277.901367
	Iteration 32Q: 3 clusters Score -2155731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2155748.750000 Penalty: 3277.901367
	Iteration 33Q: 3 clusters Score -2155749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2155758.500000 Penalty: 3277.901367
	Iteration 34Q: 3 clusters Score -2155758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2155767.000000 Penalty: 3277.901367
	Iteration 35Q: 3 clusters Score -2155767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2155778.000000 Penalty: 3277.901367
	Iteration 36Q: 3 clusters Score -2155778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2155777.250000 Penalty: 3277.901367
	Iteration 37Q: 3 clusters Score -2155777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2155782.750000 Penalty: 3277.901367
	Iteration 38Q: 3 clusters Score -2155783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2155786.000000 Penalty: 3277.901367
	Iteration 39Q: 3 clusters Score -2155786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2155788.250000 Penalty: 3277.901367
	Iteration 40F: 3 clusters Score -2155788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2155790.250000 Penalty: 3277.901367
	Iteration 41Q: 3 clusters Score -2155790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2155795.250000 Penalty: 3277.901367
	Iteration 42Q: 3 clusters Score -2155795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2155800.750000 Penalty: 3277.901367
	Iteration 43Q: 3 clusters Score -2155801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2155803.750000 Penalty: 3277.901367
	Iteration 44Q: 3 clusters Score -2155804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2155809.250000 Penalty: 3277.901367
	Iteration 45Q: 3 clusters Score -2155809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2155810.750000 Penalty: 3277.901367
	Iteration 46Q: 3 clusters Score -2155811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2155818.500000 Penalty: 3277.901367
	Iteration 47Q: 3 clusters Score -2155818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2155818.500000 Penalty: 3277.901367
	Iteration 48Q: 3 clusters Score -2155818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2155819.500000 Penalty: 3277.901367
	Iteration 49Q: 3 clusters Score -2155820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2155820.250000 Penalty: 3277.901367
	Iteration 50Q: 3 clusters Score -2155820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2155821.500000 Penalty: 3277.901367
	Iteration 51Q: 3 clusters Score -2155822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2155823.250000 Penalty: 3277.901367
	Iteration 52Q: 3 clusters Score -2155823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2155825.000000 Penalty: 3277.901367
	Iteration 53Q: 3 clusters Score -2155825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2155826.500000 Penalty: 3277.901367
	Iteration 54Q: 3 clusters Score -2155826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2155826.500000 Penalty: 3277.901367
	Iteration 55F: 3 clusters Score -2155826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Entering Unmasked Estep 
Score: -2342416.250000 Penalty: 1644.847900
	Iteration 0F: 2 clusters Score -2342416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2325573.250000 Penalty: 3289.695801
	Iteration 0F: 3 clusters Score -2325573 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2331761.500000 Penalty: 3289.695801
	Iteration 1F: 3 clusters Score -2331762 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2332099.250000 Penalty: 3289.695801
	Iteration 2Q: 3 clusters Score -2332099 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2332470.750000 Penalty: 3289.695801
	Iteration 3Q: 3 clusters Score -2332471 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2332909.000000 Penalty: 3289.695801
	Iteration 4Q: 3 clusters Score -2332909 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2333530.000000 Penalty: 3289.695801
	Iteration 5F: 3 clusters Score -2333530 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2334476.250000 Penalty: 3289.695801
	Iteration 6F: 3 clusters Score -2334476 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2335774.000000 Penalty: 3289.695801
	Iteration 7F: 3 clusters Score -2335774 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2337405.750000 Penalty: 3289.695801
	Iteration 8F: 3 clusters Score -2337406 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2338879.250000 Penalty: 3289.695801
	Iteration 9F: 3 clusters Score -2338879 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2339849.500000 Penalty: 3289.695801
	Iteration 10Q: 3 clusters Score -2339850 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2340384.250000 Penalty: 3289.695801
	Iteration 11Q: 3 clusters Score -2340384 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2340641.500000 Penalty: 3289.695801
	Iteration 12Q: 3 clusters Score -2340642 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2340758.750000 Penalty: 3289.695801
	Iteration 13Q: 3 clusters Score -2340759 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2340863.250000 Penalty: 3289.695801
	Iteration 14Q: 3 clusters Score -2340863 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2340913.250000 Penalty: 3289.695801
	Iteration 15Q: 3 clusters Score -2340913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2340939.750000 Penalty: 3289.695801
	Iteration 16Q: 3 clusters Score -2340940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2340972.250000 Penalty: 3289.695801
	Iteration 17Q: 3 clusters Score -2340972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2340990.750000 Penalty: 3289.695801
	Iteration 18Q: 3 clusters Score -2340991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2341003.250000 Penalty: 3289.695801
	Iteration 19Q: 3 clusters Score -2341003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2341014.250000 Penalty: 3289.695801
	Iteration 20F: 3 clusters Score -2341014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2341032.250000 Penalty: 3289.695801
	Iteration 21Q: 3 clusters Score -2341032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2341037.250000 Penalty: 3289.695801
	Iteration 22Q: 3 clusters Score -2341037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2341045.500000 Penalty: 3289.695801
	Iteration 23Q: 3 clusters Score -2341046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2341057.750000 Penalty: 3289.695801
	Iteration 24Q: 3 clusters Score -2341058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2341060.500000 Penalty: 3289.695801
	Iteration 25Q: 3 clusters Score -2341060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2341063.750000 Penalty: 3289.695801
	Iteration 26Q: 3 clusters Score -2341064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2341063.500000 Penalty: 3289.695801
	Iteration 27Q: 3 clusters Score -2341064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2341067.500000 Penalty: 3289.695801
	Iteration 28Q: 3 clusters Score -2341068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2341067.750000 Penalty: 3289.695801
	Iteration 29Q: 3 clusters Score -2341068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2341067.750000 Penalty: 3289.695801
	Iteration 30F: 3 clusters Score -2341068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Entering Unmasked Estep 
Score: -5552990.000000 Penalty: 1786.166870
	Iteration 0F: 2 clusters Score -5552990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -5513245.500000 Penalty: 3572.333740
	Iteration 0F: 3 clusters Score -5513246 nChanged 28181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -5529149.000000 Penalty: 3572.333740
	Iteration 1F: 3 clusters Score -5529149 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -5529646.000000 Penalty: 3572.333740
	Iteration 2Q: 3 clusters Score -5529646 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5530132.500000 Penalty: 3572.333740
	Iteration 3Q: 3 clusters Score -5530132 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -5530707.000000 Penalty: 3572.333740
	Iteration 4Q: 3 clusters Score -5530707 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5531556.000000 Penalty: 3572.333740
	Iteration 5Q: 3 clusters Score -5531556 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5532709.500000 Penalty: 3572.333740
	Iteration 6Q: 3 clusters Score -5532710 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5534247.500000 Penalty: 3572.333740
	Iteration 7F: 3 clusters Score -5534248 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5536399.000000 Penalty: 3572.333740
	Iteration 8F: 3 clusters Score -5536399 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -5539370.500000 Penalty: 3572.333740
	Iteration 9F: 3 clusters Score -5539370 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5542555.000000 Penalty: 3572.333740
	Iteration 10F: 3 clusters Score -5542555 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5544735.000000 Penalty: 3572.333740
	Iteration 11F: 3 clusters Score -5544735 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5545777.500000 Penalty: 3572.333740
	Iteration 12Q: 3 clusters Score -5545778 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5546328.500000 Penalty: 3572.333740
	Iteration 13Q: 3 clusters Score -5546328 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5546755.500000 Penalty: 3572.333740
	Iteration 14Q: 3 clusters Score -5546756 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -5547111.000000 Penalty: 3572.333740
	Iteration 15Q: 3 clusters Score -5547111 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5547408.500000 Penalty: 3572.333740
	Iteration 16Q: 3 clusters Score -5547408 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5547712.000000 Penalty: 3572.333740
	Iteration 17Q: 3 clusters Score -5547712 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5547970.500000 Penalty: 3572.333740
	Iteration 18Q: 3 clusters Score -5547970 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -5548184.500000 Penalty: 3572.333740
	Iteration 19Q: 3 clusters Score -5548184 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -5548357.000000 Penalty: 3572.333740
	Iteration 20F: 3 clusters Score -5548357 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -5548536.000000 Penalty: 3572.333740
	Iteration 21Q: 3 clusters Score -5548536 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -5548669.500000 Penalty: 3572.333740
	Iteration 22Q: 3 clusters Score -5548670 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -5548822.000000 Penalty: 3572.333740
	Iteration 23Q: 3 clusters Score -5548822 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -5548953.000000 Penalty: 3572.333740
	Iteration 24Q: 3 clusters Score -5548953 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -5549076.000000 Penalty: 3572.333740
	Iteration 25Q: 3 clusters Score -5549076 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -5549187.000000 Penalty: 3572.333740
	Iteration 26Q: 3 clusters Score -5549187 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -5549309.000000 Penalty: 3572.333740
	Iteration 27Q: 3 clusters Score -5549309 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5549429.000000 Penalty: 3572.333740
	Iteration 28Q: 3 clusters Score -5549429 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -5549593.500000 Penalty: 3572.333740
	Iteration 29Q: 3 clusters Score -5549594 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -5549686.000000 Penalty: 3572.333740
	Iteration 30Q: 3 clusters Score -5549686 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -5549785.500000 Penalty: 3572.333740
	Iteration 31Q: 3 clusters Score -5549786 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -5549883.500000 Penalty: 3572.333740
	Iteration 32Q: 3 clusters Score -5549884 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5549996.000000 Penalty: 3572.333740
	Iteration 33Q: 3 clusters Score -5549996 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -5550126.000000 Penalty: 3572.333740
	Iteration 34Q: 3 clusters Score -5550126 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -5550224.500000 Penalty: 3572.333740
	Iteration 35Q: 3 clusters Score -5550224 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -5550315.000000 Penalty: 3572.333740
	Iteration 36Q: 3 clusters Score -5550315 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5550388.500000 Penalty: 3572.333740
	Iteration 37Q: 3 clusters Score -5550388 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -5550495.500000 Penalty: 3572.333740
	Iteration 38Q: 3 clusters Score -5550496 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -5550541.000000 Penalty: 3572.333740
	Iteration 39Q: 3 clusters Score -5550541 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -5550587.000000 Penalty: 3572.333740
	Iteration 40F: 3 clusters Score -5550587 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5550663.500000 Penalty: 3572.333740
	Iteration 41Q: 3 clusters Score -5550664 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5550712.000000 Penalty: 3572.333740
	Iteration 42Q: 3 clusters Score -5550712 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -5550757.000000 Penalty: 3572.333740
	Iteration 43Q: 3 clusters Score -5550757 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5550808.000000 Penalty: 3572.333740
	Iteration 44Q: 3 clusters Score -5550808 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5550872.000000 Penalty: 3572.333740
	Iteration 45Q: 3 clusters Score -5550872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5550911.000000 Penalty: 3572.333740
	Iteration 46Q: 3 clusters Score -5550911 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5550943.500000 Penalty: 3572.333740
	Iteration 47Q: 3 clusters Score -5550944 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5551018.500000 Penalty: 3572.333740
	Iteration 48Q: 3 clusters Score -5551018 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5551077.500000 Penalty: 3572.333740
	Iteration 49Q: 3 clusters Score -5551078 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5551122.500000 Penalty: 3572.333740
	Iteration 50Q: 3 clusters Score -5551122 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5551185.500000 Penalty: 3572.333740
	Iteration 51Q: 3 clusters Score -5551186 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5551258.500000 Penalty: 3572.333740
	Iteration 52Q: 3 clusters Score -5551258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5551334.000000 Penalty: 3572.333740
	Iteration 53Q: 3 clusters Score -5551334 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5551364.000000 Penalty: 3572.333740
	Iteration 54Q: 3 clusters Score -5551364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5551398.500000 Penalty: 3572.333740
	Iteration 55Q: 3 clusters Score -5551398 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5551433.500000 Penalty: 3572.333740
	Iteration 56Q: 3 clusters Score -5551434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5551450.000000 Penalty: 3572.333740
	Iteration 57Q: 3 clusters Score -5551450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5551492.000000 Penalty: 3572.333740
	Iteration 58Q: 3 clusters Score -5551492 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5551515.500000 Penalty: 3572.333740
	Iteration 59Q: 3 clusters Score -5551516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5551538.500000 Penalty: 3572.333740
	Iteration 60F: 3 clusters Score -5551538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5551547.000000 Penalty: 3572.333740
	Iteration 61Q: 3 clusters Score -5551547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5551557.000000 Penalty: 3572.333740
	Iteration 62Q: 3 clusters Score -5551557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5551567.000000 Penalty: 3572.333740
	Iteration 63Q: 3 clusters Score -5551567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5551581.500000 Penalty: 3572.333740
	Iteration 64Q: 3 clusters Score -5551582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5551590.000000 Penalty: 3572.333740
	Iteration 65Q: 3 clusters Score -5551590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5551590.000000 Penalty: 3572.333740
	Iteration 66Q: 3 clusters Score -5551590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5551601.000000 Penalty: 3572.333740
	Iteration 67Q: 3 clusters Score -5551601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5551605.000000 Penalty: 3572.333740
	Iteration 68Q: 3 clusters Score -5551605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5551611.000000 Penalty: 3572.333740
	Iteration 69Q: 3 clusters Score -5551611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5551616.000000 Penalty: 3572.333740
	Iteration 70Q: 3 clusters Score -5551616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5551605.500000 Penalty: 3572.333740
	Iteration 71Q: 3 clusters Score -5551606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5551608.000000 Penalty: 3572.333740
	Iteration 72Q: 3 clusters Score -5551608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5551604.000000 Penalty: 3572.333740
	Iteration 73Q: 3 clusters Score -5551604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5551605.000000 Penalty: 3572.333740
	Iteration 74Q: 3 clusters Score -5551605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5551605.500000 Penalty: 3572.333740
	Iteration 75Q: 3 clusters Score -5551606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5551619.500000 Penalty: 3572.333740
	Iteration 76Q: 3 clusters Score -5551620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5551627.500000 Penalty: 3572.333740
	Iteration 77Q: 3 clusters Score -5551628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5551645.500000 Penalty: 3572.333740
	Iteration 78Q: 3 clusters Score -5551646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5551644.500000 Penalty: 3572.333740
	Iteration 79Q: 3 clusters Score -5551644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5551645.500000 Penalty: 3572.333740
	Iteration 80F: 3 clusters Score -5551646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5551640.500000 Penalty: 3572.333740
	Iteration 81Q: 3 clusters Score -5551640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5551655.500000 Penalty: 3572.333740
	Iteration 82Q: 3 clusters Score -5551656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5551654.500000 Penalty: 3572.333740
	Iteration 83Q: 3 clusters Score -5551654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5551657.500000 Penalty: 3572.333740
	Iteration 84Q: 3 clusters Score -5551658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5551658.500000 Penalty: 3572.333740
	Iteration 85Q: 3 clusters Score -5551658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5551661.000000 Penalty: 3572.333740
	Iteration 86Q: 3 clusters Score -5551661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5551660.500000 Penalty: 3572.333740
	Iteration 87Q: 3 clusters Score -5551660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5551661.500000 Penalty: 3572.333740
	Iteration 88Q: 3 clusters Score -5551662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5551661.500000 Penalty: 3572.333740
	Iteration 89Q: 3 clusters Score -5551662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5551663.500000 Penalty: 3572.333740
	Iteration 90Q: 3 clusters Score -5551664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5551663.500000 Penalty: 3572.333740
	Iteration 91F: 3 clusters Score -5551664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Entering Unmasked Estep 
Score: -1203074.625000 Penalty: 1537.618164
	Iteration 0F: 2 clusters Score -1203075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1194091.875000 Penalty: 3075.236328
	Iteration 0F: 3 clusters Score -1194092 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1197008.500000 Penalty: 3075.236328
	Iteration 1F: 3 clusters Score -1197008 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1197245.875000 Penalty: 3075.236328
	Iteration 2Q: 3 clusters Score -1197246 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1197458.625000 Penalty: 3075.236328
	Iteration 3Q: 3 clusters Score -1197459 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1197659.500000 Penalty: 3075.236328
	Iteration 4Q: 3 clusters Score -1197660 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1197899.875000 Penalty: 3075.236328
	Iteration 5Q: 3 clusters Score -1197900 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1198164.500000 Penalty: 3075.236328
	Iteration 6Q: 3 clusters Score -1198164 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1198506.375000 Penalty: 3075.236328
	Iteration 7Q: 3 clusters Score -1198506 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1198971.625000 Penalty: 3075.236328
	Iteration 8F: 3 clusters Score -1198972 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1199486.000000 Penalty: 3075.236328
	Iteration 9F: 3 clusters Score -1199486 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1199990.625000 Penalty: 3075.236328
	Iteration 10F: 3 clusters Score -1199991 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1200420.500000 Penalty: 3075.236328
	Iteration 11Q: 3 clusters Score -1200420 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1200735.750000 Penalty: 3075.236328
	Iteration 12Q: 3 clusters Score -1200736 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1200954.500000 Penalty: 3075.236328
	Iteration 13Q: 3 clusters Score -1200954 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1201118.125000 Penalty: 3075.236328
	Iteration 14Q: 3 clusters Score -1201118 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1201272.875000 Penalty: 3075.236328
	Iteration 15Q: 3 clusters Score -1201273 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1201405.250000 Penalty: 3075.236328
	Iteration 16Q: 3 clusters Score -1201405 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1201512.250000 Penalty: 3075.236328
	Iteration 17Q: 3 clusters Score -1201512 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1201576.500000 Penalty: 3075.236328
	Iteration 18Q: 3 clusters Score -1201576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1201640.625000 Penalty: 3075.236328
	Iteration 19Q: 3 clusters Score -1201641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1201693.125000 Penalty: 3075.236328
	Iteration 20F: 3 clusters Score -1201693 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1201737.625000 Penalty: 3075.236328
	Iteration 21Q: 3 clusters Score -1201738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1201785.000000 Penalty: 3075.236328
	Iteration 22Q: 3 clusters Score -1201785 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1201830.250000 Penalty: 3075.236328
	Iteration 23Q: 3 clusters Score -1201830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1201862.875000 Penalty: 3075.236328
	Iteration 24Q: 3 clusters Score -1201863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1201893.875000 Penalty: 3075.236328
	Iteration 25Q: 3 clusters Score -1201894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1201916.250000 Penalty: 3075.236328
	Iteration 26Q: 3 clusters Score -1201916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1201934.000000 Penalty: 3075.236328
	Iteration 27Q: 3 clusters Score -1201934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1201951.375000 Penalty: 3075.236328
	Iteration 28Q: 3 clusters Score -1201951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1201964.250000 Penalty: 3075.236328
	Iteration 29Q: 3 clusters Score -1201964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1201973.500000 Penalty: 3075.236328
	Iteration 30Q: 3 clusters Score -1201974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1201983.875000 Penalty: 3075.236328
	Iteration 31Q: 3 clusters Score -1201984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1201992.750000 Penalty: 3075.236328
	Iteration 32Q: 3 clusters Score -1201993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1202000.750000 Penalty: 3075.236328
	Iteration 33Q: 3 clusters Score -1202001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1202009.125000 Penalty: 3075.236328
	Iteration 34Q: 3 clusters Score -1202009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1202020.875000 Penalty: 3075.236328
	Iteration 35Q: 3 clusters Score -1202021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1202029.500000 Penalty: 3075.236328
	Iteration 36Q: 3 clusters Score -1202030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1202032.625000 Penalty: 3075.236328
	Iteration 37Q: 3 clusters Score -1202033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1202040.875000 Penalty: 3075.236328
	Iteration 38Q: 3 clusters Score -1202041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1202045.750000 Penalty: 3075.236328
	Iteration 39Q: 3 clusters Score -1202046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1202051.125000 Penalty: 3075.236328
	Iteration 40F: 3 clusters Score -1202051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1202057.125000 Penalty: 3075.236328
	Iteration 41Q: 3 clusters Score -1202057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1202062.625000 Penalty: 3075.236328
	Iteration 42Q: 3 clusters Score -1202063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1202069.375000 Penalty: 3075.236328
	Iteration 43Q: 3 clusters Score -1202069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1202071.250000 Penalty: 3075.236328
	Iteration 44Q: 3 clusters Score -1202071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1202076.125000 Penalty: 3075.236328
	Iteration 45Q: 3 clusters Score -1202076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1202078.625000 Penalty: 3075.236328
	Iteration 46Q: 3 clusters Score -1202079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1202079.625000 Penalty: 3075.236328
	Iteration 47Q: 3 clusters Score -1202080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1202086.125000 Penalty: 3075.236328
	Iteration 48Q: 3 clusters Score -1202086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1202085.375000 Penalty: 3075.236328
	Iteration 49Q: 3 clusters Score -1202085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1202085.125000 Penalty: 3075.236328
	Iteration 50Q: 3 clusters Score -1202085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1202083.750000 Penalty: 3075.236328
	Iteration 51Q: 3 clusters Score -1202084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1202082.250000 Penalty: 3075.236328
	Iteration 52Q: 3 clusters Score -1202082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1202083.125000 Penalty: 3075.236328
	Iteration 53Q: 3 clusters Score -1202083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1202087.250000 Penalty: 3075.236328
	Iteration 54Q: 3 clusters Score -1202087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1202087.250000 Penalty: 3075.236328
	Iteration 55Q: 3 clusters Score -1202087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1202086.500000 Penalty: 3075.236328
	Iteration 56Q: 3 clusters Score -1202086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1202089.375000 Penalty: 3075.236328
	Iteration 57Q: 3 clusters Score -1202089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1202089.125000 Penalty: 3075.236328
	Iteration 58Q: 3 clusters Score -1202089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1202092.125000 Penalty: 3075.236328
	Iteration 59Q: 3 clusters Score -1202092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1202094.000000 Penalty: 3075.236328
	Iteration 60F: 3 clusters Score -1202094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1202093.500000 Penalty: 3075.236328
	Iteration 61Q: 3 clusters Score -1202094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1202097.375000 Penalty: 3075.236328
	Iteration 62Q: 3 clusters Score -1202097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1202098.500000 Penalty: 3075.236328
	Iteration 63Q: 3 clusters Score -1202098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1202103.000000 Penalty: 3075.236328
	Iteration 64Q: 3 clusters Score -1202103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1202099.250000 Penalty: 3075.236328
	Iteration 65Q: 3 clusters Score -1202099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1202099.125000 Penalty: 3075.236328
	Iteration 66Q: 3 clusters Score -1202099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1202100.125000 Penalty: 3075.236328
	Iteration 67Q: 3 clusters Score -1202100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1202100.125000 Penalty: 3075.236328
	Iteration 68F: 3 clusters Score -1202100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -91635.421875 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -91635.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -90150.265625 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -90150.27 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -90460.218750 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -90460.22 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90578.851562 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -90578.85 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90658.406250 Penalty: 2286.462402
	Iteration 3F: 3 clusters Score -90658.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90727.960938 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -90727.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90790.757812 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -90790.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90821.734375 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -90821.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90876.421875 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -90876.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90897.906250 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -90897.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90913.078125 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -90913.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90932.523438 Penalty: 2286.462402
	Iteration 10Q: 3 clusters Score -90932.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90949.468750 Penalty: 2286.462402
	Iteration 11Q: 3 clusters Score -90949.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90975.484375 Penalty: 2286.462402
	Iteration 12Q: 3 clusters Score -90975.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90992.015625 Penalty: 2286.462402
	Iteration 13Q: 3 clusters Score -90992.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91004.359375 Penalty: 2286.462402
	Iteration 14Q: 3 clusters Score -91004.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91015.203125 Penalty: 2286.462402
	Iteration 15Q: 3 clusters Score -91015.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91029.843750 Penalty: 2286.462402
	Iteration 16Q: 3 clusters Score -91029.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91032.265625 Penalty: 2286.462402
	Iteration 17Q: 3 clusters Score -91032.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91034.304688 Penalty: 2286.462402
	Iteration 18Q: 3 clusters Score -91034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91035.023438 Penalty: 2286.462402
	Iteration 19Q: 3 clusters Score -91035.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91035.468750 Penalty: 2286.462402
	Iteration 20F: 3 clusters Score -91035.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Entering Unmasked Estep 
Score: -1218522.125000 Penalty: 1537.479248
	Iteration 0F: 2 clusters Score -1218522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1209502.250000 Penalty: 3074.958496
	Iteration 0F: 3 clusters Score -1209502 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1212540.625000 Penalty: 3074.958496
	Iteration 1F: 3 clusters Score -1212541 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1212849.000000 Penalty: 3074.958496
	Iteration 2F: 3 clusters Score -1212849 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1213090.625000 Penalty: 3074.958496
	Iteration 3Q: 3 clusters Score -1213091 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1213302.000000 Penalty: 3074.958496
	Iteration 4Q: 3 clusters Score -1213302 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1213483.875000 Penalty: 3074.958496
	Iteration 5Q: 3 clusters Score -1213484 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1213656.125000 Penalty: 3074.958496
	Iteration 6Q: 3 clusters Score -1213656 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1213880.750000 Penalty: 3074.958496
	Iteration 7Q: 3 clusters Score -1213881 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1214176.500000 Penalty: 3074.958496
	Iteration 8Q: 3 clusters Score -1214176 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1214567.875000 Penalty: 3074.958496
	Iteration 9F: 3 clusters Score -1214568 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1215009.750000 Penalty: 3074.958496
	Iteration 10F: 3 clusters Score -1215010 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1215446.125000 Penalty: 3074.958496
	Iteration 11F: 3 clusters Score -1215446 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1215874.625000 Penalty: 3074.958496
	Iteration 12Q: 3 clusters Score -1215875 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1216262.250000 Penalty: 3074.958496
	Iteration 13Q: 3 clusters Score -1216262 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1216589.750000 Penalty: 3074.958496
	Iteration 14Q: 3 clusters Score -1216590 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1216824.250000 Penalty: 3074.958496
	Iteration 15Q: 3 clusters Score -1216824 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1216972.375000 Penalty: 3074.958496
	Iteration 16Q: 3 clusters Score -1216972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1217062.625000 Penalty: 3074.958496
	Iteration 17Q: 3 clusters Score -1217063 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1217140.000000 Penalty: 3074.958496
	Iteration 18Q: 3 clusters Score -1217140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1217196.125000 Penalty: 3074.958496
	Iteration 19Q: 3 clusters Score -1217196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1217272.250000 Penalty: 3074.958496
	Iteration 20F: 3 clusters Score -1217272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1217311.375000 Penalty: 3074.958496
	Iteration 21Q: 3 clusters Score -1217311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1217343.625000 Penalty: 3074.958496
	Iteration 22Q: 3 clusters Score -1217344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1217360.875000 Penalty: 3074.958496
	Iteration 23Q: 3 clusters Score -1217361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1217380.000000 Penalty: 3074.958496
	Iteration 24Q: 3 clusters Score -1217380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1217397.500000 Penalty: 3074.958496
	Iteration 25Q: 3 clusters Score -1217398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1217407.375000 Penalty: 3074.958496
	Iteration 26Q: 3 clusters Score -1217407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1217414.875000 Penalty: 3074.958496
	Iteration 27Q: 3 clusters Score -1217415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1217419.125000 Penalty: 3074.958496
	Iteration 28Q: 3 clusters Score -1217419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1217420.625000 Penalty: 3074.958496
	Iteration 29Q: 3 clusters Score -1217421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1217423.750000 Penalty: 3074.958496
	Iteration 30Q: 3 clusters Score -1217424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1217421.875000 Penalty: 3074.958496
	Iteration 31Q: 3 clusters Score -1217422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1217425.125000 Penalty: 3074.958496
	Iteration 32Q: 3 clusters Score -1217425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1217427.125000 Penalty: 3074.958496
	Iteration 33Q: 3 clusters Score -1217427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1217427.500000 Penalty: 3074.958496
	Iteration 34Q: 3 clusters Score -1217428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1217427.500000 Penalty: 3074.958496
	Iteration 35F: 3 clusters Score -1217428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -390328.375000 Penalty: 1367.391602
	Iteration 0F: 2 clusters Score -390328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -386758.187500 Penalty: 2734.783203
	Iteration 0F: 3 clusters Score -386758.2 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -388102.593750 Penalty: 2734.783203
	Iteration 1F: 3 clusters Score -388102.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -388629.687500 Penalty: 2734.783203
	Iteration 2F: 3 clusters Score -388629.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -389061.875000 Penalty: 2734.783203
	Iteration 3F: 3 clusters Score -389061.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -389389.937500 Penalty: 2734.783203
	Iteration 4F: 3 clusters Score -389389.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -389621.937500 Penalty: 2734.783203
	Iteration 5F: 3 clusters Score -389621.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -389769.531250 Penalty: 2734.783203
	Iteration 6Q: 3 clusters Score -389769.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -389864.218750 Penalty: 2734.783203
	Iteration 7Q: 3 clusters Score -389864.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -389916.906250 Penalty: 2734.783203
	Iteration 8Q: 3 clusters Score -389916.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -389946.156250 Penalty: 2734.783203
	Iteration 9Q: 3 clusters Score -389946.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -389965.343750 Penalty: 2734.783203
	Iteration 10Q: 3 clusters Score -389965.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -389975.437500 Penalty: 2734.783203
	Iteration 11Q: 3 clusters Score -389975.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -389979.937500 Penalty: 2734.783203
	Iteration 12Q: 3 clusters Score -389979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -389982.468750 Penalty: 2734.783203
	Iteration 13Q: 3 clusters Score -389982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -389984.031250 Penalty: 2734.783203
	Iteration 14Q: 3 clusters Score -389984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -389984.406250 Penalty: 2734.783203
	Iteration 15Q: 3 clusters Score -389984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -389984.406250 Penalty: 2734.783203
	Iteration 16F: 3 clusters Score -389984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (319231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319231 members 
Entering Unmasked Estep 
Score: -29200522.000000 Penalty: 2059.471436
	Iteration 0F: 2 clusters Score -2.920052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159578 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -28994378.000000 Penalty: 4118.942871
	Iteration 0F: 3 clusters Score -2.899438e+07 nChanged 155887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158541 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -29088190.000000 Penalty: 4118.942871
	Iteration 1F: 3 clusters Score -2.908819e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -29089952.000000 Penalty: 4118.942871
	Iteration 2Q: 3 clusters Score -2.908995e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -29092404.000000 Penalty: 4118.942871
	Iteration 3Q: 3 clusters Score -2.90924e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -29095950.000000 Penalty: 4118.942871
	Iteration 4Q: 3 clusters Score -2.909595e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -29101536.000000 Penalty: 4118.942871
	Iteration 5Q: 3 clusters Score -2.910154e+07 nChanged 16155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -29110486.000000 Penalty: 4118.942871
	Iteration 6F: 3 clusters Score -2.911049e+07 nChanged 19374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153507 members 
Mstep: Class 2 contains 165724 members 
Entering Unmasked Estep 
Score: -29124442.000000 Penalty: 4118.942871
	Iteration 7F: 3 clusters Score -2.912444e+07 nChanged 21209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -29140428.000000 Penalty: 4118.942871
	Iteration 8F: 3 clusters Score -2.914043e+07 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154489 members 
Mstep: Class 2 contains 164742 members 
Entering Unmasked Estep 
Score: -29150318.000000 Penalty: 4118.942871
	Iteration 9F: 3 clusters Score -2.915032e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155663 members 
Mstep: Class 2 contains 163568 members 
Entering Unmasked Estep 
Score: -29153508.000000 Penalty: 4118.942871
	Iteration 10Q: 3 clusters Score -2.915351e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156757 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -29154422.000000 Penalty: 4118.942871
	Iteration 11Q: 3 clusters Score -2.915442e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157891 members 
Mstep: Class 2 contains 161340 members 
Entering Unmasked Estep 
Score: -29154656.000000 Penalty: 4118.942871
	Iteration 12Q: 3 clusters Score -2.915466e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 160252 members 
Entering Unmasked Estep 
Score: -29154782.000000 Penalty: 4118.942871
	Iteration 13Q: 3 clusters Score -2.915478e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -29154922.000000 Penalty: 4118.942871
	Iteration 14Q: 3 clusters Score -2.915492e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161294 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -29154986.000000 Penalty: 4118.942871
	Iteration 15Q: 3 clusters Score -2.915499e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162530 members 
Mstep: Class 2 contains 156701 members 
Entering Unmasked Estep 
Score: -29155230.000000 Penalty: 4118.942871
	Iteration 16Q: 3 clusters Score -2.915523e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163834 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -29155398.000000 Penalty: 4118.942871
	Iteration 17Q: 3 clusters Score -2.91554e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -29155620.000000 Penalty: 4118.942871
	Iteration 18Q: 3 clusters Score -2.915562e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 152793 members 
Entering Unmasked Estep 
Score: -29155854.000000 Penalty: 4118.942871
	Iteration 19Q: 3 clusters Score -2.915585e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167830 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -29156160.000000 Penalty: 4118.942871
	Iteration 20F: 3 clusters Score -2.915616e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169171 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -29156284.000000 Penalty: 4118.942871
	Iteration 21Q: 3 clusters Score -2.915628e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 148646 members 
Entering Unmasked Estep 
Score: -29156588.000000 Penalty: 4118.942871
	Iteration 22Q: 3 clusters Score -2.915659e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171889 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -29156916.000000 Penalty: 4118.942871
	Iteration 23Q: 3 clusters Score -2.915692e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -29157238.000000 Penalty: 4118.942871
	Iteration 24Q: 3 clusters Score -2.915724e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174335 members 
Mstep: Class 2 contains 144896 members 
Entering Unmasked Estep 
Score: -29157444.000000 Penalty: 4118.942871
	Iteration 25Q: 3 clusters Score -2.915744e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175493 members 
Mstep: Class 2 contains 143738 members 
Entering Unmasked Estep 
Score: -29157650.000000 Penalty: 4118.942871
	Iteration 26Q: 3 clusters Score -2.915765e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176645 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -29157912.000000 Penalty: 4118.942871
	Iteration 27Q: 3 clusters Score -2.915791e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177861 members 
Mstep: Class 2 contains 141370 members 
Entering Unmasked Estep 
Score: -29158040.000000 Penalty: 4118.942871
	Iteration 28Q: 3 clusters Score -2.915804e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 140158 members 
Entering Unmasked Estep 
Score: -29158124.000000 Penalty: 4118.942871
	Iteration 29Q: 3 clusters Score -2.915812e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180299 members 
Mstep: Class 2 contains 138932 members 
Entering Unmasked Estep 
Score: -29158344.000000 Penalty: 4118.942871
	Iteration 30Q: 3 clusters Score -2.915834e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181527 members 
Mstep: Class 2 contains 137704 members 
Entering Unmasked Estep 
Score: -29158554.000000 Penalty: 4118.942871
	Iteration 31Q: 3 clusters Score -2.915855e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182832 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -29158836.000000 Penalty: 4118.942871
	Iteration 32Q: 3 clusters Score -2.915884e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184153 members 
Mstep: Class 2 contains 135078 members 
Entering Unmasked Estep 
Score: -29159126.000000 Penalty: 4118.942871
	Iteration 33Q: 3 clusters Score -2.915913e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185550 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -29159398.000000 Penalty: 4118.942871
	Iteration 34Q: 3 clusters Score -2.91594e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186997 members 
Mstep: Class 2 contains 132234 members 
Entering Unmasked Estep 
Score: -29159676.000000 Penalty: 4118.942871
	Iteration 35Q: 3 clusters Score -2.915968e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188452 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -29159940.000000 Penalty: 4118.942871
	Iteration 36Q: 3 clusters Score -2.915994e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189966 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -29160076.000000 Penalty: 4118.942871
	Iteration 37Q: 3 clusters Score -2.916008e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 127742 members 
Entering Unmasked Estep 
Score: -29160304.000000 Penalty: 4118.942871
	Iteration 38Q: 3 clusters Score -2.91603e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193119 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -29160646.000000 Penalty: 4118.942871
	Iteration 39Q: 3 clusters Score -2.916065e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194780 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -29160868.000000 Penalty: 4118.942871
	Iteration 40F: 3 clusters Score -2.916087e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196414 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -29161230.000000 Penalty: 4118.942871
	Iteration 41Q: 3 clusters Score -2.916123e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198032 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -29161430.000000 Penalty: 4118.942871
	Iteration 42Q: 3 clusters Score -2.916143e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -29161750.000000 Penalty: 4118.942871
	Iteration 43Q: 3 clusters Score -2.916175e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201264 members 
Mstep: Class 2 contains 117967 members 
Entering Unmasked Estep 
Score: -29162034.000000 Penalty: 4118.942871
	Iteration 44Q: 3 clusters Score -2.916203e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202950 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -29162314.000000 Penalty: 4118.942871
	Iteration 45Q: 3 clusters Score -2.916231e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204654 members 
Mstep: Class 2 contains 114577 members 
Entering Unmasked Estep 
Score: -29162584.000000 Penalty: 4118.942871
	Iteration 46Q: 3 clusters Score -2.916258e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206367 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -29162678.000000 Penalty: 4118.942871
	Iteration 47Q: 3 clusters Score -2.916268e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208063 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -29163032.000000 Penalty: 4118.942871
	Iteration 48Q: 3 clusters Score -2.916303e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209801 members 
Mstep: Class 2 contains 109430 members 
Entering Unmasked Estep 
Score: -29163224.000000 Penalty: 4118.942871
	Iteration 49Q: 3 clusters Score -2.916322e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211607 members 
Mstep: Class 2 contains 107624 members 
Entering Unmasked Estep 
Score: -29163614.000000 Penalty: 4118.942871
	Iteration 50Q: 3 clusters Score -2.916361e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213499 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -29164002.000000 Penalty: 4118.942871
	Iteration 51Q: 3 clusters Score -2.9164e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215507 members 
Mstep: Class 2 contains 103724 members 
Entering Unmasked Estep 
Score: -29164314.000000 Penalty: 4118.942871
	Iteration 52Q: 3 clusters Score -2.916431e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217567 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -29164676.000000 Penalty: 4118.942871
	Iteration 53Q: 3 clusters Score -2.916468e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219617 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -29165040.000000 Penalty: 4118.942871
	Iteration 54Q: 3 clusters Score -2.916504e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221720 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -29165412.000000 Penalty: 4118.942871
	Iteration 55Q: 3 clusters Score -2.916541e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223884 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -29165812.000000 Penalty: 4118.942871
	Iteration 56Q: 3 clusters Score -2.916581e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226009 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -29166332.000000 Penalty: 4118.942871
	Iteration 57Q: 3 clusters Score -2.916633e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228195 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -29166734.000000 Penalty: 4118.942871
	Iteration 58Q: 3 clusters Score -2.916673e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230474 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -29167122.000000 Penalty: 4118.942871
	Iteration 59Q: 3 clusters Score -2.916712e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232762 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -29167742.000000 Penalty: 4118.942871
	Iteration 60F: 3 clusters Score -2.916774e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235213 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -29168236.000000 Penalty: 4118.942871
	Iteration 61Q: 3 clusters Score -2.916824e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237802 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -29168928.000000 Penalty: 4118.942871
	Iteration 62Q: 3 clusters Score -2.916893e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240459 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -29169702.000000 Penalty: 4118.942871
	Iteration 63Q: 3 clusters Score -2.91697e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243098 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -29170712.000000 Penalty: 4118.942871
	Iteration 64Q: 3 clusters Score -2.917071e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245796 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -29171616.000000 Penalty: 4118.942871
	Iteration 65Q: 3 clusters Score -2.917162e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248463 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -29172618.000000 Penalty: 4118.942871
	Iteration 66Q: 3 clusters Score -2.917262e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251259 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -29173782.000000 Penalty: 4118.942871
	Iteration 67Q: 3 clusters Score -2.917378e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254100 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -29174936.000000 Penalty: 4118.942871
	Iteration 68Q: 3 clusters Score -2.917494e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256919 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -29176290.000000 Penalty: 4118.942871
	Iteration 69Q: 3 clusters Score -2.917629e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259654 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -29177644.000000 Penalty: 4118.942871
	Iteration 70Q: 3 clusters Score -2.917764e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262271 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -29178982.000000 Penalty: 4118.942871
	Iteration 71Q: 3 clusters Score -2.917898e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264833 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -29180342.000000 Penalty: 4118.942871
	Iteration 72Q: 3 clusters Score -2.918034e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267342 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -29182038.000000 Penalty: 4118.942871
	Iteration 73Q: 3 clusters Score -2.918204e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269756 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -29183816.000000 Penalty: 4118.942871
	Iteration 74Q: 3 clusters Score -2.918382e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272036 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -29185254.000000 Penalty: 4118.942871
	Iteration 75Q: 3 clusters Score -2.918525e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274189 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -29186388.000000 Penalty: 4118.942871
	Iteration 76Q: 3 clusters Score -2.918639e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276174 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -29187438.000000 Penalty: 4118.942871
	Iteration 77Q: 3 clusters Score -2.918744e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278032 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -29188546.000000 Penalty: 4118.942871
	Iteration 78Q: 3 clusters Score -2.918855e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279766 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -29189506.000000 Penalty: 4118.942871
	Iteration 79Q: 3 clusters Score -2.918951e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281382 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -29190286.000000 Penalty: 4118.942871
	Iteration 80F: 3 clusters Score -2.919029e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282907 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -29190856.000000 Penalty: 4118.942871
	Iteration 81Q: 3 clusters Score -2.919086e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284314 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -29191266.000000 Penalty: 4118.942871
	Iteration 82Q: 3 clusters Score -2.919127e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285645 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -29191766.000000 Penalty: 4118.942871
	Iteration 83Q: 3 clusters Score -2.919177e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286927 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -29192518.000000 Penalty: 4118.942871
	Iteration 84Q: 3 clusters Score -2.919252e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288295 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -29193112.000000 Penalty: 4118.942871
	Iteration 85Q: 3 clusters Score -2.919311e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289666 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -29193790.000000 Penalty: 4118.942871
	Iteration 86Q: 3 clusters Score -2.919379e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291127 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -29194324.000000 Penalty: 4118.942871
	Iteration 87Q: 3 clusters Score -2.919432e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292602 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -29194792.000000 Penalty: 4118.942871
	Iteration 88Q: 3 clusters Score -2.919479e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294010 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -29195066.000000 Penalty: 4118.942871
	Iteration 89Q: 3 clusters Score -2.919507e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295567 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -29195412.000000 Penalty: 4118.942871
	Iteration 90Q: 3 clusters Score -2.919541e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297287 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -29195798.000000 Penalty: 4118.942871
	Iteration 91Q: 3 clusters Score -2.91958e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299097 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -29196194.000000 Penalty: 4118.942871
	Iteration 92Q: 3 clusters Score -2.919619e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301003 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -29196734.000000 Penalty: 4118.942871
	Iteration 93Q: 3 clusters Score -2.919673e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303084 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -29197478.000000 Penalty: 4118.942871
	Iteration 94Q: 3 clusters Score -2.919748e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305288 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -29197900.000000 Penalty: 4118.942871
	Iteration 95Q: 3 clusters Score -2.91979e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307513 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -29198152.000000 Penalty: 4118.942871
	Iteration 96Q: 3 clusters Score -2.919815e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309762 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -29198570.000000 Penalty: 4118.942871
	Iteration 97Q: 3 clusters Score -2.919857e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311898 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -29198846.000000 Penalty: 4118.942871
	Iteration 98Q: 3 clusters Score -2.919885e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313775 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -29199066.000000 Penalty: 4118.942871
	Iteration 99Q: 3 clusters Score -2.919907e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315314 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -29198944.000000 Penalty: 4118.942871
	Iteration 100F: 3 clusters Score -2.919894e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316523 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -29199066.000000 Penalty: 4118.942871
	Iteration 101Q: 3 clusters Score -2.919907e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317340 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -29198978.000000 Penalty: 4118.942871
	Iteration 102Q: 3 clusters Score -2.919898e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317836 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -29198974.000000 Penalty: 4118.942871
	Iteration 103Q: 3 clusters Score -2.919897e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318172 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -29199016.000000 Penalty: 4118.942871
	Iteration 104Q: 3 clusters Score -2.919902e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318383 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -29198992.000000 Penalty: 4118.942871
	Iteration 105Q: 3 clusters Score -2.919899e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318519 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -29198998.000000 Penalty: 4118.942871
	Iteration 106Q: 3 clusters Score -2.9199e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318613 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -29198956.000000 Penalty: 4118.942871
	Iteration 107Q: 3 clusters Score -2.919896e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318681 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -29198956.000000 Penalty: 4118.942871
	Iteration 108Q: 3 clusters Score -2.919896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318727 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -29198928.000000 Penalty: 4118.942871
	Iteration 109Q: 3 clusters Score -2.919893e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318760 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -29198926.000000 Penalty: 4118.942871
	Iteration 110Q: 3 clusters Score -2.919893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318785 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -29198922.000000 Penalty: 4118.942871
	Iteration 111Q: 3 clusters Score -2.919892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318804 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29198962.000000 Penalty: 4118.942871
	Iteration 112Q: 3 clusters Score -2.919896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318817 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29198972.000000 Penalty: 4118.942871
	Iteration 113Q: 3 clusters Score -2.919897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318827 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -29198980.000000 Penalty: 4118.942871
	Iteration 114Q: 3 clusters Score -2.919898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318837 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29198976.000000 Penalty: 4118.942871
	Iteration 115Q: 3 clusters Score -2.919898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318844 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -29198968.000000 Penalty: 4118.942871
	Iteration 116Q: 3 clusters Score -2.919897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318847 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29198962.000000 Penalty: 4118.942871
	Iteration 117Q: 3 clusters Score -2.919896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318849 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29198968.000000 Penalty: 4118.942871
	Iteration 118Q: 3 clusters Score -2.919897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318850 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29198956.000000 Penalty: 4118.942871
	Iteration 119Q: 3 clusters Score -2.919896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318852 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29198960.000000 Penalty: 4118.942871
	Iteration 120F: 3 clusters Score -2.919896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318854 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29198956.000000 Penalty: 4118.942871
	Iteration 121Q: 3 clusters Score -2.919896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318855 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29198960.000000 Penalty: 4118.942871
	Iteration 122Q: 3 clusters Score -2.919896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318855 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29198960.000000 Penalty: 4118.942871
	Iteration 123Q: 3 clusters Score -2.919896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318855 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29198960.000000 Penalty: 4118.942871
	Iteration 124F: 3 clusters Score -2.919896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Entering Unmasked Estep 
Score: -4031032.000000 Penalty: 1734.451782
	Iteration 0F: 2 clusters Score -4031032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4002246.500000 Penalty: 3468.903564
	Iteration 0F: 3 clusters Score -4002246 nChanged 20139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4013736.500000 Penalty: 3468.903564
	Iteration 1F: 3 clusters Score -4013736 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4014564.750000 Penalty: 3468.903564
	Iteration 2Q: 3 clusters Score -4014565 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4015587.500000 Penalty: 3468.903564
	Iteration 3Q: 3 clusters Score -4015588 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -4016869.500000 Penalty: 3468.903564
	Iteration 4F: 3 clusters Score -4016870 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -4018361.750000 Penalty: 3468.903564
	Iteration 5F: 3 clusters Score -4018362 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4020102.250000 Penalty: 3468.903564
	Iteration 6F: 3 clusters Score -4020102 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -4021889.250000 Penalty: 3468.903564
	Iteration 7F: 3 clusters Score -4021889 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -4023287.250000 Penalty: 3468.903564
	Iteration 8F: 3 clusters Score -4023287 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -4024071.500000 Penalty: 3468.903564
	Iteration 9Q: 3 clusters Score -4024072 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4024437.250000 Penalty: 3468.903564
	Iteration 10Q: 3 clusters Score -4024437 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -4024595.000000 Penalty: 3468.903564
	Iteration 11Q: 3 clusters Score -4024595 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4024746.500000 Penalty: 3468.903564
	Iteration 12Q: 3 clusters Score -4024746 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4024830.250000 Penalty: 3468.903564
	Iteration 13Q: 3 clusters Score -4024830 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4024939.250000 Penalty: 3468.903564
	Iteration 14Q: 3 clusters Score -4024939 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -4025020.250000 Penalty: 3468.903564
	Iteration 15Q: 3 clusters Score -4025020 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4025109.750000 Penalty: 3468.903564
	Iteration 16Q: 3 clusters Score -4025110 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4025243.750000 Penalty: 3468.903564
	Iteration 17Q: 3 clusters Score -4025244 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -4025322.250000 Penalty: 3468.903564
	Iteration 18Q: 3 clusters Score -4025322 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4025383.500000 Penalty: 3468.903564
	Iteration 19Q: 3 clusters Score -4025384 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4025463.500000 Penalty: 3468.903564
	Iteration 20F: 3 clusters Score -4025464 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -4025559.000000 Penalty: 3468.903564
	Iteration 21Q: 3 clusters Score -4025559 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -4025616.500000 Penalty: 3468.903564
	Iteration 22Q: 3 clusters Score -4025616 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4025684.500000 Penalty: 3468.903564
	Iteration 23Q: 3 clusters Score -4025684 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -4025727.000000 Penalty: 3468.903564
	Iteration 24Q: 3 clusters Score -4025727 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -4025809.750000 Penalty: 3468.903564
	Iteration 25Q: 3 clusters Score -4025810 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -4025859.750000 Penalty: 3468.903564
	Iteration 26Q: 3 clusters Score -4025860 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4025926.000000 Penalty: 3468.903564
	Iteration 27Q: 3 clusters Score -4025926 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4025971.250000 Penalty: 3468.903564
	Iteration 28Q: 3 clusters Score -4025971 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4026008.250000 Penalty: 3468.903564
	Iteration 29Q: 3 clusters Score -4026008 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -4026056.500000 Penalty: 3468.903564
	Iteration 30Q: 3 clusters Score -4026056 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4026093.750000 Penalty: 3468.903564
	Iteration 31Q: 3 clusters Score -4026094 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4026120.250000 Penalty: 3468.903564
	Iteration 32Q: 3 clusters Score -4026120 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4026156.750000 Penalty: 3468.903564
	Iteration 33Q: 3 clusters Score -4026157 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4026173.750000 Penalty: 3468.903564
	Iteration 34Q: 3 clusters Score -4026174 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4026197.250000 Penalty: 3468.903564
	Iteration 35Q: 3 clusters Score -4026197 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4026207.500000 Penalty: 3468.903564
	Iteration 36Q: 3 clusters Score -4026208 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4026240.250000 Penalty: 3468.903564
	Iteration 37Q: 3 clusters Score -4026240 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4026277.500000 Penalty: 3468.903564
	Iteration 38Q: 3 clusters Score -4026278 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4026306.000000 Penalty: 3468.903564
	Iteration 39Q: 3 clusters Score -4026306 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -4026320.250000 Penalty: 3468.903564
	Iteration 40F: 3 clusters Score -4026320 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4026352.500000 Penalty: 3468.903564
	Iteration 41Q: 3 clusters Score -4026352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4026373.000000 Penalty: 3468.903564
	Iteration 42Q: 3 clusters Score -4026373 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4026410.000000 Penalty: 3468.903564
	Iteration 43Q: 3 clusters Score -4026410 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4026424.250000 Penalty: 3468.903564
	Iteration 44Q: 3 clusters Score -4026424 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4026448.000000 Penalty: 3468.903564
	Iteration 45Q: 3 clusters Score -4026448 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4026488.750000 Penalty: 3468.903564
	Iteration 46Q: 3 clusters Score -4026489 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4026521.750000 Penalty: 3468.903564
	Iteration 47Q: 3 clusters Score -4026522 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -4026560.000000 Penalty: 3468.903564
	Iteration 48Q: 3 clusters Score -4026560 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -4026580.000000 Penalty: 3468.903564
	Iteration 49Q: 3 clusters Score -4026580 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4026616.750000 Penalty: 3468.903564
	Iteration 50Q: 3 clusters Score -4026617 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4026680.500000 Penalty: 3468.903564
	Iteration 51Q: 3 clusters Score -4026680 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4026719.000000 Penalty: 3468.903564
	Iteration 52Q: 3 clusters Score -4026719 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4026754.500000 Penalty: 3468.903564
	Iteration 53Q: 3 clusters Score -4026754 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4026804.000000 Penalty: 3468.903564
	Iteration 54Q: 3 clusters Score -4026804 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4029722 nChanged 28
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	Iteration 135Q: 3 clusters Score -4029798 nChanged 15
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	Iteration 140F: 3 clusters Score -4029811 nChanged 7
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	Iteration 143Q: 3 clusters Score -4029814 nChanged 7
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	Iteration 147Q: 3 clusters Score -4029810 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4029812.000000 Penalty: 3468.903564
	Iteration 148Q: 3 clusters Score -4029812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4029811.750000 Penalty: 3468.903564
	Iteration 149Q: 3 clusters Score -4029812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4029813.250000 Penalty: 3468.903564
	Iteration 150Q: 3 clusters Score -4029813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4029810.000000 Penalty: 3468.903564
	Iteration 151Q: 3 clusters Score -4029810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4029810.000000 Penalty: 3468.903564
	Iteration 152Q: 3 clusters Score -4029810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4029814.750000 Penalty: 3468.903564
	Iteration 153Q: 3 clusters Score -4029815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4029813.500000 Penalty: 3468.903564
	Iteration 154Q: 3 clusters Score -4029814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4029816.500000 Penalty: 3468.903564
	Iteration 155Q: 3 clusters Score -4029816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4029816.750000 Penalty: 3468.903564
	Iteration 156Q: 3 clusters Score -4029817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4029816.250000 Penalty: 3468.903564
	Iteration 157Q: 3 clusters Score -4029816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4029813.000000 Penalty: 3468.903564
	Iteration 158Q: 3 clusters Score -4029813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4029815.500000 Penalty: 3468.903564
	Iteration 159Q: 3 clusters Score -4029816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4029812.750000 Penalty: 3468.903564
	Iteration 160F: 3 clusters Score -4029813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4029819.250000 Penalty: 3468.903564
	Iteration 161Q: 3 clusters Score -4029819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4029816.500000 Penalty: 3468.903564
	Iteration 162Q: 3 clusters Score -4029816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4029816.000000 Penalty: 3468.903564
	Iteration 163Q: 3 clusters Score -4029816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4029818.000000 Penalty: 3468.903564
	Iteration 164Q: 3 clusters Score -4029818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4029822.750000 Penalty: 3468.903564
	Iteration 165Q: 3 clusters Score -4029823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4029823.500000 Penalty: 3468.903564
	Iteration 166Q: 3 clusters Score -4029824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4029827.000000 Penalty: 3468.903564
	Iteration 167Q: 3 clusters Score -4029827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4029832.000000 Penalty: 3468.903564
	Iteration 168Q: 3 clusters Score -4029832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4029829.250000 Penalty: 3468.903564
	Iteration 169Q: 3 clusters Score -4029829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4029830.250000 Penalty: 3468.903564
	Iteration 170Q: 3 clusters Score -4029830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4029829.750000 Penalty: 3468.903564
	Iteration 171Q: 3 clusters Score -4029830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4029828.500000 Penalty: 3468.903564
	Iteration 172Q: 3 clusters Score -4029828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4029832.500000 Penalty: 3468.903564
	Iteration 173Q: 3 clusters Score -4029832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4029832.500000 Penalty: 3468.903564
	Iteration 174F: 3 clusters Score -4029832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -183203.093750 Penalty: 1229.357178
	Iteration 0F: 2 clusters Score -183203.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -181142.468750 Penalty: 2458.714355
	Iteration 0F: 3 clusters Score -181142.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -181550.906250 Penalty: 2458.714355
	Iteration 1F: 3 clusters Score -181550.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -181646.250000 Penalty: 2458.714355
	Iteration 2F: 3 clusters Score -181646.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -181695.156250 Penalty: 2458.714355
	Iteration 3Q: 3 clusters Score -181695.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -181722.968750 Penalty: 2458.714355
	Iteration 4Q: 3 clusters Score -181723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -181745.843750 Penalty: 2458.714355
	Iteration 5Q: 3 clusters Score -181745.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -181768.296875 Penalty: 2458.714355
	Iteration 6Q: 3 clusters Score -181768.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -181791.343750 Penalty: 2458.714355
	Iteration 7Q: 3 clusters Score -181791.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -181811.562500 Penalty: 2458.714355
	Iteration 8Q: 3 clusters Score -181811.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -181826.656250 Penalty: 2458.714355
	Iteration 9Q: 3 clusters Score -181826.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -181834.406250 Penalty: 2458.714355
	Iteration 10Q: 3 clusters Score -181834.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -181846.546875 Penalty: 2458.714355
	Iteration 11Q: 3 clusters Score -181846.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -181858.578125 Penalty: 2458.714355
	Iteration 12Q: 3 clusters Score -181858.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -181873.078125 Penalty: 2458.714355
	Iteration 13Q: 3 clusters Score -181873.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -181882.093750 Penalty: 2458.714355
	Iteration 14Q: 3 clusters Score -181882.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -181892.593750 Penalty: 2458.714355
	Iteration 15Q: 3 clusters Score -181892.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -181904.234375 Penalty: 2458.714355
	Iteration 16Q: 3 clusters Score -181904.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -181912.281250 Penalty: 2458.714355
	Iteration 17Q: 3 clusters Score -181912.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -181920.156250 Penalty: 2458.714355
	Iteration 18Q: 3 clusters Score -181920.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -181925.812500 Penalty: 2458.714355
	Iteration 19Q: 3 clusters Score -181925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -181931.390625 Penalty: 2458.714355
	Iteration 20F: 3 clusters Score -181931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -181934.250000 Penalty: 2458.714355
	Iteration 21Q: 3 clusters Score -181934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -181936.765625 Penalty: 2458.714355
	Iteration 22Q: 3 clusters Score -181936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -181942.234375 Penalty: 2458.714355
	Iteration 23Q: 3 clusters Score -181942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -181948.343750 Penalty: 2458.714355
	Iteration 24Q: 3 clusters Score -181948.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -181953.250000 Penalty: 2458.714355
	Iteration 25Q: 3 clusters Score -181953.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -181960.328125 Penalty: 2458.714355
	Iteration 26Q: 3 clusters Score -181960.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -181967.984375 Penalty: 2458.714355
	Iteration 27Q: 3 clusters Score -181968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -181973.109375 Penalty: 2458.714355
	Iteration 28Q: 3 clusters Score -181973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -181977.828125 Penalty: 2458.714355
	Iteration 29Q: 3 clusters Score -181977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -181979.843750 Penalty: 2458.714355
	Iteration 30Q: 3 clusters Score -181979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -181979.765625 Penalty: 2458.714355
	Iteration 31Q: 3 clusters Score -181979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -181979.765625 Penalty: 2458.714355
	Iteration 32F: 3 clusters Score -181979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Entering Unmasked Estep 
Score: -1977181.375000 Penalty: 1618.147949
	Iteration 0F: 2 clusters Score -1977181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1962870.875000 Penalty: 3236.295898
	Iteration 0F: 3 clusters Score -1962871 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1968067.500000 Penalty: 3236.295898
	Iteration 1F: 3 clusters Score -1968068 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1968486.875000 Penalty: 3236.295898
	Iteration 2F: 3 clusters Score -1968487 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1968969.000000 Penalty: 3236.295898
	Iteration 3Q: 3 clusters Score -1968969 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1969589.125000 Penalty: 3236.295898
	Iteration 4F: 3 clusters Score -1969589 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1970378.125000 Penalty: 3236.295898
	Iteration 5F: 3 clusters Score -1970378 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1971393.250000 Penalty: 3236.295898
	Iteration 6F: 3 clusters Score -1971393 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1972650.125000 Penalty: 3236.295898
	Iteration 7F: 3 clusters Score -1972650 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1973959.875000 Penalty: 3236.295898
	Iteration 8F: 3 clusters Score -1973960 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1974896.375000 Penalty: 3236.295898
	Iteration 9F: 3 clusters Score -1974896 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1975301.500000 Penalty: 3236.295898
	Iteration 10Q: 3 clusters Score -1975302 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1975464.250000 Penalty: 3236.295898
	Iteration 11Q: 3 clusters Score -1975464 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1975551.625000 Penalty: 3236.295898
	Iteration 12Q: 3 clusters Score -1975552 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1975604.000000 Penalty: 3236.295898
	Iteration 13Q: 3 clusters Score -1975604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1975651.500000 Penalty: 3236.295898
	Iteration 14Q: 3 clusters Score -1975652 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1975690.250000 Penalty: 3236.295898
	Iteration 15Q: 3 clusters Score -1975690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1975728.125000 Penalty: 3236.295898
	Iteration 16Q: 3 clusters Score -1975728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1975762.125000 Penalty: 3236.295898
	Iteration 17Q: 3 clusters Score -1975762 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1975788.500000 Penalty: 3236.295898
	Iteration 18Q: 3 clusters Score -1975788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1975825.125000 Penalty: 3236.295898
	Iteration 19Q: 3 clusters Score -1975825 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1975858.625000 Penalty: 3236.295898
	Iteration 20F: 3 clusters Score -1975859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1975882.000000 Penalty: 3236.295898
	Iteration 21Q: 3 clusters Score -1975882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1975918.750000 Penalty: 3236.295898
	Iteration 22Q: 3 clusters Score -1975919 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -1975942.500000 Penalty: 3236.295898
	Iteration 23Q: 3 clusters Score -1975942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1975956.875000 Penalty: 3236.295898
	Iteration 24Q: 3 clusters Score -1975957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1975967.375000 Penalty: 3236.295898
	Iteration 25Q: 3 clusters Score -1975967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1975978.625000 Penalty: 3236.295898
	Iteration 26Q: 3 clusters Score -1975979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1975987.500000 Penalty: 3236.295898
	Iteration 27Q: 3 clusters Score -1975988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1975998.750000 Penalty: 3236.295898
	Iteration 28Q: 3 clusters Score -1975999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1976008.625000 Penalty: 3236.295898
	Iteration 29Q: 3 clusters Score -1976009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1976009.375000 Penalty: 3236.295898
	Iteration 30Q: 3 clusters Score -1976009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1976024.375000 Penalty: 3236.295898
	Iteration 31Q: 3 clusters Score -1976024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -1976041.375000 Penalty: 3236.295898
	Iteration 32Q: 3 clusters Score -1976041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1976053.750000 Penalty: 3236.295898
	Iteration 33Q: 3 clusters Score -1976054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1976065.875000 Penalty: 3236.295898
	Iteration 34Q: 3 clusters Score -1976066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1976073.875000 Penalty: 3236.295898
	Iteration 35Q: 3 clusters Score -1976074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1976085.500000 Penalty: 3236.295898
	Iteration 36Q: 3 clusters Score -1976086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1976092.500000 Penalty: 3236.295898
	Iteration 37Q: 3 clusters Score -1976092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1976092.875000 Penalty: 3236.295898
	Iteration 38Q: 3 clusters Score -1976093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1976098.250000 Penalty: 3236.295898
	Iteration 39Q: 3 clusters Score -1976098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -1976107.375000 Penalty: 3236.295898
	Iteration 40F: 3 clusters Score -1976107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -1976115.000000 Penalty: 3236.295898
	Iteration 41Q: 3 clusters Score -1976115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1976129.625000 Penalty: 3236.295898
	Iteration 42Q: 3 clusters Score -1976130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1976132.250000 Penalty: 3236.295898
	Iteration 43Q: 3 clusters Score -1976132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1976138.625000 Penalty: 3236.295898
	Iteration 44Q: 3 clusters Score -1976139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -1976141.375000 Penalty: 3236.295898
	Iteration 45Q: 3 clusters Score -1976141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1976147.125000 Penalty: 3236.295898
	Iteration 46Q: 3 clusters Score -1976147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1976150.000000 Penalty: 3236.295898
	Iteration 47Q: 3 clusters Score -1976150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -1976163.500000 Penalty: 3236.295898
	Iteration 48Q: 3 clusters Score -1976164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -1976168.125000 Penalty: 3236.295898
	Iteration 49Q: 3 clusters Score -1976168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1976176.625000 Penalty: 3236.295898
	Iteration 50Q: 3 clusters Score -1976177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -1976184.875000 Penalty: 3236.295898
	Iteration 51Q: 3 clusters Score -1976185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1976190.750000 Penalty: 3236.295898
	Iteration 52Q: 3 clusters Score -1976191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1976196.500000 Penalty: 3236.295898
	Iteration 53Q: 3 clusters Score -1976196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1976197.625000 Penalty: 3236.295898
	Iteration 54Q: 3 clusters Score -1976198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1976205.500000 Penalty: 3236.295898
	Iteration 55Q: 3 clusters Score -1976206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1976216.125000 Penalty: 3236.295898
	Iteration 56Q: 3 clusters Score -1976216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1976222.500000 Penalty: 3236.295898
	Iteration 57Q: 3 clusters Score -1976222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -1976231.125000 Penalty: 3236.295898
	Iteration 58Q: 3 clusters Score -1976231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1976237.625000 Penalty: 3236.295898
	Iteration 59Q: 3 clusters Score -1976238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1976256.750000 Penalty: 3236.295898
	Iteration 60F: 3 clusters Score -1976257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1976263.625000 Penalty: 3236.295898
	Iteration 61Q: 3 clusters Score -1976264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -1976266.750000 Penalty: 3236.295898
	Iteration 62Q: 3 clusters Score -1976267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1976269.125000 Penalty: 3236.295898
	Iteration 63Q: 3 clusters Score -1976269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1976279.625000 Penalty: 3236.295898
	Iteration 64Q: 3 clusters Score -1976280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1976281.500000 Penalty: 3236.295898
	Iteration 65Q: 3 clusters Score -1976282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1976286.375000 Penalty: 3236.295898
	Iteration 66Q: 3 clusters Score -1976286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -1976283.875000 Penalty: 3236.295898
	Iteration 67Q: 3 clusters Score -1976284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1976285.625000 Penalty: 3236.295898
	Iteration 68Q: 3 clusters Score -1976286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1976284.750000 Penalty: 3236.295898
	Iteration 69Q: 3 clusters Score -1976285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1976285.625000 Penalty: 3236.295898
	Iteration 70Q: 3 clusters Score -1976286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1976284.500000 Penalty: 3236.295898
	Iteration 71Q: 3 clusters Score -1976284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1976283.125000 Penalty: 3236.295898
	Iteration 72Q: 3 clusters Score -1976283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1976283.125000 Penalty: 3236.295898
	Iteration 73F: 3 clusters Score -1976283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Entering Unmasked Estep 
Score: -3462679.500000 Penalty: 1709.644165
	Iteration 0F: 2 clusters Score -3462680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3437711.250000 Penalty: 3419.288330
	Iteration 0F: 3 clusters Score -3437711 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3447333.750000 Penalty: 3419.288330
	Iteration 1F: 3 clusters Score -3447334 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3447889.000000 Penalty: 3419.288330
	Iteration 2Q: 3 clusters Score -3447889 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3448626.000000 Penalty: 3419.288330
	Iteration 3Q: 3 clusters Score -3448626 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3449756.750000 Penalty: 3419.288330
	Iteration 4F: 3 clusters Score -3449757 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3451461.750000 Penalty: 3419.288330
	Iteration 5F: 3 clusters Score -3451462 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3453707.000000 Penalty: 3419.288330
	Iteration 6F: 3 clusters Score -3453707 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3456189.250000 Penalty: 3419.288330
	Iteration 7F: 3 clusters Score -3456189 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -3458245.750000 Penalty: 3419.288330
	Iteration 8F: 3 clusters Score -3458246 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -3459564.750000 Penalty: 3419.288330
	Iteration 9Q: 3 clusters Score -3459565 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -3460344.000000 Penalty: 3419.288330
	Iteration 10Q: 3 clusters Score -3460344 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -3460723.000000 Penalty: 3419.288330
	Iteration 11Q: 3 clusters Score -3460723 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3460922.750000 Penalty: 3419.288330
	Iteration 12Q: 3 clusters Score -3460923 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -3461030.500000 Penalty: 3419.288330
	Iteration 13Q: 3 clusters Score -3461030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -3461099.750000 Penalty: 3419.288330
	Iteration 14Q: 3 clusters Score -3461100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -3461131.750000 Penalty: 3419.288330
	Iteration 15Q: 3 clusters Score -3461132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -3461169.000000 Penalty: 3419.288330
	Iteration 16Q: 3 clusters Score -3461169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -3461191.000000 Penalty: 3419.288330
	Iteration 17Q: 3 clusters Score -3461191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -3461196.000000 Penalty: 3419.288330
	Iteration 18Q: 3 clusters Score -3461196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3461202.500000 Penalty: 3419.288330
	Iteration 19Q: 3 clusters Score -3461202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -3461209.250000 Penalty: 3419.288330
	Iteration 20F: 3 clusters Score -3461209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -3461218.250000 Penalty: 3419.288330
	Iteration 21Q: 3 clusters Score -3461218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -3461225.750000 Penalty: 3419.288330
	Iteration 22Q: 3 clusters Score -3461226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -3461232.250000 Penalty: 3419.288330
	Iteration 23Q: 3 clusters Score -3461232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -3461241.500000 Penalty: 3419.288330
	Iteration 24Q: 3 clusters Score -3461242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -3461246.000000 Penalty: 3419.288330
	Iteration 25Q: 3 clusters Score -3461246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -3461246.500000 Penalty: 3419.288330
	Iteration 26Q: 3 clusters Score -3461246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -3461248.250000 Penalty: 3419.288330
	Iteration 27Q: 3 clusters Score -3461248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3461246.000000 Penalty: 3419.288330
	Iteration 28Q: 3 clusters Score -3461246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -3461248.500000 Penalty: 3419.288330
	Iteration 29Q: 3 clusters Score -3461248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -3461248.500000 Penalty: 3419.288330
	Iteration 30F: 3 clusters Score -3461248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 24001 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 59385 members 
Mstep: Class 5 contains 12865 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12854 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 319231 members 
Mstep: Class 10 contains 43198 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 21117 members 
Mstep: Class 20 contains 37082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541368.000000 Penalty: 28115.259766
Iteration 279Q: 14 clusters Score -5.454137e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 24924 members 
Mstep: Class 4 contains 59322 members 
Mstep: Class 5 contains 12950 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12841 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 319215 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 21137 members 
Mstep: Class 20 contains 37079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541360.000000 Penalty: 28115.259766
Iteration 280F: 14 clusters Score -5.454136e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 23990 members 
Mstep: Class 3 contains 24962 members 
Mstep: Class 4 contains 59290 members 
Mstep: Class 5 contains 13028 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 12828 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 319199 members 
Mstep: Class 10 contains 43149 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 21158 members 
Mstep: Class 20 contains 37056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541388.000000 Penalty: 28115.259766
Iteration 281Q: 14 clusters Score -5.454139e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 23982 members 
Mstep: Class 3 contains 24994 members 
Mstep: Class 4 contains 59258 members 
Mstep: Class 5 contains 13120 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 12813 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 319158 members 
Mstep: Class 10 contains 43132 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 20 contains 37043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541416.000000 Penalty: 28115.259766
Iteration 282Q: 14 clusters Score -5.454142e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 23973 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 59225 members 
Mstep: Class 5 contains 13204 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 12795 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 319133 members 
Mstep: Class 10 contains 43108 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 21193 members 
Mstep: Class 20 contains 37036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541580.000000 Penalty: 28115.259766
Iteration 283Q: 14 clusters Score -5.454158e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 23968 members 
Mstep: Class 3 contains 25040 members 
Mstep: Class 4 contains 59198 members 
Mstep: Class 5 contains 13277 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 319108 members 
Mstep: Class 10 contains 43087 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 21208 members 
Mstep: Class 20 contains 37028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541660.000000 Penalty: 28115.259766
Iteration 284Q: 14 clusters Score -5.454166e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 23961 members 
Mstep: Class 3 contains 25049 members 
Mstep: Class 4 contains 59172 members 
Mstep: Class 5 contains 13345 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12781 members 
Mstep: Class 8 contains 4517 members 
Mstep: Class 9 contains 319093 members 
Mstep: Class 10 contains 43068 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 21222 members 
Mstep: Class 20 contains 37026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541628.000000 Penalty: 28115.259766
Iteration 285Q: 14 clusters Score -5.454163e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 23956 members 
Mstep: Class 3 contains 25069 members 
Mstep: Class 4 contains 59139 members 
Mstep: Class 5 contains 13403 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12771 members 
Mstep: Class 8 contains 4519 members 
Mstep: Class 9 contains 319070 members 
Mstep: Class 10 contains 43052 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 21236 members 
Mstep: Class 20 contains 37024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541640.000000 Penalty: 28115.259766
Iteration 286Q: 14 clusters Score -5.454164e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 23957 members 
Mstep: Class 3 contains 25082 members 
Mstep: Class 4 contains 59117 members 
Mstep: Class 5 contains 13450 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12766 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 319041 members 
Mstep: Class 10 contains 43035 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 21242 members 
Mstep: Class 20 contains 37032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541652.000000 Penalty: 28115.259766
Iteration 287Q: 14 clusters Score -5.454165e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 23955 members 
Mstep: Class 3 contains 25098 members 
Mstep: Class 4 contains 59093 members 
Mstep: Class 5 contains 13497 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12759 members 
Mstep: Class 8 contains 4521 members 
Mstep: Class 9 contains 319033 members 
Mstep: Class 10 contains 43020 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 21246 members 
Mstep: Class 20 contains 37032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541548.000000 Penalty: 28115.259766
Iteration 288Q: 14 clusters Score -5.454155e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 23952 members 
Mstep: Class 3 contains 25109 members 
Mstep: Class 4 contains 59064 members 
Mstep: Class 5 contains 13540 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12754 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 319010 members 
Mstep: Class 10 contains 43011 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 21254 members 
Mstep: Class 20 contains 37040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541532.000000 Penalty: 28115.259766
Iteration 289Q: 14 clusters Score -5.454153e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 23947 members 
Mstep: Class 3 contains 25125 members 
Mstep: Class 4 contains 59035 members 
Mstep: Class 5 contains 13574 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12746 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318999 members 
Mstep: Class 10 contains 43006 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 21257 members 
Mstep: Class 20 contains 37045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541588.000000 Penalty: 28115.259766
Iteration 290Q: 14 clusters Score -5.454159e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 23947 members 
Mstep: Class 3 contains 25147 members 
Mstep: Class 4 contains 59019 members 
Mstep: Class 5 contains 13603 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12735 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318980 members 
Mstep: Class 10 contains 43007 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 21255 members 
Mstep: Class 20 contains 37044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541612.000000 Penalty: 28115.259766
Iteration 291Q: 14 clusters Score -5.454161e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 25161 members 
Mstep: Class 4 contains 59006 members 
Mstep: Class 5 contains 13631 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12724 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318969 members 
Mstep: Class 10 contains 43005 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 21254 members 
Mstep: Class 20 contains 37046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541608.000000 Penalty: 28115.259766
Iteration 292Q: 14 clusters Score -5.454161e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 25173 members 
Mstep: Class 4 contains 58991 members 
Mstep: Class 5 contains 13659 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12715 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318955 members 
Mstep: Class 10 contains 43001 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 21256 members 
Mstep: Class 20 contains 37051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541576.000000 Penalty: 28115.259766
Iteration 293Q: 14 clusters Score -5.454158e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25184 members 
Mstep: Class 4 contains 58982 members 
Mstep: Class 5 contains 13684 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12705 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318938 members 
Mstep: Class 10 contains 42997 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 21260 members 
Mstep: Class 20 contains 37056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541576.000000 Penalty: 28115.259766
Iteration 294Q: 14 clusters Score -5.454158e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 23952 members 
Mstep: Class 3 contains 25191 members 
Mstep: Class 4 contains 58971 members 
Mstep: Class 5 contains 13704 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12696 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318930 members 
Mstep: Class 10 contains 42992 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 21261 members 
Mstep: Class 20 contains 37061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541580.000000 Penalty: 28115.259766
Iteration 295Q: 14 clusters Score -5.454158e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 23952 members 
Mstep: Class 3 contains 25203 members 
Mstep: Class 4 contains 58954 members 
Mstep: Class 5 contains 13720 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12692 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318920 members 
Mstep: Class 10 contains 42992 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 21268 members 
Mstep: Class 20 contains 37062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541608.000000 Penalty: 28115.259766
Iteration 296Q: 14 clusters Score -5.454161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 23952 members 
Mstep: Class 3 contains 25213 members 
Mstep: Class 4 contains 58932 members 
Mstep: Class 5 contains 13728 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12690 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318929 members 
Mstep: Class 10 contains 42991 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 21270 members 
Mstep: Class 20 contains 37062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541548.000000 Penalty: 28115.259766
Iteration 297Q: 14 clusters Score -5.454155e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 23953 members 
Mstep: Class 3 contains 25220 members 
Mstep: Class 4 contains 58916 members 
Mstep: Class 5 contains 13743 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12688 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318922 members 
Mstep: Class 10 contains 42991 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 21276 members 
Mstep: Class 20 contains 37061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541532.000000 Penalty: 28115.259766
Iteration 298Q: 14 clusters Score -5.454153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 23952 members 
Mstep: Class 3 contains 25230 members 
Mstep: Class 4 contains 58906 members 
Mstep: Class 5 contains 13755 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12685 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 318917 members 
Mstep: Class 10 contains 42994 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 21278 members 
Mstep: Class 20 contains 37059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541564.000000 Penalty: 28115.259766
Iteration 299Q: 14 clusters Score -5.454156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 23951 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 58900 members 
Mstep: Class 5 contains 13759 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 318910 members 
Mstep: Class 10 contains 42996 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21282 members 
Mstep: Class 20 contains 37058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541608.000000 Penalty: 28115.259766
Iteration 300F: 14 clusters Score -5.454161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25240 members 
Mstep: Class 4 contains 58895 members 
Mstep: Class 5 contains 13762 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12681 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 318911 members 
Mstep: Class 10 contains 42996 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21283 members 
Mstep: Class 20 contains 37058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541628.000000 Penalty: 28115.259766
Iteration 301Q: 14 clusters Score -5.454163e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58889 members 
Mstep: Class 5 contains 13763 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12674 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 318917 members 
Mstep: Class 10 contains 42997 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21282 members 
Mstep: Class 20 contains 37057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541572.000000 Penalty: 28115.259766
Iteration 302Q: 14 clusters Score -5.454157e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 23947 members 
Mstep: Class 3 contains 25248 members 
Mstep: Class 4 contains 58886 members 
Mstep: Class 5 contains 13765 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12669 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318922 members 
Mstep: Class 10 contains 42998 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21282 members 
Mstep: Class 20 contains 37056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541552.000000 Penalty: 28115.259766
Iteration 303Q: 14 clusters Score -5.454155e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 23947 members 
Mstep: Class 3 contains 25248 members 
Mstep: Class 4 contains 58881 members 
Mstep: Class 5 contains 13770 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318928 members 
Mstep: Class 10 contains 42999 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21284 members 
Mstep: Class 20 contains 37055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541540.000000 Penalty: 28115.259766
Iteration 304Q: 14 clusters Score -5.454154e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 25248 members 
Mstep: Class 4 contains 58873 members 
Mstep: Class 5 contains 13774 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12667 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318933 members 
Mstep: Class 10 contains 43000 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21285 members 
Mstep: Class 20 contains 37053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541532.000000 Penalty: 28115.259766
Iteration 305Q: 14 clusters Score -5.454153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58868 members 
Mstep: Class 5 contains 13777 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318944 members 
Mstep: Class 10 contains 42998 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541540.000000 Penalty: 28115.259766
Iteration 306Q: 14 clusters Score -5.454154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58864 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12663 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318953 members 
Mstep: Class 10 contains 42996 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21287 members 
Mstep: Class 20 contains 37051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541532.000000 Penalty: 28115.259766
Iteration 307Q: 14 clusters Score -5.454153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58863 members 
Mstep: Class 5 contains 13783 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12661 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318952 members 
Mstep: Class 10 contains 42995 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541500.000000 Penalty: 28115.259766
Iteration 308Q: 14 clusters Score -5.45415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58862 members 
Mstep: Class 5 contains 13787 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12659 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318955 members 
Mstep: Class 10 contains 42995 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21289 members 
Mstep: Class 20 contains 37051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541480.000000 Penalty: 28115.259766
Iteration 309Q: 14 clusters Score -5.454148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58861 members 
Mstep: Class 5 contains 13793 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12658 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318950 members 
Mstep: Class 10 contains 42996 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21289 members 
Mstep: Class 20 contains 37051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541468.000000 Penalty: 28115.259766
Iteration 310Q: 14 clusters Score -5.454147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58859 members 
Mstep: Class 5 contains 13800 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318953 members 
Mstep: Class 10 contains 42994 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21289 members 
Mstep: Class 20 contains 37050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541468.000000 Penalty: 28115.259766
Iteration 311Q: 14 clusters Score -5.454147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58856 members 
Mstep: Class 5 contains 13804 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12656 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318958 members 
Mstep: Class 10 contains 42995 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541492.000000 Penalty: 28115.259766
Iteration 312Q: 14 clusters Score -5.454149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58849 members 
Mstep: Class 5 contains 13806 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318964 members 
Mstep: Class 10 contains 42995 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21289 members 
Mstep: Class 20 contains 37049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541496.000000 Penalty: 28115.259766
Iteration 313Q: 14 clusters Score -5.45415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58840 members 
Mstep: Class 5 contains 13809 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318969 members 
Mstep: Class 10 contains 42995 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21289 members 
Mstep: Class 20 contains 37050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541504.000000 Penalty: 28115.259766
Iteration 314Q: 14 clusters Score -5.45415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58837 members 
Mstep: Class 5 contains 13810 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318972 members 
Mstep: Class 10 contains 42994 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541504.000000 Penalty: 28115.259766
Iteration 315Q: 14 clusters Score -5.45415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58836 members 
Mstep: Class 5 contains 13811 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318975 members 
Mstep: Class 10 contains 42993 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541504.000000 Penalty: 28115.259766
Iteration 316Q: 14 clusters Score -5.45415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58835 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318977 members 
Mstep: Class 10 contains 42993 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541508.000000 Penalty: 28115.259766
Iteration 317Q: 14 clusters Score -5.454151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58834 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318979 members 
Mstep: Class 10 contains 42993 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541492.000000 Penalty: 28115.259766
Iteration 318Q: 14 clusters Score -5.454149e+07 nChanged 3
Entering ConstructFrom: 
Score: -54541492.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (40222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Entering Unmasked Estep 
Score: -3756522.750000 Penalty: 1722.852417
	Iteration 0F: 2 clusters Score -3756523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3729607.000000 Penalty: 3445.704834
	Iteration 0F: 3 clusters Score -3729607 nChanged 18730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3739978.250000 Penalty: 3445.704834
	Iteration 1F: 3 clusters Score -3739978 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3740473.250000 Penalty: 3445.704834
	Iteration 2Q: 3 clusters Score -3740473 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3741123.000000 Penalty: 3445.704834
	Iteration 3Q: 3 clusters Score -3741123 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3741921.750000 Penalty: 3445.704834
	Iteration 4Q: 3 clusters Score -3741922 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3742940.750000 Penalty: 3445.704834
	Iteration 5Q: 3 clusters Score -3742941 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3744295.500000 Penalty: 3445.704834
	Iteration 6F: 3 clusters Score -3744296 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3746068.750000 Penalty: 3445.704834
	Iteration 7F: 3 clusters Score -3746069 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -3748271.500000 Penalty: 3445.704834
	Iteration 8F: 3 clusters Score -3748272 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3750634.000000 Penalty: 3445.704834
	Iteration 9F: 3 clusters Score -3750634 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -3752641.500000 Penalty: 3445.704834
	Iteration 10F: 3 clusters Score -3752642 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -3753938.250000 Penalty: 3445.704834
	Iteration 11Q: 3 clusters Score -3753938 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -3754522.000000 Penalty: 3445.704834
	Iteration 12Q: 3 clusters Score -3754522 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -3754745.750000 Penalty: 3445.704834
	Iteration 13Q: 3 clusters Score -3754746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -3754864.500000 Penalty: 3445.704834
	Iteration 14Q: 3 clusters Score -3754864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -3754914.250000 Penalty: 3445.704834
	Iteration 15Q: 3 clusters Score -3754914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -3754941.750000 Penalty: 3445.704834
	Iteration 16Q: 3 clusters Score -3754942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -3754953.250000 Penalty: 3445.704834
	Iteration 17Q: 3 clusters Score -3754953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -3754958.250000 Penalty: 3445.704834
	Iteration 18Q: 3 clusters Score -3754958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -3754974.250000 Penalty: 3445.704834
	Iteration 19Q: 3 clusters Score -3754974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -3754987.250000 Penalty: 3445.704834
	Iteration 20F: 3 clusters Score -3754987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -3754988.250000 Penalty: 3445.704834
	Iteration 21Q: 3 clusters Score -3754988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -3754988.250000 Penalty: 3445.704834
	Iteration 22F: 3 clusters Score -3754988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Entering Unmasked Estep 
Score: -2152789.250000 Penalty: 1638.605103
	Iteration 0F: 2 clusters Score -2152789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2136496.250000 Penalty: 3277.210205
	Iteration 0F: 3 clusters Score -2136496 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2142560.000000 Penalty: 3277.210205
	Iteration 1F: 3 clusters Score -2142560 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2142846.000000 Penalty: 3277.210205
	Iteration 2Q: 3 clusters Score -2142846 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2143089.000000 Penalty: 3277.210205
	Iteration 3Q: 3 clusters Score -2143089 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2143385.750000 Penalty: 3277.210205
	Iteration 4Q: 3 clusters Score -2143386 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2143743.750000 Penalty: 3277.210205
	Iteration 5Q: 3 clusters Score -2143744 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2144294.500000 Penalty: 3277.210205
	Iteration 6Q: 3 clusters Score -2144294 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2145194.500000 Penalty: 3277.210205
	Iteration 7F: 3 clusters Score -2145194 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2146471.250000 Penalty: 3277.210205
	Iteration 8F: 3 clusters Score -2146471 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2147998.250000 Penalty: 3277.210205
	Iteration 9F: 3 clusters Score -2147998 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2149399.750000 Penalty: 3277.210205
	Iteration 10F: 3 clusters Score -2149400 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2150377.250000 Penalty: 3277.210205
	Iteration 11Q: 3 clusters Score -2150377 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2150864.500000 Penalty: 3277.210205
	Iteration 12Q: 3 clusters Score -2150864 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2151101.500000 Penalty: 3277.210205
	Iteration 13Q: 3 clusters Score -2151102 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2151215.250000 Penalty: 3277.210205
	Iteration 14Q: 3 clusters Score -2151215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2151270.500000 Penalty: 3277.210205
	Iteration 15Q: 3 clusters Score -2151270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2151299.250000 Penalty: 3277.210205
	Iteration 16Q: 3 clusters Score -2151299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2151318.750000 Penalty: 3277.210205
	Iteration 17Q: 3 clusters Score -2151319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2151339.250000 Penalty: 3277.210205
	Iteration 18Q: 3 clusters Score -2151339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2151349.250000 Penalty: 3277.210205
	Iteration 19Q: 3 clusters Score -2151349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2151362.000000 Penalty: 3277.210205
	Iteration 20F: 3 clusters Score -2151362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2151368.750000 Penalty: 3277.210205
	Iteration 21Q: 3 clusters Score -2151369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2151375.000000 Penalty: 3277.210205
	Iteration 22Q: 3 clusters Score -2151375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2151380.250000 Penalty: 3277.210205
	Iteration 23Q: 3 clusters Score -2151380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2151386.000000 Penalty: 3277.210205
	Iteration 24Q: 3 clusters Score -2151386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2151391.750000 Penalty: 3277.210205
	Iteration 25Q: 3 clusters Score -2151392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2151395.000000 Penalty: 3277.210205
	Iteration 26Q: 3 clusters Score -2151395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2151395.000000 Penalty: 3277.210205
	Iteration 27Q: 3 clusters Score -2151395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2151395.500000 Penalty: 3277.210205
	Iteration 28Q: 3 clusters Score -2151396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2151397.250000 Penalty: 3277.210205
	Iteration 29Q: 3 clusters Score -2151397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2151400.500000 Penalty: 3277.210205
	Iteration 30Q: 3 clusters Score -2151400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2151404.750000 Penalty: 3277.210205
	Iteration 31Q: 3 clusters Score -2151405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2151407.000000 Penalty: 3277.210205
	Iteration 32Q: 3 clusters Score -2151407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2151407.500000 Penalty: 3277.210205
	Iteration 33Q: 3 clusters Score -2151408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2151409.000000 Penalty: 3277.210205
	Iteration 34Q: 3 clusters Score -2151409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2151412.500000 Penalty: 3277.210205
	Iteration 35Q: 3 clusters Score -2151412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2151418.750000 Penalty: 3277.210205
	Iteration 36Q: 3 clusters Score -2151419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2151419.000000 Penalty: 3277.210205
	Iteration 37Q: 3 clusters Score -2151419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2151421.250000 Penalty: 3277.210205
	Iteration 38Q: 3 clusters Score -2151421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2151421.500000 Penalty: 3277.210205
	Iteration 39Q: 3 clusters Score -2151422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2151424.000000 Penalty: 3277.210205
	Iteration 40F: 3 clusters Score -2151424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Entering Unmasked Estep 
Score: -2375448.500000 Penalty: 1647.175049
	Iteration 0F: 2 clusters Score -2375448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2358381.250000 Penalty: 3294.350098
	Iteration 0F: 3 clusters Score -2358381 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2365057.500000 Penalty: 3294.350098
	Iteration 1F: 3 clusters Score -2365058 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2365682.000000 Penalty: 3294.350098
	Iteration 2F: 3 clusters Score -2365682 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2366366.000000 Penalty: 3294.350098
	Iteration 3F: 3 clusters Score -2366366 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2367223.250000 Penalty: 3294.350098
	Iteration 4F: 3 clusters Score -2367223 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2368351.250000 Penalty: 3294.350098
	Iteration 5F: 3 clusters Score -2368351 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2369708.250000 Penalty: 3294.350098
	Iteration 6F: 3 clusters Score -2369708 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2370995.500000 Penalty: 3294.350098
	Iteration 7F: 3 clusters Score -2370996 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2372071.000000 Penalty: 3294.350098
	Iteration 8Q: 3 clusters Score -2372071 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2372791.250000 Penalty: 3294.350098
	Iteration 9Q: 3 clusters Score -2372791 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2373228.000000 Penalty: 3294.350098
	Iteration 10Q: 3 clusters Score -2373228 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2373466.000000 Penalty: 3294.350098
	Iteration 11Q: 3 clusters Score -2373466 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2373605.250000 Penalty: 3294.350098
	Iteration 12Q: 3 clusters Score -2373605 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2373701.750000 Penalty: 3294.350098
	Iteration 13Q: 3 clusters Score -2373702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2373785.750000 Penalty: 3294.350098
	Iteration 14Q: 3 clusters Score -2373786 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -2373838.500000 Penalty: 3294.350098
	Iteration 15Q: 3 clusters Score -2373838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2373881.500000 Penalty: 3294.350098
	Iteration 16Q: 3 clusters Score -2373882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2373913.250000 Penalty: 3294.350098
	Iteration 17Q: 3 clusters Score -2373913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2373945.500000 Penalty: 3294.350098
	Iteration 18Q: 3 clusters Score -2373946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2373970.250000 Penalty: 3294.350098
	Iteration 19Q: 3 clusters Score -2373970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2373980.250000 Penalty: 3294.350098
	Iteration 20F: 3 clusters Score -2373980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2373990.000000 Penalty: 3294.350098
	Iteration 21Q: 3 clusters Score -2373990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2373998.000000 Penalty: 3294.350098
	Iteration 22Q: 3 clusters Score -2373998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -2374006.500000 Penalty: 3294.350098
	Iteration 23Q: 3 clusters Score -2374006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -2374011.750000 Penalty: 3294.350098
	Iteration 24Q: 3 clusters Score -2374012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -2374019.000000 Penalty: 3294.350098
	Iteration 25Q: 3 clusters Score -2374019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2374027.000000 Penalty: 3294.350098
	Iteration 26Q: 3 clusters Score -2374027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2374035.750000 Penalty: 3294.350098
	Iteration 27Q: 3 clusters Score -2374036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -2374041.000000 Penalty: 3294.350098
	Iteration 28Q: 3 clusters Score -2374041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -2374043.000000 Penalty: 3294.350098
	Iteration 29Q: 3 clusters Score -2374043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2374044.000000 Penalty: 3294.350098
	Iteration 30Q: 3 clusters Score -2374044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2374044.250000 Penalty: 3294.350098
	Iteration 31Q: 3 clusters Score -2374044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2374046.750000 Penalty: 3294.350098
	Iteration 32Q: 3 clusters Score -2374047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2374046.250000 Penalty: 3294.350098
	Iteration 33Q: 3 clusters Score -2374046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2374048.250000 Penalty: 3294.350098
	Iteration 34Q: 3 clusters Score -2374048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -2374051.500000 Penalty: 3294.350098
	Iteration 35Q: 3 clusters Score -2374052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2374051.000000 Penalty: 3294.350098
	Iteration 36Q: 3 clusters Score -2374051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2374051.000000 Penalty: 3294.350098
	Iteration 37F: 3 clusters Score -2374051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Entering Unmasked Estep 
Score: -5501697.000000 Penalty: 1784.646606
	Iteration 0F: 2 clusters Score -5501697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5462324.000000 Penalty: 3569.293213
	Iteration 0F: 3 clusters Score -5462324 nChanged 27855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -5478463.000000 Penalty: 3569.293213
	Iteration 1F: 3 clusters Score -5478463 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -5478878.000000 Penalty: 3569.293213
	Iteration 2Q: 3 clusters Score -5478878 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -5479367.500000 Penalty: 3569.293213
	Iteration 3Q: 3 clusters Score -5479368 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -5479811.500000 Penalty: 3569.293213
	Iteration 4Q: 3 clusters Score -5479812 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5480244.000000 Penalty: 3569.293213
	Iteration 5Q: 3 clusters Score -5480244 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -5480714.000000 Penalty: 3569.293213
	Iteration 6Q: 3 clusters Score -5480714 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -5481223.500000 Penalty: 3569.293213
	Iteration 7Q: 3 clusters Score -5481224 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -5481876.500000 Penalty: 3569.293213
	Iteration 8Q: 3 clusters Score -5481876 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5482778.500000 Penalty: 3569.293213
	Iteration 9Q: 3 clusters Score -5482778 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5484232.000000 Penalty: 3569.293213
	Iteration 10Q: 3 clusters Score -5484232 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -5486297.500000 Penalty: 3569.293213
	Iteration 11F: 3 clusters Score -5486298 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5489080.000000 Penalty: 3569.293213
	Iteration 12F: 3 clusters Score -5489080 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -5491755.500000 Penalty: 3569.293213
	Iteration 13F: 3 clusters Score -5491756 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -5493803.000000 Penalty: 3569.293213
	Iteration 14Q: 3 clusters Score -5493803 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -5495173.000000 Penalty: 3569.293213
	Iteration 15Q: 3 clusters Score -5495173 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -5496024.500000 Penalty: 3569.293213
	Iteration 16Q: 3 clusters Score -5496024 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -5496713.500000 Penalty: 3569.293213
	Iteration 17Q: 3 clusters Score -5496714 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -5497349.000000 Penalty: 3569.293213
	Iteration 18Q: 3 clusters Score -5497349 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -5497882.500000 Penalty: 3569.293213
	Iteration 19Q: 3 clusters Score -5497882 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -5498305.000000 Penalty: 3569.293213
	Iteration 20F: 3 clusters Score -5498305 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -5498666.500000 Penalty: 3569.293213
	Iteration 21Q: 3 clusters Score -5498666 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -5499003.500000 Penalty: 3569.293213
	Iteration 22Q: 3 clusters Score -5499004 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -5499287.000000 Penalty: 3569.293213
	Iteration 23Q: 3 clusters Score -5499287 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -5499498.500000 Penalty: 3569.293213
	Iteration 24Q: 3 clusters Score -5499498 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -5499714.500000 Penalty: 3569.293213
	Iteration 25Q: 3 clusters Score -5499714 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -5499841.500000 Penalty: 3569.293213
	Iteration 26Q: 3 clusters Score -5499842 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -5499957.000000 Penalty: 3569.293213
	Iteration 27Q: 3 clusters Score -5499957 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -5500055.000000 Penalty: 3569.293213
	Iteration 28Q: 3 clusters Score -5500055 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -5500114.500000 Penalty: 3569.293213
	Iteration 29Q: 3 clusters Score -5500114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -5500153.500000 Penalty: 3569.293213
	Iteration 30Q: 3 clusters Score -5500154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -5500181.500000 Penalty: 3569.293213
	Iteration 31Q: 3 clusters Score -5500182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -5500200.000000 Penalty: 3569.293213
	Iteration 32Q: 3 clusters Score -5500200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -5500214.500000 Penalty: 3569.293213
	Iteration 33Q: 3 clusters Score -5500214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -5500250.500000 Penalty: 3569.293213
	Iteration 34Q: 3 clusters Score -5500250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -5500267.500000 Penalty: 3569.293213
	Iteration 35Q: 3 clusters Score -5500268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -5500297.000000 Penalty: 3569.293213
	Iteration 36Q: 3 clusters Score -5500297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -5500332.000000 Penalty: 3569.293213
	Iteration 37Q: 3 clusters Score -5500332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -5500345.500000 Penalty: 3569.293213
	Iteration 38Q: 3 clusters Score -5500346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -5500358.000000 Penalty: 3569.293213
	Iteration 39Q: 3 clusters Score -5500358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -5500359.000000 Penalty: 3569.293213
	Iteration 40F: 3 clusters Score -5500359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -5500361.000000 Penalty: 3569.293213
	Iteration 41Q: 3 clusters Score -5500361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -5500369.000000 Penalty: 3569.293213
	Iteration 42Q: 3 clusters Score -5500369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -5500364.500000 Penalty: 3569.293213
	Iteration 43Q: 3 clusters Score -5500364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -5500364.500000 Penalty: 3569.293213
	Iteration 44F: 3 clusters Score -5500364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Entering Unmasked Estep 
Score: -1291192.125000 Penalty: 1549.160034
	Iteration 0F: 2 clusters Score -1291192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1281452.750000 Penalty: 3098.320068
	Iteration 0F: 3 clusters Score -1281453 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1284678.250000 Penalty: 3098.320068
	Iteration 1F: 3 clusters Score -1284678 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1284946.500000 Penalty: 3098.320068
	Iteration 2F: 3 clusters Score -1284946 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1285150.375000 Penalty: 3098.320068
	Iteration 3Q: 3 clusters Score -1285150 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1285303.500000 Penalty: 3098.320068
	Iteration 4Q: 3 clusters Score -1285304 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1285446.250000 Penalty: 3098.320068
	Iteration 5Q: 3 clusters Score -1285446 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1285596.000000 Penalty: 3098.320068
	Iteration 6Q: 3 clusters Score -1285596 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1285748.500000 Penalty: 3098.320068
	Iteration 7Q: 3 clusters Score -1285748 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1285955.000000 Penalty: 3098.320068
	Iteration 8Q: 3 clusters Score -1285955 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1286246.250000 Penalty: 3098.320068
	Iteration 9Q: 3 clusters Score -1286246 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1286642.625000 Penalty: 3098.320068
	Iteration 10Q: 3 clusters Score -1286643 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1287114.750000 Penalty: 3098.320068
	Iteration 11F: 3 clusters Score -1287115 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1287641.875000 Penalty: 3098.320068
	Iteration 12F: 3 clusters Score -1287642 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1288233.125000 Penalty: 3098.320068
	Iteration 13F: 3 clusters Score -1288233 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1288824.375000 Penalty: 3098.320068
	Iteration 14Q: 3 clusters Score -1288824 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1289220.625000 Penalty: 3098.320068
	Iteration 15Q: 3 clusters Score -1289221 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1289447.000000 Penalty: 3098.320068
	Iteration 16Q: 3 clusters Score -1289447 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1289555.500000 Penalty: 3098.320068
	Iteration 17Q: 3 clusters Score -1289556 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1289629.250000 Penalty: 3098.320068
	Iteration 18Q: 3 clusters Score -1289629 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1289689.875000 Penalty: 3098.320068
	Iteration 19Q: 3 clusters Score -1289690 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1289747.375000 Penalty: 3098.320068
	Iteration 20F: 3 clusters Score -1289747 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1289801.750000 Penalty: 3098.320068
	Iteration 21Q: 3 clusters Score -1289802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1289849.125000 Penalty: 3098.320068
	Iteration 22Q: 3 clusters Score -1289849 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1289898.000000 Penalty: 3098.320068
	Iteration 23Q: 3 clusters Score -1289898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1289936.125000 Penalty: 3098.320068
	Iteration 24Q: 3 clusters Score -1289936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1289970.875000 Penalty: 3098.320068
	Iteration 25Q: 3 clusters Score -1289971 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1290015.875000 Penalty: 3098.320068
	Iteration 26Q: 3 clusters Score -1290016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1290059.750000 Penalty: 3098.320068
	Iteration 27Q: 3 clusters Score -1290060 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1290095.875000 Penalty: 3098.320068
	Iteration 28Q: 3 clusters Score -1290096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1290130.750000 Penalty: 3098.320068
	Iteration 29Q: 3 clusters Score -1290131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1290145.875000 Penalty: 3098.320068
	Iteration 30Q: 3 clusters Score -1290146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1290157.875000 Penalty: 3098.320068
	Iteration 31Q: 3 clusters Score -1290158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1290161.250000 Penalty: 3098.320068
	Iteration 32Q: 3 clusters Score -1290161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1290168.875000 Penalty: 3098.320068
	Iteration 33Q: 3 clusters Score -1290169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1290175.625000 Penalty: 3098.320068
	Iteration 34Q: 3 clusters Score -1290176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1290177.750000 Penalty: 3098.320068
	Iteration 35Q: 3 clusters Score -1290178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1290188.750000 Penalty: 3098.320068
	Iteration 36Q: 3 clusters Score -1290189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1290191.875000 Penalty: 3098.320068
	Iteration 37Q: 3 clusters Score -1290192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1290200.000000 Penalty: 3098.320068
	Iteration 38Q: 3 clusters Score -1290200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1290203.250000 Penalty: 3098.320068
	Iteration 39Q: 3 clusters Score -1290203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1290203.875000 Penalty: 3098.320068
	Iteration 40F: 3 clusters Score -1290204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1290204.500000 Penalty: 3098.320068
	Iteration 41Q: 3 clusters Score -1290204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1290208.500000 Penalty: 3098.320068
	Iteration 42Q: 3 clusters Score -1290208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1290211.875000 Penalty: 3098.320068
	Iteration 43Q: 3 clusters Score -1290212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1290213.250000 Penalty: 3098.320068
	Iteration 44Q: 3 clusters Score -1290213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1290213.625000 Penalty: 3098.320068
	Iteration 45Q: 3 clusters Score -1290214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1290214.375000 Penalty: 3098.320068
	Iteration 46Q: 3 clusters Score -1290214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1290216.875000 Penalty: 3098.320068
	Iteration 47Q: 3 clusters Score -1290217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1290218.125000 Penalty: 3098.320068
	Iteration 48Q: 3 clusters Score -1290218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1290220.125000 Penalty: 3098.320068
	Iteration 49Q: 3 clusters Score -1290220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1290218.750000 Penalty: 3098.320068
	Iteration 50Q: 3 clusters Score -1290219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1290221.625000 Penalty: 3098.320068
	Iteration 51Q: 3 clusters Score -1290222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1290219.125000 Penalty: 3098.320068
	Iteration 52Q: 3 clusters Score -1290219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1290220.500000 Penalty: 3098.320068
	Iteration 53Q: 3 clusters Score -1290220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1290220.500000 Penalty: 3098.320068
	Iteration 54F: 3 clusters Score -1290220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -91629.351562 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -91629.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -90151.703125 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -90151.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -90534.406250 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -90534.41 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -90684.453125 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -90684.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90758.968750 Penalty: 2286.462402
	Iteration 3F: 3 clusters Score -90758.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90803.945312 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -90803.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90829.343750 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -90829.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90841.054688 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -90841.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90846.500000 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -90846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90853.750000 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -90853.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90866.296875 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -90866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -90874.968750 Penalty: 2286.462402
	Iteration 10Q: 3 clusters Score -90874.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90881.789062 Penalty: 2286.462402
	Iteration 11Q: 3 clusters Score -90881.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90887.234375 Penalty: 2286.462402
	Iteration 12Q: 3 clusters Score -90887.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90896.203125 Penalty: 2286.462402
	Iteration 13Q: 3 clusters Score -90896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90898.203125 Penalty: 2286.462402
	Iteration 14Q: 3 clusters Score -90898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90898.203125 Penalty: 2286.462402
	Iteration 15F: 3 clusters Score -90898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1200039.000000 Penalty: 1534.943726
	Iteration 0F: 2 clusters Score -1200039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1191200.875000 Penalty: 3069.887451
	Iteration 0F: 3 clusters Score -1191201 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1194282.000000 Penalty: 3069.887451
	Iteration 1F: 3 clusters Score -1194282 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1194642.250000 Penalty: 3069.887451
	Iteration 2F: 3 clusters Score -1194642 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1194963.750000 Penalty: 3069.887451
	Iteration 3F: 3 clusters Score -1194964 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1195311.250000 Penalty: 3069.887451
	Iteration 4F: 3 clusters Score -1195311 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1195642.750000 Penalty: 3069.887451
	Iteration 5F: 3 clusters Score -1195643 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1196028.750000 Penalty: 3069.887451
	Iteration 6F: 3 clusters Score -1196029 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1196507.625000 Penalty: 3069.887451
	Iteration 7F: 3 clusters Score -1196508 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1197068.000000 Penalty: 3069.887451
	Iteration 8F: 3 clusters Score -1197068 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1197581.750000 Penalty: 3069.887451
	Iteration 9F: 3 clusters Score -1197582 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1197859.125000 Penalty: 3069.887451
	Iteration 10Q: 3 clusters Score -1197859 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1198002.375000 Penalty: 3069.887451
	Iteration 11Q: 3 clusters Score -1198002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1198078.875000 Penalty: 3069.887451
	Iteration 12Q: 3 clusters Score -1198079 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1198134.375000 Penalty: 3069.887451
	Iteration 13Q: 3 clusters Score -1198134 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1198173.250000 Penalty: 3069.887451
	Iteration 14Q: 3 clusters Score -1198173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1198216.250000 Penalty: 3069.887451
	Iteration 15Q: 3 clusters Score -1198216 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1198255.500000 Penalty: 3069.887451
	Iteration 16Q: 3 clusters Score -1198256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1198288.375000 Penalty: 3069.887451
	Iteration 17Q: 3 clusters Score -1198288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1198321.250000 Penalty: 3069.887451
	Iteration 18Q: 3 clusters Score -1198321 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1198346.000000 Penalty: 3069.887451
	Iteration 19Q: 3 clusters Score -1198346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1198370.875000 Penalty: 3069.887451
	Iteration 20F: 3 clusters Score -1198371 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1198400.750000 Penalty: 3069.887451
	Iteration 21Q: 3 clusters Score -1198401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1198425.875000 Penalty: 3069.887451
	Iteration 22Q: 3 clusters Score -1198426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1198450.375000 Penalty: 3069.887451
	Iteration 23Q: 3 clusters Score -1198450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1198459.750000 Penalty: 3069.887451
	Iteration 24Q: 3 clusters Score -1198460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1198473.500000 Penalty: 3069.887451
	Iteration 25Q: 3 clusters Score -1198474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1198484.750000 Penalty: 3069.887451
	Iteration 26Q: 3 clusters Score -1198485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1198494.500000 Penalty: 3069.887451
	Iteration 27Q: 3 clusters Score -1198494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1198505.000000 Penalty: 3069.887451
	Iteration 28Q: 3 clusters Score -1198505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1198514.875000 Penalty: 3069.887451
	Iteration 29Q: 3 clusters Score -1198515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1198522.375000 Penalty: 3069.887451
	Iteration 30Q: 3 clusters Score -1198522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1198532.750000 Penalty: 3069.887451
	Iteration 31Q: 3 clusters Score -1198533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1198539.750000 Penalty: 3069.887451
	Iteration 32Q: 3 clusters Score -1198540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1198546.750000 Penalty: 3069.887451
	Iteration 33Q: 3 clusters Score -1198547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1198550.250000 Penalty: 3069.887451
	Iteration 34Q: 3 clusters Score -1198550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1198554.875000 Penalty: 3069.887451
	Iteration 35Q: 3 clusters Score -1198555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1198561.750000 Penalty: 3069.887451
	Iteration 36Q: 3 clusters Score -1198562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1198570.500000 Penalty: 3069.887451
	Iteration 37Q: 3 clusters Score -1198570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1198572.500000 Penalty: 3069.887451
	Iteration 38Q: 3 clusters Score -1198572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1198576.750000 Penalty: 3069.887451
	Iteration 39Q: 3 clusters Score -1198577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1198579.250000 Penalty: 3069.887451
	Iteration 40F: 3 clusters Score -1198579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1198586.625000 Penalty: 3069.887451
	Iteration 41Q: 3 clusters Score -1198587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1198593.625000 Penalty: 3069.887451
	Iteration 42Q: 3 clusters Score -1198594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1198600.125000 Penalty: 3069.887451
	Iteration 43Q: 3 clusters Score -1198600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1198604.125000 Penalty: 3069.887451
	Iteration 44Q: 3 clusters Score -1198604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1198611.500000 Penalty: 3069.887451
	Iteration 45Q: 3 clusters Score -1198612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1198616.000000 Penalty: 3069.887451
	Iteration 46Q: 3 clusters Score -1198616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1198621.625000 Penalty: 3069.887451
	Iteration 47Q: 3 clusters Score -1198622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1198627.875000 Penalty: 3069.887451
	Iteration 48Q: 3 clusters Score -1198628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1198635.000000 Penalty: 3069.887451
	Iteration 49Q: 3 clusters Score -1198635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1198648.875000 Penalty: 3069.887451
	Iteration 50Q: 3 clusters Score -1198649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1198654.500000 Penalty: 3069.887451
	Iteration 51Q: 3 clusters Score -1198654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1198663.750000 Penalty: 3069.887451
	Iteration 52Q: 3 clusters Score -1198664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1198668.000000 Penalty: 3069.887451
	Iteration 53Q: 3 clusters Score -1198668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1198671.375000 Penalty: 3069.887451
	Iteration 54Q: 3 clusters Score -1198671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1198676.000000 Penalty: 3069.887451
	Iteration 55Q: 3 clusters Score -1198676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1198679.750000 Penalty: 3069.887451
	Iteration 56Q: 3 clusters Score -1198680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1198681.875000 Penalty: 3069.887451
	Iteration 57Q: 3 clusters Score -1198682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1198685.750000 Penalty: 3069.887451
	Iteration 58Q: 3 clusters Score -1198686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1198689.250000 Penalty: 3069.887451
	Iteration 59Q: 3 clusters Score -1198689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1198691.625000 Penalty: 3069.887451
	Iteration 60F: 3 clusters Score -1198692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1198697.875000 Penalty: 3069.887451
	Iteration 61Q: 3 clusters Score -1198698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1198700.625000 Penalty: 3069.887451
	Iteration 62Q: 3 clusters Score -1198701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1198708.375000 Penalty: 3069.887451
	Iteration 63Q: 3 clusters Score -1198708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1198713.125000 Penalty: 3069.887451
	Iteration 64Q: 3 clusters Score -1198713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1198715.875000 Penalty: 3069.887451
	Iteration 65Q: 3 clusters Score -1198716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1198716.250000 Penalty: 3069.887451
	Iteration 66Q: 3 clusters Score -1198716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1198725.875000 Penalty: 3069.887451
	Iteration 67Q: 3 clusters Score -1198726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1198724.375000 Penalty: 3069.887451
	Iteration 68Q: 3 clusters Score -1198724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1198730.375000 Penalty: 3069.887451
	Iteration 69Q: 3 clusters Score -1198730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1198735.125000 Penalty: 3069.887451
	Iteration 70Q: 3 clusters Score -1198735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1198736.125000 Penalty: 3069.887451
	Iteration 71Q: 3 clusters Score -1198736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1198748.375000 Penalty: 3069.887451
	Iteration 72Q: 3 clusters Score -1198748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1198754.375000 Penalty: 3069.887451
	Iteration 73Q: 3 clusters Score -1198754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1198756.750000 Penalty: 3069.887451
	Iteration 74Q: 3 clusters Score -1198757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1198759.625000 Penalty: 3069.887451
	Iteration 75Q: 3 clusters Score -1198760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1198769.375000 Penalty: 3069.887451
	Iteration 76Q: 3 clusters Score -1198769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1198772.375000 Penalty: 3069.887451
	Iteration 77Q: 3 clusters Score -1198772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1198776.250000 Penalty: 3069.887451
	Iteration 78Q: 3 clusters Score -1198776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1198778.125000 Penalty: 3069.887451
	Iteration 79Q: 3 clusters Score -1198778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1198785.500000 Penalty: 3069.887451
	Iteration 80F: 3 clusters Score -1198786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1198785.375000 Penalty: 3069.887451
	Iteration 81Q: 3 clusters Score -1198785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1198787.625000 Penalty: 3069.887451
	Iteration 82Q: 3 clusters Score -1198788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1198792.750000 Penalty: 3069.887451
	Iteration 83Q: 3 clusters Score -1198793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1198797.500000 Penalty: 3069.887451
	Iteration 84Q: 3 clusters Score -1198798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1198807.000000 Penalty: 3069.887451
	Iteration 85Q: 3 clusters Score -1198807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1198810.875000 Penalty: 3069.887451
	Iteration 86Q: 3 clusters Score -1198811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1198815.125000 Penalty: 3069.887451
	Iteration 87Q: 3 clusters Score -1198815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1198816.125000 Penalty: 3069.887451
	Iteration 88Q: 3 clusters Score -1198816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1198820.500000 Penalty: 3069.887451
	Iteration 89Q: 3 clusters Score -1198820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1198819.750000 Penalty: 3069.887451
	Iteration 90Q: 3 clusters Score -1198820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1198819.750000 Penalty: 3069.887451
	Iteration 91F: 3 clusters Score -1198820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -392357.843750 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -392357.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -388695.437500 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -388695.4 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -389713.750000 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -389713.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -389916.375000 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -389916.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -390178.406250 Penalty: 2736.435303
	Iteration 3F: 3 clusters Score -390178.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -390524.937500 Penalty: 2736.435303
	Iteration 4F: 3 clusters Score -390524.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -390949.062500 Penalty: 2736.435303
	Iteration 5F: 3 clusters Score -390949.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -391304.437500 Penalty: 2736.435303
	Iteration 6F: 3 clusters Score -391304.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -391598.218750 Penalty: 2736.435303
	Iteration 7F: 3 clusters Score -391598.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -391802.687500 Penalty: 2736.435303
	Iteration 8F: 3 clusters Score -391802.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -391925.656250 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -391925.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -391995.500000 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -391995.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -392016.875000 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -392016.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -392029.500000 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -392029.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -392038.718750 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -392038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -392042.875000 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -392042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -392046.750000 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -392046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -392048.343750 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -392048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -392050.343750 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -392050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -392051.000000 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -392051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -392051.281250 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -392051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -392051.875000 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -392051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -392052.625000 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -392052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -392052.500000 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -392052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -392052.500000 Penalty: 2736.435303
	Iteration 23F: 3 clusters Score -392052.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (318980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318980 members 
Entering Unmasked Estep 
Score: -29178848.000000 Penalty: 2059.343750
	Iteration 0F: 2 clusters Score -2.917885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159288 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -28973030.000000 Penalty: 4118.687500
	Iteration 0F: 3 clusters Score -2.897303e+07 nChanged 155324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152048 members 
Mstep: Class 2 contains 166932 members 
Entering Unmasked Estep 
Score: -29066190.000000 Penalty: 4118.687500
	Iteration 1F: 3 clusters Score -2.906619e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 171164 members 
Entering Unmasked Estep 
Score: -29067626.000000 Penalty: 4118.687500
	Iteration 2Q: 3 clusters Score -2.906763e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141240 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -29069566.000000 Penalty: 4118.687500
	Iteration 3Q: 3 clusters Score -2.906957e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 187819 members 
Entering Unmasked Estep 
Score: -29073016.000000 Penalty: 4118.687500
	Iteration 4Q: 3 clusters Score -2.907302e+07 nChanged 15585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116050 members 
Mstep: Class 2 contains 202930 members 
Entering Unmasked Estep 
Score: -29079850.000000 Penalty: 4118.687500
	Iteration 5Q: 3 clusters Score -2.907985e+07 nChanged 21739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 224537 members 
Entering Unmasked Estep 
Score: -29093478.000000 Penalty: 4118.687500
	Iteration 6F: 3 clusters Score -2.909348e+07 nChanged 27260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 251775 members 
Entering Unmasked Estep 
Score: -29116290.000000 Penalty: 4118.687500
	Iteration 7F: 3 clusters Score -2.911629e+07 nChanged 28294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 280069 members 
Entering Unmasked Estep 
Score: -29143744.000000 Penalty: 4118.687500
	Iteration 8F: 3 clusters Score -2.914374e+07 nChanged 21824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 301893 members 
Entering Unmasked Estep 
Score: -29166092.000000 Penalty: 4118.687500
	Iteration 9F: 3 clusters Score -2.916609e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 313616 members 
Entering Unmasked Estep 
Score: -29174472.000000 Penalty: 4118.687500
	Iteration 10Q: 3 clusters Score -2.917447e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 317581 members 
Entering Unmasked Estep 
Score: -29176328.000000 Penalty: 4118.687500
	Iteration 11Q: 3 clusters Score -2.917633e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 318511 members 
Entering Unmasked Estep 
Score: -29176742.000000 Penalty: 4118.687500
	Iteration 12Q: 3 clusters Score -2.917674e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 318710 members 
Entering Unmasked Estep 
Score: -29176884.000000 Penalty: 4118.687500
	Iteration 13Q: 3 clusters Score -2.917688e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 318762 members 
Entering Unmasked Estep 
Score: -29176984.000000 Penalty: 4118.687500
	Iteration 14Q: 3 clusters Score -2.917698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 318784 members 
Entering Unmasked Estep 
Score: -29176992.000000 Penalty: 4118.687500
	Iteration 15Q: 3 clusters Score -2.917699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 318793 members 
Entering Unmasked Estep 
Score: -29176996.000000 Penalty: 4118.687500
	Iteration 16Q: 3 clusters Score -2.9177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 318803 members 
Entering Unmasked Estep 
Score: -29177016.000000 Penalty: 4118.687500
	Iteration 17Q: 3 clusters Score -2.917702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 318809 members 
Entering Unmasked Estep 
Score: -29177022.000000 Penalty: 4118.687500
	Iteration 18Q: 3 clusters Score -2.917702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 318815 members 
Entering Unmasked Estep 
Score: -29177026.000000 Penalty: 4118.687500
	Iteration 19Q: 3 clusters Score -2.917703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 318821 members 
Entering Unmasked Estep 
Score: -29177048.000000 Penalty: 4118.687500
	Iteration 20F: 3 clusters Score -2.917705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 318821 members 
Entering Unmasked Estep 
Score: -29177046.000000 Penalty: 4118.687500
	Iteration 21Q: 3 clusters Score -2.917705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 318824 members 
Entering Unmasked Estep 
Score: -29177062.000000 Penalty: 4118.687500
	Iteration 22Q: 3 clusters Score -2.917706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 318826 members 
Entering Unmasked Estep 
Score: -29177062.000000 Penalty: 4118.687500
	Iteration 23Q: 3 clusters Score -2.917706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 318825 members 
Entering Unmasked Estep 
Score: -29177056.000000 Penalty: 4118.687500
	Iteration 24Q: 3 clusters Score -2.917706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 318825 members 
Entering Unmasked Estep 
Score: -29177056.000000 Penalty: 4118.687500
	Iteration 25F: 3 clusters Score -2.917706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Entering Unmasked Estep 
Score: -4012037.500000 Penalty: 1733.678833
	Iteration 0F: 2 clusters Score -4012038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3983255.250000 Penalty: 3467.357666
	Iteration 0F: 3 clusters Score -3983255 nChanged 20083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3994781.750000 Penalty: 3467.357666
	Iteration 1F: 3 clusters Score -3994782 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3995384.250000 Penalty: 3467.357666
	Iteration 2Q: 3 clusters Score -3995384 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3996173.500000 Penalty: 3467.357666
	Iteration 3Q: 3 clusters Score -3996174 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3997191.000000 Penalty: 3467.357666
	Iteration 4Q: 3 clusters Score -3997191 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3998475.250000 Penalty: 3467.357666
	Iteration 5Q: 3 clusters Score -3998475 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3999944.250000 Penalty: 3467.357666
	Iteration 6F: 3 clusters Score -3999944 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4001440.750000 Penalty: 3467.357666
	Iteration 7F: 3 clusters Score -4001441 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -4003002.000000 Penalty: 3467.357666
	Iteration 8F: 3 clusters Score -4003002 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4004415.000000 Penalty: 3467.357666
	Iteration 9Q: 3 clusters Score -4004415 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4005554.750000 Penalty: 3467.357666
	Iteration 10Q: 3 clusters Score -4005555 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -4006383.000000 Penalty: 3467.357666
	Iteration 11Q: 3 clusters Score -4006383 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4006946.750000 Penalty: 3467.357666
	Iteration 12Q: 3 clusters Score -4006947 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4007307.250000 Penalty: 3467.357666
	Iteration 13Q: 3 clusters Score -4007307 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4007608.500000 Penalty: 3467.357666
	Iteration 14Q: 3 clusters Score -4007608 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4007861.500000 Penalty: 3467.357666
	Iteration 15Q: 3 clusters Score -4007862 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4008109.000000 Penalty: 3467.357666
	Iteration 16Q: 3 clusters Score -4008109 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4008347.000000 Penalty: 3467.357666
	Iteration 17Q: 3 clusters Score -4008347 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4008599.750000 Penalty: 3467.357666
	Iteration 18Q: 3 clusters Score -4008600 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4008799.750000 Penalty: 3467.357666
	Iteration 19Q: 3 clusters Score -4008800 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4008973.000000 Penalty: 3467.357666
	Iteration 20F: 3 clusters Score -4008973 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4009176.000000 Penalty: 3467.357666
	Iteration 21Q: 3 clusters Score -4009176 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4009366.000000 Penalty: 3467.357666
	Iteration 22Q: 3 clusters Score -4009366 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4009522.250000 Penalty: 3467.357666
	Iteration 23Q: 3 clusters Score -4009522 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4009701.500000 Penalty: 3467.357666
	Iteration 24Q: 3 clusters Score -4009702 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4009837.000000 Penalty: 3467.357666
	Iteration 25Q: 3 clusters Score -4009837 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4009970.750000 Penalty: 3467.357666
	Iteration 26Q: 3 clusters Score -4009971 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4010070.000000 Penalty: 3467.357666
	Iteration 27Q: 3 clusters Score -4010070 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4010158.000000 Penalty: 3467.357666
	Iteration 28Q: 3 clusters Score -4010158 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4010228.500000 Penalty: 3467.357666
	Iteration 29Q: 3 clusters Score -4010228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4010289.750000 Penalty: 3467.357666
	Iteration 30Q: 3 clusters Score -4010290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4010334.000000 Penalty: 3467.357666
	Iteration 31Q: 3 clusters Score -4010334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4010359.250000 Penalty: 3467.357666
	Iteration 32Q: 3 clusters Score -4010359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4010375.000000 Penalty: 3467.357666
	Iteration 33Q: 3 clusters Score -4010375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4010400.500000 Penalty: 3467.357666
	Iteration 34Q: 3 clusters Score -4010400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4010416.750000 Penalty: 3467.357666
	Iteration 35Q: 3 clusters Score -4010417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4010431.000000 Penalty: 3467.357666
	Iteration 36Q: 3 clusters Score -4010431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4010443.000000 Penalty: 3467.357666
	Iteration 37Q: 3 clusters Score -4010443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4010445.000000 Penalty: 3467.357666
	Iteration 38Q: 3 clusters Score -4010445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4010452.250000 Penalty: 3467.357666
	Iteration 39Q: 3 clusters Score -4010452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4010462.500000 Penalty: 3467.357666
	Iteration 40F: 3 clusters Score -4010462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4010467.250000 Penalty: 3467.357666
	Iteration 41Q: 3 clusters Score -4010467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4010472.500000 Penalty: 3467.357666
	Iteration 42Q: 3 clusters Score -4010472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4010473.000000 Penalty: 3467.357666
	Iteration 43Q: 3 clusters Score -4010473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4010476.500000 Penalty: 3467.357666
	Iteration 44Q: 3 clusters Score -4010476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4010481.250000 Penalty: 3467.357666
	Iteration 45Q: 3 clusters Score -4010481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4010487.750000 Penalty: 3467.357666
	Iteration 46Q: 3 clusters Score -4010488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4010493.000000 Penalty: 3467.357666
	Iteration 47Q: 3 clusters Score -4010493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4010496.500000 Penalty: 3467.357666
	Iteration 48Q: 3 clusters Score -4010496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4010495.750000 Penalty: 3467.357666
	Iteration 49Q: 3 clusters Score -4010496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4010509.750000 Penalty: 3467.357666
	Iteration 50Q: 3 clusters Score -4010510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4010517.500000 Penalty: 3467.357666
	Iteration 51Q: 3 clusters Score -4010518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4010516.500000 Penalty: 3467.357666
	Iteration 52Q: 3 clusters Score -4010516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4010524.750000 Penalty: 3467.357666
	Iteration 53Q: 3 clusters Score -4010525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4010537.000000 Penalty: 3467.357666
	Iteration 54Q: 3 clusters Score -4010537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4010543.250000 Penalty: 3467.357666
	Iteration 55Q: 3 clusters Score -4010543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4010544.000000 Penalty: 3467.357666
	Iteration 56Q: 3 clusters Score -4010544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4010548.500000 Penalty: 3467.357666
	Iteration 57Q: 3 clusters Score -4010548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4010552.000000 Penalty: 3467.357666
	Iteration 58Q: 3 clusters Score -4010552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4010554.750000 Penalty: 3467.357666
	Iteration 59Q: 3 clusters Score -4010555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4010566.500000 Penalty: 3467.357666
	Iteration 60F: 3 clusters Score -4010566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4010572.250000 Penalty: 3467.357666
	Iteration 61Q: 3 clusters Score -4010572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4010578.000000 Penalty: 3467.357666
	Iteration 62Q: 3 clusters Score -4010578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4010580.500000 Penalty: 3467.357666
	Iteration 63Q: 3 clusters Score -4010580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4010582.000000 Penalty: 3467.357666
	Iteration 64Q: 3 clusters Score -4010582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4010581.000000 Penalty: 3467.357666
	Iteration 65Q: 3 clusters Score -4010581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4010581.000000 Penalty: 3467.357666
	Iteration 66F: 3 clusters Score -4010581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -179590.859375 Penalty: 1226.125854
	Iteration 0F: 2 clusters Score -179590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -177542.000000 Penalty: 2452.251709
	Iteration 0F: 3 clusters Score -177542 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -177924.828125 Penalty: 2452.251709
	Iteration 1F: 3 clusters Score -177924.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -178014.937500 Penalty: 2452.251709
	Iteration 2F: 3 clusters Score -178014.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -178075.671875 Penalty: 2452.251709
	Iteration 3Q: 3 clusters Score -178075.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -178111.750000 Penalty: 2452.251709
	Iteration 4Q: 3 clusters Score -178111.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -178134.125000 Penalty: 2452.251709
	Iteration 5Q: 3 clusters Score -178134.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178152.718750 Penalty: 2452.251709
	Iteration 6Q: 3 clusters Score -178152.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -178175.437500 Penalty: 2452.251709
	Iteration 7Q: 3 clusters Score -178175.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178198.421875 Penalty: 2452.251709
	Iteration 8Q: 3 clusters Score -178198.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -178219.125000 Penalty: 2452.251709
	Iteration 9Q: 3 clusters Score -178219.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178233.812500 Penalty: 2452.251709
	Iteration 10Q: 3 clusters Score -178233.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -178250.890625 Penalty: 2452.251709
	Iteration 11Q: 3 clusters Score -178250.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -178263.296875 Penalty: 2452.251709
	Iteration 12Q: 3 clusters Score -178263.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -178273.578125 Penalty: 2452.251709
	Iteration 13Q: 3 clusters Score -178273.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -178285.140625 Penalty: 2452.251709
	Iteration 14Q: 3 clusters Score -178285.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178302.015625 Penalty: 2452.251709
	Iteration 15Q: 3 clusters Score -178302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -178315.328125 Penalty: 2452.251709
	Iteration 16Q: 3 clusters Score -178315.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178323.593750 Penalty: 2452.251709
	Iteration 17Q: 3 clusters Score -178323.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178329.687500 Penalty: 2452.251709
	Iteration 18Q: 3 clusters Score -178329.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178335.234375 Penalty: 2452.251709
	Iteration 19Q: 3 clusters Score -178335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -178339.187500 Penalty: 2452.251709
	Iteration 20F: 3 clusters Score -178339.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -178343.781250 Penalty: 2452.251709
	Iteration 21Q: 3 clusters Score -178343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -178350.671875 Penalty: 2452.251709
	Iteration 22Q: 3 clusters Score -178350.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178353.000000 Penalty: 2452.251709
	Iteration 23Q: 3 clusters Score -178353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -178353.562500 Penalty: 2452.251709
	Iteration 24Q: 3 clusters Score -178353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178355.765625 Penalty: 2452.251709
	Iteration 25Q: 3 clusters Score -178355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178356.453125 Penalty: 2452.251709
	Iteration 26Q: 3 clusters Score -178356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178356.453125 Penalty: 2452.251709
	Iteration 27F: 3 clusters Score -178356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Entering Unmasked Estep 
Score: -1992988.375000 Penalty: 1619.458496
	Iteration 0F: 2 clusters Score -1992988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1978427.875000 Penalty: 3238.916992
	Iteration 0F: 3 clusters Score -1978428 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1983787.125000 Penalty: 3238.916992
	Iteration 1F: 3 clusters Score -1983787 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1984162.750000 Penalty: 3238.916992
	Iteration 2Q: 3 clusters Score -1984163 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1984572.000000 Penalty: 3238.916992
	Iteration 3Q: 3 clusters Score -1984572 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1985117.875000 Penalty: 3238.916992
	Iteration 4Q: 3 clusters Score -1985118 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1985757.625000 Penalty: 3238.916992
	Iteration 5Q: 3 clusters Score -1985758 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1986405.125000 Penalty: 3238.916992
	Iteration 6Q: 3 clusters Score -1986405 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1987087.375000 Penalty: 3238.916992
	Iteration 7Q: 3 clusters Score -1987087 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1987692.000000 Penalty: 3238.916992
	Iteration 8Q: 3 clusters Score -1987692 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1988228.875000 Penalty: 3238.916992
	Iteration 9Q: 3 clusters Score -1988229 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1988695.250000 Penalty: 3238.916992
	Iteration 10Q: 3 clusters Score -1988695 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1989051.500000 Penalty: 3238.916992
	Iteration 11Q: 3 clusters Score -1989052 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1989332.750000 Penalty: 3238.916992
	Iteration 12Q: 3 clusters Score -1989333 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1989537.750000 Penalty: 3238.916992
	Iteration 13Q: 3 clusters Score -1989538 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1989694.750000 Penalty: 3238.916992
	Iteration 14Q: 3 clusters Score -1989695 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1989785.750000 Penalty: 3238.916992
	Iteration 15Q: 3 clusters Score -1989786 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1989844.500000 Penalty: 3238.916992
	Iteration 16Q: 3 clusters Score -1989844 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1989901.125000 Penalty: 3238.916992
	Iteration 17Q: 3 clusters Score -1989901 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1989945.750000 Penalty: 3238.916992
	Iteration 18Q: 3 clusters Score -1989946 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1989991.000000 Penalty: 3238.916992
	Iteration 19Q: 3 clusters Score -1989991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1990048.750000 Penalty: 3238.916992
	Iteration 20F: 3 clusters Score -1990049 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1990107.625000 Penalty: 3238.916992
	Iteration 21Q: 3 clusters Score -1990108 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1990158.125000 Penalty: 3238.916992
	Iteration 22Q: 3 clusters Score -1990158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1990205.875000 Penalty: 3238.916992
	Iteration 23Q: 3 clusters Score -1990206 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1990252.750000 Penalty: 3238.916992
	Iteration 24Q: 3 clusters Score -1990253 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1990315.125000 Penalty: 3238.916992
	Iteration 25Q: 3 clusters Score -1990315 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1990374.125000 Penalty: 3238.916992
	Iteration 26Q: 3 clusters Score -1990374 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1990423.125000 Penalty: 3238.916992
	Iteration 27Q: 3 clusters Score -1990423 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1990466.375000 Penalty: 3238.916992
	Iteration 28Q: 3 clusters Score -1990466 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1990502.750000 Penalty: 3238.916992
	Iteration 29Q: 3 clusters Score -1990503 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1990541.000000 Penalty: 3238.916992
	Iteration 30Q: 3 clusters Score -1990541 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1990587.000000 Penalty: 3238.916992
	Iteration 31Q: 3 clusters Score -1990587 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1990613.000000 Penalty: 3238.916992
	Iteration 32Q: 3 clusters Score -1990613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1990649.000000 Penalty: 3238.916992
	Iteration 33Q: 3 clusters Score -1990649 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1990676.875000 Penalty: 3238.916992
	Iteration 34Q: 3 clusters Score -1990677 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1990719.875000 Penalty: 3238.916992
	Iteration 35Q: 3 clusters Score -1990720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1990758.875000 Penalty: 3238.916992
	Iteration 36Q: 3 clusters Score -1990759 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1990801.875000 Penalty: 3238.916992
	Iteration 37Q: 3 clusters Score -1990802 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1990858.125000 Penalty: 3238.916992
	Iteration 38Q: 3 clusters Score -1990858 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1990913.500000 Penalty: 3238.916992
	Iteration 39Q: 3 clusters Score -1990914 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1990956.250000 Penalty: 3238.916992
	Iteration 40F: 3 clusters Score -1990956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1990996.000000 Penalty: 3238.916992
	Iteration 41Q: 3 clusters Score -1990996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1991029.250000 Penalty: 3238.916992
	Iteration 42Q: 3 clusters Score -1991029 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1991060.875000 Penalty: 3238.916992
	Iteration 43Q: 3 clusters Score -1991061 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1991093.500000 Penalty: 3238.916992
	Iteration 44Q: 3 clusters Score -1991094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1991127.500000 Penalty: 3238.916992
	Iteration 45Q: 3 clusters Score -1991128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1991163.250000 Penalty: 3238.916992
	Iteration 46Q: 3 clusters Score -1991163 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1991193.000000 Penalty: 3238.916992
	Iteration 47Q: 3 clusters Score -1991193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1991229.500000 Penalty: 3238.916992
	Iteration 48Q: 3 clusters Score -1991230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1991252.125000 Penalty: 3238.916992
	Iteration 49Q: 3 clusters Score -1991252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1991269.500000 Penalty: 3238.916992
	Iteration 50Q: 3 clusters Score -1991270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1991293.125000 Penalty: 3238.916992
	Iteration 51Q: 3 clusters Score -1991293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1991309.875000 Penalty: 3238.916992
	Iteration 52Q: 3 clusters Score -1991310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1991330.625000 Penalty: 3238.916992
	Iteration 53Q: 3 clusters Score -1991331 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1991367.000000 Penalty: 3238.916992
	Iteration 54Q: 3 clusters Score -1991367 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1991400.250000 Penalty: 3238.916992
	Iteration 55Q: 3 clusters Score -1991400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1991425.875000 Penalty: 3238.916992
	Iteration 56Q: 3 clusters Score -1991426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1991443.250000 Penalty: 3238.916992
	Iteration 57Q: 3 clusters Score -1991443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1991457.875000 Penalty: 3238.916992
	Iteration 58Q: 3 clusters Score -1991458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1991476.000000 Penalty: 3238.916992
	Iteration 59Q: 3 clusters Score -1991476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1991487.250000 Penalty: 3238.916992
	Iteration 60F: 3 clusters Score -1991487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1991496.500000 Penalty: 3238.916992
	Iteration 61Q: 3 clusters Score -1991496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1991503.250000 Penalty: 3238.916992
	Iteration 62Q: 3 clusters Score -1991503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1991508.875000 Penalty: 3238.916992
	Iteration 63Q: 3 clusters Score -1991509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1991515.125000 Penalty: 3238.916992
	Iteration 64Q: 3 clusters Score -1991515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1991517.750000 Penalty: 3238.916992
	Iteration 65Q: 3 clusters Score -1991518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1991525.000000 Penalty: 3238.916992
	Iteration 66Q: 3 clusters Score -1991525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1991532.625000 Penalty: 3238.916992
	Iteration 67Q: 3 clusters Score -1991533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1991537.125000 Penalty: 3238.916992
	Iteration 68Q: 3 clusters Score -1991537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1991544.250000 Penalty: 3238.916992
	Iteration 69Q: 3 clusters Score -1991544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1991551.500000 Penalty: 3238.916992
	Iteration 70Q: 3 clusters Score -1991552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1991560.000000 Penalty: 3238.916992
	Iteration 71Q: 3 clusters Score -1991560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1991567.750000 Penalty: 3238.916992
	Iteration 72Q: 3 clusters Score -1991568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1991573.625000 Penalty: 3238.916992
	Iteration 73Q: 3 clusters Score -1991574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1991575.000000 Penalty: 3238.916992
	Iteration 74Q: 3 clusters Score -1991575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1991573.750000 Penalty: 3238.916992
	Iteration 75Q: 3 clusters Score -1991574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1991576.875000 Penalty: 3238.916992
	Iteration 76Q: 3 clusters Score -1991577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1991575.250000 Penalty: 3238.916992
	Iteration 77Q: 3 clusters Score -1991575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1991576.625000 Penalty: 3238.916992
	Iteration 78Q: 3 clusters Score -1991577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1991577.750000 Penalty: 3238.916992
	Iteration 79Q: 3 clusters Score -1991578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1991580.500000 Penalty: 3238.916992
	Iteration 80F: 3 clusters Score -1991580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1991581.500000 Penalty: 3238.916992
	Iteration 81Q: 3 clusters Score -1991582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1991582.625000 Penalty: 3238.916992
	Iteration 82Q: 3 clusters Score -1991583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1991586.125000 Penalty: 3238.916992
	Iteration 83Q: 3 clusters Score -1991586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1991586.500000 Penalty: 3238.916992
	Iteration 84Q: 3 clusters Score -1991586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1991589.500000 Penalty: 3238.916992
	Iteration 85Q: 3 clusters Score -1991590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1991592.625000 Penalty: 3238.916992
	Iteration 86Q: 3 clusters Score -1991593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1991594.375000 Penalty: 3238.916992
	Iteration 87Q: 3 clusters Score -1991594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1991596.875000 Penalty: 3238.916992
	Iteration 88Q: 3 clusters Score -1991597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1991597.250000 Penalty: 3238.916992
	Iteration 89Q: 3 clusters Score -1991597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1991598.375000 Penalty: 3238.916992
	Iteration 90Q: 3 clusters Score -1991598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1991599.375000 Penalty: 3238.916992
	Iteration 91Q: 3 clusters Score -1991599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1991600.375000 Penalty: 3238.916992
	Iteration 92Q: 3 clusters Score -1991600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1991599.375000 Penalty: 3238.916992
	Iteration 93Q: 3 clusters Score -1991599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1991601.000000 Penalty: 3238.916992
	Iteration 94Q: 3 clusters Score -1991601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1991601.625000 Penalty: 3238.916992
	Iteration 95Q: 3 clusters Score -1991602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1991603.375000 Penalty: 3238.916992
	Iteration 96Q: 3 clusters Score -1991603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1991603.250000 Penalty: 3238.916992
	Iteration 97Q: 3 clusters Score -1991603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -1991603.625000 Penalty: 3238.916992
	Iteration 98Q: 3 clusters Score -1991604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1991605.750000 Penalty: 3238.916992
	Iteration 99Q: 3 clusters Score -1991606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1991605.750000 Penalty: 3238.916992
	Iteration 100F: 3 clusters Score -1991606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Entering Unmasked Estep 
Score: -3459471.750000 Penalty: 1709.486328
	Iteration 0F: 2 clusters Score -3459472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3434770.250000 Penalty: 3418.972656
	Iteration 0F: 3 clusters Score -3434770 nChanged 17106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3444341.750000 Penalty: 3418.972656
	Iteration 1F: 3 clusters Score -3444342 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3444914.250000 Penalty: 3418.972656
	Iteration 2Q: 3 clusters Score -3444914 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3445652.250000 Penalty: 3418.972656
	Iteration 3Q: 3 clusters Score -3445652 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3446642.500000 Penalty: 3418.972656
	Iteration 4F: 3 clusters Score -3446642 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3448043.000000 Penalty: 3418.972656
	Iteration 5F: 3 clusters Score -3448043 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3450079.750000 Penalty: 3418.972656
	Iteration 6F: 3 clusters Score -3450080 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3452344.250000 Penalty: 3418.972656
	Iteration 7F: 3 clusters Score -3452344 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3454059.500000 Penalty: 3418.972656
	Iteration 8F: 3 clusters Score -3454060 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3454940.000000 Penalty: 3418.972656
	Iteration 9Q: 3 clusters Score -3454940 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3455376.250000 Penalty: 3418.972656
	Iteration 10Q: 3 clusters Score -3455376 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3455612.500000 Penalty: 3418.972656
	Iteration 11Q: 3 clusters Score -3455612 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3455842.250000 Penalty: 3418.972656
	Iteration 12Q: 3 clusters Score -3455842 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3456012.750000 Penalty: 3418.972656
	Iteration 13Q: 3 clusters Score -3456013 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3456173.250000 Penalty: 3418.972656
	Iteration 14Q: 3 clusters Score -3456173 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3456314.500000 Penalty: 3418.972656
	Iteration 15Q: 3 clusters Score -3456314 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3456422.000000 Penalty: 3418.972656
	Iteration 16Q: 3 clusters Score -3456422 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3456549.750000 Penalty: 3418.972656
	Iteration 17Q: 3 clusters Score -3456550 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3456645.250000 Penalty: 3418.972656
	Iteration 18Q: 3 clusters Score -3456645 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3456742.250000 Penalty: 3418.972656
	Iteration 19Q: 3 clusters Score -3456742 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3456831.500000 Penalty: 3418.972656
	Iteration 20F: 3 clusters Score -3456832 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3456940.500000 Penalty: 3418.972656
	Iteration 21Q: 3 clusters Score -3456940 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3456999.250000 Penalty: 3418.972656
	Iteration 22Q: 3 clusters Score -3456999 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -3457052.250000 Penalty: 3418.972656
	Iteration 23Q: 3 clusters Score -3457052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -3457125.750000 Penalty: 3418.972656
	Iteration 24Q: 3 clusters Score -3457126 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3457185.000000 Penalty: 3418.972656
	Iteration 25Q: 3 clusters Score -3457185 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3457234.250000 Penalty: 3418.972656
	Iteration 26Q: 3 clusters Score -3457234 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3457294.250000 Penalty: 3418.972656
	Iteration 27Q: 3 clusters Score -3457294 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -3457342.250000 Penalty: 3418.972656
	Iteration 28Q: 3 clusters Score -3457342 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -3457400.250000 Penalty: 3418.972656
	Iteration 29Q: 3 clusters Score -3457400 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -3457438.250000 Penalty: 3418.972656
	Iteration 30Q: 3 clusters Score -3457438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3457481.250000 Penalty: 3418.972656
	Iteration 31Q: 3 clusters Score -3457481 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -3457522.250000 Penalty: 3418.972656
	Iteration 32Q: 3 clusters Score -3457522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3457566.250000 Penalty: 3418.972656
	Iteration 33Q: 3 clusters Score -3457566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -3457596.500000 Penalty: 3418.972656
	Iteration 34Q: 3 clusters Score -3457596 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -3457629.750000 Penalty: 3418.972656
	Iteration 35Q: 3 clusters Score -3457630 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -3457673.750000 Penalty: 3418.972656
	Iteration 36Q: 3 clusters Score -3457674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -3457715.000000 Penalty: 3418.972656
	Iteration 37Q: 3 clusters Score -3457715 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -3457755.750000 Penalty: 3418.972656
	Iteration 38Q: 3 clusters Score -3457756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -3457779.250000 Penalty: 3418.972656
	Iteration 39Q: 3 clusters Score -3457779 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3457794.000000 Penalty: 3418.972656
	Iteration 40F: 3 clusters Score -3457794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -3457827.500000 Penalty: 3418.972656
	Iteration 41Q: 3 clusters Score -3457828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -3457830.250000 Penalty: 3418.972656
	Iteration 42Q: 3 clusters Score -3457830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3457851.750000 Penalty: 3418.972656
	Iteration 43Q: 3 clusters Score -3457852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -3457858.500000 Penalty: 3418.972656
	Iteration 44Q: 3 clusters Score -3457858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -3457865.500000 Penalty: 3418.972656
	Iteration 45Q: 3 clusters Score -3457866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -3457870.750000 Penalty: 3418.972656
	Iteration 46Q: 3 clusters Score -3457871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -3457888.500000 Penalty: 3418.972656
	Iteration 47Q: 3 clusters Score -3457888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -3457896.250000 Penalty: 3418.972656
	Iteration 48Q: 3 clusters Score -3457896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -3457899.000000 Penalty: 3418.972656
	Iteration 49Q: 3 clusters Score -3457899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -3457917.500000 Penalty: 3418.972656
	Iteration 50Q: 3 clusters Score -3457918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -3457920.750000 Penalty: 3418.972656
	Iteration 51Q: 3 clusters Score -3457921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -3457926.750000 Penalty: 3418.972656
	Iteration 52Q: 3 clusters Score -3457927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -3457938.750000 Penalty: 3418.972656
	Iteration 53Q: 3 clusters Score -3457939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3457940.250000 Penalty: 3418.972656
	Iteration 54Q: 3 clusters Score -3457940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3457951.750000 Penalty: 3418.972656
	Iteration 55Q: 3 clusters Score -3457952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -3457963.000000 Penalty: 3418.972656
	Iteration 56Q: 3 clusters Score -3457963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3457969.250000 Penalty: 3418.972656
	Iteration 57Q: 3 clusters Score -3457969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3457973.000000 Penalty: 3418.972656
	Iteration 58Q: 3 clusters Score -3457973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -3457977.000000 Penalty: 3418.972656
	Iteration 59Q: 3 clusters Score -3457977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -3457988.000000 Penalty: 3418.972656
	Iteration 60F: 3 clusters Score -3457988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -3457994.750000 Penalty: 3418.972656
	Iteration 61Q: 3 clusters Score -3457995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3458000.750000 Penalty: 3418.972656
	Iteration 62Q: 3 clusters Score -3458001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3458003.250000 Penalty: 3418.972656
	Iteration 63Q: 3 clusters Score -3458003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -3458008.000000 Penalty: 3418.972656
	Iteration 64Q: 3 clusters Score -3458008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -3458022.250000 Penalty: 3418.972656
	Iteration 65Q: 3 clusters Score -3458022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -3458041.250000 Penalty: 3418.972656
	Iteration 66Q: 3 clusters Score -3458041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -3458044.000000 Penalty: 3418.972656
	Iteration 67Q: 3 clusters Score -3458044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -3458053.000000 Penalty: 3418.972656
	Iteration 68Q: 3 clusters Score -3458053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3458061.000000 Penalty: 3418.972656
	Iteration 69Q: 3 clusters Score -3458061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -3458074.000000 Penalty: 3418.972656
	Iteration 70Q: 3 clusters Score -3458074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -3458078.000000 Penalty: 3418.972656
	Iteration 71Q: 3 clusters Score -3458078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -3458084.000000 Penalty: 3418.972656
	Iteration 72Q: 3 clusters Score -3458084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3458084.750000 Penalty: 3418.972656
	Iteration 73Q: 3 clusters Score -3458085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -3458089.250000 Penalty: 3418.972656
	Iteration 74Q: 3 clusters Score -3458089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -3458092.250000 Penalty: 3418.972656
	Iteration 75Q: 3 clusters Score -3458092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -3458089.750000 Penalty: 3418.972656
	Iteration 76Q: 3 clusters Score -3458090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -3458096.500000 Penalty: 3418.972656
	Iteration 77Q: 3 clusters Score -3458096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -3458099.500000 Penalty: 3418.972656
	Iteration 78Q: 3 clusters Score -3458100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -3458107.500000 Penalty: 3418.972656
	Iteration 79Q: 3 clusters Score -3458108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -3458109.000000 Penalty: 3418.972656
	Iteration 80F: 3 clusters Score -3458109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -3458110.500000 Penalty: 3418.972656
	Iteration 81Q: 3 clusters Score -3458110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -3458117.750000 Penalty: 3418.972656
	Iteration 82Q: 3 clusters Score -3458118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3458113.250000 Penalty: 3418.972656
	Iteration 83Q: 3 clusters Score -3458113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -3458120.500000 Penalty: 3418.972656
	Iteration 84Q: 3 clusters Score -3458120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -3458119.000000 Penalty: 3418.972656
	Iteration 85Q: 3 clusters Score -3458119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -3458120.750000 Penalty: 3418.972656
	Iteration 86Q: 3 clusters Score -3458121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3458120.750000 Penalty: 3418.972656
	Iteration 87Q: 3 clusters Score -3458121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3458120.500000 Penalty: 3418.972656
	Iteration 88Q: 3 clusters Score -3458120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -3458121.000000 Penalty: 3418.972656
	Iteration 89Q: 3 clusters Score -3458121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -3458120.000000 Penalty: 3418.972656
	Iteration 90Q: 3 clusters Score -3458120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3458120.750000 Penalty: 3418.972656
	Iteration 91Q: 3 clusters Score -3458121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3458120.750000 Penalty: 3418.972656
	Iteration 92F: 3 clusters Score -3458121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318980 members 
Mstep: Class 10 contains 42993 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541516.000000 Penalty: 28115.259766
Iteration 319Q: 14 clusters Score -5.454152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318979 members 
Mstep: Class 10 contains 42993 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21288 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541500.000000 Penalty: 28115.259766
Iteration 320F: 14 clusters Score -5.45415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318978 members 
Mstep: Class 10 contains 42993 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21289 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541500.000000 Penalty: 28115.259766
Iteration 321Q: 14 clusters Score -5.45415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318978 members 
Mstep: Class 10 contains 42993 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541520.000000 Penalty: 28115.259766
Iteration 322Q: 14 clusters Score -5.454152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318979 members 
Mstep: Class 10 contains 42992 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541520.000000 Penalty: 28115.259766
Iteration 323Q: 14 clusters Score -5.454152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318981 members 
Mstep: Class 10 contains 42990 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541520.000000 Penalty: 28115.259766
Iteration 324Q: 14 clusters Score -5.454152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318983 members 
Mstep: Class 10 contains 42988 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541516.000000 Penalty: 28115.259766
Iteration 325Q: 14 clusters Score -5.454152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318984 members 
Mstep: Class 10 contains 42987 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541508.000000 Penalty: 28115.259766
Iteration 326Q: 14 clusters Score -5.454151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318983 members 
Mstep: Class 10 contains 42988 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541524.000000 Penalty: 28115.259766
Iteration 327Q: 14 clusters Score -5.454152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318984 members 
Mstep: Class 10 contains 42988 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541524.000000 Penalty: 28115.259766
Iteration 328Q: 14 clusters Score -5.454152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318985 members 
Mstep: Class 10 contains 42987 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541516.000000 Penalty: 28115.259766
Iteration 329Q: 14 clusters Score -5.454152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318986 members 
Mstep: Class 10 contains 42986 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541516.000000 Penalty: 28115.259766
Iteration 330Q: 14 clusters Score -5.454152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 58832 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 318986 members 
Mstep: Class 10 contains 42986 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 20 contains 37047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541516.000000 Penalty: 28115.259766
Iteration 331F: 14 clusters Score -5.454152e+07 nChanged 0
Entering ConstructFrom: 
Score: -54541516.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (40221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Entering Unmasked Estep 
Score: -3756428.500000 Penalty: 1722.848389
	Iteration 0F: 2 clusters Score -3756428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3729373.000000 Penalty: 3445.696777
	Iteration 0F: 3 clusters Score -3729373 nChanged 18877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3740215.000000 Penalty: 3445.696777
	Iteration 1F: 3 clusters Score -3740215 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3740720.500000 Penalty: 3445.696777
	Iteration 2Q: 3 clusters Score -3740720 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3741255.750000 Penalty: 3445.696777
	Iteration 3Q: 3 clusters Score -3741256 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3741879.750000 Penalty: 3445.696777
	Iteration 4Q: 3 clusters Score -3741880 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3742793.250000 Penalty: 3445.696777
	Iteration 5Q: 3 clusters Score -3742793 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3744129.750000 Penalty: 3445.696777
	Iteration 6F: 3 clusters Score -3744130 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3746138.750000 Penalty: 3445.696777
	Iteration 7F: 3 clusters Score -3746139 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3748546.750000 Penalty: 3445.696777
	Iteration 8F: 3 clusters Score -3748547 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -3750927.500000 Penalty: 3445.696777
	Iteration 9F: 3 clusters Score -3750928 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -3752835.750000 Penalty: 3445.696777
	Iteration 10F: 3 clusters Score -3752836 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -3753940.750000 Penalty: 3445.696777
	Iteration 11Q: 3 clusters Score -3753941 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -3754487.000000 Penalty: 3445.696777
	Iteration 12Q: 3 clusters Score -3754487 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -3754716.500000 Penalty: 3445.696777
	Iteration 13Q: 3 clusters Score -3754716 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -3754818.500000 Penalty: 3445.696777
	Iteration 14Q: 3 clusters Score -3754818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -3754882.250000 Penalty: 3445.696777
	Iteration 15Q: 3 clusters Score -3754882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -3754909.750000 Penalty: 3445.696777
	Iteration 16Q: 3 clusters Score -3754910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -3754922.500000 Penalty: 3445.696777
	Iteration 17Q: 3 clusters Score -3754922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -3754934.750000 Penalty: 3445.696777
	Iteration 18Q: 3 clusters Score -3754935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -3754945.500000 Penalty: 3445.696777
	Iteration 19Q: 3 clusters Score -3754946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -3754949.250000 Penalty: 3445.696777
	Iteration 20F: 3 clusters Score -3754949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -3754954.750000 Penalty: 3445.696777
	Iteration 21Q: 3 clusters Score -3754955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -3754961.750000 Penalty: 3445.696777
	Iteration 22Q: 3 clusters Score -3754962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -3754961.750000 Penalty: 3445.696777
	Iteration 23F: 3 clusters Score -3754962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Entering Unmasked Estep 
Score: -2152789.250000 Penalty: 1638.605103
	Iteration 0F: 2 clusters Score -2152789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2136514.500000 Penalty: 3277.210205
	Iteration 0F: 3 clusters Score -2136514 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2142415.250000 Penalty: 3277.210205
	Iteration 1F: 3 clusters Score -2142415 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2142783.500000 Penalty: 3277.210205
	Iteration 2Q: 3 clusters Score -2142784 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2143131.000000 Penalty: 3277.210205
	Iteration 3Q: 3 clusters Score -2143131 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2143557.000000 Penalty: 3277.210205
	Iteration 4Q: 3 clusters Score -2143557 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2144144.000000 Penalty: 3277.210205
	Iteration 5F: 3 clusters Score -2144144 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2144957.000000 Penalty: 3277.210205
	Iteration 6F: 3 clusters Score -2144957 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2146062.250000 Penalty: 3277.210205
	Iteration 7F: 3 clusters Score -2146062 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2147291.250000 Penalty: 3277.210205
	Iteration 8F: 3 clusters Score -2147291 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2148479.500000 Penalty: 3277.210205
	Iteration 9F: 3 clusters Score -2148480 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2149545.750000 Penalty: 3277.210205
	Iteration 10Q: 3 clusters Score -2149546 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2150457.750000 Penalty: 3277.210205
	Iteration 11Q: 3 clusters Score -2150458 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2150995.750000 Penalty: 3277.210205
	Iteration 12Q: 3 clusters Score -2150996 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2151234.000000 Penalty: 3277.210205
	Iteration 13Q: 3 clusters Score -2151234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2151338.250000 Penalty: 3277.210205
	Iteration 14Q: 3 clusters Score -2151338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2151384.500000 Penalty: 3277.210205
	Iteration 15Q: 3 clusters Score -2151384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2151421.750000 Penalty: 3277.210205
	Iteration 16Q: 3 clusters Score -2151422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2151437.000000 Penalty: 3277.210205
	Iteration 17Q: 3 clusters Score -2151437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2151441.500000 Penalty: 3277.210205
	Iteration 18Q: 3 clusters Score -2151442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2151449.250000 Penalty: 3277.210205
	Iteration 19Q: 3 clusters Score -2151449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2151453.250000 Penalty: 3277.210205
	Iteration 20F: 3 clusters Score -2151453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2151457.500000 Penalty: 3277.210205
	Iteration 21Q: 3 clusters Score -2151458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2151454.500000 Penalty: 3277.210205
	Iteration 22Q: 3 clusters Score -2151454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2151457.500000 Penalty: 3277.210205
	Iteration 23Q: 3 clusters Score -2151458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2151456.500000 Penalty: 3277.210205
	Iteration 24Q: 3 clusters Score -2151456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2151461.750000 Penalty: 3277.210205
	Iteration 25Q: 3 clusters Score -2151462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2151461.000000 Penalty: 3277.210205
	Iteration 26Q: 3 clusters Score -2151461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2151463.500000 Penalty: 3277.210205
	Iteration 27Q: 3 clusters Score -2151464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2151467.250000 Penalty: 3277.210205
	Iteration 28Q: 3 clusters Score -2151467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2151466.500000 Penalty: 3277.210205
	Iteration 29Q: 3 clusters Score -2151466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2151467.750000 Penalty: 3277.210205
	Iteration 30Q: 3 clusters Score -2151468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2151469.500000 Penalty: 3277.210205
	Iteration 31Q: 3 clusters Score -2151470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2151471.250000 Penalty: 3277.210205
	Iteration 32Q: 3 clusters Score -2151471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2151472.000000 Penalty: 3277.210205
	Iteration 33Q: 3 clusters Score -2151472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2151473.500000 Penalty: 3277.210205
	Iteration 34Q: 3 clusters Score -2151474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2151473.500000 Penalty: 3277.210205
	Iteration 35F: 3 clusters Score -2151474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Entering Unmasked Estep 
Score: -2375448.500000 Penalty: 1647.175049
	Iteration 0F: 2 clusters Score -2375448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2358312.250000 Penalty: 3294.350098
	Iteration 0F: 3 clusters Score -2358312 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2364690.750000 Penalty: 3294.350098
	Iteration 1F: 3 clusters Score -2364691 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2365230.000000 Penalty: 3294.350098
	Iteration 2F: 3 clusters Score -2365230 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2365934.500000 Penalty: 3294.350098
	Iteration 3F: 3 clusters Score -2365934 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2366912.500000 Penalty: 3294.350098
	Iteration 4F: 3 clusters Score -2366912 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2368117.500000 Penalty: 3294.350098
	Iteration 5F: 3 clusters Score -2368118 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2369525.750000 Penalty: 3294.350098
	Iteration 6F: 3 clusters Score -2369526 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2371015.000000 Penalty: 3294.350098
	Iteration 7F: 3 clusters Score -2371015 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2372048.750000 Penalty: 3294.350098
	Iteration 8F: 3 clusters Score -2372049 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2372520.250000 Penalty: 3294.350098
	Iteration 9Q: 3 clusters Score -2372520 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2372748.000000 Penalty: 3294.350098
	Iteration 10Q: 3 clusters Score -2372748 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2372880.750000 Penalty: 3294.350098
	Iteration 11Q: 3 clusters Score -2372881 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2372967.250000 Penalty: 3294.350098
	Iteration 12Q: 3 clusters Score -2372967 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2373048.750000 Penalty: 3294.350098
	Iteration 13Q: 3 clusters Score -2373049 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2373098.500000 Penalty: 3294.350098
	Iteration 14Q: 3 clusters Score -2373098 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2373151.750000 Penalty: 3294.350098
	Iteration 15Q: 3 clusters Score -2373152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2373202.500000 Penalty: 3294.350098
	Iteration 16Q: 3 clusters Score -2373202 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2373237.750000 Penalty: 3294.350098
	Iteration 17Q: 3 clusters Score -2373238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2373257.750000 Penalty: 3294.350098
	Iteration 18Q: 3 clusters Score -2373258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2373302.750000 Penalty: 3294.350098
	Iteration 19Q: 3 clusters Score -2373303 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2373330.250000 Penalty: 3294.350098
	Iteration 20F: 3 clusters Score -2373330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2373363.500000 Penalty: 3294.350098
	Iteration 21Q: 3 clusters Score -2373364 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2373391.250000 Penalty: 3294.350098
	Iteration 22Q: 3 clusters Score -2373391 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2373419.500000 Penalty: 3294.350098
	Iteration 23Q: 3 clusters Score -2373420 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2373444.750000 Penalty: 3294.350098
	Iteration 24Q: 3 clusters Score -2373445 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2373474.500000 Penalty: 3294.350098
	Iteration 25Q: 3 clusters Score -2373474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2373498.000000 Penalty: 3294.350098
	Iteration 26Q: 3 clusters Score -2373498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2373523.750000 Penalty: 3294.350098
	Iteration 27Q: 3 clusters Score -2373524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2373544.250000 Penalty: 3294.350098
	Iteration 28Q: 3 clusters Score -2373544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2373545.250000 Penalty: 3294.350098
	Iteration 29Q: 3 clusters Score -2373545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2373561.250000 Penalty: 3294.350098
	Iteration 30Q: 3 clusters Score -2373561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2373579.250000 Penalty: 3294.350098
	Iteration 31Q: 3 clusters Score -2373579 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2373607.750000 Penalty: 3294.350098
	Iteration 32Q: 3 clusters Score -2373608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2373613.750000 Penalty: 3294.350098
	Iteration 33Q: 3 clusters Score -2373614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2373635.000000 Penalty: 3294.350098
	Iteration 34Q: 3 clusters Score -2373635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2373648.000000 Penalty: 3294.350098
	Iteration 35Q: 3 clusters Score -2373648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2373676.750000 Penalty: 3294.350098
	Iteration 36Q: 3 clusters Score -2373677 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2373696.250000 Penalty: 3294.350098
	Iteration 37Q: 3 clusters Score -2373696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2373719.500000 Penalty: 3294.350098
	Iteration 38Q: 3 clusters Score -2373720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2373748.250000 Penalty: 3294.350098
	Iteration 39Q: 3 clusters Score -2373748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2373765.000000 Penalty: 3294.350098
	Iteration 40F: 3 clusters Score -2373765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2373789.500000 Penalty: 3294.350098
	Iteration 41Q: 3 clusters Score -2373790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2373802.250000 Penalty: 3294.350098
	Iteration 42Q: 3 clusters Score -2373802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2373810.750000 Penalty: 3294.350098
	Iteration 43Q: 3 clusters Score -2373811 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2373819.750000 Penalty: 3294.350098
	Iteration 44Q: 3 clusters Score -2373820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2373832.500000 Penalty: 3294.350098
	Iteration 45Q: 3 clusters Score -2373832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2373842.500000 Penalty: 3294.350098
	Iteration 46Q: 3 clusters Score -2373842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2373853.750000 Penalty: 3294.350098
	Iteration 47Q: 3 clusters Score -2373854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2373867.250000 Penalty: 3294.350098
	Iteration 48Q: 3 clusters Score -2373867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2373872.750000 Penalty: 3294.350098
	Iteration 49Q: 3 clusters Score -2373873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2373888.500000 Penalty: 3294.350098
	Iteration 50Q: 3 clusters Score -2373888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2373896.500000 Penalty: 3294.350098
	Iteration 51Q: 3 clusters Score -2373896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2373914.500000 Penalty: 3294.350098
	Iteration 52Q: 3 clusters Score -2373914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2373921.000000 Penalty: 3294.350098
	Iteration 53Q: 3 clusters Score -2373921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2373929.000000 Penalty: 3294.350098
	Iteration 54Q: 3 clusters Score -2373929 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2373942.750000 Penalty: 3294.350098
	Iteration 55Q: 3 clusters Score -2373943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2373952.000000 Penalty: 3294.350098
	Iteration 56Q: 3 clusters Score -2373952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2373957.750000 Penalty: 3294.350098
	Iteration 57Q: 3 clusters Score -2373958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2373967.250000 Penalty: 3294.350098
	Iteration 58Q: 3 clusters Score -2373967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2373979.250000 Penalty: 3294.350098
	Iteration 59Q: 3 clusters Score -2373979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2373989.000000 Penalty: 3294.350098
	Iteration 60F: 3 clusters Score -2373989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2374005.250000 Penalty: 3294.350098
	Iteration 61Q: 3 clusters Score -2374005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2374016.250000 Penalty: 3294.350098
	Iteration 62Q: 3 clusters Score -2374016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2374033.250000 Penalty: 3294.350098
	Iteration 63Q: 3 clusters Score -2374033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2374047.000000 Penalty: 3294.350098
	Iteration 64Q: 3 clusters Score -2374047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2374055.500000 Penalty: 3294.350098
	Iteration 65Q: 3 clusters Score -2374056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2374065.000000 Penalty: 3294.350098
	Iteration 66Q: 3 clusters Score -2374065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2374072.500000 Penalty: 3294.350098
	Iteration 67Q: 3 clusters Score -2374072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2374074.250000 Penalty: 3294.350098
	Iteration 68Q: 3 clusters Score -2374074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2374080.500000 Penalty: 3294.350098
	Iteration 69Q: 3 clusters Score -2374080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2374084.500000 Penalty: 3294.350098
	Iteration 70Q: 3 clusters Score -2374084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2374087.500000 Penalty: 3294.350098
	Iteration 71Q: 3 clusters Score -2374088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2374093.750000 Penalty: 3294.350098
	Iteration 72Q: 3 clusters Score -2374094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2374097.250000 Penalty: 3294.350098
	Iteration 73Q: 3 clusters Score -2374097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2374099.500000 Penalty: 3294.350098
	Iteration 74Q: 3 clusters Score -2374100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2374101.750000 Penalty: 3294.350098
	Iteration 75Q: 3 clusters Score -2374102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2374111.250000 Penalty: 3294.350098
	Iteration 76Q: 3 clusters Score -2374111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2374114.500000 Penalty: 3294.350098
	Iteration 77Q: 3 clusters Score -2374114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2374124.750000 Penalty: 3294.350098
	Iteration 78Q: 3 clusters Score -2374125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2374125.500000 Penalty: 3294.350098
	Iteration 79Q: 3 clusters Score -2374126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2374134.000000 Penalty: 3294.350098
	Iteration 80F: 3 clusters Score -2374134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2374140.250000 Penalty: 3294.350098
	Iteration 81Q: 3 clusters Score -2374140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2374135.250000 Penalty: 3294.350098
	Iteration 82Q: 3 clusters Score -2374135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2374135.750000 Penalty: 3294.350098
	Iteration 83Q: 3 clusters Score -2374136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2374139.250000 Penalty: 3294.350098
	Iteration 84Q: 3 clusters Score -2374139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2374140.500000 Penalty: 3294.350098
	Iteration 85Q: 3 clusters Score -2374140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2374140.750000 Penalty: 3294.350098
	Iteration 86Q: 3 clusters Score -2374141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2374139.250000 Penalty: 3294.350098
	Iteration 87Q: 3 clusters Score -2374139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2374141.000000 Penalty: 3294.350098
	Iteration 88Q: 3 clusters Score -2374141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2374144.750000 Penalty: 3294.350098
	Iteration 89Q: 3 clusters Score -2374145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2374144.250000 Penalty: 3294.350098
	Iteration 90Q: 3 clusters Score -2374144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2374146.500000 Penalty: 3294.350098
	Iteration 91Q: 3 clusters Score -2374146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2374144.250000 Penalty: 3294.350098
	Iteration 92Q: 3 clusters Score -2374144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2374152.500000 Penalty: 3294.350098
	Iteration 93Q: 3 clusters Score -2374152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2374152.500000 Penalty: 3294.350098
	Iteration 94F: 3 clusters Score -2374152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Entering Unmasked Estep 
Score: -5501697.000000 Penalty: 1784.646606
	Iteration 0F: 2 clusters Score -5501697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -5462338.000000 Penalty: 3569.293213
	Iteration 0F: 3 clusters Score -5462338 nChanged 27761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -5478141.000000 Penalty: 3569.293213
	Iteration 1F: 3 clusters Score -5478141 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -5478675.000000 Penalty: 3569.293213
	Iteration 2Q: 3 clusters Score -5478675 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -5479213.500000 Penalty: 3569.293213
	Iteration 3Q: 3 clusters Score -5479214 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -5479806.000000 Penalty: 3569.293213
	Iteration 4Q: 3 clusters Score -5479806 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5480410.500000 Penalty: 3569.293213
	Iteration 5Q: 3 clusters Score -5480410 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5481030.500000 Penalty: 3569.293213
	Iteration 6Q: 3 clusters Score -5481030 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5481637.500000 Penalty: 3569.293213
	Iteration 7Q: 3 clusters Score -5481638 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5482296.000000 Penalty: 3569.293213
	Iteration 8Q: 3 clusters Score -5482296 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5483130.500000 Penalty: 3569.293213
	Iteration 9Q: 3 clusters Score -5483130 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -5484406.500000 Penalty: 3569.293213
	Iteration 10Q: 3 clusters Score -5484406 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -5486128.000000 Penalty: 3569.293213
	Iteration 11Q: 3 clusters Score -5486128 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -5488479.500000 Penalty: 3569.293213
	Iteration 12F: 3 clusters Score -5488480 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -5490842.500000 Penalty: 3569.293213
	Iteration 13F: 3 clusters Score -5490842 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5492259.000000 Penalty: 3569.293213
	Iteration 14Q: 3 clusters Score -5492259 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -5492936.000000 Penalty: 3569.293213
	Iteration 15Q: 3 clusters Score -5492936 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -5493341.500000 Penalty: 3569.293213
	Iteration 16Q: 3 clusters Score -5493342 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -5493684.500000 Penalty: 3569.293213
	Iteration 17Q: 3 clusters Score -5493684 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5493977.000000 Penalty: 3569.293213
	Iteration 18Q: 3 clusters Score -5493977 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -5494231.500000 Penalty: 3569.293213
	Iteration 19Q: 3 clusters Score -5494232 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5494510.500000 Penalty: 3569.293213
	Iteration 20F: 3 clusters Score -5494510 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -5494729.500000 Penalty: 3569.293213
	Iteration 21Q: 3 clusters Score -5494730 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5494964.000000 Penalty: 3569.293213
	Iteration 22Q: 3 clusters Score -5494964 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -5495222.000000 Penalty: 3569.293213
	Iteration 23Q: 3 clusters Score -5495222 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -5495438.000000 Penalty: 3569.293213
	Iteration 24Q: 3 clusters Score -5495438 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -5495680.000000 Penalty: 3569.293213
	Iteration 25Q: 3 clusters Score -5495680 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -5495898.000000 Penalty: 3569.293213
	Iteration 26Q: 3 clusters Score -5495898 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -5496152.500000 Penalty: 3569.293213
	Iteration 27Q: 3 clusters Score -5496152 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -5496372.500000 Penalty: 3569.293213
	Iteration 28Q: 3 clusters Score -5496372 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5496629.000000 Penalty: 3569.293213
	Iteration 29Q: 3 clusters Score -5496629 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5496898.500000 Penalty: 3569.293213
	Iteration 30Q: 3 clusters Score -5496898 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -5497149.500000 Penalty: 3569.293213
	Iteration 31Q: 3 clusters Score -5497150 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -5497389.500000 Penalty: 3569.293213
	Iteration 32Q: 3 clusters Score -5497390 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -5497658.000000 Penalty: 3569.293213
	Iteration 33Q: 3 clusters Score -5497658 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5497888.000000 Penalty: 3569.293213
	Iteration 34Q: 3 clusters Score -5497888 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -5498098.500000 Penalty: 3569.293213
	Iteration 35Q: 3 clusters Score -5498098 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -5498293.000000 Penalty: 3569.293213
	Iteration 36Q: 3 clusters Score -5498293 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -5498485.000000 Penalty: 3569.293213
	Iteration 37Q: 3 clusters Score -5498485 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5498648.500000 Penalty: 3569.293213
	Iteration 38Q: 3 clusters Score -5498648 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -5498754.500000 Penalty: 3569.293213
	Iteration 39Q: 3 clusters Score -5498754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -5498843.000000 Penalty: 3569.293213
	Iteration 40F: 3 clusters Score -5498843 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -5498990.000000 Penalty: 3569.293213
	Iteration 41Q: 3 clusters Score -5498990 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -5499067.000000 Penalty: 3569.293213
	Iteration 42Q: 3 clusters Score -5499067 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5499141.500000 Penalty: 3569.293213
	Iteration 43Q: 3 clusters Score -5499142 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5499193.000000 Penalty: 3569.293213
	Iteration 44Q: 3 clusters Score -5499193 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -5499255.000000 Penalty: 3569.293213
	Iteration 45Q: 3 clusters Score -5499255 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -5499347.000000 Penalty: 3569.293213
	Iteration 46Q: 3 clusters Score -5499347 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5499396.000000 Penalty: 3569.293213
	Iteration 47Q: 3 clusters Score -5499396 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5499447.000000 Penalty: 3569.293213
	Iteration 48Q: 3 clusters Score -5499447 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5499507.000000 Penalty: 3569.293213
	Iteration 49Q: 3 clusters Score -5499507 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5499550.500000 Penalty: 3569.293213
	Iteration 50Q: 3 clusters Score -5499550 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5499575.000000 Penalty: 3569.293213
	Iteration 51Q: 3 clusters Score -5499575 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5499621.000000 Penalty: 3569.293213
	Iteration 52Q: 3 clusters Score -5499621 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5499666.500000 Penalty: 3569.293213
	Iteration 53Q: 3 clusters Score -5499666 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5499733.500000 Penalty: 3569.293213
	Iteration 54Q: 3 clusters Score -5499734 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5499815.000000 Penalty: 3569.293213
	Iteration 55Q: 3 clusters Score -5499815 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5499859.000000 Penalty: 3569.293213
	Iteration 56Q: 3 clusters Score -5499859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5499916.500000 Penalty: 3569.293213
	Iteration 57Q: 3 clusters Score -5499916 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5499994.000000 Penalty: 3569.293213
	Iteration 58Q: 3 clusters Score -5499994 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5500045.500000 Penalty: 3569.293213
	Iteration 59Q: 3 clusters Score -5500046 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5500081.500000 Penalty: 3569.293213
	Iteration 60F: 3 clusters Score -5500082 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5500112.500000 Penalty: 3569.293213
	Iteration 61Q: 3 clusters Score -5500112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5500129.000000 Penalty: 3569.293213
	Iteration 62Q: 3 clusters Score -5500129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5500173.000000 Penalty: 3569.293213
	Iteration 63Q: 3 clusters Score -5500173 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5500199.500000 Penalty: 3569.293213
	Iteration 64Q: 3 clusters Score -5500200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5500224.000000 Penalty: 3569.293213
	Iteration 65Q: 3 clusters Score -5500224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5500239.000000 Penalty: 3569.293213
	Iteration 66Q: 3 clusters Score -5500239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5500258.000000 Penalty: 3569.293213
	Iteration 67Q: 3 clusters Score -5500258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5500260.000000 Penalty: 3569.293213
	Iteration 68Q: 3 clusters Score -5500260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5500263.500000 Penalty: 3569.293213
	Iteration 69Q: 3 clusters Score -5500264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5500286.500000 Penalty: 3569.293213
	Iteration 70Q: 3 clusters Score -5500286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5500284.500000 Penalty: 3569.293213
	Iteration 71Q: 3 clusters Score -5500284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5500304.500000 Penalty: 3569.293213
	Iteration 72Q: 3 clusters Score -5500304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5500306.000000 Penalty: 3569.293213
	Iteration 73Q: 3 clusters Score -5500306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5500316.500000 Penalty: 3569.293213
	Iteration 74Q: 3 clusters Score -5500316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5500326.000000 Penalty: 3569.293213
	Iteration 75Q: 3 clusters Score -5500326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5500330.000000 Penalty: 3569.293213
	Iteration 76Q: 3 clusters Score -5500330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5500332.500000 Penalty: 3569.293213
	Iteration 77Q: 3 clusters Score -5500332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5500329.500000 Penalty: 3569.293213
	Iteration 78Q: 3 clusters Score -5500330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5500336.500000 Penalty: 3569.293213
	Iteration 79Q: 3 clusters Score -5500336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5500345.500000 Penalty: 3569.293213
	Iteration 80F: 3 clusters Score -5500346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5500348.500000 Penalty: 3569.293213
	Iteration 81Q: 3 clusters Score -5500348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5500351.000000 Penalty: 3569.293213
	Iteration 82Q: 3 clusters Score -5500351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5500350.500000 Penalty: 3569.293213
	Iteration 83Q: 3 clusters Score -5500350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5500354.500000 Penalty: 3569.293213
	Iteration 84Q: 3 clusters Score -5500354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5500355.500000 Penalty: 3569.293213
	Iteration 85Q: 3 clusters Score -5500356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5500358.500000 Penalty: 3569.293213
	Iteration 86Q: 3 clusters Score -5500358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5500364.000000 Penalty: 3569.293213
	Iteration 87Q: 3 clusters Score -5500364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5500358.000000 Penalty: 3569.293213
	Iteration 88Q: 3 clusters Score -5500358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5500361.500000 Penalty: 3569.293213
	Iteration 89Q: 3 clusters Score -5500362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5500364.000000 Penalty: 3569.293213
	Iteration 90Q: 3 clusters Score -5500364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5500364.000000 Penalty: 3569.293213
	Iteration 91F: 3 clusters Score -5500364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Entering Unmasked Estep 
Score: -1291192.125000 Penalty: 1549.160034
	Iteration 0F: 2 clusters Score -1291192 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 6795 members 
Entering Unmasked Estep 
Score: -1281565.250000 Penalty: 3098.320068
	Iteration 0F: 3 clusters Score -1281565 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1284948.500000 Penalty: 3098.320068
	Iteration 1F: 3 clusters Score -1284948 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1285429.000000 Penalty: 3098.320068
	Iteration 2F: 3 clusters Score -1285429 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1286023.500000 Penalty: 3098.320068
	Iteration 3F: 3 clusters Score -1286024 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1286756.875000 Penalty: 3098.320068
	Iteration 4F: 3 clusters Score -1286757 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1287693.125000 Penalty: 3098.320068
	Iteration 5F: 3 clusters Score -1287693 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1288548.250000 Penalty: 3098.320068
	Iteration 6F: 3 clusters Score -1288548 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1289194.375000 Penalty: 3098.320068
	Iteration 7F: 3 clusters Score -1289194 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1289526.000000 Penalty: 3098.320068
	Iteration 8Q: 3 clusters Score -1289526 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1289713.625000 Penalty: 3098.320068
	Iteration 9Q: 3 clusters Score -1289714 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1289813.500000 Penalty: 3098.320068
	Iteration 10Q: 3 clusters Score -1289814 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1289906.000000 Penalty: 3098.320068
	Iteration 11Q: 3 clusters Score -1289906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1289993.125000 Penalty: 3098.320068
	Iteration 12Q: 3 clusters Score -1289993 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1290050.500000 Penalty: 3098.320068
	Iteration 13Q: 3 clusters Score -1290050 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1290093.625000 Penalty: 3098.320068
	Iteration 14Q: 3 clusters Score -1290094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1290124.625000 Penalty: 3098.320068
	Iteration 15Q: 3 clusters Score -1290125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1290143.500000 Penalty: 3098.320068
	Iteration 16Q: 3 clusters Score -1290144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1290160.625000 Penalty: 3098.320068
	Iteration 17Q: 3 clusters Score -1290161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1290162.000000 Penalty: 3098.320068
	Iteration 18Q: 3 clusters Score -1290162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1290176.125000 Penalty: 3098.320068
	Iteration 19Q: 3 clusters Score -1290176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1290186.625000 Penalty: 3098.320068
	Iteration 20F: 3 clusters Score -1290187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1290190.875000 Penalty: 3098.320068
	Iteration 21Q: 3 clusters Score -1290191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1290195.000000 Penalty: 3098.320068
	Iteration 22Q: 3 clusters Score -1290195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1290199.250000 Penalty: 3098.320068
	Iteration 23Q: 3 clusters Score -1290199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1290204.125000 Penalty: 3098.320068
	Iteration 24Q: 3 clusters Score -1290204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1290207.000000 Penalty: 3098.320068
	Iteration 25Q: 3 clusters Score -1290207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1290211.750000 Penalty: 3098.320068
	Iteration 26Q: 3 clusters Score -1290212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1290213.625000 Penalty: 3098.320068
	Iteration 27Q: 3 clusters Score -1290214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1290214.875000 Penalty: 3098.320068
	Iteration 28Q: 3 clusters Score -1290215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1290221.375000 Penalty: 3098.320068
	Iteration 29Q: 3 clusters Score -1290221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1290219.250000 Penalty: 3098.320068
	Iteration 30Q: 3 clusters Score -1290219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1290226.000000 Penalty: 3098.320068
	Iteration 31Q: 3 clusters Score -1290226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1290226.375000 Penalty: 3098.320068
	Iteration 32Q: 3 clusters Score -1290226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1290227.250000 Penalty: 3098.320068
	Iteration 33Q: 3 clusters Score -1290227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1290226.500000 Penalty: 3098.320068
	Iteration 34Q: 3 clusters Score -1290226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1290228.375000 Penalty: 3098.320068
	Iteration 35Q: 3 clusters Score -1290228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1290229.250000 Penalty: 3098.320068
	Iteration 36Q: 3 clusters Score -1290229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1290230.875000 Penalty: 3098.320068
	Iteration 37Q: 3 clusters Score -1290231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1290229.000000 Penalty: 3098.320068
	Iteration 38Q: 3 clusters Score -1290229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1290229.000000 Penalty: 3098.320068
	Iteration 39F: 3 clusters Score -1290229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -91629.351562 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -91629.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -90210.820312 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -90210.82 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -90602.484375 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -90602.48 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -90723.492188 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -90723.49 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90791.320312 Penalty: 2286.462402
	Iteration 3F: 3 clusters Score -90791.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90816.578125 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -90816.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -90830.281250 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -90830.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -90839.960938 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -90839.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -90848.828125 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -90848.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -90851.492188 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -90851.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90852.156250 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -90852.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90852.156250 Penalty: 2286.462402
	Iteration 10F: 3 clusters Score -90852.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Entering Unmasked Estep 
Score: -1199947.250000 Penalty: 1534.930908
	Iteration 0F: 2 clusters Score -1199947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1191028.750000 Penalty: 3069.861816
	Iteration 0F: 3 clusters Score -1191029 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1193922.750000 Penalty: 3069.861816
	Iteration 1F: 3 clusters Score -1193923 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1194173.125000 Penalty: 3069.861816
	Iteration 2F: 3 clusters Score -1194173 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1194399.750000 Penalty: 3069.861816
	Iteration 3Q: 3 clusters Score -1194400 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1194619.125000 Penalty: 3069.861816
	Iteration 4Q: 3 clusters Score -1194619 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1194831.375000 Penalty: 3069.861816
	Iteration 5Q: 3 clusters Score -1194831 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1195052.500000 Penalty: 3069.861816
	Iteration 6Q: 3 clusters Score -1195052 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1195337.250000 Penalty: 3069.861816
	Iteration 7Q: 3 clusters Score -1195337 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1195672.875000 Penalty: 3069.861816
	Iteration 8Q: 3 clusters Score -1195673 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1196100.625000 Penalty: 3069.861816
	Iteration 9F: 3 clusters Score -1196101 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1196597.000000 Penalty: 3069.861816
	Iteration 10F: 3 clusters Score -1196597 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1197099.500000 Penalty: 3069.861816
	Iteration 11F: 3 clusters Score -1197100 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1197591.125000 Penalty: 3069.861816
	Iteration 12Q: 3 clusters Score -1197591 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1197971.125000 Penalty: 3069.861816
	Iteration 13Q: 3 clusters Score -1197971 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1198225.375000 Penalty: 3069.861816
	Iteration 14Q: 3 clusters Score -1198225 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1198369.750000 Penalty: 3069.861816
	Iteration 15Q: 3 clusters Score -1198370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1198452.375000 Penalty: 3069.861816
	Iteration 16Q: 3 clusters Score -1198452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1198506.875000 Penalty: 3069.861816
	Iteration 17Q: 3 clusters Score -1198507 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1198540.625000 Penalty: 3069.861816
	Iteration 18Q: 3 clusters Score -1198541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1198575.375000 Penalty: 3069.861816
	Iteration 19Q: 3 clusters Score -1198575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1198592.625000 Penalty: 3069.861816
	Iteration 20F: 3 clusters Score -1198593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1198610.625000 Penalty: 3069.861816
	Iteration 21Q: 3 clusters Score -1198611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1198624.375000 Penalty: 3069.861816
	Iteration 22Q: 3 clusters Score -1198624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1198631.250000 Penalty: 3069.861816
	Iteration 23Q: 3 clusters Score -1198631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1198637.000000 Penalty: 3069.861816
	Iteration 24Q: 3 clusters Score -1198637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1198642.000000 Penalty: 3069.861816
	Iteration 25Q: 3 clusters Score -1198642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1198646.625000 Penalty: 3069.861816
	Iteration 26Q: 3 clusters Score -1198647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1198647.375000 Penalty: 3069.861816
	Iteration 27Q: 3 clusters Score -1198647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1198650.250000 Penalty: 3069.861816
	Iteration 28Q: 3 clusters Score -1198650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1198653.250000 Penalty: 3069.861816
	Iteration 29Q: 3 clusters Score -1198653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1198658.125000 Penalty: 3069.861816
	Iteration 30Q: 3 clusters Score -1198658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1198660.125000 Penalty: 3069.861816
	Iteration 31Q: 3 clusters Score -1198660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1198662.500000 Penalty: 3069.861816
	Iteration 32Q: 3 clusters Score -1198662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1198663.875000 Penalty: 3069.861816
	Iteration 33Q: 3 clusters Score -1198664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1198665.375000 Penalty: 3069.861816
	Iteration 34Q: 3 clusters Score -1198665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1198664.375000 Penalty: 3069.861816
	Iteration 35Q: 3 clusters Score -1198664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1198665.500000 Penalty: 3069.861816
	Iteration 36Q: 3 clusters Score -1198666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1198666.250000 Penalty: 3069.861816
	Iteration 37Q: 3 clusters Score -1198666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1198666.750000 Penalty: 3069.861816
	Iteration 38Q: 3 clusters Score -1198667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1198666.750000 Penalty: 3069.861816
	Iteration 39F: 3 clusters Score -1198667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -392357.843750 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -392357.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -388653.843750 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -388653.8 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -389611.343750 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -389611.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -389767.312500 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -389767.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -389873.406250 Penalty: 2736.435303
	Iteration 3F: 3 clusters Score -389873.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -389988.937500 Penalty: 2736.435303
	Iteration 4Q: 3 clusters Score -389988.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -390124.218750 Penalty: 2736.435303
	Iteration 5Q: 3 clusters Score -390124.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -390323.250000 Penalty: 2736.435303
	Iteration 6Q: 3 clusters Score -390323.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -390560.843750 Penalty: 2736.435303
	Iteration 7Q: 3 clusters Score -390560.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -390737.812500 Penalty: 2736.435303
	Iteration 8Q: 3 clusters Score -390737.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -390867.000000 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -390867 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -390965.500000 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -390965.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -391038.250000 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -391038.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -391117.875000 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -391117.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -391168.687500 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -391168.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -391206.968750 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -391207 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -391238.375000 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -391238.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -391270.750000 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -391270.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -391300.406250 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -391300.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -391332.750000 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -391332.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -391356.218750 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -391356.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -391369.593750 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -391369.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -391379.312500 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -391379.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -391390.281250 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -391390.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -391405.718750 Penalty: 2736.435303
	Iteration 23Q: 3 clusters Score -391405.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -391420.125000 Penalty: 2736.435303
	Iteration 24Q: 3 clusters Score -391420.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -391436.312500 Penalty: 2736.435303
	Iteration 25Q: 3 clusters Score -391436.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -391456.593750 Penalty: 2736.435303
	Iteration 26Q: 3 clusters Score -391456.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -391475.250000 Penalty: 2736.435303
	Iteration 27Q: 3 clusters Score -391475.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -391489.968750 Penalty: 2736.435303
	Iteration 28Q: 3 clusters Score -391490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -391502.500000 Penalty: 2736.435303
	Iteration 29Q: 3 clusters Score -391502.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -391514.093750 Penalty: 2736.435303
	Iteration 30Q: 3 clusters Score -391514.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -391525.343750 Penalty: 2736.435303
	Iteration 31Q: 3 clusters Score -391525.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -391533.781250 Penalty: 2736.435303
	Iteration 32Q: 3 clusters Score -391533.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -391541.781250 Penalty: 2736.435303
	Iteration 33Q: 3 clusters Score -391541.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -391554.156250 Penalty: 2736.435303
	Iteration 34Q: 3 clusters Score -391554.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -391560.500000 Penalty: 2736.435303
	Iteration 35Q: 3 clusters Score -391560.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -391568.718750 Penalty: 2736.435303
	Iteration 36Q: 3 clusters Score -391568.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -391579.125000 Penalty: 2736.435303
	Iteration 37Q: 3 clusters Score -391579.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -391592.062500 Penalty: 2736.435303
	Iteration 38Q: 3 clusters Score -391592.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -391607.250000 Penalty: 2736.435303
	Iteration 39Q: 3 clusters Score -391607.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -391620.562500 Penalty: 2736.435303
	Iteration 40F: 3 clusters Score -391620.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -391635.000000 Penalty: 2736.435303
	Iteration 41Q: 3 clusters Score -391635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -391645.843750 Penalty: 2736.435303
	Iteration 42Q: 3 clusters Score -391645.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -391656.375000 Penalty: 2736.435303
	Iteration 43Q: 3 clusters Score -391656.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -391666.000000 Penalty: 2736.435303
	Iteration 44Q: 3 clusters Score -391666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -391674.375000 Penalty: 2736.435303
	Iteration 45Q: 3 clusters Score -391674.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -391682.875000 Penalty: 2736.435303
	Iteration 46Q: 3 clusters Score -391682.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -391692.437500 Penalty: 2736.435303
	Iteration 47Q: 3 clusters Score -391692.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -391699.531250 Penalty: 2736.435303
	Iteration 48Q: 3 clusters Score -391699.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -391708.531250 Penalty: 2736.435303
	Iteration 49Q: 3 clusters Score -391708.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -391715.781250 Penalty: 2736.435303
	Iteration 50Q: 3 clusters Score -391715.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -391723.281250 Penalty: 2736.435303
	Iteration 51Q: 3 clusters Score -391723.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -391726.625000 Penalty: 2736.435303
	Iteration 52Q: 3 clusters Score -391726.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -391730.906250 Penalty: 2736.435303
	Iteration 53Q: 3 clusters Score -391730.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -391736.843750 Penalty: 2736.435303
	Iteration 54Q: 3 clusters Score -391736.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -391741.468750 Penalty: 2736.435303
	Iteration 55Q: 3 clusters Score -391741.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -391744.218750 Penalty: 2736.435303
	Iteration 56Q: 3 clusters Score -391744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -391748.156250 Penalty: 2736.435303
	Iteration 57Q: 3 clusters Score -391748.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -391750.250000 Penalty: 2736.435303
	Iteration 58Q: 3 clusters Score -391750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -391751.562500 Penalty: 2736.435303
	Iteration 59Q: 3 clusters Score -391751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -391752.343750 Penalty: 2736.435303
	Iteration 60F: 3 clusters Score -391752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -391753.406250 Penalty: 2736.435303
	Iteration 61Q: 3 clusters Score -391753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -391754.562500 Penalty: 2736.435303
	Iteration 62Q: 3 clusters Score -391754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -391756.031250 Penalty: 2736.435303
	Iteration 63Q: 3 clusters Score -391756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -391758.437500 Penalty: 2736.435303
	Iteration 64Q: 3 clusters Score -391758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -391760.093750 Penalty: 2736.435303
	Iteration 65Q: 3 clusters Score -391760.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -391761.625000 Penalty: 2736.435303
	Iteration 66Q: 3 clusters Score -391761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -391763.843750 Penalty: 2736.435303
	Iteration 67Q: 3 clusters Score -391763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -391765.406250 Penalty: 2736.435303
	Iteration 68Q: 3 clusters Score -391765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -391767.687500 Penalty: 2736.435303
	Iteration 69Q: 3 clusters Score -391767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -391767.406250 Penalty: 2736.435303
	Iteration 70Q: 3 clusters Score -391767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -391768.625000 Penalty: 2736.435303
	Iteration 71Q: 3 clusters Score -391768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -391770.843750 Penalty: 2736.435303
	Iteration 72Q: 3 clusters Score -391770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -391772.062500 Penalty: 2736.435303
	Iteration 73Q: 3 clusters Score -391772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -391773.625000 Penalty: 2736.435303
	Iteration 74Q: 3 clusters Score -391773.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -391776.500000 Penalty: 2736.435303
	Iteration 75Q: 3 clusters Score -391776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -391776.531250 Penalty: 2736.435303
	Iteration 76Q: 3 clusters Score -391776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -391778.093750 Penalty: 2736.435303
	Iteration 77Q: 3 clusters Score -391778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -391778.187500 Penalty: 2736.435303
	Iteration 78Q: 3 clusters Score -391778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -391778.125000 Penalty: 2736.435303
	Iteration 79Q: 3 clusters Score -391778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -391778.687500 Penalty: 2736.435303
	Iteration 80F: 3 clusters Score -391778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -391779.093750 Penalty: 2736.435303
	Iteration 81Q: 3 clusters Score -391779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -391780.812500 Penalty: 2736.435303
	Iteration 82Q: 3 clusters Score -391780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -391781.625000 Penalty: 2736.435303
	Iteration 83Q: 3 clusters Score -391781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -391781.937500 Penalty: 2736.435303
	Iteration 84Q: 3 clusters Score -391781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -391782.562500 Penalty: 2736.435303
	Iteration 85Q: 3 clusters Score -391782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -391782.281250 Penalty: 2736.435303
	Iteration 86Q: 3 clusters Score -391782.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -391783.000000 Penalty: 2736.435303
	Iteration 87Q: 3 clusters Score -391783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -391783.000000 Penalty: 2736.435303
	Iteration 88F: 3 clusters Score -391783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (318986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318986 members 
Entering Unmasked Estep 
Score: -29179384.000000 Penalty: 2059.346680
	Iteration 0F: 2 clusters Score -2.917938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -28973942.000000 Penalty: 4118.693359
	Iteration 0F: 3 clusters Score -2.897394e+07 nChanged 155321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165122 members 
Mstep: Class 2 contains 153864 members 
Entering Unmasked Estep 
Score: -29066954.000000 Penalty: 4118.693359
	Iteration 1F: 3 clusters Score -2.906695e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169150 members 
Mstep: Class 2 contains 149836 members 
Entering Unmasked Estep 
Score: -29068776.000000 Penalty: 4118.693359
	Iteration 2Q: 3 clusters Score -2.906878e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175582 members 
Mstep: Class 2 contains 143404 members 
Entering Unmasked Estep 
Score: -29070946.000000 Penalty: 4118.693359
	Iteration 3Q: 3 clusters Score -2.907095e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185568 members 
Mstep: Class 2 contains 133418 members 
Entering Unmasked Estep 
Score: -29075288.000000 Penalty: 4118.693359
	Iteration 4Q: 3 clusters Score -2.907529e+07 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200670 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -29082920.000000 Penalty: 4118.693359
	Iteration 5F: 3 clusters Score -2.908292e+07 nChanged 22178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222304 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -29097686.000000 Penalty: 4118.693359
	Iteration 6F: 3 clusters Score -2.909769e+07 nChanged 27802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250006 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -29120842.000000 Penalty: 4118.693359
	Iteration 7F: 3 clusters Score -2.912084e+07 nChanged 28678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278680 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -29148222.000000 Penalty: 4118.693359
	Iteration 8F: 3 clusters Score -2.914822e+07 nChanged 21488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300168 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -29168322.000000 Penalty: 4118.693359
	Iteration 9F: 3 clusters Score -2.916832e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311855 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -29175148.000000 Penalty: 4118.693359
	Iteration 10Q: 3 clusters Score -2.917515e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316566 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -29176864.000000 Penalty: 4118.693359
	Iteration 11Q: 3 clusters Score -2.917686e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318093 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -29177286.000000 Penalty: 4118.693359
	Iteration 12Q: 3 clusters Score -2.917729e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318514 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29177464.000000 Penalty: 4118.693359
	Iteration 13Q: 3 clusters Score -2.917746e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318652 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29177540.000000 Penalty: 4118.693359
	Iteration 14Q: 3 clusters Score -2.917754e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318700 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29177590.000000 Penalty: 4118.693359
	Iteration 15Q: 3 clusters Score -2.917759e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318736 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29177634.000000 Penalty: 4118.693359
	Iteration 16Q: 3 clusters Score -2.917763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318749 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29177648.000000 Penalty: 4118.693359
	Iteration 17Q: 3 clusters Score -2.917765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318756 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29177658.000000 Penalty: 4118.693359
	Iteration 18Q: 3 clusters Score -2.917766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318767 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29177674.000000 Penalty: 4118.693359
	Iteration 19Q: 3 clusters Score -2.917767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318773 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29177676.000000 Penalty: 4118.693359
	Iteration 20F: 3 clusters Score -2.917768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318783 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29177690.000000 Penalty: 4118.693359
	Iteration 21Q: 3 clusters Score -2.917769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318786 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29177728.000000 Penalty: 4118.693359
	Iteration 22Q: 3 clusters Score -2.917773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318788 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29177728.000000 Penalty: 4118.693359
	Iteration 23Q: 3 clusters Score -2.917773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318793 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29177740.000000 Penalty: 4118.693359
	Iteration 24Q: 3 clusters Score -2.917774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318800 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29177754.000000 Penalty: 4118.693359
	Iteration 25Q: 3 clusters Score -2.917775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318800 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29177758.000000 Penalty: 4118.693359
	Iteration 26Q: 3 clusters Score -2.917776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318800 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29177758.000000 Penalty: 4118.693359
	Iteration 27F: 3 clusters Score -2.917776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Entering Unmasked Estep 
Score: -4011389.250000 Penalty: 1733.652344
	Iteration 0F: 2 clusters Score -4011389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3982815.250000 Penalty: 3467.304688
	Iteration 0F: 3 clusters Score -3982815 nChanged 19986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3994014.250000 Penalty: 3467.304688
	Iteration 1F: 3 clusters Score -3994014 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3994532.500000 Penalty: 3467.304688
	Iteration 2Q: 3 clusters Score -3994532 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3995241.750000 Penalty: 3467.304688
	Iteration 3Q: 3 clusters Score -3995242 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3996212.250000 Penalty: 3467.304688
	Iteration 4Q: 3 clusters Score -3996212 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3997863.500000 Penalty: 3467.304688
	Iteration 5F: 3 clusters Score -3997864 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4000475.250000 Penalty: 3467.304688
	Iteration 6F: 3 clusters Score -4000475 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4003960.500000 Penalty: 3467.304688
	Iteration 7F: 3 clusters Score -4003960 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -4007000.750000 Penalty: 3467.304688
	Iteration 8F: 3 clusters Score -4007001 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -4008752.750000 Penalty: 3467.304688
	Iteration 9Q: 3 clusters Score -4008753 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -4009492.500000 Penalty: 3467.304688
	Iteration 10Q: 3 clusters Score -4009492 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -4009773.000000 Penalty: 3467.304688
	Iteration 11Q: 3 clusters Score -4009773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -4009913.750000 Penalty: 3467.304688
	Iteration 12Q: 3 clusters Score -4009914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4010020.000000 Penalty: 3467.304688
	Iteration 13Q: 3 clusters Score -4010020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4010094.250000 Penalty: 3467.304688
	Iteration 14Q: 3 clusters Score -4010094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -4010128.500000 Penalty: 3467.304688
	Iteration 15Q: 3 clusters Score -4010128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -4010155.500000 Penalty: 3467.304688
	Iteration 16Q: 3 clusters Score -4010156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -4010170.500000 Penalty: 3467.304688
	Iteration 17Q: 3 clusters Score -4010170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -4010182.250000 Penalty: 3467.304688
	Iteration 18Q: 3 clusters Score -4010182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -4010196.000000 Penalty: 3467.304688
	Iteration 19Q: 3 clusters Score -4010196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -4010201.250000 Penalty: 3467.304688
	Iteration 20F: 3 clusters Score -4010201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -4010206.250000 Penalty: 3467.304688
	Iteration 21Q: 3 clusters Score -4010206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -4010222.250000 Penalty: 3467.304688
	Iteration 22Q: 3 clusters Score -4010222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -4010229.000000 Penalty: 3467.304688
	Iteration 23Q: 3 clusters Score -4010229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -4010233.000000 Penalty: 3467.304688
	Iteration 24Q: 3 clusters Score -4010233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -4010235.000000 Penalty: 3467.304688
	Iteration 25Q: 3 clusters Score -4010235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -4010233.000000 Penalty: 3467.304688
	Iteration 26Q: 3 clusters Score -4010233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -4010236.000000 Penalty: 3467.304688
	Iteration 27Q: 3 clusters Score -4010236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -4010237.750000 Penalty: 3467.304688
	Iteration 28Q: 3 clusters Score -4010238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -4010237.750000 Penalty: 3467.304688
	Iteration 29Q: 3 clusters Score -4010238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -4010236.250000 Penalty: 3467.304688
	Iteration 30Q: 3 clusters Score -4010236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -4010239.750000 Penalty: 3467.304688
	Iteration 31Q: 3 clusters Score -4010240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -4010238.750000 Penalty: 3467.304688
	Iteration 32Q: 3 clusters Score -4010239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -4010238.750000 Penalty: 3467.304688
	Iteration 33F: 3 clusters Score -4010239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -179590.859375 Penalty: 1226.125854
	Iteration 0F: 2 clusters Score -179590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -177557.859375 Penalty: 2452.251709
	Iteration 0F: 3 clusters Score -177557.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -177934.156250 Penalty: 2452.251709
	Iteration 1F: 3 clusters Score -177934.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -178036.000000 Penalty: 2452.251709
	Iteration 2F: 3 clusters Score -178036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -178095.343750 Penalty: 2452.251709
	Iteration 3Q: 3 clusters Score -178095.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -178125.671875 Penalty: 2452.251709
	Iteration 4Q: 3 clusters Score -178125.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -178144.609375 Penalty: 2452.251709
	Iteration 5Q: 3 clusters Score -178144.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -178155.437500 Penalty: 2452.251709
	Iteration 6Q: 3 clusters Score -178155.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178166.484375 Penalty: 2452.251709
	Iteration 7Q: 3 clusters Score -178166.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -178175.718750 Penalty: 2452.251709
	Iteration 8Q: 3 clusters Score -178175.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -178185.296875 Penalty: 2452.251709
	Iteration 9Q: 3 clusters Score -178185.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -178194.031250 Penalty: 2452.251709
	Iteration 10Q: 3 clusters Score -178194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -178202.328125 Penalty: 2452.251709
	Iteration 11Q: 3 clusters Score -178202.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -178211.046875 Penalty: 2452.251709
	Iteration 12Q: 3 clusters Score -178211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -178218.250000 Penalty: 2452.251709
	Iteration 13Q: 3 clusters Score -178218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -178223.718750 Penalty: 2452.251709
	Iteration 14Q: 3 clusters Score -178223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -178229.093750 Penalty: 2452.251709
	Iteration 15Q: 3 clusters Score -178229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -178235.468750 Penalty: 2452.251709
	Iteration 16Q: 3 clusters Score -178235.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -178242.515625 Penalty: 2452.251709
	Iteration 17Q: 3 clusters Score -178242.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -178248.062500 Penalty: 2452.251709
	Iteration 18Q: 3 clusters Score -178248.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -178251.781250 Penalty: 2452.251709
	Iteration 19Q: 3 clusters Score -178251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178254.890625 Penalty: 2452.251709
	Iteration 20F: 3 clusters Score -178254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -178255.921875 Penalty: 2452.251709
	Iteration 21Q: 3 clusters Score -178255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -178258.109375 Penalty: 2452.251709
	Iteration 22Q: 3 clusters Score -178258.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -178259.875000 Penalty: 2452.251709
	Iteration 23Q: 3 clusters Score -178259.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -178263.296875 Penalty: 2452.251709
	Iteration 24Q: 3 clusters Score -178263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -178266.484375 Penalty: 2452.251709
	Iteration 25Q: 3 clusters Score -178266.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -178268.625000 Penalty: 2452.251709
	Iteration 26Q: 3 clusters Score -178268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -178271.109375 Penalty: 2452.251709
	Iteration 27Q: 3 clusters Score -178271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -178273.437500 Penalty: 2452.251709
	Iteration 28Q: 3 clusters Score -178273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -178276.187500 Penalty: 2452.251709
	Iteration 29Q: 3 clusters Score -178276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -178278.687500 Penalty: 2452.251709
	Iteration 30Q: 3 clusters Score -178278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -178279.484375 Penalty: 2452.251709
	Iteration 31Q: 3 clusters Score -178279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -178280.406250 Penalty: 2452.251709
	Iteration 32Q: 3 clusters Score -178280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -178281.156250 Penalty: 2452.251709
	Iteration 33Q: 3 clusters Score -178281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -178282.359375 Penalty: 2452.251709
	Iteration 34Q: 3 clusters Score -178282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -178283.578125 Penalty: 2452.251709
	Iteration 35Q: 3 clusters Score -178283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -178284.578125 Penalty: 2452.251709
	Iteration 36Q: 3 clusters Score -178284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -178284.531250 Penalty: 2452.251709
	Iteration 37Q: 3 clusters Score -178284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -178284.531250 Penalty: 2452.251709
	Iteration 38F: 3 clusters Score -178284.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Entering Unmasked Estep 
Score: -1993174.375000 Penalty: 1619.473877
	Iteration 0F: 2 clusters Score -1993174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1978630.625000 Penalty: 3238.947754
	Iteration 0F: 3 clusters Score -1978631 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1983972.625000 Penalty: 3238.947754
	Iteration 1F: 3 clusters Score -1983973 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1984614.750000 Penalty: 3238.947754
	Iteration 2F: 3 clusters Score -1984615 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1985543.250000 Penalty: 3238.947754
	Iteration 3F: 3 clusters Score -1985543 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1986865.125000 Penalty: 3238.947754
	Iteration 4F: 3 clusters Score -1986865 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1988507.125000 Penalty: 3238.947754
	Iteration 5F: 3 clusters Score -1988507 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1989979.500000 Penalty: 3238.947754
	Iteration 6F: 3 clusters Score -1989980 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1990880.125000 Penalty: 3238.947754
	Iteration 7F: 3 clusters Score -1990880 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1991222.000000 Penalty: 3238.947754
	Iteration 8Q: 3 clusters Score -1991222 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1991362.375000 Penalty: 3238.947754
	Iteration 9Q: 3 clusters Score -1991362 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1991440.625000 Penalty: 3238.947754
	Iteration 10Q: 3 clusters Score -1991441 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1991503.750000 Penalty: 3238.947754
	Iteration 11Q: 3 clusters Score -1991504 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1991567.125000 Penalty: 3238.947754
	Iteration 12Q: 3 clusters Score -1991567 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1991638.125000 Penalty: 3238.947754
	Iteration 13Q: 3 clusters Score -1991638 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1991688.875000 Penalty: 3238.947754
	Iteration 14Q: 3 clusters Score -1991689 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1991726.625000 Penalty: 3238.947754
	Iteration 15Q: 3 clusters Score -1991727 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1991757.750000 Penalty: 3238.947754
	Iteration 16Q: 3 clusters Score -1991758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1991777.000000 Penalty: 3238.947754
	Iteration 17Q: 3 clusters Score -1991777 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1991802.500000 Penalty: 3238.947754
	Iteration 18Q: 3 clusters Score -1991802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1991831.000000 Penalty: 3238.947754
	Iteration 19Q: 3 clusters Score -1991831 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1991853.375000 Penalty: 3238.947754
	Iteration 20F: 3 clusters Score -1991853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1991885.500000 Penalty: 3238.947754
	Iteration 21Q: 3 clusters Score -1991886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -1991906.875000 Penalty: 3238.947754
	Iteration 22Q: 3 clusters Score -1991907 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1991930.500000 Penalty: 3238.947754
	Iteration 23Q: 3 clusters Score -1991930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1991959.000000 Penalty: 3238.947754
	Iteration 24Q: 3 clusters Score -1991959 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1991970.250000 Penalty: 3238.947754
	Iteration 25Q: 3 clusters Score -1991970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -1991985.375000 Penalty: 3238.947754
	Iteration 26Q: 3 clusters Score -1991985 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1992000.625000 Penalty: 3238.947754
	Iteration 27Q: 3 clusters Score -1992001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1992006.000000 Penalty: 3238.947754
	Iteration 28Q: 3 clusters Score -1992006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -1992016.875000 Penalty: 3238.947754
	Iteration 29Q: 3 clusters Score -1992017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1992018.125000 Penalty: 3238.947754
	Iteration 30Q: 3 clusters Score -1992018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1992026.625000 Penalty: 3238.947754
	Iteration 31Q: 3 clusters Score -1992027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1992037.250000 Penalty: 3238.947754
	Iteration 32Q: 3 clusters Score -1992037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1992044.500000 Penalty: 3238.947754
	Iteration 33Q: 3 clusters Score -1992044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1992057.500000 Penalty: 3238.947754
	Iteration 34Q: 3 clusters Score -1992058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -1992064.625000 Penalty: 3238.947754
	Iteration 35Q: 3 clusters Score -1992065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -1992071.500000 Penalty: 3238.947754
	Iteration 36Q: 3 clusters Score -1992072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1992082.625000 Penalty: 3238.947754
	Iteration 37Q: 3 clusters Score -1992083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1992098.000000 Penalty: 3238.947754
	Iteration 38Q: 3 clusters Score -1992098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1992110.375000 Penalty: 3238.947754
	Iteration 39Q: 3 clusters Score -1992110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1992120.625000 Penalty: 3238.947754
	Iteration 40F: 3 clusters Score -1992121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -1992130.875000 Penalty: 3238.947754
	Iteration 41Q: 3 clusters Score -1992131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1992144.500000 Penalty: 3238.947754
	Iteration 42Q: 3 clusters Score -1992144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1992154.125000 Penalty: 3238.947754
	Iteration 43Q: 3 clusters Score -1992154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -1992161.250000 Penalty: 3238.947754
	Iteration 44Q: 3 clusters Score -1992161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1992174.500000 Penalty: 3238.947754
	Iteration 45Q: 3 clusters Score -1992174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1992175.750000 Penalty: 3238.947754
	Iteration 46Q: 3 clusters Score -1992176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1992180.500000 Penalty: 3238.947754
	Iteration 47Q: 3 clusters Score -1992180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1992187.625000 Penalty: 3238.947754
	Iteration 48Q: 3 clusters Score -1992188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1992201.000000 Penalty: 3238.947754
	Iteration 49Q: 3 clusters Score -1992201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1992202.250000 Penalty: 3238.947754
	Iteration 50Q: 3 clusters Score -1992202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1992210.250000 Penalty: 3238.947754
	Iteration 51Q: 3 clusters Score -1992210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1992213.125000 Penalty: 3238.947754
	Iteration 52Q: 3 clusters Score -1992213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1992215.625000 Penalty: 3238.947754
	Iteration 53Q: 3 clusters Score -1992216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -1992220.625000 Penalty: 3238.947754
	Iteration 54Q: 3 clusters Score -1992221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1992221.250000 Penalty: 3238.947754
	Iteration 55Q: 3 clusters Score -1992221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1992224.500000 Penalty: 3238.947754
	Iteration 56Q: 3 clusters Score -1992224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1992228.375000 Penalty: 3238.947754
	Iteration 57Q: 3 clusters Score -1992228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1992228.625000 Penalty: 3238.947754
	Iteration 58Q: 3 clusters Score -1992229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1992232.000000 Penalty: 3238.947754
	Iteration 59Q: 3 clusters Score -1992232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1992230.625000 Penalty: 3238.947754
	Iteration 60F: 3 clusters Score -1992231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1992232.000000 Penalty: 3238.947754
	Iteration 61Q: 3 clusters Score -1992232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1992233.500000 Penalty: 3238.947754
	Iteration 62Q: 3 clusters Score -1992234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1992235.000000 Penalty: 3238.947754
	Iteration 63Q: 3 clusters Score -1992235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1992235.625000 Penalty: 3238.947754
	Iteration 64Q: 3 clusters Score -1992236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1992235.750000 Penalty: 3238.947754
	Iteration 65Q: 3 clusters Score -1992236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1992237.000000 Penalty: 3238.947754
	Iteration 66Q: 3 clusters Score -1992237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -1992242.000000 Penalty: 3238.947754
	Iteration 67Q: 3 clusters Score -1992242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -1992245.250000 Penalty: 3238.947754
	Iteration 68Q: 3 clusters Score -1992245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -1992249.375000 Penalty: 3238.947754
	Iteration 69Q: 3 clusters Score -1992249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -1992253.500000 Penalty: 3238.947754
	Iteration 70Q: 3 clusters Score -1992254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1992257.375000 Penalty: 3238.947754
	Iteration 71Q: 3 clusters Score -1992257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -1992257.000000 Penalty: 3238.947754
	Iteration 72Q: 3 clusters Score -1992257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1992257.500000 Penalty: 3238.947754
	Iteration 73Q: 3 clusters Score -1992258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -1992255.750000 Penalty: 3238.947754
	Iteration 74Q: 3 clusters Score -1992256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -1992255.625000 Penalty: 3238.947754
	Iteration 75Q: 3 clusters Score -1992256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -1992255.625000 Penalty: 3238.947754
	Iteration 76F: 3 clusters Score -1992256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Entering Unmasked Estep 
Score: -3459565.000000 Penalty: 1709.490601
	Iteration 0F: 2 clusters Score -3459565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3434487.750000 Penalty: 3418.981201
	Iteration 0F: 3 clusters Score -3434488 nChanged 17338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3444149.250000 Penalty: 3418.981201
	Iteration 1F: 3 clusters Score -3444149 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3444739.750000 Penalty: 3418.981201
	Iteration 2Q: 3 clusters Score -3444740 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3445511.250000 Penalty: 3418.981201
	Iteration 3Q: 3 clusters Score -3445511 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3446818.000000 Penalty: 3418.981201
	Iteration 4F: 3 clusters Score -3446818 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3448928.500000 Penalty: 3418.981201
	Iteration 5F: 3 clusters Score -3448928 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3451637.250000 Penalty: 3418.981201
	Iteration 6F: 3 clusters Score -3451637 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -3454249.750000 Penalty: 3418.981201
	Iteration 7F: 3 clusters Score -3454250 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -3456117.500000 Penalty: 3418.981201
	Iteration 8F: 3 clusters Score -3456118 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3457153.750000 Penalty: 3418.981201
	Iteration 9Q: 3 clusters Score -3457154 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -3457622.250000 Penalty: 3418.981201
	Iteration 10Q: 3 clusters Score -3457622 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -3457825.000000 Penalty: 3418.981201
	Iteration 11Q: 3 clusters Score -3457825 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -3457930.750000 Penalty: 3418.981201
	Iteration 12Q: 3 clusters Score -3457931 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -3457988.750000 Penalty: 3418.981201
	Iteration 13Q: 3 clusters Score -3457989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -3458037.000000 Penalty: 3418.981201
	Iteration 14Q: 3 clusters Score -3458037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -3458068.500000 Penalty: 3418.981201
	Iteration 15Q: 3 clusters Score -3458068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -3458096.000000 Penalty: 3418.981201
	Iteration 16Q: 3 clusters Score -3458096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -3458105.000000 Penalty: 3418.981201
	Iteration 17Q: 3 clusters Score -3458105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -3458111.500000 Penalty: 3418.981201
	Iteration 18Q: 3 clusters Score -3458112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -3458114.250000 Penalty: 3418.981201
	Iteration 19Q: 3 clusters Score -3458114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -3458130.250000 Penalty: 3418.981201
	Iteration 20F: 3 clusters Score -3458130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -3458125.750000 Penalty: 3418.981201
	Iteration 21Q: 3 clusters Score -3458126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -3458130.500000 Penalty: 3418.981201
	Iteration 22Q: 3 clusters Score -3458130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -3458135.000000 Penalty: 3418.981201
	Iteration 23Q: 3 clusters Score -3458135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -3458136.250000 Penalty: 3418.981201
	Iteration 24Q: 3 clusters Score -3458136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -3458136.250000 Penalty: 3418.981201
	Iteration 25F: 3 clusters Score -3458136 nChanged 0
--- Evaluating fit on full set of 1807784 points ---
Entering Unmasked Estep 
Score: -164270224.000000 Penalty: 30436.082031
22->14 Clusters: Score -164270224.000000, best is -164286240.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 602594 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 27439 members 
Mstep: Class 3 contains 27125 members 
Mstep: Class 4 contains 27523 members 
Mstep: Class 5 contains 27757 members 
Mstep: Class 6 contains 27501 members 
Mstep: Class 7 contains 27481 members 
Mstep: Class 8 contains 27405 members 
Mstep: Class 9 contains 27373 members 
Mstep: Class 10 contains 27279 members 
Mstep: Class 11 contains 27095 members 
Mstep: Class 12 contains 27523 members 
Mstep: Class 13 contains 27615 members 
Mstep: Class 14 contains 27083 members 
Mstep: Class 15 contains 27226 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 27373 members 
Mstep: Class 19 contains 27362 members 
Mstep: Class 20 contains 27481 members 
Mstep: Class 21 contains 27300 members 
Mstep: Class 22 contains 27250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 870.780334 but Gain 2162.710938
Score: -52451204.000000 Penalty: 45416.960938
Iteration 0F: 22 clusters Score -5.24512e+07 nChanged 569639
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 24950 members 
Mstep: Class 3 contains 32728 members 
Mstep: Class 4 contains 27995 members 
Mstep: Class 5 contains 30810 members 
Mstep: Class 6 contains 39355 members 
Mstep: Class 7 contains 25770 members 
Mstep: Class 8 contains 33667 members 
Mstep: Class 9 contains 22090 members 
Mstep: Class 10 contains 27864 members 
Mstep: Class 12 contains 40914 members 
Mstep: Class 13 contains 26850 members 
Mstep: Class 14 contains 21645 members 
Mstep: Class 15 contains 23728 members 
Mstep: Class 16 contains 28896 members 
Mstep: Class 17 contains 30387 members 
Mstep: Class 18 contains 34911 members 
Mstep: Class 19 contains 24843 members 
Mstep: Class 20 contains 24181 members 
Mstep: Class 21 contains 28458 members 
Mstep: Class 22 contains 26795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53745024.000000 Penalty: 45416.960938
Iteration 1F: 22 clusters Score -5.374502e+07 nChanged 144978
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 21877 members 
Mstep: Class 3 contains 35918 members 
Mstep: Class 4 contains 22273 members 
Mstep: Class 5 contains 31360 members 
Mstep: Class 6 contains 38890 members 
Mstep: Class 7 contains 22768 members 
Mstep: Class 8 contains 38058 members 
Mstep: Class 9 contains 18040 members 
Mstep: Class 10 contains 28156 members 
Mstep: Class 12 contains 51131 members 
Mstep: Class 13 contains 25350 members 
Mstep: Class 14 contains 20652 members 
Mstep: Class 15 contains 19257 members 
Mstep: Class 16 contains 31985 members 
Mstep: Class 17 contains 30098 members 
Mstep: Class 18 contains 38885 members 
Mstep: Class 19 contains 24325 members 
Mstep: Class 20 contains 21995 members 
Mstep: Class 21 contains 29665 members 
Mstep: Class 22 contains 26568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53884048.000000 Penalty: 45416.960938
Iteration 2F: 22 clusters Score -5.388405e+07 nChanged 116341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 22464 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 17769 members 
Mstep: Class 5 contains 29828 members 
Mstep: Class 6 contains 37914 members 
Mstep: Class 7 contains 21334 members 
Mstep: Class 8 contains 42525 members 
Mstep: Class 9 contains 15400 members 
Mstep: Class 10 contains 26926 members 
Mstep: Class 12 contains 60747 members 
Mstep: Class 13 contains 23973 members 
Mstep: Class 14 contains 17286 members 
Mstep: Class 15 contains 17233 members 
Mstep: Class 16 contains 36411 members 
Mstep: Class 17 contains 30421 members 
Mstep: Class 18 contains 40567 members 
Mstep: Class 19 contains 23464 members 
Mstep: Class 20 contains 20573 members 
Mstep: Class 21 contains 31473 members 
Mstep: Class 22 contains 25516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974472.000000 Penalty: 45416.960938
Iteration 3F: 22 clusters Score -5.397447e+07 nChanged 97242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 22329 members 
Mstep: Class 3 contains 34599 members 
Mstep: Class 4 contains 15357 members 
Mstep: Class 5 contains 27100 members 
Mstep: Class 6 contains 36287 members 
Mstep: Class 7 contains 21808 members 
Mstep: Class 8 contains 47910 members 
Mstep: Class 9 contains 13663 members 
Mstep: Class 10 contains 24618 members 
Mstep: Class 12 contains 70755 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 13267 members 
Mstep: Class 15 contains 16374 members 
Mstep: Class 16 contains 40793 members 
Mstep: Class 17 contains 31012 members 
Mstep: Class 18 contains 41295 members 
Mstep: Class 19 contains 22374 members 
Mstep: Class 20 contains 19000 members 
Mstep: Class 21 contains 34216 members 
Mstep: Class 22 contains 23706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54045784.000000 Penalty: 45416.960938
Iteration 4F: 22 clusters Score -5.404578e+07 nChanged 87416
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21291 members 
Mstep: Class 3 contains 31902 members 
Mstep: Class 4 contains 13499 members 
Mstep: Class 5 contains 23689 members 
Mstep: Class 6 contains 33975 members 
Mstep: Class 7 contains 23574 members 
Mstep: Class 8 contains 54928 members 
Mstep: Class 9 contains 12114 members 
Mstep: Class 10 contains 21490 members 
Mstep: Class 12 contains 82071 members 
Mstep: Class 13 contains 21339 members 
Mstep: Class 14 contains 9327 members 
Mstep: Class 15 contains 15753 members 
Mstep: Class 16 contains 45511 members 
Mstep: Class 17 contains 31269 members 
Mstep: Class 18 contains 41664 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 21669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54109652.000000 Penalty: 45416.960938
Iteration 5F: 22 clusters Score -5.410965e+07 nChanged 81377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 19853 members 
Mstep: Class 3 contains 28194 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 19739 members 
Mstep: Class 6 contains 30894 members 
Mstep: Class 7 contains 26196 members 
Mstep: Class 8 contains 63582 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 17609 members 
Mstep: Class 12 contains 94249 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 14967 members 
Mstep: Class 16 contains 50649 members 
Mstep: Class 17 contains 31104 members 
Mstep: Class 18 contains 41736 members 
Mstep: Class 19 contains 18906 members 
Mstep: Class 20 contains 14828 members 
Mstep: Class 21 contains 41872 members 
Mstep: Class 22 contains 19867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54170512.000000 Penalty: 45416.960938
Iteration 6F: 22 clusters Score -5.417051e+07 nChanged 76159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 3 contains 24012 members 
Mstep: Class 4 contains 10285 members 
Mstep: Class 5 contains 15615 members 
Mstep: Class 6 contains 27250 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 73080 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 13625 members 
Mstep: Class 12 contains 106234 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 3813 members 
Mstep: Class 15 contains 13614 members 
Mstep: Class 16 contains 56206 members 
Mstep: Class 17 contains 30622 members 
Mstep: Class 18 contains 41083 members 
Mstep: Class 19 contains 16279 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 46475 members 
Mstep: Class 22 contains 18911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54227112.000000 Penalty: 45416.960938
Iteration 7F: 22 clusters Score -5.422711e+07 nChanged 69998
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 16744 members 
Mstep: Class 3 contains 19983 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 11857 members 
Mstep: Class 6 contains 23330 members 
Mstep: Class 7 contains 33253 members 
Mstep: Class 8 contains 82377 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 10 contains 9976 members 
Mstep: Class 12 contains 117212 members 
Mstep: Class 13 contains 16297 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 61955 members 
Mstep: Class 17 contains 29775 members 
Mstep: Class 18 contains 39182 members 
Mstep: Class 19 contains 13132 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 51362 members 
Mstep: Class 22 contains 19492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1420.677856 but Gain 2162.714844
Score: -54279484.000000 Penalty: 43254.246094
Iteration 8F: 21 clusters Score -5.427948e+07 nChanged 62920
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 15423 members 
Mstep: Class 3 contains 16663 members 
Mstep: Class 4 contains 6860 members 
Mstep: Class 5 contains 8624 members 
Mstep: Class 6 contains 19641 members 
Mstep: Class 7 contains 36861 members 
Mstep: Class 8 contains 90557 members 
Mstep: Class 9 contains 6634 members 
Mstep: Class 10 contains 7069 members 
Mstep: Class 12 contains 126769 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 67890 members 
Mstep: Class 17 contains 28895 members 
Mstep: Class 18 contains 35952 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 8351 members 
Mstep: Class 21 contains 56404 members 
Mstep: Class 22 contains 21262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54324788.000000 Penalty: 43254.246094
Iteration 9F: 21 clusters Score -5.432479e+07 nChanged 52008
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 14382 members 
Mstep: Class 3 contains 13821 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 16459 members 
Mstep: Class 7 contains 39837 members 
Mstep: Class 8 contains 96428 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 12 contains 134113 members 
Mstep: Class 13 contains 13014 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 73141 members 
Mstep: Class 17 contains 28017 members 
Mstep: Class 18 contains 31789 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 60478 members 
Mstep: Class 22 contains 23579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54358716.000000 Penalty: 43254.246094
Iteration 10F: 21 clusters Score -5.435872e+07 nChanged 42945
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 13649 members 
Mstep: Class 3 contains 11624 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 13888 members 
Mstep: Class 7 contains 42170 members 
Mstep: Class 8 contains 100494 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 3300 members 
Mstep: Class 12 contains 140118 members 
Mstep: Class 13 contains 11459 members 
Mstep: Class 15 contains 6181 members 
Mstep: Class 16 contains 77703 members 
Mstep: Class 17 contains 27206 members 
Mstep: Class 18 contains 27409 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 63810 members 
Mstep: Class 22 contains 25959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54383500.000000 Penalty: 43254.246094
Iteration 11F: 21 clusters Score -5.43835e+07 nChanged 35283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 13140 members 
Mstep: Class 3 contains 9922 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 11772 members 
Mstep: Class 7 contains 43913 members 
Mstep: Class 8 contains 103224 members 
Mstep: Class 9 contains 3472 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 12 contains 144754 members 
Mstep: Class 13 contains 10027 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 81448 members 
Mstep: Class 17 contains 26621 members 
Mstep: Class 18 contains 23317 members 
Mstep: Class 19 contains 3754 members 
Mstep: Class 20 contains 4112 members 
Mstep: Class 21 contains 66350 members 
Mstep: Class 22 contains 28248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1582.008667 but Gain 2162.710938
Score: -54403692.000000 Penalty: 41091.535156
Iteration 12F: 20 clusters Score -5.440369e+07 nChanged 30187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 8553 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 44912 members 
Mstep: Class 8 contains 105216 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 12 contains 148642 members 
Mstep: Class 13 contains 8715 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 84623 members 
Mstep: Class 17 contains 26187 members 
Mstep: Class 18 contains 19896 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 68328 members 
Mstep: Class 22 contains 30909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1750.026978 but Gain 2162.714844
Score: -54420044.000000 Penalty: 38928.820312
Iteration 13F: 19 clusters Score -5.442004e+07 nChanged 24925
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 12725 members 
Mstep: Class 3 contains 7444 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 6 contains 8574 members 
Mstep: Class 7 contains 45546 members 
Mstep: Class 8 contains 106464 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 12 contains 152040 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 87337 members 
Mstep: Class 17 contains 25714 members 
Mstep: Class 18 contains 17088 members 
Mstep: Class 19 contains 2207 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 69917 members 
Mstep: Class 22 contains 32510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1376.547974 but Gain 2162.710938
Score: -54433056.000000 Penalty: 36766.109375
Iteration 14Q: 18 clusters Score -5.443306e+07 nChanged 20398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 12622 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 45944 members 
Mstep: Class 8 contains 106865 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 12 contains 154122 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 15 contains 2375 members 
Mstep: Class 16 contains 89643 members 
Mstep: Class 17 contains 25774 members 
Mstep: Class 18 contains 14798 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 71157 members 
Mstep: Class 22 contains 33837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1651.309937 but Gain 2162.710938
Score: -54442744.000000 Penalty: 34603.398438
Iteration 15Q: 17 clusters Score -5.444274e+07 nChanged 17384
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 12527 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 6 contains 6536 members 
Mstep: Class 7 contains 45885 members 
Mstep: Class 8 contains 106907 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 12 contains 155545 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 91584 members 
Mstep: Class 17 contains 25325 members 
Mstep: Class 18 contains 12935 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 72892 members 
Mstep: Class 22 contains 35068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1742.990845 but Gain 2162.712891
Score: -54449600.000000 Penalty: 32440.685547
Iteration 16Q: 16 clusters Score -5.44496e+07 nChanged 15083
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 12467 members 
Mstep: Class 3 contains 5190 members 
Mstep: Class 6 contains 5769 members 
Mstep: Class 7 contains 45671 members 
Mstep: Class 8 contains 106679 members 
Mstep: Class 12 contains 156738 members 
Mstep: Class 13 contains 5093 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 93249 members 
Mstep: Class 17 contains 24851 members 
Mstep: Class 18 contains 11421 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 74566 members 
Mstep: Class 22 contains 36118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1718.368652 but Gain 2162.712891
Score: -54455588.000000 Penalty: 30277.972656
Iteration 17Q: 15 clusters Score -5.445559e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 4679 members 
Mstep: Class 6 contains 5178 members 
Mstep: Class 7 contains 45318 members 
Mstep: Class 8 contains 106153 members 
Mstep: Class 12 contains 157818 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 16 contains 94547 members 
Mstep: Class 17 contains 24594 members 
Mstep: Class 18 contains 10133 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 75910 members 
Mstep: Class 22 contains 37031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1977.115356 but Gain 2162.712891
Score: -54460900.000000 Penalty: 28115.259766
Iteration 18Q: 14 clusters Score -5.44609e+07 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 12337 members 
Mstep: Class 3 contains 4209 members 
Mstep: Class 6 contains 4675 members 
Mstep: Class 7 contains 44631 members 
Mstep: Class 8 contains 105404 members 
Mstep: Class 12 contains 159294 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 16 contains 95750 members 
Mstep: Class 17 contains 24242 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 21 contains 76993 members 
Mstep: Class 22 contains 37793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54465232.000000 Penalty: 28115.259766
Iteration 19Q: 14 clusters Score -5.446523e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 12258 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 43916 members 
Mstep: Class 8 contains 104051 members 
Mstep: Class 12 contains 159833 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 16 contains 96594 members 
Mstep: Class 17 contains 23965 members 
Mstep: Class 18 contains 8128 members 
Mstep: Class 21 contains 77993 members 
Mstep: Class 22 contains 38509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54467644.000000 Penalty: 28115.259766
Iteration 20F: 14 clusters Score -5.446764e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 12172 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 43164 members 
Mstep: Class 8 contains 102584 members 
Mstep: Class 12 contains 160164 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 16 contains 97340 members 
Mstep: Class 17 contains 23832 members 
Mstep: Class 18 contains 7349 members 
Mstep: Class 21 contains 79027 members 
Mstep: Class 22 contains 39118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54469484.000000 Penalty: 28115.259766
Iteration 21Q: 14 clusters Score -5.446948e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 3216 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 7 contains 42378 members 
Mstep: Class 8 contains 100968 members 
Mstep: Class 12 contains 160343 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 16 contains 98015 members 
Mstep: Class 17 contains 23824 members 
Mstep: Class 18 contains 6696 members 
Mstep: Class 21 contains 80150 members 
Mstep: Class 22 contains 39625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54471512.000000 Penalty: 28115.259766
Iteration 22Q: 14 clusters Score -5.447151e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 3009 members 
Mstep: Class 6 contains 3319 members 
Mstep: Class 7 contains 41626 members 
Mstep: Class 8 contains 99195 members 
Mstep: Class 12 contains 160354 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 16 contains 98664 members 
Mstep: Class 17 contains 23860 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 21 contains 81300 members 
Mstep: Class 22 contains 40034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54473132.000000 Penalty: 28115.259766
Iteration 23Q: 14 clusters Score -5.447313e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 11857 members 
Mstep: Class 3 contains 2845 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 40826 members 
Mstep: Class 8 contains 97323 members 
Mstep: Class 12 contains 160337 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 16 contains 99250 members 
Mstep: Class 17 contains 23940 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 21 contains 82561 members 
Mstep: Class 22 contains 40373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54474932.000000 Penalty: 28115.259766
Iteration 24Q: 14 clusters Score -5.447493e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 2687 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 40027 members 
Mstep: Class 8 contains 95411 members 
Mstep: Class 12 contains 160303 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 16 contains 99730 members 
Mstep: Class 17 contains 24131 members 
Mstep: Class 18 contains 5434 members 
Mstep: Class 21 contains 83865 members 
Mstep: Class 22 contains 40691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54476516.000000 Penalty: 28115.259766
Iteration 25Q: 14 clusters Score -5.447652e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 11561 members 
Mstep: Class 3 contains 2567 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 39285 members 
Mstep: Class 8 contains 93357 members 
Mstep: Class 12 contains 160186 members 
Mstep: Class 13 contains 2194 members 
Mstep: Class 16 contains 100192 members 
Mstep: Class 17 contains 24395 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 21 contains 85221 members 
Mstep: Class 22 contains 40960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54477944.000000 Penalty: 28115.259766
Iteration 26Q: 14 clusters Score -5.447794e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 38586 members 
Mstep: Class 8 contains 91220 members 
Mstep: Class 12 contains 160012 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 16 contains 100646 members 
Mstep: Class 17 contains 24674 members 
Mstep: Class 18 contains 4925 members 
Mstep: Class 21 contains 86698 members 
Mstep: Class 22 contains 41213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54479028.000000 Penalty: 28115.259766
Iteration 27Q: 14 clusters Score -5.447903e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 37969 members 
Mstep: Class 8 contains 89095 members 
Mstep: Class 12 contains 159757 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 16 contains 101072 members 
Mstep: Class 17 contains 24934 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 21 contains 88306 members 
Mstep: Class 22 contains 41398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54479992.000000 Penalty: 28115.259766
Iteration 28Q: 14 clusters Score -5.447999e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 11012 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 37395 members 
Mstep: Class 8 contains 87050 members 
Mstep: Class 12 contains 159414 members 
Mstep: Class 13 contains 1842 members 
Mstep: Class 16 contains 101441 members 
Mstep: Class 17 contains 25264 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 21 contains 89943 members 
Mstep: Class 22 contains 41568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54481188.000000 Penalty: 28115.259766
Iteration 29Q: 14 clusters Score -5.448119e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 10789 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 36855 members 
Mstep: Class 8 contains 84835 members 
Mstep: Class 12 contains 159091 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 16 contains 101774 members 
Mstep: Class 17 contains 25584 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 21 contains 91693 members 
Mstep: Class 22 contains 41770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2111.727295 but Gain 2162.710938
Score: -54482164.000000 Penalty: 25952.548828
Iteration 30Q: 13 clusters Score -5.448216e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 10575 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 36388 members 
Mstep: Class 8 contains 82805 members 
Mstep: Class 12 contains 159006 members 
Mstep: Class 16 contains 102152 members 
Mstep: Class 17 contains 26131 members 
Mstep: Class 18 contains 4197 members 
Mstep: Class 21 contains 93938 members 
Mstep: Class 22 contains 41972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54485360.000000 Penalty: 25952.548828
Iteration 31Q: 13 clusters Score -5.448536e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 35798 members 
Mstep: Class 8 contains 80600 members 
Mstep: Class 12 contains 158584 members 
Mstep: Class 16 contains 102371 members 
Mstep: Class 17 contains 26539 members 
Mstep: Class 18 contains 4098 members 
Mstep: Class 21 contains 95854 members 
Mstep: Class 22 contains 42087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54486740.000000 Penalty: 25952.548828
Iteration 32Q: 13 clusters Score -5.448674e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 10054 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 35293 members 
Mstep: Class 8 contains 78381 members 
Mstep: Class 12 contains 158115 members 
Mstep: Class 16 contains 102558 members 
Mstep: Class 17 contains 27018 members 
Mstep: Class 18 contains 4007 members 
Mstep: Class 21 contains 97787 members 
Mstep: Class 22 contains 42213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54488144.000000 Penalty: 25952.548828
Iteration 33Q: 13 clusters Score -5.448814e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 34749 members 
Mstep: Class 8 contains 76147 members 
Mstep: Class 12 contains 157624 members 
Mstep: Class 16 contains 102732 members 
Mstep: Class 17 contains 27512 members 
Mstep: Class 18 contains 3923 members 
Mstep: Class 21 contains 99877 members 
Mstep: Class 22 contains 42341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54489488.000000 Penalty: 25952.548828
Iteration 34Q: 13 clusters Score -5.448949e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 9544 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 34197 members 
Mstep: Class 8 contains 73963 members 
Mstep: Class 12 contains 157102 members 
Mstep: Class 16 contains 102900 members 
Mstep: Class 17 contains 28052 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 21 contains 101947 members 
Mstep: Class 22 contains 42467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54490740.000000 Penalty: 25952.548828
Iteration 35Q: 13 clusters Score -5.449074e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 33647 members 
Mstep: Class 8 contains 71803 members 
Mstep: Class 12 contains 156509 members 
Mstep: Class 16 contains 103044 members 
Mstep: Class 17 contains 28598 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 21 contains 104142 members 
Mstep: Class 22 contains 42591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54491736.000000 Penalty: 25952.548828
Iteration 36Q: 13 clusters Score -5.449174e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 9023 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 33056 members 
Mstep: Class 8 contains 69786 members 
Mstep: Class 12 contains 155867 members 
Mstep: Class 16 contains 103144 members 
Mstep: Class 17 contains 29131 members 
Mstep: Class 18 contains 3686 members 
Mstep: Class 21 contains 106509 members 
Mstep: Class 22 contains 42691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54492764.000000 Penalty: 25952.548828
Iteration 37Q: 13 clusters Score -5.449276e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 8761 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 32550 members 
Mstep: Class 8 contains 67961 members 
Mstep: Class 12 contains 155192 members 
Mstep: Class 16 contains 103202 members 
Mstep: Class 17 contains 29625 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 21 contains 108897 members 
Mstep: Class 22 contains 42777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54493656.000000 Penalty: 25952.548828
Iteration 38Q: 13 clusters Score -5.449366e+07 nChanged 4980
Entering ConstructFrom: 
Score: -54493656.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (46564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Entering Unmasked Estep 
Score: -4346290.500000 Penalty: 1746.644653
	Iteration 0F: 2 clusters Score -4346290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4315245.000000 Penalty: 3493.289307
	Iteration 0F: 3 clusters Score -4315245 nChanged 21673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4327395.000000 Penalty: 3493.289307
	Iteration 1F: 3 clusters Score -4327395 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4327946.000000 Penalty: 3493.289307
	Iteration 2Q: 3 clusters Score -4327946 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -4328592.000000 Penalty: 3493.289307
	Iteration 3Q: 3 clusters Score -4328592 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4329605.000000 Penalty: 3493.289307
	Iteration 4Q: 3 clusters Score -4329605 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4331044.000000 Penalty: 3493.289307
	Iteration 5F: 3 clusters Score -4331044 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -4333082.500000 Penalty: 3493.289307
	Iteration 6F: 3 clusters Score -4333082 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4335847.000000 Penalty: 3493.289307
	Iteration 7F: 3 clusters Score -4335847 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4338890.500000 Penalty: 3493.289307
	Iteration 8F: 3 clusters Score -4338890 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4341228.000000 Penalty: 3493.289307
	Iteration 9F: 3 clusters Score -4341228 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -4342386.500000 Penalty: 3493.289307
	Iteration 10Q: 3 clusters Score -4342386 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -4342926.000000 Penalty: 3493.289307
	Iteration 11Q: 3 clusters Score -4342926 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4343230.000000 Penalty: 3493.289307
	Iteration 12Q: 3 clusters Score -4343230 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -4343454.000000 Penalty: 3493.289307
	Iteration 13Q: 3 clusters Score -4343454 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4343648.000000 Penalty: 3493.289307
	Iteration 14Q: 3 clusters Score -4343648 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -4343778.500000 Penalty: 3493.289307
	Iteration 15Q: 3 clusters Score -4343778 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -4343919.500000 Penalty: 3493.289307
	Iteration 16Q: 3 clusters Score -4343920 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4344047.500000 Penalty: 3493.289307
	Iteration 17Q: 3 clusters Score -4344048 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4344152.500000 Penalty: 3493.289307
	Iteration 18Q: 3 clusters Score -4344152 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4344236.000000 Penalty: 3493.289307
	Iteration 19Q: 3 clusters Score -4344236 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -4344300.500000 Penalty: 3493.289307
	Iteration 20F: 3 clusters Score -4344300 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4344363.500000 Penalty: 3493.289307
	Iteration 21Q: 3 clusters Score -4344364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4344418.000000 Penalty: 3493.289307
	Iteration 22Q: 3 clusters Score -4344418 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4344473.000000 Penalty: 3493.289307
	Iteration 23Q: 3 clusters Score -4344473 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4344522.500000 Penalty: 3493.289307
	Iteration 24Q: 3 clusters Score -4344522 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4344544.500000 Penalty: 3493.289307
	Iteration 25Q: 3 clusters Score -4344544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4344606.000000 Penalty: 3493.289307
	Iteration 26Q: 3 clusters Score -4344606 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4344634.500000 Penalty: 3493.289307
	Iteration 27Q: 3 clusters Score -4344634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4344685.000000 Penalty: 3493.289307
	Iteration 28Q: 3 clusters Score -4344685 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4344720.000000 Penalty: 3493.289307
	Iteration 29Q: 3 clusters Score -4344720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4344742.500000 Penalty: 3493.289307
	Iteration 30Q: 3 clusters Score -4344742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4344759.500000 Penalty: 3493.289307
	Iteration 31Q: 3 clusters Score -4344760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4344773.000000 Penalty: 3493.289307
	Iteration 32Q: 3 clusters Score -4344773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4344780.500000 Penalty: 3493.289307
	Iteration 33Q: 3 clusters Score -4344780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4344785.000000 Penalty: 3493.289307
	Iteration 34Q: 3 clusters Score -4344785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4344792.500000 Penalty: 3493.289307
	Iteration 35Q: 3 clusters Score -4344792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4344800.500000 Penalty: 3493.289307
	Iteration 36Q: 3 clusters Score -4344800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4344796.000000 Penalty: 3493.289307
	Iteration 37Q: 3 clusters Score -4344796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4344798.500000 Penalty: 3493.289307
	Iteration 38Q: 3 clusters Score -4344798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4344805.500000 Penalty: 3493.289307
	Iteration 39Q: 3 clusters Score -4344806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4344831.500000 Penalty: 3493.289307
	Iteration 40F: 3 clusters Score -4344832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4344841.000000 Penalty: 3493.289307
	Iteration 41Q: 3 clusters Score -4344841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4344852.000000 Penalty: 3493.289307
	Iteration 42Q: 3 clusters Score -4344852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4344852.000000 Penalty: 3493.289307
	Iteration 43Q: 3 clusters Score -4344852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4344865.500000 Penalty: 3493.289307
	Iteration 44Q: 3 clusters Score -4344866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4344877.000000 Penalty: 3493.289307
	Iteration 45Q: 3 clusters Score -4344877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4344879.500000 Penalty: 3493.289307
	Iteration 46Q: 3 clusters Score -4344880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4344891.500000 Penalty: 3493.289307
	Iteration 47Q: 3 clusters Score -4344892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4344890.000000 Penalty: 3493.289307
	Iteration 48Q: 3 clusters Score -4344890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4344900.500000 Penalty: 3493.289307
	Iteration 49Q: 3 clusters Score -4344900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4344914.000000 Penalty: 3493.289307
	Iteration 50Q: 3 clusters Score -4344914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4344920.000000 Penalty: 3493.289307
	Iteration 51Q: 3 clusters Score -4344920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4344928.500000 Penalty: 3493.289307
	Iteration 52Q: 3 clusters Score -4344928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4344946.000000 Penalty: 3493.289307
	Iteration 53Q: 3 clusters Score -4344946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4344959.000000 Penalty: 3493.289307
	Iteration 54Q: 3 clusters Score -4344959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4344962.000000 Penalty: 3493.289307
	Iteration 55Q: 3 clusters Score -4344962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4344974.500000 Penalty: 3493.289307
	Iteration 56Q: 3 clusters Score -4344974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4344985.000000 Penalty: 3493.289307
	Iteration 57Q: 3 clusters Score -4344985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4344981.500000 Penalty: 3493.289307
	Iteration 58Q: 3 clusters Score -4344982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4344991.500000 Penalty: 3493.289307
	Iteration 59Q: 3 clusters Score -4344992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4344990.500000 Penalty: 3493.289307
	Iteration 60F: 3 clusters Score -4344990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4344995.500000 Penalty: 3493.289307
	Iteration 61Q: 3 clusters Score -4344996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4345001.000000 Penalty: 3493.289307
	Iteration 62Q: 3 clusters Score -4345001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4345004.000000 Penalty: 3493.289307
	Iteration 63Q: 3 clusters Score -4345004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4345002.000000 Penalty: 3493.289307
	Iteration 64Q: 3 clusters Score -4345002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4345012.500000 Penalty: 3493.289307
	Iteration 65Q: 3 clusters Score -4345012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4345015.000000 Penalty: 3493.289307
	Iteration 66Q: 3 clusters Score -4345015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4345022.000000 Penalty: 3493.289307
	Iteration 67Q: 3 clusters Score -4345022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4345026.500000 Penalty: 3493.289307
	Iteration 68Q: 3 clusters Score -4345026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4345024.500000 Penalty: 3493.289307
	Iteration 69Q: 3 clusters Score -4345024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4345035.000000 Penalty: 3493.289307
	Iteration 70Q: 3 clusters Score -4345035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4345033.000000 Penalty: 3493.289307
	Iteration 71Q: 3 clusters Score -4345033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4345026.000000 Penalty: 3493.289307
	Iteration 72Q: 3 clusters Score -4345026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4345037.500000 Penalty: 3493.289307
	Iteration 73Q: 3 clusters Score -4345038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4345047.000000 Penalty: 3493.289307
	Iteration 74Q: 3 clusters Score -4345047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4345048.000000 Penalty: 3493.289307
	Iteration 75Q: 3 clusters Score -4345048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4345047.500000 Penalty: 3493.289307
	Iteration 76Q: 3 clusters Score -4345048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4345049.000000 Penalty: 3493.289307
	Iteration 77Q: 3 clusters Score -4345049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4345054.500000 Penalty: 3493.289307
	Iteration 78Q: 3 clusters Score -4345054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4345056.000000 Penalty: 3493.289307
	Iteration 79Q: 3 clusters Score -4345056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4345054.500000 Penalty: 3493.289307
	Iteration 80F: 3 clusters Score -4345054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4345053.000000 Penalty: 3493.289307
	Iteration 81Q: 3 clusters Score -4345053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4345052.000000 Penalty: 3493.289307
	Iteration 82Q: 3 clusters Score -4345052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4345058.500000 Penalty: 3493.289307
	Iteration 83Q: 3 clusters Score -4345058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4345055.000000 Penalty: 3493.289307
	Iteration 84Q: 3 clusters Score -4345055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4345055.500000 Penalty: 3493.289307
	Iteration 85Q: 3 clusters Score -4345056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4345055.000000 Penalty: 3493.289307
	Iteration 86Q: 3 clusters Score -4345055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4345057.500000 Penalty: 3493.289307
	Iteration 87Q: 3 clusters Score -4345058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4345057.500000 Penalty: 3493.289307
	Iteration 88Q: 3 clusters Score -4345058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4345057.500000 Penalty: 3493.289307
	Iteration 89F: 3 clusters Score -4345058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Entering Unmasked Estep 
Score: -731166.812500 Penalty: 1470.347534
	Iteration 0F: 2 clusters Score -731166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -725019.687500 Penalty: 2940.695068
	Iteration 0F: 3 clusters Score -725019.7 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -727102.750000 Penalty: 2940.695068
	Iteration 1F: 3 clusters Score -727102.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -727724.312500 Penalty: 2940.695068
	Iteration 2F: 3 clusters Score -727724.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -728656.312500 Penalty: 2940.695068
	Iteration 3F: 3 clusters Score -728656.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -730020.937500 Penalty: 2940.695068
	Iteration 4F: 3 clusters Score -730020.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -731124.625000 Penalty: 2940.695068
	Iteration 5F: 3 clusters Score -731124.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -731572.375000 Penalty: 2940.695068
	Iteration 6F: 3 clusters Score -731572.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -731701.687500 Penalty: 2940.695068
	Iteration 7Q: 3 clusters Score -731701.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -731738.812500 Penalty: 2940.695068
	Iteration 8Q: 3 clusters Score -731738.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -731759.375000 Penalty: 2940.695068
	Iteration 9Q: 3 clusters Score -731759.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -731767.500000 Penalty: 2940.695068
	Iteration 10Q: 3 clusters Score -731767.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -731776.125000 Penalty: 2940.695068
	Iteration 11Q: 3 clusters Score -731776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -731776.125000 Penalty: 2940.695068
	Iteration 12Q: 3 clusters Score -731776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -731778.187500 Penalty: 2940.695068
	Iteration 13Q: 3 clusters Score -731778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -731778.187500 Penalty: 2940.695068
	Iteration 14F: 3 clusters Score -731778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 32070 members 
Mstep: Class 8 contains 66345 members 
Mstep: Class 12 contains 154466 members 
Mstep: Class 16 contains 103231 members 
Mstep: Class 17 contains 30105 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 21 contains 111273 members 
Mstep: Class 22 contains 42834 members 
Entering Unmasked Estep 
Score: -54494000.000000 Penalty: 28115.259766
Splitting cluster 2 changes total score from -54493656.000000 to -54494000.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -181312.375000 Penalty: 1225.264771
	Iteration 0F: 2 clusters Score -181312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179299.765625 Penalty: 2450.529541
	Iteration 0F: 3 clusters Score -179299.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179722.890625 Penalty: 2450.529541
	Iteration 1F: 3 clusters Score -179722.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -179813.046875 Penalty: 2450.529541
	Iteration 2F: 3 clusters Score -179813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -179852.531250 Penalty: 2450.529541
	Iteration 3Q: 3 clusters Score -179852.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -179870.968750 Penalty: 2450.529541
	Iteration 4Q: 3 clusters Score -179871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -179885.000000 Penalty: 2450.529541
	Iteration 5Q: 3 clusters Score -179885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -179899.437500 Penalty: 2450.529541
	Iteration 6Q: 3 clusters Score -179899.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -179912.953125 Penalty: 2450.529541
	Iteration 7Q: 3 clusters Score -179913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -179920.718750 Penalty: 2450.529541
	Iteration 8Q: 3 clusters Score -179920.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -179925.671875 Penalty: 2450.529541
	Iteration 9Q: 3 clusters Score -179925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -179934.625000 Penalty: 2450.529541
	Iteration 10Q: 3 clusters Score -179934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -179939.796875 Penalty: 2450.529541
	Iteration 11Q: 3 clusters Score -179939.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179946.656250 Penalty: 2450.529541
	Iteration 12Q: 3 clusters Score -179946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -179950.968750 Penalty: 2450.529541
	Iteration 13Q: 3 clusters Score -179951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -179954.500000 Penalty: 2450.529541
	Iteration 14Q: 3 clusters Score -179954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -179955.796875 Penalty: 2450.529541
	Iteration 15Q: 3 clusters Score -179955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -179957.484375 Penalty: 2450.529541
	Iteration 16Q: 3 clusters Score -179957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -179958.515625 Penalty: 2450.529541
	Iteration 17Q: 3 clusters Score -179958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -179958.968750 Penalty: 2450.529541
	Iteration 18Q: 3 clusters Score -179959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -179959.703125 Penalty: 2450.529541
	Iteration 19Q: 3 clusters Score -179959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -179960.703125 Penalty: 2450.529541
	Iteration 20F: 3 clusters Score -179960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -179960.937500 Penalty: 2450.529541
	Iteration 21Q: 3 clusters Score -179960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -179961.437500 Penalty: 2450.529541
	Iteration 22Q: 3 clusters Score -179961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -179961.437500 Penalty: 2450.529541
	Iteration 23F: 3 clusters Score -179961.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -175688.109375 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -175688.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -173675.625000 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -173675.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174069.515625 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -174069.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -174143.890625 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -174143.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174197.437500 Penalty: 2440.711914
	Iteration 3Q: 3 clusters Score -174197.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -174238.453125 Penalty: 2440.711914
	Iteration 4Q: 3 clusters Score -174238.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -174267.156250 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -174267.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -174296.828125 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -174296.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -174318.859375 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -174318.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -174329.593750 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -174329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -174337.000000 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -174337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174342.109375 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -174342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -174348.046875 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -174348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -174355.500000 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -174355.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -174360.359375 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -174360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -174362.828125 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -174362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174364.859375 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -174364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174367.046875 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -174367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174368.968750 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -174369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174370.984375 Penalty: 2440.711914
	Iteration 18Q: 3 clusters Score -174371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -174372.875000 Penalty: 2440.711914
	Iteration 19Q: 3 clusters Score -174372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -174375.640625 Penalty: 2440.711914
	Iteration 20F: 3 clusters Score -174375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -174378.859375 Penalty: 2440.711914
	Iteration 21Q: 3 clusters Score -174378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -174382.703125 Penalty: 2440.711914
	Iteration 22Q: 3 clusters Score -174382.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -174387.984375 Penalty: 2440.711914
	Iteration 23Q: 3 clusters Score -174388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -174390.390625 Penalty: 2440.711914
	Iteration 24Q: 3 clusters Score -174390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -174391.156250 Penalty: 2440.711914
	Iteration 25Q: 3 clusters Score -174391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -174391.656250 Penalty: 2440.711914
	Iteration 26Q: 3 clusters Score -174391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -174391.656250 Penalty: 2440.711914
	Iteration 27F: 3 clusters Score -174391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Entering Unmasked Estep 
Score: -2896292.500000 Penalty: 1686.047363
	Iteration 0F: 2 clusters Score -2896292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2874649.500000 Penalty: 3372.094727
	Iteration 0F: 3 clusters Score -2874650 nChanged 14900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2882991.750000 Penalty: 3372.094727
	Iteration 1F: 3 clusters Score -2882992 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2883378.250000 Penalty: 3372.094727
	Iteration 2Q: 3 clusters Score -2883378 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2883814.500000 Penalty: 3372.094727
	Iteration 3Q: 3 clusters Score -2883814 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2884356.750000 Penalty: 3372.094727
	Iteration 4Q: 3 clusters Score -2884357 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2885108.750000 Penalty: 3372.094727
	Iteration 5Q: 3 clusters Score -2885109 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2886180.000000 Penalty: 3372.094727
	Iteration 6F: 3 clusters Score -2886180 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2887670.500000 Penalty: 3372.094727
	Iteration 7F: 3 clusters Score -2887670 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2889184.250000 Penalty: 3372.094727
	Iteration 8F: 3 clusters Score -2889184 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2890560.250000 Penalty: 3372.094727
	Iteration 9F: 3 clusters Score -2890560 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2891774.750000 Penalty: 3372.094727
	Iteration 10Q: 3 clusters Score -2891775 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2892863.500000 Penalty: 3372.094727
	Iteration 11Q: 3 clusters Score -2892864 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2893692.250000 Penalty: 3372.094727
	Iteration 12Q: 3 clusters Score -2893692 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2894142.500000 Penalty: 3372.094727
	Iteration 13Q: 3 clusters Score -2894142 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2894345.750000 Penalty: 3372.094727
	Iteration 14Q: 3 clusters Score -2894346 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2894460.000000 Penalty: 3372.094727
	Iteration 15Q: 3 clusters Score -2894460 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2894525.000000 Penalty: 3372.094727
	Iteration 16Q: 3 clusters Score -2894525 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2894573.250000 Penalty: 3372.094727
	Iteration 17Q: 3 clusters Score -2894573 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2894619.500000 Penalty: 3372.094727
	Iteration 18Q: 3 clusters Score -2894620 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2894659.500000 Penalty: 3372.094727
	Iteration 19Q: 3 clusters Score -2894660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2894686.750000 Penalty: 3372.094727
	Iteration 20F: 3 clusters Score -2894687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2894692.250000 Penalty: 3372.094727
	Iteration 21Q: 3 clusters Score -2894692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2894701.250000 Penalty: 3372.094727
	Iteration 22Q: 3 clusters Score -2894701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2894706.250000 Penalty: 3372.094727
	Iteration 23Q: 3 clusters Score -2894706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2894708.250000 Penalty: 3372.094727
	Iteration 24Q: 3 clusters Score -2894708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2894707.750000 Penalty: 3372.094727
	Iteration 25Q: 3 clusters Score -2894708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2894708.000000 Penalty: 3372.094727
	Iteration 26Q: 3 clusters Score -2894708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2894709.250000 Penalty: 3372.094727
	Iteration 27Q: 3 clusters Score -2894709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2894710.250000 Penalty: 3372.094727
	Iteration 28Q: 3 clusters Score -2894710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2894711.750000 Penalty: 3372.094727
	Iteration 29Q: 3 clusters Score -2894712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2894711.250000 Penalty: 3372.094727
	Iteration 30Q: 3 clusters Score -2894711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2894709.750000 Penalty: 3372.094727
	Iteration 31Q: 3 clusters Score -2894710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2894713.250000 Penalty: 3372.094727
	Iteration 32Q: 3 clusters Score -2894713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2894717.000000 Penalty: 3372.094727
	Iteration 33Q: 3 clusters Score -2894717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2894715.750000 Penalty: 3372.094727
	Iteration 34Q: 3 clusters Score -2894716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2894715.000000 Penalty: 3372.094727
	Iteration 35Q: 3 clusters Score -2894715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2894713.750000 Penalty: 3372.094727
	Iteration 36Q: 3 clusters Score -2894714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2894713.750000 Penalty: 3372.094727
	Iteration 37F: 3 clusters Score -2894714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Entering Unmasked Estep 
Score: -6169802.000000 Penalty: 1804.176392
	Iteration 0F: 2 clusters Score -6169802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -6125586.500000 Penalty: 3608.352783
	Iteration 0F: 3 clusters Score -6125586 nChanged 31413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -6143699.000000 Penalty: 3608.352783
	Iteration 1F: 3 clusters Score -6143699 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -6144554.000000 Penalty: 3608.352783
	Iteration 2Q: 3 clusters Score -6144554 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6145639.500000 Penalty: 3608.352783
	Iteration 3Q: 3 clusters Score -6145640 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6147236.000000 Penalty: 3608.352783
	Iteration 4Q: 3 clusters Score -6147236 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -6149657.000000 Penalty: 3608.352783
	Iteration 5F: 3 clusters Score -6149657 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -6152875.000000 Penalty: 3608.352783
	Iteration 6F: 3 clusters Score -6152875 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -6156477.500000 Penalty: 3608.352783
	Iteration 7F: 3 clusters Score -6156478 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -6158955.500000 Penalty: 3608.352783
	Iteration 8F: 3 clusters Score -6158956 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -6160017.500000 Penalty: 3608.352783
	Iteration 9Q: 3 clusters Score -6160018 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -6160529.000000 Penalty: 3608.352783
	Iteration 10Q: 3 clusters Score -6160529 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -6160915.500000 Penalty: 3608.352783
	Iteration 11Q: 3 clusters Score -6160916 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -6161307.000000 Penalty: 3608.352783
	Iteration 12Q: 3 clusters Score -6161307 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -6161670.000000 Penalty: 3608.352783
	Iteration 13Q: 3 clusters Score -6161670 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -6162130.500000 Penalty: 3608.352783
	Iteration 14Q: 3 clusters Score -6162130 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -6162514.500000 Penalty: 3608.352783
	Iteration 15Q: 3 clusters Score -6162514 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6162994.500000 Penalty: 3608.352783
	Iteration 16Q: 3 clusters Score -6162994 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -6163434.500000 Penalty: 3608.352783
	Iteration 17Q: 3 clusters Score -6163434 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -6163860.000000 Penalty: 3608.352783
	Iteration 18Q: 3 clusters Score -6163860 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6164296.500000 Penalty: 3608.352783
	Iteration 19Q: 3 clusters Score -6164296 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -6164749.500000 Penalty: 3608.352783
	Iteration 20F: 3 clusters Score -6164750 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -6165108.500000 Penalty: 3608.352783
	Iteration 21Q: 3 clusters Score -6165108 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -6165420.500000 Penalty: 3608.352783
	Iteration 22Q: 3 clusters Score -6165420 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -6165672.500000 Penalty: 3608.352783
	Iteration 23Q: 3 clusters Score -6165672 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -6165916.000000 Penalty: 3608.352783
	Iteration 24Q: 3 clusters Score -6165916 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -6166140.500000 Penalty: 3608.352783
	Iteration 25Q: 3 clusters Score -6166140 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -6166363.500000 Penalty: 3608.352783
	Iteration 26Q: 3 clusters Score -6166364 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -6166562.500000 Penalty: 3608.352783
	Iteration 27Q: 3 clusters Score -6166562 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -6166725.500000 Penalty: 3608.352783
	Iteration 28Q: 3 clusters Score -6166726 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6166910.500000 Penalty: 3608.352783
	Iteration 29Q: 3 clusters Score -6166910 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6167089.500000 Penalty: 3608.352783
	Iteration 30Q: 3 clusters Score -6167090 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6167254.000000 Penalty: 3608.352783
	Iteration 31Q: 3 clusters Score -6167254 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6167380.500000 Penalty: 3608.352783
	Iteration 32Q: 3 clusters Score -6167380 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6167526.500000 Penalty: 3608.352783
	Iteration 33Q: 3 clusters Score -6167526 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -6167625.000000 Penalty: 3608.352783
	Iteration 34Q: 3 clusters Score -6167625 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6167731.500000 Penalty: 3608.352783
	Iteration 35Q: 3 clusters Score -6167732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6167839.000000 Penalty: 3608.352783
	Iteration 36Q: 3 clusters Score -6167839 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6167914.000000 Penalty: 3608.352783
	Iteration 37Q: 3 clusters Score -6167914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6167932.500000 Penalty: 3608.352783
	Iteration 38Q: 3 clusters Score -6167932 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6168004.500000 Penalty: 3608.352783
	Iteration 39Q: 3 clusters Score -6168004 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6168051.000000 Penalty: 3608.352783
	Iteration 40F: 3 clusters Score -6168051 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6168111.000000 Penalty: 3608.352783
	Iteration 41Q: 3 clusters Score -6168111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6168137.000000 Penalty: 3608.352783
	Iteration 42Q: 3 clusters Score -6168137 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6168170.500000 Penalty: 3608.352783
	Iteration 43Q: 3 clusters Score -6168170 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6168202.500000 Penalty: 3608.352783
	Iteration 44Q: 3 clusters Score -6168202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6168225.000000 Penalty: 3608.352783
	Iteration 45Q: 3 clusters Score -6168225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6168240.500000 Penalty: 3608.352783
	Iteration 46Q: 3 clusters Score -6168240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6168251.500000 Penalty: 3608.352783
	Iteration 47Q: 3 clusters Score -6168252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6168269.000000 Penalty: 3608.352783
	Iteration 48Q: 3 clusters Score -6168269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6168301.000000 Penalty: 3608.352783
	Iteration 49Q: 3 clusters Score -6168301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6168315.000000 Penalty: 3608.352783
	Iteration 50Q: 3 clusters Score -6168315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6168323.500000 Penalty: 3608.352783
	Iteration 51Q: 3 clusters Score -6168324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6168335.000000 Penalty: 3608.352783
	Iteration 52Q: 3 clusters Score -6168335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6168334.000000 Penalty: 3608.352783
	Iteration 53Q: 3 clusters Score -6168334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6168352.000000 Penalty: 3608.352783
	Iteration 54Q: 3 clusters Score -6168352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6168361.000000 Penalty: 3608.352783
	Iteration 55Q: 3 clusters Score -6168361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6168370.500000 Penalty: 3608.352783
	Iteration 56Q: 3 clusters Score -6168370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6168372.000000 Penalty: 3608.352783
	Iteration 57Q: 3 clusters Score -6168372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6168362.500000 Penalty: 3608.352783
	Iteration 58Q: 3 clusters Score -6168362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6168370.500000 Penalty: 3608.352783
	Iteration 59Q: 3 clusters Score -6168370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6168378.000000 Penalty: 3608.352783
	Iteration 60F: 3 clusters Score -6168378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6168383.000000 Penalty: 3608.352783
	Iteration 61Q: 3 clusters Score -6168383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6168376.000000 Penalty: 3608.352783
	Iteration 62Q: 3 clusters Score -6168376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6168368.500000 Penalty: 3608.352783
	Iteration 63Q: 3 clusters Score -6168368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6168367.500000 Penalty: 3608.352783
	Iteration 64Q: 3 clusters Score -6168368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6168367.000000 Penalty: 3608.352783
	Iteration 65Q: 3 clusters Score -6168367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6168365.000000 Penalty: 3608.352783
	Iteration 66Q: 3 clusters Score -6168365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6168369.500000 Penalty: 3608.352783
	Iteration 67Q: 3 clusters Score -6168370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6168372.500000 Penalty: 3608.352783
	Iteration 68Q: 3 clusters Score -6168372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6168374.000000 Penalty: 3608.352783
	Iteration 69Q: 3 clusters Score -6168374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6168372.500000 Penalty: 3608.352783
	Iteration 70Q: 3 clusters Score -6168372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6168374.500000 Penalty: 3608.352783
	Iteration 71Q: 3 clusters Score -6168374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6168374.500000 Penalty: 3608.352783
	Iteration 72F: 3 clusters Score -6168374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (154466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Entering Unmasked Estep 
Score: -14235122.000000 Penalty: 1941.505981
	Iteration 0F: 2 clusters Score -1.423512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -14131453.000000 Penalty: 3883.011963
	Iteration 0F: 3 clusters Score -1.413145e+07 nChanged 74252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -14175797.000000 Penalty: 3883.011963
	Iteration 1F: 3 clusters Score -1.41758e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -14177155.000000 Penalty: 3883.011963
	Iteration 2Q: 3 clusters Score -1.417716e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -14179044.000000 Penalty: 3883.011963
	Iteration 3Q: 3 clusters Score -1.417904e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -14181998.000000 Penalty: 3883.011963
	Iteration 4Q: 3 clusters Score -1.4182e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -14186401.000000 Penalty: 3883.011963
	Iteration 5Q: 3 clusters Score -1.41864e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -14192825.000000 Penalty: 3883.011963
	Iteration 6F: 3 clusters Score -1.419282e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -14200762.000000 Penalty: 3883.011963
	Iteration 7F: 3 clusters Score -1.420076e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119683 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -14208406.000000 Penalty: 3883.011963
	Iteration 8F: 3 clusters Score -1.420841e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126943 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -14215023.000000 Penalty: 3883.011963
	Iteration 9F: 3 clusters Score -1.421502e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132984 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -14219923.000000 Penalty: 3883.011963
	Iteration 10Q: 3 clusters Score -1.421992e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137872 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -14223464.000000 Penalty: 3883.011963
	Iteration 11Q: 3 clusters Score -1.422346e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141902 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -14226262.000000 Penalty: 3883.011963
	Iteration 12Q: 3 clusters Score -1.422626e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145151 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -14228325.000000 Penalty: 3883.011963
	Iteration 13Q: 3 clusters Score -1.422832e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147663 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -14229884.000000 Penalty: 3883.011963
	Iteration 14Q: 3 clusters Score -1.422988e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -14231008.000000 Penalty: 3883.011963
	Iteration 15Q: 3 clusters Score -1.423101e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150922 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -14231841.000000 Penalty: 3883.011963
	Iteration 16Q: 3 clusters Score -1.423184e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -14232313.000000 Penalty: 3883.011963
	Iteration 17Q: 3 clusters Score -1.423231e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152422 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -14232605.000000 Penalty: 3883.011963
	Iteration 18Q: 3 clusters Score -1.42326e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152830 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -14232873.000000 Penalty: 3883.011963
	Iteration 19Q: 3 clusters Score -1.423287e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14233000.000000 Penalty: 3883.011963
	Iteration 20F: 3 clusters Score -1.4233e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153303 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14233088.000000 Penalty: 3883.011963
	Iteration 21Q: 3 clusters Score -1.423309e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -14233133.000000 Penalty: 3883.011963
	Iteration 22Q: 3 clusters Score -1.423313e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -14233186.000000 Penalty: 3883.011963
	Iteration 23Q: 3 clusters Score -1.423319e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14233238.000000 Penalty: 3883.011963
	Iteration 24Q: 3 clusters Score -1.423324e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -14233270.000000 Penalty: 3883.011963
	Iteration 25Q: 3 clusters Score -1.423327e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14233320.000000 Penalty: 3883.011963
	Iteration 26Q: 3 clusters Score -1.423332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153747 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14233353.000000 Penalty: 3883.011963
	Iteration 27Q: 3 clusters Score -1.423335e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14233384.000000 Penalty: 3883.011963
	Iteration 28Q: 3 clusters Score -1.423338e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14233394.000000 Penalty: 3883.011963
	Iteration 29Q: 3 clusters Score -1.423339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153814 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14233413.000000 Penalty: 3883.011963
	Iteration 30Q: 3 clusters Score -1.423341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14233423.000000 Penalty: 3883.011963
	Iteration 31Q: 3 clusters Score -1.423342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14233439.000000 Penalty: 3883.011963
	Iteration 32Q: 3 clusters Score -1.423344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14233450.000000 Penalty: 3883.011963
	Iteration 33Q: 3 clusters Score -1.423345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153852 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -14233449.000000 Penalty: 3883.011963
	Iteration 34Q: 3 clusters Score -1.423345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14233463.000000 Penalty: 3883.011963
	Iteration 35Q: 3 clusters Score -1.423346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153865 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14233452.000000 Penalty: 3883.011963
	Iteration 36Q: 3 clusters Score -1.423345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14233459.000000 Penalty: 3883.011963
	Iteration 37Q: 3 clusters Score -1.423346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14233468.000000 Penalty: 3883.011963
	Iteration 38Q: 3 clusters Score -1.423347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14233482.000000 Penalty: 3883.011963
	Iteration 39Q: 3 clusters Score -1.423348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14233483.000000 Penalty: 3883.011963
	Iteration 40F: 3 clusters Score -1.423348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14233490.000000 Penalty: 3883.011963
	Iteration 41Q: 3 clusters Score -1.423349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153896 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14233492.000000 Penalty: 3883.011963
	Iteration 42Q: 3 clusters Score -1.423349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14233493.000000 Penalty: 3883.011963
	Iteration 43Q: 3 clusters Score -1.423349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153898 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14233492.000000 Penalty: 3883.011963
	Iteration 44Q: 3 clusters Score -1.423349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14233496.000000 Penalty: 3883.011963
	Iteration 45Q: 3 clusters Score -1.42335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153900 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14233491.000000 Penalty: 3883.011963
	Iteration 46Q: 3 clusters Score -1.423349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -14233493.000000 Penalty: 3883.011963
	Iteration 47Q: 3 clusters Score -1.423349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14233505.000000 Penalty: 3883.011963
	Iteration 48Q: 3 clusters Score -1.42335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14233508.000000 Penalty: 3883.011963
	Iteration 49Q: 3 clusters Score -1.423351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14233510.000000 Penalty: 3883.011963
	Iteration 50Q: 3 clusters Score -1.423351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153914 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -14233506.000000 Penalty: 3883.011963
	Iteration 51Q: 3 clusters Score -1.423351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14233506.000000 Penalty: 3883.011963
	Iteration 52Q: 3 clusters Score -1.423351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14233507.000000 Penalty: 3883.011963
	Iteration 53Q: 3 clusters Score -1.423351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153921 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -14233507.000000 Penalty: 3883.011963
	Iteration 54Q: 3 clusters Score -1.423351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153924 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14233513.000000 Penalty: 3883.011963
	Iteration 55Q: 3 clusters Score -1.423351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153925 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -14233519.000000 Penalty: 3883.011963
	Iteration 56Q: 3 clusters Score -1.423352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14233525.000000 Penalty: 3883.011963
	Iteration 57Q: 3 clusters Score -1.423352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -14233526.000000 Penalty: 3883.011963
	Iteration 58Q: 3 clusters Score -1.423353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153931 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14233516.000000 Penalty: 3883.011963
	Iteration 59Q: 3 clusters Score -1.423352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -14233522.000000 Penalty: 3883.011963
	Iteration 60F: 3 clusters Score -1.423352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (103231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Entering Unmasked Estep 
Score: -9516408.000000 Penalty: 1876.017700
	Iteration 0F: 2 clusters Score -9516408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -9447483.000000 Penalty: 3752.035400
	Iteration 0F: 3 clusters Score -9447483 nChanged 49393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -9476086.000000 Penalty: 3752.035400
	Iteration 1F: 3 clusters Score -9476086 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -9477269.000000 Penalty: 3752.035400
	Iteration 2Q: 3 clusters Score -9477269 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -9478627.000000 Penalty: 3752.035400
	Iteration 3Q: 3 clusters Score -9478627 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -9480250.000000 Penalty: 3752.035400
	Iteration 4Q: 3 clusters Score -9480250 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -9482191.000000 Penalty: 3752.035400
	Iteration 5Q: 3 clusters Score -9482191 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -9484404.000000 Penalty: 3752.035400
	Iteration 6Q: 3 clusters Score -9484404 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -9487185.000000 Penalty: 3752.035400
	Iteration 7Q: 3 clusters Score -9487185 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -9491066.000000 Penalty: 3752.035400
	Iteration 8F: 3 clusters Score -9491066 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -9495723.000000 Penalty: 3752.035400
	Iteration 9F: 3 clusters Score -9495723 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -9500473.000000 Penalty: 3752.035400
	Iteration 10F: 3 clusters Score -9500473 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -9503713.000000 Penalty: 3752.035400
	Iteration 11Q: 3 clusters Score -9503713 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -9505471.000000 Penalty: 3752.035400
	Iteration 12Q: 3 clusters Score -9505471 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -9506410.000000 Penalty: 3752.035400
	Iteration 13Q: 3 clusters Score -9506410 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -9506904.000000 Penalty: 3752.035400
	Iteration 14Q: 3 clusters Score -9506904 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -9507187.000000 Penalty: 3752.035400
	Iteration 15Q: 3 clusters Score -9507187 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -9507321.000000 Penalty: 3752.035400
	Iteration 16Q: 3 clusters Score -9507321 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -9507472.000000 Penalty: 3752.035400
	Iteration 17Q: 3 clusters Score -9507472 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -9507617.000000 Penalty: 3752.035400
	Iteration 18Q: 3 clusters Score -9507617 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -9507743.000000 Penalty: 3752.035400
	Iteration 19Q: 3 clusters Score -9507743 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -9507877.000000 Penalty: 3752.035400
	Iteration 20F: 3 clusters Score -9507877 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -9507977.000000 Penalty: 3752.035400
	Iteration 21Q: 3 clusters Score -9507977 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -9508144.000000 Penalty: 3752.035400
	Iteration 22Q: 3 clusters Score -9508144 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -9508285.000000 Penalty: 3752.035400
	Iteration 23Q: 3 clusters Score -9508285 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -9508445.000000 Penalty: 3752.035400
	Iteration 24Q: 3 clusters Score -9508445 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -9508606.000000 Penalty: 3752.035400
	Iteration 25Q: 3 clusters Score -9508606 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -9508775.000000 Penalty: 3752.035400
	Iteration 26Q: 3 clusters Score -9508775 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -9509041.000000 Penalty: 3752.035400
	Iteration 27Q: 3 clusters Score -9509041 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -9509299.000000 Penalty: 3752.035400
	Iteration 28Q: 3 clusters Score -9509299 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -9509606.000000 Penalty: 3752.035400
	Iteration 29Q: 3 clusters Score -9509606 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -9509902.000000 Penalty: 3752.035400
	Iteration 30Q: 3 clusters Score -9509902 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -9510232.000000 Penalty: 3752.035400
	Iteration 31Q: 3 clusters Score -9510232 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -9510561.000000 Penalty: 3752.035400
	Iteration 32Q: 3 clusters Score -9510561 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -9510931.000000 Penalty: 3752.035400
	Iteration 33Q: 3 clusters Score -9510931 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -9511295.000000 Penalty: 3752.035400
	Iteration 34Q: 3 clusters Score -9511295 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -9511602.000000 Penalty: 3752.035400
	Iteration 35Q: 3 clusters Score -9511602 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -9511982.000000 Penalty: 3752.035400
	Iteration 36Q: 3 clusters Score -9511982 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -9512302.000000 Penalty: 3752.035400
	Iteration 37Q: 3 clusters Score -9512302 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -9512646.000000 Penalty: 3752.035400
	Iteration 38Q: 3 clusters Score -9512646 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -9512977.000000 Penalty: 3752.035400
	Iteration 39Q: 3 clusters Score -9512977 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -9513218.000000 Penalty: 3752.035400
	Iteration 40F: 3 clusters Score -9513218 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -9513397.000000 Penalty: 3752.035400
	Iteration 41Q: 3 clusters Score -9513397 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -9513592.000000 Penalty: 3752.035400
	Iteration 42Q: 3 clusters Score -9513592 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -9513767.000000 Penalty: 3752.035400
	Iteration 43Q: 3 clusters Score -9513767 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -9513961.000000 Penalty: 3752.035400
	Iteration 44Q: 3 clusters Score -9513961 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -9514104.000000 Penalty: 3752.035400
	Iteration 45Q: 3 clusters Score -9514104 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -9514236.000000 Penalty: 3752.035400
	Iteration 46Q: 3 clusters Score -9514236 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -9514387.000000 Penalty: 3752.035400
	Iteration 47Q: 3 clusters Score -9514387 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -9514539.000000 Penalty: 3752.035400
	Iteration 48Q: 3 clusters Score -9514539 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -9514619.000000 Penalty: 3752.035400
	Iteration 49Q: 3 clusters Score -9514619 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -9514709.000000 Penalty: 3752.035400
	Iteration 50Q: 3 clusters Score -9514709 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -9514796.000000 Penalty: 3752.035400
	Iteration 51Q: 3 clusters Score -9514796 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -9514856.000000 Penalty: 3752.035400
	Iteration 52Q: 3 clusters Score -9514856 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99237 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -9514927.000000 Penalty: 3752.035400
	Iteration 53Q: 3 clusters Score -9514927 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -9514949.000000 Penalty: 3752.035400
	Iteration 54Q: 3 clusters Score -9514949 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9514995.000000 Penalty: 3752.035400
	Iteration 55Q: 3 clusters Score -9514995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -9515021.000000 Penalty: 3752.035400
	Iteration 56Q: 3 clusters Score -9515021 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9515025.000000 Penalty: 3752.035400
	Iteration 57Q: 3 clusters Score -9515025 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9515073.000000 Penalty: 3752.035400
	Iteration 58Q: 3 clusters Score -9515073 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -9515084.000000 Penalty: 3752.035400
	Iteration 59Q: 3 clusters Score -9515084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9515102.000000 Penalty: 3752.035400
	Iteration 60F: 3 clusters Score -9515102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9515115.000000 Penalty: 3752.035400
	Iteration 61Q: 3 clusters Score -9515115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9515134.000000 Penalty: 3752.035400
	Iteration 62Q: 3 clusters Score -9515134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9515146.000000 Penalty: 3752.035400
	Iteration 63Q: 3 clusters Score -9515146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9515155.000000 Penalty: 3752.035400
	Iteration 64Q: 3 clusters Score -9515155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9515170.000000 Penalty: 3752.035400
	Iteration 65Q: 3 clusters Score -9515170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -9515166.000000 Penalty: 3752.035400
	Iteration 66Q: 3 clusters Score -9515166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9515179.000000 Penalty: 3752.035400
	Iteration 67Q: 3 clusters Score -9515179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9515179.000000 Penalty: 3752.035400
	Iteration 68Q: 3 clusters Score -9515179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9515174.000000 Penalty: 3752.035400
	Iteration 69Q: 3 clusters Score -9515174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9515184.000000 Penalty: 3752.035400
	Iteration 70Q: 3 clusters Score -9515184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100664 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9515199.000000 Penalty: 3752.035400
	Iteration 71Q: 3 clusters Score -9515199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9515199.000000 Penalty: 3752.035400
	Iteration 72Q: 3 clusters Score -9515199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9515198.000000 Penalty: 3752.035400
	Iteration 73Q: 3 clusters Score -9515198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -9515200.000000 Penalty: 3752.035400
	Iteration 74Q: 3 clusters Score -9515200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9515200.000000 Penalty: 3752.035400
	Iteration 75Q: 3 clusters Score -9515200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9515206.000000 Penalty: 3752.035400
	Iteration 76Q: 3 clusters Score -9515206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9515204.000000 Penalty: 3752.035400
	Iteration 77Q: 3 clusters Score -9515204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9515209.000000 Penalty: 3752.035400
	Iteration 78Q: 3 clusters Score -9515209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9515201.000000 Penalty: 3752.035400
	Iteration 79Q: 3 clusters Score -9515201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9515189.000000 Penalty: 3752.035400
	Iteration 80F: 3 clusters Score -9515189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9515185.000000 Penalty: 3752.035400
	Iteration 81Q: 3 clusters Score -9515185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9515192.000000 Penalty: 3752.035400
	Iteration 82Q: 3 clusters Score -9515192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -9515189.000000 Penalty: 3752.035400
	Iteration 83Q: 3 clusters Score -9515189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9515188.000000 Penalty: 3752.035400
	Iteration 84Q: 3 clusters Score -9515188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -9515190.000000 Penalty: 3752.035400
	Iteration 85Q: 3 clusters Score -9515190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9515185.000000 Penalty: 3752.035400
	Iteration 86Q: 3 clusters Score -9515185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9515187.000000 Penalty: 3752.035400
	Iteration 87Q: 3 clusters Score -9515187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9515191.000000 Penalty: 3752.035400
	Iteration 88Q: 3 clusters Score -9515191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -9515196.000000 Penalty: 3752.035400
	Iteration 89Q: 3 clusters Score -9515196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -9515197.000000 Penalty: 3752.035400
	Iteration 90Q: 3 clusters Score -9515197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9515193.000000 Penalty: 3752.035400
	Iteration 91Q: 3 clusters Score -9515193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -9515195.000000 Penalty: 3752.035400
	Iteration 92Q: 3 clusters Score -9515195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9515195.000000 Penalty: 3752.035400
	Iteration 93Q: 3 clusters Score -9515195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100869 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9515193.000000 Penalty: 3752.035400
	Iteration 94Q: 3 clusters Score -9515193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9515191.000000 Penalty: 3752.035400
	Iteration 95Q: 3 clusters Score -9515191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9515190.000000 Penalty: 3752.035400
	Iteration 96Q: 3 clusters Score -9515190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -9515187.000000 Penalty: 3752.035400
	Iteration 97Q: 3 clusters Score -9515187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9515197.000000 Penalty: 3752.035400
	Iteration 98Q: 3 clusters Score -9515197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9515202.000000 Penalty: 3752.035400
	Iteration 99Q: 3 clusters Score -9515202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100898 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9515196.000000 Penalty: 3752.035400
	Iteration 100F: 3 clusters Score -9515196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9515190.000000 Penalty: 3752.035400
	Iteration 101Q: 3 clusters Score -9515190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -9515187.000000 Penalty: 3752.035400
	Iteration 102Q: 3 clusters Score -9515187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9515189.000000 Penalty: 3752.035400
	Iteration 103Q: 3 clusters Score -9515189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9515191.000000 Penalty: 3752.035400
	Iteration 104Q: 3 clusters Score -9515191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100914 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9515192.000000 Penalty: 3752.035400
	Iteration 105Q: 3 clusters Score -9515192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9515192.000000 Penalty: 3752.035400
	Iteration 106Q: 3 clusters Score -9515192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9515190.000000 Penalty: 3752.035400
	Iteration 107Q: 3 clusters Score -9515190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9515187.000000 Penalty: 3752.035400
	Iteration 108Q: 3 clusters Score -9515187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9515186.000000 Penalty: 3752.035400
	Iteration 109Q: 3 clusters Score -9515186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9515186.000000 Penalty: 3752.035400
	Iteration 110F: 3 clusters Score -9515186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Entering Unmasked Estep 
Score: -2811814.000000 Penalty: 1675.772583
	Iteration 0F: 2 clusters Score -2811814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2791598.750000 Penalty: 3351.545166
	Iteration 0F: 3 clusters Score -2791599 nChanged 13771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2799048.750000 Penalty: 3351.545166
	Iteration 1F: 3 clusters Score -2799049 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2799332.000000 Penalty: 3351.545166
	Iteration 2Q: 3 clusters Score -2799332 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2799621.750000 Penalty: 3351.545166
	Iteration 3Q: 3 clusters Score -2799622 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2799908.250000 Penalty: 3351.545166
	Iteration 4Q: 3 clusters Score -2799908 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2800221.000000 Penalty: 3351.545166
	Iteration 5Q: 3 clusters Score -2800221 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2800632.750000 Penalty: 3351.545166
	Iteration 6Q: 3 clusters Score -2800633 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2801226.750000 Penalty: 3351.545166
	Iteration 7Q: 3 clusters Score -2801227 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2802036.250000 Penalty: 3351.545166
	Iteration 8Q: 3 clusters Score -2802036 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2803090.750000 Penalty: 3351.545166
	Iteration 9Q: 3 clusters Score -2803091 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2804331.000000 Penalty: 3351.545166
	Iteration 10F: 3 clusters Score -2804331 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2805656.750000 Penalty: 3351.545166
	Iteration 11F: 3 clusters Score -2805657 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -2806741.250000 Penalty: 3351.545166
	Iteration 12Q: 3 clusters Score -2806741 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2807551.500000 Penalty: 3351.545166
	Iteration 13Q: 3 clusters Score -2807552 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -2808189.000000 Penalty: 3351.545166
	Iteration 14Q: 3 clusters Score -2808189 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -2808622.000000 Penalty: 3351.545166
	Iteration 15Q: 3 clusters Score -2808622 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2808970.250000 Penalty: 3351.545166
	Iteration 16Q: 3 clusters Score -2808970 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -2809260.250000 Penalty: 3351.545166
	Iteration 17Q: 3 clusters Score -2809260 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -2809469.000000 Penalty: 3351.545166
	Iteration 18Q: 3 clusters Score -2809469 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -2809628.500000 Penalty: 3351.545166
	Iteration 19Q: 3 clusters Score -2809628 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -2809792.250000 Penalty: 3351.545166
	Iteration 20F: 3 clusters Score -2809792 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -2809921.500000 Penalty: 3351.545166
	Iteration 21Q: 3 clusters Score -2809922 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2810024.250000 Penalty: 3351.545166
	Iteration 22Q: 3 clusters Score -2810024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -2810096.250000 Penalty: 3351.545166
	Iteration 23Q: 3 clusters Score -2810096 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -2810144.500000 Penalty: 3351.545166
	Iteration 24Q: 3 clusters Score -2810144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -2810175.250000 Penalty: 3351.545166
	Iteration 25Q: 3 clusters Score -2810175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -2810205.500000 Penalty: 3351.545166
	Iteration 26Q: 3 clusters Score -2810206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -2810241.250000 Penalty: 3351.545166
	Iteration 27Q: 3 clusters Score -2810241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -2810258.000000 Penalty: 3351.545166
	Iteration 28Q: 3 clusters Score -2810258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -2810281.500000 Penalty: 3351.545166
	Iteration 29Q: 3 clusters Score -2810282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -2810287.000000 Penalty: 3351.545166
	Iteration 30Q: 3 clusters Score -2810287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -2810294.000000 Penalty: 3351.545166
	Iteration 31Q: 3 clusters Score -2810294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -2810299.250000 Penalty: 3351.545166
	Iteration 32Q: 3 clusters Score -2810299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -2810305.250000 Penalty: 3351.545166
	Iteration 33Q: 3 clusters Score -2810305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -2810305.500000 Penalty: 3351.545166
	Iteration 34Q: 3 clusters Score -2810306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -2810312.750000 Penalty: 3351.545166
	Iteration 35Q: 3 clusters Score -2810313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -2810316.250000 Penalty: 3351.545166
	Iteration 36Q: 3 clusters Score -2810316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -2810324.750000 Penalty: 3351.545166
	Iteration 37Q: 3 clusters Score -2810325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -2810325.750000 Penalty: 3351.545166
	Iteration 38Q: 3 clusters Score -2810326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -2810325.750000 Penalty: 3351.545166
	Iteration 39Q: 3 clusters Score -2810326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -2810331.000000 Penalty: 3351.545166
	Iteration 40F: 3 clusters Score -2810331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -2810332.500000 Penalty: 3351.545166
	Iteration 41Q: 3 clusters Score -2810332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -2810336.250000 Penalty: 3351.545166
	Iteration 42Q: 3 clusters Score -2810336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -2810342.250000 Penalty: 3351.545166
	Iteration 43Q: 3 clusters Score -2810342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -2810343.500000 Penalty: 3351.545166
	Iteration 44Q: 3 clusters Score -2810344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -2810339.500000 Penalty: 3351.545166
	Iteration 45Q: 3 clusters Score -2810340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -2810338.000000 Penalty: 3351.545166
	Iteration 46Q: 3 clusters Score -2810338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -2810339.500000 Penalty: 3351.545166
	Iteration 47Q: 3 clusters Score -2810340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -2810341.250000 Penalty: 3351.545166
	Iteration 48Q: 3 clusters Score -2810341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -2810344.000000 Penalty: 3351.545166
	Iteration 49Q: 3 clusters Score -2810344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -2810350.000000 Penalty: 3351.545166
	Iteration 50Q: 3 clusters Score -2810350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -2810351.000000 Penalty: 3351.545166
	Iteration 51Q: 3 clusters Score -2810351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -2810351.250000 Penalty: 3351.545166
	Iteration 52Q: 3 clusters Score -2810351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -2810354.500000 Penalty: 3351.545166
	Iteration 53Q: 3 clusters Score -2810354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -2810350.750000 Penalty: 3351.545166
	Iteration 54Q: 3 clusters Score -2810351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2810350.000000 Penalty: 3351.545166
	Iteration 55Q: 3 clusters Score -2810350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -2810352.500000 Penalty: 3351.545166
	Iteration 56Q: 3 clusters Score -2810352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -2810352.500000 Penalty: 3351.545166
	Iteration 57Q: 3 clusters Score -2810352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -2810351.250000 Penalty: 3351.545166
	Iteration 58Q: 3 clusters Score -2810351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2810351.250000 Penalty: 3351.545166
	Iteration 59Q: 3 clusters Score -2810351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -2810351.500000 Penalty: 3351.545166
	Iteration 60F: 3 clusters Score -2810352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -2810353.750000 Penalty: 3351.545166
	Iteration 61Q: 3 clusters Score -2810354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -2810353.750000 Penalty: 3351.545166
	Iteration 62F: 3 clusters Score -2810354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -341836.531250 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -341836.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -338743.593750 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -338743.6 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -339470.000000 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -339470 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -339606.875000 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -339606.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -339694.187500 Penalty: 2651.238525
	Iteration 3F: 3 clusters Score -339694.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -339750.031250 Penalty: 2651.238525
	Iteration 4Q: 3 clusters Score -339750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -339789.531250 Penalty: 2651.238525
	Iteration 5Q: 3 clusters Score -339789.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -339820.750000 Penalty: 2651.238525
	Iteration 6Q: 3 clusters Score -339820.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -339842.437500 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -339842.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -339866.562500 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -339866.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -339887.031250 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -339887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -339903.562500 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -339903.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -339924.968750 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -339925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -339941.843750 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -339941.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -339959.750000 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -339959.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -339977.218750 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -339977.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -339997.187500 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -339997.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -340017.468750 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -340017.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -340036.968750 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -340037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -340053.125000 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -340053.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -340069.093750 Penalty: 2651.238525
	Iteration 19Q: 3 clusters Score -340069.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -340087.750000 Penalty: 2651.238525
	Iteration 20F: 3 clusters Score -340087.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -340105.656250 Penalty: 2651.238525
	Iteration 21Q: 3 clusters Score -340105.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -340123.687500 Penalty: 2651.238525
	Iteration 22Q: 3 clusters Score -340123.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -340143.562500 Penalty: 2651.238525
	Iteration 23Q: 3 clusters Score -340143.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -340168.375000 Penalty: 2651.238525
	Iteration 24Q: 3 clusters Score -340168.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -340192.500000 Penalty: 2651.238525
	Iteration 25Q: 3 clusters Score -340192.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -340211.937500 Penalty: 2651.238525
	Iteration 26Q: 3 clusters Score -340211.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -340234.500000 Penalty: 2651.238525
	Iteration 27Q: 3 clusters Score -340234.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -340252.968750 Penalty: 2651.238525
	Iteration 28Q: 3 clusters Score -340253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -340282.906250 Penalty: 2651.238525
	Iteration 29Q: 3 clusters Score -340282.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -340317.562500 Penalty: 2651.238525
	Iteration 30Q: 3 clusters Score -340317.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -340352.062500 Penalty: 2651.238525
	Iteration 31Q: 3 clusters Score -340352.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -340380.593750 Penalty: 2651.238525
	Iteration 32Q: 3 clusters Score -340380.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -340402.062500 Penalty: 2651.238525
	Iteration 33Q: 3 clusters Score -340402.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -340432.781250 Penalty: 2651.238525
	Iteration 34Q: 3 clusters Score -340432.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -340459.562500 Penalty: 2651.238525
	Iteration 35Q: 3 clusters Score -340459.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -340476.125000 Penalty: 2651.238525
	Iteration 36Q: 3 clusters Score -340476.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -340492.625000 Penalty: 2651.238525
	Iteration 37Q: 3 clusters Score -340492.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -340505.031250 Penalty: 2651.238525
	Iteration 38Q: 3 clusters Score -340505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -340514.000000 Penalty: 2651.238525
	Iteration 39Q: 3 clusters Score -340514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -340522.625000 Penalty: 2651.238525
	Iteration 40F: 3 clusters Score -340522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -340531.375000 Penalty: 2651.238525
	Iteration 41Q: 3 clusters Score -340531.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -340542.812500 Penalty: 2651.238525
	Iteration 42Q: 3 clusters Score -340542.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -340552.375000 Penalty: 2651.238525
	Iteration 43Q: 3 clusters Score -340552.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -340563.937500 Penalty: 2651.238525
	Iteration 44Q: 3 clusters Score -340563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -340571.468750 Penalty: 2651.238525
	Iteration 45Q: 3 clusters Score -340571.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -340582.531250 Penalty: 2651.238525
	Iteration 46Q: 3 clusters Score -340582.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -340592.093750 Penalty: 2651.238525
	Iteration 47Q: 3 clusters Score -340592.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -340600.156250 Penalty: 2651.238525
	Iteration 48Q: 3 clusters Score -340600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -340603.437500 Penalty: 2651.238525
	Iteration 49Q: 3 clusters Score -340603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -340611.125000 Penalty: 2651.238525
	Iteration 50Q: 3 clusters Score -340611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -340616.500000 Penalty: 2651.238525
	Iteration 51Q: 3 clusters Score -340616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -340619.718750 Penalty: 2651.238525
	Iteration 52Q: 3 clusters Score -340619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -340623.687500 Penalty: 2651.238525
	Iteration 53Q: 3 clusters Score -340623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -340628.906250 Penalty: 2651.238525
	Iteration 54Q: 3 clusters Score -340628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -340634.468750 Penalty: 2651.238525
	Iteration 55Q: 3 clusters Score -340634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -340640.437500 Penalty: 2651.238525
	Iteration 56Q: 3 clusters Score -340640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -340642.875000 Penalty: 2651.238525
	Iteration 57Q: 3 clusters Score -340642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -340647.656250 Penalty: 2651.238525
	Iteration 58Q: 3 clusters Score -340647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -340653.812500 Penalty: 2651.238525
	Iteration 59Q: 3 clusters Score -340653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -340658.343750 Penalty: 2651.238525
	Iteration 60F: 3 clusters Score -340658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -340660.937500 Penalty: 2651.238525
	Iteration 61Q: 3 clusters Score -340660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -340662.781250 Penalty: 2651.238525
	Iteration 62Q: 3 clusters Score -340662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -340663.906250 Penalty: 2651.238525
	Iteration 63Q: 3 clusters Score -340663.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -340665.593750 Penalty: 2651.238525
	Iteration 64Q: 3 clusters Score -340665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -340666.968750 Penalty: 2651.238525
	Iteration 65Q: 3 clusters Score -340667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -340666.968750 Penalty: 2651.238525
	Iteration 66F: 3 clusters Score -340667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (111273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Entering Unmasked Estep 
Score: -10306526.000000 Penalty: 1888.208008
	Iteration 0F: 2 clusters Score -1.030653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -10232324.000000 Penalty: 3776.416016
	Iteration 0F: 3 clusters Score -1.023232e+07 nChanged 53459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -10262842.000000 Penalty: 3776.416016
	Iteration 1F: 3 clusters Score -1.026284e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -10263295.000000 Penalty: 3776.416016
	Iteration 2Q: 3 clusters Score -1.02633e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -10263775.000000 Penalty: 3776.416016
	Iteration 3Q: 3 clusters Score -1.026378e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -10264222.000000 Penalty: 3776.416016
	Iteration 4Q: 3 clusters Score -1.026422e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -10264797.000000 Penalty: 3776.416016
	Iteration 5Q: 3 clusters Score -1.02648e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -10265531.000000 Penalty: 3776.416016
	Iteration 6Q: 3 clusters Score -1.026553e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -10266891.000000 Penalty: 3776.416016
	Iteration 7Q: 3 clusters Score -1.026689e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -10269144.000000 Penalty: 3776.416016
	Iteration 8Q: 3 clusters Score -1.026914e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -10273090.000000 Penalty: 3776.416016
	Iteration 9F: 3 clusters Score -1.027309e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -10279536.000000 Penalty: 3776.416016
	Iteration 10F: 3 clusters Score -1.027954e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -10286994.000000 Penalty: 3776.416016
	Iteration 11F: 3 clusters Score -1.028699e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -10293330.000000 Penalty: 3776.416016
	Iteration 12F: 3 clusters Score -1.029333e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -10297803.000000 Penalty: 3776.416016
	Iteration 13Q: 3 clusters Score -1.02978e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -10300554.000000 Penalty: 3776.416016
	Iteration 14Q: 3 clusters Score -1.030055e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10302320.000000 Penalty: 3776.416016
	Iteration 15Q: 3 clusters Score -1.030232e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10303406.000000 Penalty: 3776.416016
	Iteration 16Q: 3 clusters Score -1.030341e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10304061.000000 Penalty: 3776.416016
	Iteration 17Q: 3 clusters Score -1.030406e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10304444.000000 Penalty: 3776.416016
	Iteration 18Q: 3 clusters Score -1.030444e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10304614.000000 Penalty: 3776.416016
	Iteration 19Q: 3 clusters Score -1.030461e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10304744.000000 Penalty: 3776.416016
	Iteration 20F: 3 clusters Score -1.030474e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10304790.000000 Penalty: 3776.416016
	Iteration 21Q: 3 clusters Score -1.030479e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110854 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10304820.000000 Penalty: 3776.416016
	Iteration 22Q: 3 clusters Score -1.030482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110885 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10304836.000000 Penalty: 3776.416016
	Iteration 23Q: 3 clusters Score -1.030484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10304872.000000 Penalty: 3776.416016
	Iteration 24Q: 3 clusters Score -1.030487e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10304906.000000 Penalty: 3776.416016
	Iteration 25Q: 3 clusters Score -1.030491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10304909.000000 Penalty: 3776.416016
	Iteration 26Q: 3 clusters Score -1.030491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10304914.000000 Penalty: 3776.416016
	Iteration 27Q: 3 clusters Score -1.030491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10304910.000000 Penalty: 3776.416016
	Iteration 28Q: 3 clusters Score -1.030491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10304916.000000 Penalty: 3776.416016
	Iteration 29Q: 3 clusters Score -1.030492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10304923.000000 Penalty: 3776.416016
	Iteration 30Q: 3 clusters Score -1.030492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10304938.000000 Penalty: 3776.416016
	Iteration 31Q: 3 clusters Score -1.030494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10304940.000000 Penalty: 3776.416016
	Iteration 32Q: 3 clusters Score -1.030494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110967 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10304938.000000 Penalty: 3776.416016
	Iteration 33Q: 3 clusters Score -1.030494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10304951.000000 Penalty: 3776.416016
	Iteration 34Q: 3 clusters Score -1.030495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10304955.000000 Penalty: 3776.416016
	Iteration 35Q: 3 clusters Score -1.030496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10304961.000000 Penalty: 3776.416016
	Iteration 36Q: 3 clusters Score -1.030496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10304961.000000 Penalty: 3776.416016
	Iteration 37F: 3 clusters Score -1.030496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Entering Unmasked Estep 
Score: -4006452.250000 Penalty: 1733.076782
	Iteration 0F: 2 clusters Score -4006452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3977874.750000 Penalty: 3466.153564
	Iteration 0F: 3 clusters Score -3977875 nChanged 19977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3989345.000000 Penalty: 3466.153564
	Iteration 1F: 3 clusters Score -3989345 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3989978.500000 Penalty: 3466.153564
	Iteration 2Q: 3 clusters Score -3989978 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3990688.750000 Penalty: 3466.153564
	Iteration 3Q: 3 clusters Score -3990689 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3991671.750000 Penalty: 3466.153564
	Iteration 4Q: 3 clusters Score -3991672 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3993056.500000 Penalty: 3466.153564
	Iteration 5F: 3 clusters Score -3993056 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3994831.000000 Penalty: 3466.153564
	Iteration 6F: 3 clusters Score -3994831 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3996782.750000 Penalty: 3466.153564
	Iteration 7F: 3 clusters Score -3996783 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3998452.000000 Penalty: 3466.153564
	Iteration 8F: 3 clusters Score -3998452 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3999349.500000 Penalty: 3466.153564
	Iteration 9Q: 3 clusters Score -3999350 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3999701.000000 Penalty: 3466.153564
	Iteration 10Q: 3 clusters Score -3999701 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3999883.250000 Penalty: 3466.153564
	Iteration 11Q: 3 clusters Score -3999883 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4000015.500000 Penalty: 3466.153564
	Iteration 12Q: 3 clusters Score -4000016 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4000094.250000 Penalty: 3466.153564
	Iteration 13Q: 3 clusters Score -4000094 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4000193.750000 Penalty: 3466.153564
	Iteration 14Q: 3 clusters Score -4000194 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4000271.000000 Penalty: 3466.153564
	Iteration 15Q: 3 clusters Score -4000271 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4000340.000000 Penalty: 3466.153564
	Iteration 16Q: 3 clusters Score -4000340 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4000401.500000 Penalty: 3466.153564
	Iteration 17Q: 3 clusters Score -4000402 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4000462.000000 Penalty: 3466.153564
	Iteration 18Q: 3 clusters Score -4000462 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4000519.000000 Penalty: 3466.153564
	Iteration 19Q: 3 clusters Score -4000519 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4000574.000000 Penalty: 3466.153564
	Iteration 20F: 3 clusters Score -4000574 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -4000600.750000 Penalty: 3466.153564
	Iteration 21Q: 3 clusters Score -4000601 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4000637.500000 Penalty: 3466.153564
	Iteration 22Q: 3 clusters Score -4000638 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4000670.250000 Penalty: 3466.153564
	Iteration 23Q: 3 clusters Score -4000670 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -4000716.750000 Penalty: 3466.153564
	Iteration 24Q: 3 clusters Score -4000717 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4000730.750000 Penalty: 3466.153564
	Iteration 25Q: 3 clusters Score -4000731 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4000747.250000 Penalty: 3466.153564
	Iteration 26Q: 3 clusters Score -4000747 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -4000768.750000 Penalty: 3466.153564
	Iteration 27Q: 3 clusters Score -4000769 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4000822.250000 Penalty: 3466.153564
	Iteration 28Q: 3 clusters Score -4000822 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -4000846.000000 Penalty: 3466.153564
	Iteration 29Q: 3 clusters Score -4000846 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4000899.750000 Penalty: 3466.153564
	Iteration 30Q: 3 clusters Score -4000900 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4000923.000000 Penalty: 3466.153564
	Iteration 31Q: 3 clusters Score -4000923 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4000960.500000 Penalty: 3466.153564
	Iteration 32Q: 3 clusters Score -4000960 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4000994.000000 Penalty: 3466.153564
	Iteration 33Q: 3 clusters Score -4000994 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -4001007.750000 Penalty: 3466.153564
	Iteration 34Q: 3 clusters Score -4001008 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4001020.750000 Penalty: 3466.153564
	Iteration 35Q: 3 clusters Score -4001021 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -4001045.250000 Penalty: 3466.153564
	Iteration 36Q: 3 clusters Score -4001045 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -4001059.500000 Penalty: 3466.153564
	Iteration 37Q: 3 clusters Score -4001060 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4001098.250000 Penalty: 3466.153564
	Iteration 38Q: 3 clusters Score -4001098 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4001135.750000 Penalty: 3466.153564
	Iteration 39Q: 3 clusters Score -4001136 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -4001175.750000 Penalty: 3466.153564
	Iteration 40F: 3 clusters Score -4001176 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4001172.250000 Penalty: 3466.153564
	Iteration 41Q: 3 clusters Score -4001172 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4001209.250000 Penalty: 3466.153564
	Iteration 42Q: 3 clusters Score -4001209 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4001231.500000 Penalty: 3466.153564
	Iteration 43Q: 3 clusters Score -4001232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4001239.750000 Penalty: 3466.153564
	Iteration 44Q: 3 clusters Score -4001240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4001253.250000 Penalty: 3466.153564
	Iteration 45Q: 3 clusters Score -4001253 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4001272.250000 Penalty: 3466.153564
	Iteration 46Q: 3 clusters Score -4001272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4001293.250000 Penalty: 3466.153564
	Iteration 47Q: 3 clusters Score -4001293 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4001305.250000 Penalty: 3466.153564
	Iteration 48Q: 3 clusters Score -4001305 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4001311.250000 Penalty: 3466.153564
	Iteration 49Q: 3 clusters Score -4001311 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4001319.000000 Penalty: 3466.153564
	Iteration 50Q: 3 clusters Score -4001319 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4001339.500000 Penalty: 3466.153564
	Iteration 51Q: 3 clusters Score -4001340 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4001339.250000 Penalty: 3466.153564
	Iteration 52Q: 3 clusters Score -4001339 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4001403 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4001408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4001426 nChanged 157
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Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4001436 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4001468 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4001483 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4001498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4001542 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4001553 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4001574 nChanged 201
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Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4001596 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4001624 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4001641 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4001661 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4001667 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4001687 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4001730 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4001767 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4001800 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4001832.250000 Penalty: 3466.153564
	Iteration 73Q: 3 clusters Score -4001832 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4001857 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4001901.750000 Penalty: 3466.153564
	Iteration 75Q: 3 clusters Score -4001902 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4001942.750000 Penalty: 3466.153564
	Iteration 76Q: 3 clusters Score -4001943 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4001984 nChanged 288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4002030 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4002072 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4002102 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4002154 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4002231 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4002333 nChanged 362
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Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4002408 nChanged 375
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4002489 nChanged 387
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4002547 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4002660 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4002754 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -4002837.250000 Penalty: 3466.153564
	Iteration 89Q: 3 clusters Score -4002837 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4002930.000000 Penalty: 3466.153564
	Iteration 90Q: 3 clusters Score -4002930 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4003034.500000 Penalty: 3466.153564
	Iteration 91Q: 3 clusters Score -4003034 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4003138.000000 Penalty: 3466.153564
	Iteration 92Q: 3 clusters Score -4003138 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4003256.750000 Penalty: 3466.153564
	Iteration 93Q: 3 clusters Score -4003257 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4003402.750000 Penalty: 3466.153564
	Iteration 94Q: 3 clusters Score -4003403 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4003523.250000 Penalty: 3466.153564
	Iteration 95Q: 3 clusters Score -4003523 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4003660.000000 Penalty: 3466.153564
	Iteration 96Q: 3 clusters Score -4003660 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4003823.250000 Penalty: 3466.153564
	Iteration 97Q: 3 clusters Score -4003823 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4003961.750000 Penalty: 3466.153564
	Iteration 98Q: 3 clusters Score -4003962 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4004126.750000 Penalty: 3466.153564
	Iteration 99Q: 3 clusters Score -4004127 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4004259.750000 Penalty: 3466.153564
	Iteration 100F: 3 clusters Score -4004260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4004425.500000 Penalty: 3466.153564
	Iteration 101Q: 3 clusters Score -4004426 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4004575.000000 Penalty: 3466.153564
	Iteration 102Q: 3 clusters Score -4004575 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4004724.000000 Penalty: 3466.153564
	Iteration 103Q: 3 clusters Score -4004724 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4004889.000000 Penalty: 3466.153564
	Iteration 104Q: 3 clusters Score -4004889 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4005042.750000 Penalty: 3466.153564
	Iteration 105Q: 3 clusters Score -4005043 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4005192.250000 Penalty: 3466.153564
	Iteration 106Q: 3 clusters Score -4005192 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4005292.250000 Penalty: 3466.153564
	Iteration 107Q: 3 clusters Score -4005292 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4005376.000000 Penalty: 3466.153564
	Iteration 108Q: 3 clusters Score -4005376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4005455.500000 Penalty: 3466.153564
	Iteration 109Q: 3 clusters Score -4005456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4005518.750000 Penalty: 3466.153564
	Iteration 110Q: 3 clusters Score -4005519 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4005579.250000 Penalty: 3466.153564
	Iteration 111Q: 3 clusters Score -4005579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4005616.750000 Penalty: 3466.153564
	Iteration 112Q: 3 clusters Score -4005617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4005642.000000 Penalty: 3466.153564
	Iteration 113Q: 3 clusters Score -4005642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4005667.500000 Penalty: 3466.153564
	Iteration 114Q: 3 clusters Score -4005668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4005684.250000 Penalty: 3466.153564
	Iteration 115Q: 3 clusters Score -4005684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4005694.250000 Penalty: 3466.153564
	Iteration 116Q: 3 clusters Score -4005694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4005698.500000 Penalty: 3466.153564
	Iteration 117Q: 3 clusters Score -4005698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4005702.250000 Penalty: 3466.153564
	Iteration 118Q: 3 clusters Score -4005702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4005706.500000 Penalty: 3466.153564
	Iteration 119Q: 3 clusters Score -4005706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4005721.250000 Penalty: 3466.153564
	Iteration 120F: 3 clusters Score -4005721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4005731.250000 Penalty: 3466.153564
	Iteration 121Q: 3 clusters Score -4005731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4005733.500000 Penalty: 3466.153564
	Iteration 122Q: 3 clusters Score -4005734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4005734.750000 Penalty: 3466.153564
	Iteration 123Q: 3 clusters Score -4005735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4005736.000000 Penalty: 3466.153564
	Iteration 124Q: 3 clusters Score -4005736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4005739.750000 Penalty: 3466.153564
	Iteration 125Q: 3 clusters Score -4005740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4005735.500000 Penalty: 3466.153564
	Iteration 126Q: 3 clusters Score -4005736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4005739.000000 Penalty: 3466.153564
	Iteration 127Q: 3 clusters Score -4005739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4005740.000000 Penalty: 3466.153564
	Iteration 128Q: 3 clusters Score -4005740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4005739.750000 Penalty: 3466.153564
	Iteration 129Q: 3 clusters Score -4005740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4005743.000000 Penalty: 3466.153564
	Iteration 130Q: 3 clusters Score -4005743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4005741.750000 Penalty: 3466.153564
	Iteration 131Q: 3 clusters Score -4005742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4005743.500000 Penalty: 3466.153564
	Iteration 132Q: 3 clusters Score -4005744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4005740.750000 Penalty: 3466.153564
	Iteration 133Q: 3 clusters Score -4005741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4005740.750000 Penalty: 3466.153564
	Iteration 134F: 3 clusters Score -4005741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 32070 members 
Mstep: Class 8 contains 66345 members 
Mstep: Class 12 contains 154466 members 
Mstep: Class 16 contains 103231 members 
Mstep: Class 17 contains 30105 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 21 contains 111273 members 
Mstep: Class 22 contains 42834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54494812.000000 Penalty: 28115.259766
Iteration 39Q: 14 clusters Score -5.449481e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 6646 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 31532 members 
Mstep: Class 8 contains 64807 members 
Mstep: Class 12 contains 153836 members 
Mstep: Class 16 contains 103284 members 
Mstep: Class 17 contains 30574 members 
Mstep: Class 18 contains 3389 members 
Mstep: Class 21 contains 113653 members 
Mstep: Class 22 contains 42885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54496164.000000 Penalty: 28115.259766
Iteration 40F: 14 clusters Score -5.449616e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 6604 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 63374 members 
Mstep: Class 12 contains 153174 members 
Mstep: Class 16 contains 103314 members 
Mstep: Class 17 contains 30953 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 21 contains 115823 members 
Mstep: Class 22 contains 42904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2119.562012 but Gain 2162.710938
Score: -54497056.000000 Penalty: 25952.548828
Iteration 41Q: 13 clusters Score -5.449706e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 6570 members 
Mstep: Class 3 contains 1751 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 7 contains 30646 members 
Mstep: Class 8 contains 62237 members 
Mstep: Class 12 contains 152801 members 
Mstep: Class 16 contains 103586 members 
Mstep: Class 17 contains 31756 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 21 contains 118094 members 
Mstep: Class 22 contains 43027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54499180.000000 Penalty: 25952.548828
Iteration 42Q: 13 clusters Score -5.449918e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 6510 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 7 contains 30288 members 
Mstep: Class 8 contains 61099 members 
Mstep: Class 12 contains 151971 members 
Mstep: Class 16 contains 103571 members 
Mstep: Class 17 contains 32104 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 21 contains 120206 members 
Mstep: Class 22 contains 43034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54499704.000000 Penalty: 25952.548828
Iteration 43Q: 13 clusters Score -5.44997e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 6442 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 7 contains 29967 members 
Mstep: Class 8 contains 60091 members 
Mstep: Class 12 contains 151122 members 
Mstep: Class 16 contains 103522 members 
Mstep: Class 17 contains 32433 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 21 contains 122317 members 
Mstep: Class 22 contains 43004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54500244.000000 Penalty: 25952.548828
Iteration 44Q: 13 clusters Score -5.450024e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 6360 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 7 contains 29647 members 
Mstep: Class 8 contains 59197 members 
Mstep: Class 12 contains 150248 members 
Mstep: Class 16 contains 103514 members 
Mstep: Class 17 contains 32723 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 21 contains 124419 members 
Mstep: Class 22 contains 42952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54500584.000000 Penalty: 25952.548828
Iteration 45Q: 13 clusters Score -5.450058e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 1574 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 7 contains 29341 members 
Mstep: Class 8 contains 58471 members 
Mstep: Class 12 contains 149431 members 
Mstep: Class 16 contains 103393 members 
Mstep: Class 17 contains 32914 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 21 contains 126505 members 
Mstep: Class 22 contains 42881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54501176.000000 Penalty: 25952.548828
Iteration 46Q: 13 clusters Score -5.450118e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 3 contains 1545 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 7 contains 29116 members 
Mstep: Class 8 contains 57813 members 
Mstep: Class 12 contains 148615 members 
Mstep: Class 16 contains 103250 members 
Mstep: Class 17 contains 32982 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 21 contains 128607 members 
Mstep: Class 22 contains 42769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54501500.000000 Penalty: 25952.548828
Iteration 47Q: 13 clusters Score -5.45015e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 7 contains 28942 members 
Mstep: Class 8 contains 57241 members 
Mstep: Class 12 contains 147857 members 
Mstep: Class 16 contains 103088 members 
Mstep: Class 17 contains 32992 members 
Mstep: Class 18 contains 2733 members 
Mstep: Class 21 contains 130634 members 
Mstep: Class 22 contains 42642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54501852.000000 Penalty: 25952.548828
Iteration 48Q: 13 clusters Score -5.450185e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 6071 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 7 contains 28748 members 
Mstep: Class 8 contains 56749 members 
Mstep: Class 12 contains 147128 members 
Mstep: Class 16 contains 102897 members 
Mstep: Class 17 contains 32903 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 21 contains 132647 members 
Mstep: Class 22 contains 42526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54502216.000000 Penalty: 25952.548828
Iteration 49Q: 13 clusters Score -5.450222e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 7 contains 28599 members 
Mstep: Class 8 contains 56312 members 
Mstep: Class 12 contains 146425 members 
Mstep: Class 16 contains 102678 members 
Mstep: Class 17 contains 32759 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 21 contains 134593 members 
Mstep: Class 22 contains 42418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54502404.000000 Penalty: 25952.548828
Iteration 50Q: 13 clusters Score -5.45024e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 5970 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 7 contains 28476 members 
Mstep: Class 8 contains 55976 members 
Mstep: Class 12 contains 145699 members 
Mstep: Class 16 contains 102418 members 
Mstep: Class 17 contains 32516 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 21 contains 136574 members 
Mstep: Class 22 contains 42300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2124.161133 but Gain 2162.712891
Score: -54502784.000000 Penalty: 23789.835938
Iteration 51Q: 12 clusters Score -5.450278e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 7 contains 28364 members 
Mstep: Class 8 contains 55709 members 
Mstep: Class 12 contains 145158 members 
Mstep: Class 16 contains 102305 members 
Mstep: Class 17 contains 32322 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 21 contains 139433 members 
Mstep: Class 22 contains 42212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54504816.000000 Penalty: 23789.835938
Iteration 52Q: 12 clusters Score -5.450482e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 7 contains 28198 members 
Mstep: Class 8 contains 55413 members 
Mstep: Class 12 contains 144345 members 
Mstep: Class 16 contains 101939 members 
Mstep: Class 17 contains 31879 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 21 contains 141852 members 
Mstep: Class 22 contains 42061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54505312.000000 Penalty: 23789.835938
Iteration 53Q: 12 clusters Score -5.450531e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 7 contains 28058 members 
Mstep: Class 8 contains 55132 members 
Mstep: Class 12 contains 143565 members 
Mstep: Class 16 contains 101560 members 
Mstep: Class 17 contains 31383 members 
Mstep: Class 18 contains 2340 members 
Mstep: Class 21 contains 144277 members 
Mstep: Class 22 contains 41916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54505460.000000 Penalty: 23789.835938
Iteration 54Q: 12 clusters Score -5.450546e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 5830 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 7 contains 27926 members 
Mstep: Class 8 contains 54901 members 
Mstep: Class 12 contains 142754 members 
Mstep: Class 16 contains 101152 members 
Mstep: Class 17 contains 30838 members 
Mstep: Class 18 contains 2283 members 
Mstep: Class 21 contains 146793 members 
Mstep: Class 22 contains 41729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54505484.000000 Penalty: 23789.835938
Iteration 55Q: 12 clusters Score -5.450548e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 5806 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 7 contains 27797 members 
Mstep: Class 8 contains 54713 members 
Mstep: Class 12 contains 141942 members 
Mstep: Class 16 contains 100686 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 21 contains 149410 members 
Mstep: Class 22 contains 41542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54506048.000000 Penalty: 23789.835938
Iteration 56Q: 12 clusters Score -5.450605e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 5776 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 7 contains 27659 members 
Mstep: Class 8 contains 54556 members 
Mstep: Class 12 contains 141085 members 
Mstep: Class 16 contains 100230 members 
Mstep: Class 17 contains 29562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 21 contains 152112 members 
Mstep: Class 22 contains 41365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54506476.000000 Penalty: 23789.835938
Iteration 57Q: 12 clusters Score -5.450648e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 5752 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 7 contains 27540 members 
Mstep: Class 8 contains 54393 members 
Mstep: Class 12 contains 140207 members 
Mstep: Class 16 contains 99743 members 
Mstep: Class 17 contains 28830 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 21 contains 154908 members 
Mstep: Class 22 contains 41185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54507032.000000 Penalty: 23789.835938
Iteration 58Q: 12 clusters Score -5.450703e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 5726 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 7 contains 27415 members 
Mstep: Class 8 contains 54228 members 
Mstep: Class 12 contains 139278 members 
Mstep: Class 16 contains 99218 members 
Mstep: Class 17 contains 28030 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 21 contains 157958 members 
Mstep: Class 22 contains 40956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54507552.000000 Penalty: 23789.835938
Iteration 59Q: 12 clusters Score -5.450755e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 7 contains 27315 members 
Mstep: Class 8 contains 54083 members 
Mstep: Class 12 contains 138344 members 
Mstep: Class 16 contains 98639 members 
Mstep: Class 17 contains 27176 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 21 contains 161090 members 
Mstep: Class 22 contains 40723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54507800.000000 Penalty: 23789.835938
Iteration 60F: 12 clusters Score -5.45078e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 5667 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 7 contains 27225 members 
Mstep: Class 8 contains 53955 members 
Mstep: Class 12 contains 137407 members 
Mstep: Class 16 contains 97970 members 
Mstep: Class 17 contains 26269 members 
Mstep: Class 18 contains 1862 members 
Mstep: Class 21 contains 164415 members 
Mstep: Class 22 contains 40433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54508296.000000 Penalty: 23789.835938
Iteration 61Q: 12 clusters Score -5.45083e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 5643 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 7 contains 27147 members 
Mstep: Class 8 contains 53827 members 
Mstep: Class 12 contains 136443 members 
Mstep: Class 16 contains 97206 members 
Mstep: Class 17 contains 25337 members 
Mstep: Class 18 contains 1767 members 
Mstep: Class 21 contains 167909 members 
Mstep: Class 22 contains 40134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2056.388672 but Gain 2162.712891
Score: -54508652.000000 Penalty: 21627.123047
Iteration 62Q: 11 clusters Score -5.450865e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 7 contains 27092 members 
Mstep: Class 8 contains 53723 members 
Mstep: Class 12 contains 135562 members 
Mstep: Class 16 contains 96495 members 
Mstep: Class 17 contains 24422 members 
Mstep: Class 21 contains 172777 members 
Mstep: Class 22 contains 39883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54511024.000000 Penalty: 21627.123047
Iteration 63Q: 11 clusters Score -5.451102e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 5611 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 7 contains 27088 members 
Mstep: Class 8 contains 53551 members 
Mstep: Class 12 contains 134434 members 
Mstep: Class 16 contains 95294 members 
Mstep: Class 17 contains 23145 members 
Mstep: Class 21 contains 177259 members 
Mstep: Class 22 contains 39522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54512056.000000 Penalty: 21627.123047
Iteration 64Q: 11 clusters Score -5.451206e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 7 contains 27089 members 
Mstep: Class 8 contains 53413 members 
Mstep: Class 12 contains 133267 members 
Mstep: Class 16 contains 94033 members 
Mstep: Class 17 contains 21838 members 
Mstep: Class 21 contains 181878 members 
Mstep: Class 22 contains 39115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54512688.000000 Penalty: 21627.123047
Iteration 65Q: 11 clusters Score -5.451269e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 7 contains 27087 members 
Mstep: Class 8 contains 53294 members 
Mstep: Class 12 contains 132035 members 
Mstep: Class 16 contains 92649 members 
Mstep: Class 17 contains 20530 members 
Mstep: Class 21 contains 186667 members 
Mstep: Class 22 contains 38726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54513228.000000 Penalty: 21627.123047
Iteration 66Q: 11 clusters Score -5.451323e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 7 contains 27108 members 
Mstep: Class 8 contains 53145 members 
Mstep: Class 12 contains 130745 members 
Mstep: Class 16 contains 91195 members 
Mstep: Class 17 contains 19178 members 
Mstep: Class 21 contains 191711 members 
Mstep: Class 22 contains 38302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54514084.000000 Penalty: 21627.123047
Iteration 67Q: 11 clusters Score -5.451408e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 5591 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 7 contains 27132 members 
Mstep: Class 8 contains 52951 members 
Mstep: Class 12 contains 129379 members 
Mstep: Class 16 contains 89675 members 
Mstep: Class 17 contains 17792 members 
Mstep: Class 21 contains 197054 members 
Mstep: Class 22 contains 37845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54514604.000000 Penalty: 21627.123047
Iteration 68Q: 11 clusters Score -5.45146e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 5587 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 7 contains 27165 members 
Mstep: Class 8 contains 52696 members 
Mstep: Class 12 contains 127926 members 
Mstep: Class 16 contains 87962 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 21 contains 202916 members 
Mstep: Class 22 contains 37305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54515504.000000 Penalty: 21627.123047
Iteration 69Q: 11 clusters Score -5.45155e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 5591 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 7 contains 27183 members 
Mstep: Class 8 contains 52436 members 
Mstep: Class 12 contains 126353 members 
Mstep: Class 16 contains 86065 members 
Mstep: Class 17 contains 14948 members 
Mstep: Class 21 contains 209100 members 
Mstep: Class 22 contains 36708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516168.000000 Penalty: 21627.123047
Iteration 70Q: 11 clusters Score -5.451617e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 7 contains 27251 members 
Mstep: Class 8 contains 52206 members 
Mstep: Class 12 contains 124800 members 
Mstep: Class 16 contains 84010 members 
Mstep: Class 17 contains 13503 members 
Mstep: Class 21 contains 215455 members 
Mstep: Class 22 contains 36100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54517044.000000 Penalty: 21627.123047
Iteration 71Q: 11 clusters Score -5.451704e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 51966 members 
Mstep: Class 12 contains 123144 members 
Mstep: Class 16 contains 81837 members 
Mstep: Class 17 contains 12137 members 
Mstep: Class 21 contains 222018 members 
Mstep: Class 22 contains 35469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54517700.000000 Penalty: 21627.123047
Iteration 72Q: 11 clusters Score -5.45177e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 7 contains 27375 members 
Mstep: Class 8 contains 51725 members 
Mstep: Class 12 contains 121487 members 
Mstep: Class 16 contains 79649 members 
Mstep: Class 17 contains 10875 members 
Mstep: Class 21 contains 228523 members 
Mstep: Class 22 contains 34810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54518632.000000 Penalty: 21627.123047
Iteration 73Q: 11 clusters Score -5.451863e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 5641 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 7 contains 27437 members 
Mstep: Class 8 contains 51456 members 
Mstep: Class 12 contains 119718 members 
Mstep: Class 16 contains 77482 members 
Mstep: Class 17 contains 9732 members 
Mstep: Class 21 contains 235111 members 
Mstep: Class 22 contains 34082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519304.000000 Penalty: 21627.123047
Iteration 74Q: 11 clusters Score -5.45193e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 5667 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 7 contains 27499 members 
Mstep: Class 8 contains 51215 members 
Mstep: Class 12 contains 117914 members 
Mstep: Class 16 contains 75276 members 
Mstep: Class 17 contains 8643 members 
Mstep: Class 21 contains 241720 members 
Mstep: Class 22 contains 33348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519576.000000 Penalty: 21627.123047
Iteration 75Q: 11 clusters Score -5.451958e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 7 contains 27580 members 
Mstep: Class 8 contains 50964 members 
Mstep: Class 12 contains 116136 members 
Mstep: Class 16 contains 73031 members 
Mstep: Class 17 contains 7711 members 
Mstep: Class 21 contains 248130 members 
Mstep: Class 22 contains 32614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519932.000000 Penalty: 21627.123047
Iteration 76Q: 11 clusters Score -5.451993e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 4 contains 1341 members 
Mstep: Class 7 contains 27667 members 
Mstep: Class 8 contains 50728 members 
Mstep: Class 12 contains 114359 members 
Mstep: Class 16 contains 70824 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 21 contains 254394 members 
Mstep: Class 22 contains 31898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520520.000000 Penalty: 21627.123047
Iteration 77Q: 11 clusters Score -5.452052e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 5734 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 7 contains 27733 members 
Mstep: Class 8 contains 50501 members 
Mstep: Class 12 contains 112631 members 
Mstep: Class 16 contains 68615 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 21 contains 260415 members 
Mstep: Class 22 contains 31258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54520988.000000 Penalty: 21627.123047
Iteration 78Q: 11 clusters Score -5.452099e+07 nChanged 6488
Entering ConstructFrom: 
Score: -54520988.000000 Penalty: 21627.123047
Entering ConstructFrom: 
Trying to split cluster 1 (37826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Entering Unmasked Estep 
Score: -3534359.000000 Penalty: 1712.872314
	Iteration 0F: 2 clusters Score -3534359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3508879.000000 Penalty: 3425.744629
	Iteration 0F: 3 clusters Score -3508879 nChanged 17665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3518851.750000 Penalty: 3425.744629
	Iteration 1F: 3 clusters Score -3518852 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3519269.000000 Penalty: 3425.744629
	Iteration 2Q: 3 clusters Score -3519269 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3519722.750000 Penalty: 3425.744629
	Iteration 3Q: 3 clusters Score -3519723 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3520376.000000 Penalty: 3425.744629
	Iteration 4Q: 3 clusters Score -3520376 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3521352.250000 Penalty: 3425.744629
	Iteration 5F: 3 clusters Score -3521352 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3522876.750000 Penalty: 3425.744629
	Iteration 6F: 3 clusters Score -3522877 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3524962.000000 Penalty: 3425.744629
	Iteration 7F: 3 clusters Score -3524962 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3527365.000000 Penalty: 3425.744629
	Iteration 8F: 3 clusters Score -3527365 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3529610.500000 Penalty: 3425.744629
	Iteration 9F: 3 clusters Score -3529610 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3531165.500000 Penalty: 3425.744629
	Iteration 10Q: 3 clusters Score -3531166 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3531945.500000 Penalty: 3425.744629
	Iteration 11Q: 3 clusters Score -3531946 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3532373.750000 Penalty: 3425.744629
	Iteration 12Q: 3 clusters Score -3532374 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3532614.750000 Penalty: 3425.744629
	Iteration 13Q: 3 clusters Score -3532615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3532737.750000 Penalty: 3425.744629
	Iteration 14Q: 3 clusters Score -3532738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3532809.250000 Penalty: 3425.744629
	Iteration 15Q: 3 clusters Score -3532809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3532853.750000 Penalty: 3425.744629
	Iteration 16Q: 3 clusters Score -3532854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3532882.000000 Penalty: 3425.744629
	Iteration 17Q: 3 clusters Score -3532882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3532906.750000 Penalty: 3425.744629
	Iteration 18Q: 3 clusters Score -3532907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3532920.000000 Penalty: 3425.744629
	Iteration 19Q: 3 clusters Score -3532920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3532928.750000 Penalty: 3425.744629
	Iteration 20F: 3 clusters Score -3532929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3532941.500000 Penalty: 3425.744629
	Iteration 21Q: 3 clusters Score -3532942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3532944.750000 Penalty: 3425.744629
	Iteration 22Q: 3 clusters Score -3532945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3532947.000000 Penalty: 3425.744629
	Iteration 23Q: 3 clusters Score -3532947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3532951.500000 Penalty: 3425.744629
	Iteration 24Q: 3 clusters Score -3532952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3532952.250000 Penalty: 3425.744629
	Iteration 25Q: 3 clusters Score -3532952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3532950.500000 Penalty: 3425.744629
	Iteration 26Q: 3 clusters Score -3532950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3532953.750000 Penalty: 3425.744629
	Iteration 27Q: 3 clusters Score -3532954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3532952.000000 Penalty: 3425.744629
	Iteration 28Q: 3 clusters Score -3532952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3532952.750000 Penalty: 3425.744629
	Iteration 29Q: 3 clusters Score -3532953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3532952.750000 Penalty: 3425.744629
	Iteration 30F: 3 clusters Score -3532953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Entering Unmasked Estep 
Score: -506696.156250 Penalty: 1407.065674
	Iteration 0F: 2 clusters Score -506696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -502287.906250 Penalty: 2814.131348
	Iteration 0F: 3 clusters Score -502287.9 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -503535.531250 Penalty: 2814.131348
	Iteration 1F: 3 clusters Score -503535.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -503716.625000 Penalty: 2814.131348
	Iteration 2F: 3 clusters Score -503716.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -503829.968750 Penalty: 2814.131348
	Iteration 3Q: 3 clusters Score -503830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -503922.437500 Penalty: 2814.131348
	Iteration 4Q: 3 clusters Score -503922.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -504015.406250 Penalty: 2814.131348
	Iteration 5Q: 3 clusters Score -504015.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -504141.250000 Penalty: 2814.131348
	Iteration 6Q: 3 clusters Score -504141.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -504301.125000 Penalty: 2814.131348
	Iteration 7Q: 3 clusters Score -504301.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -504466.375000 Penalty: 2814.131348
	Iteration 8Q: 3 clusters Score -504466.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -504617.843750 Penalty: 2814.131348
	Iteration 9Q: 3 clusters Score -504617.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -504756.718750 Penalty: 2814.131348
	Iteration 10Q: 3 clusters Score -504756.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -504858.156250 Penalty: 2814.131348
	Iteration 11Q: 3 clusters Score -504858.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -504944.687500 Penalty: 2814.131348
	Iteration 12Q: 3 clusters Score -504944.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -505013.781250 Penalty: 2814.131348
	Iteration 13Q: 3 clusters Score -505013.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -505066.375000 Penalty: 2814.131348
	Iteration 14Q: 3 clusters Score -505066.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -505106.156250 Penalty: 2814.131348
	Iteration 15Q: 3 clusters Score -505106.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -505150.125000 Penalty: 2814.131348
	Iteration 16Q: 3 clusters Score -505150.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -505186.000000 Penalty: 2814.131348
	Iteration 17Q: 3 clusters Score -505186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -505214.718750 Penalty: 2814.131348
	Iteration 18Q: 3 clusters Score -505214.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -505253.343750 Penalty: 2814.131348
	Iteration 19Q: 3 clusters Score -505253.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -505277.968750 Penalty: 2814.131348
	Iteration 20F: 3 clusters Score -505278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -505298.468750 Penalty: 2814.131348
	Iteration 21Q: 3 clusters Score -505298.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -505313.375000 Penalty: 2814.131348
	Iteration 22Q: 3 clusters Score -505313.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -505331.750000 Penalty: 2814.131348
	Iteration 23Q: 3 clusters Score -505331.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -505345.031250 Penalty: 2814.131348
	Iteration 24Q: 3 clusters Score -505345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -505360.968750 Penalty: 2814.131348
	Iteration 25Q: 3 clusters Score -505361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -505372.750000 Penalty: 2814.131348
	Iteration 26Q: 3 clusters Score -505372.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -505381.656250 Penalty: 2814.131348
	Iteration 27Q: 3 clusters Score -505381.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -505391.187500 Penalty: 2814.131348
	Iteration 28Q: 3 clusters Score -505391.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -505399.781250 Penalty: 2814.131348
	Iteration 29Q: 3 clusters Score -505399.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -505409.250000 Penalty: 2814.131348
	Iteration 30Q: 3 clusters Score -505409.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -505418.687500 Penalty: 2814.131348
	Iteration 31Q: 3 clusters Score -505418.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -505424.000000 Penalty: 2814.131348
	Iteration 32Q: 3 clusters Score -505424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -505431.968750 Penalty: 2814.131348
	Iteration 33Q: 3 clusters Score -505432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -505439.750000 Penalty: 2814.131348
	Iteration 34Q: 3 clusters Score -505439.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -505444.781250 Penalty: 2814.131348
	Iteration 35Q: 3 clusters Score -505444.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -505449.250000 Penalty: 2814.131348
	Iteration 36Q: 3 clusters Score -505449.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -505453.250000 Penalty: 2814.131348
	Iteration 37Q: 3 clusters Score -505453.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -505457.781250 Penalty: 2814.131348
	Iteration 38Q: 3 clusters Score -505457.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -505466.812500 Penalty: 2814.131348
	Iteration 39Q: 3 clusters Score -505466.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -505477.500000 Penalty: 2814.131348
	Iteration 40F: 3 clusters Score -505477.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -505483.968750 Penalty: 2814.131348
	Iteration 41Q: 3 clusters Score -505484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -505486.312500 Penalty: 2814.131348
	Iteration 42Q: 3 clusters Score -505486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -505487.281250 Penalty: 2814.131348
	Iteration 43Q: 3 clusters Score -505487.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -505490.375000 Penalty: 2814.131348
	Iteration 44Q: 3 clusters Score -505490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -505493.593750 Penalty: 2814.131348
	Iteration 45Q: 3 clusters Score -505493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -505495.468750 Penalty: 2814.131348
	Iteration 46Q: 3 clusters Score -505495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -505498.656250 Penalty: 2814.131348
	Iteration 47Q: 3 clusters Score -505498.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -505498.843750 Penalty: 2814.131348
	Iteration 48Q: 3 clusters Score -505498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -505498.750000 Penalty: 2814.131348
	Iteration 49Q: 3 clusters Score -505498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -505499.156250 Penalty: 2814.131348
	Iteration 50Q: 3 clusters Score -505499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -505499.156250 Penalty: 2814.131348
	Iteration 51F: 3 clusters Score -505499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -106076.125000 Penalty: 1169.218018
	Iteration 0F: 2 clusters Score -106076.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104546.742188 Penalty: 2338.436035
	Iteration 0F: 3 clusters Score -104546.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -104941.445312 Penalty: 2338.436035
	Iteration 1F: 3 clusters Score -104941.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -105047.875000 Penalty: 2338.436035
	Iteration 2F: 3 clusters Score -105047.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -105103.703125 Penalty: 2338.436035
	Iteration 3Q: 3 clusters Score -105103.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -105165.148438 Penalty: 2338.436035
	Iteration 4Q: 3 clusters Score -105165.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -105203.812500 Penalty: 2338.436035
	Iteration 5Q: 3 clusters Score -105203.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -105223.265625 Penalty: 2338.436035
	Iteration 6Q: 3 clusters Score -105223.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -105241.718750 Penalty: 2338.436035
	Iteration 7Q: 3 clusters Score -105241.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -105251.789062 Penalty: 2338.436035
	Iteration 8Q: 3 clusters Score -105251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -105257.843750 Penalty: 2338.436035
	Iteration 9Q: 3 clusters Score -105257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -105264.851562 Penalty: 2338.436035
	Iteration 10Q: 3 clusters Score -105264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -105269.085938 Penalty: 2338.436035
	Iteration 11Q: 3 clusters Score -105269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -105274.937500 Penalty: 2338.436035
	Iteration 12Q: 3 clusters Score -105274.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -105288.078125 Penalty: 2338.436035
	Iteration 13Q: 3 clusters Score -105288.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -105303.101562 Penalty: 2338.436035
	Iteration 14Q: 3 clusters Score -105303.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -105316.617188 Penalty: 2338.436035
	Iteration 15Q: 3 clusters Score -105316.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -105331.695312 Penalty: 2338.436035
	Iteration 16Q: 3 clusters Score -105331.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -105339.703125 Penalty: 2338.436035
	Iteration 17Q: 3 clusters Score -105339.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -105346.234375 Penalty: 2338.436035
	Iteration 18Q: 3 clusters Score -105346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -105352.820312 Penalty: 2338.436035
	Iteration 19Q: 3 clusters Score -105352.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -105366.515625 Penalty: 2338.436035
	Iteration 20F: 3 clusters Score -105366.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -105380.468750 Penalty: 2338.436035
	Iteration 21Q: 3 clusters Score -105380.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -105393.898438 Penalty: 2338.436035
	Iteration 22Q: 3 clusters Score -105393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -105406.304688 Penalty: 2338.436035
	Iteration 23Q: 3 clusters Score -105406.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -105418.015625 Penalty: 2338.436035
	Iteration 24Q: 3 clusters Score -105418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -105432.062500 Penalty: 2338.436035
	Iteration 25Q: 3 clusters Score -105432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -105440.914062 Penalty: 2338.436035
	Iteration 26Q: 3 clusters Score -105440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -105455.296875 Penalty: 2338.436035
	Iteration 27Q: 3 clusters Score -105455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -105466.656250 Penalty: 2338.436035
	Iteration 28Q: 3 clusters Score -105466.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -105482.906250 Penalty: 2338.436035
	Iteration 29Q: 3 clusters Score -105482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -105492.742188 Penalty: 2338.436035
	Iteration 30Q: 3 clusters Score -105492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -105494.804688 Penalty: 2338.436035
	Iteration 31Q: 3 clusters Score -105494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -105495.406250 Penalty: 2338.436035
	Iteration 32Q: 3 clusters Score -105495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -105497.976562 Penalty: 2338.436035
	Iteration 33Q: 3 clusters Score -105498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -105505.234375 Penalty: 2338.436035
	Iteration 34Q: 3 clusters Score -105505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -105512.328125 Penalty: 2338.436035
	Iteration 35Q: 3 clusters Score -105512.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -105515.765625 Penalty: 2338.436035
	Iteration 36Q: 3 clusters Score -105515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -105519.718750 Penalty: 2338.436035
	Iteration 37Q: 3 clusters Score -105519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -105523.421875 Penalty: 2338.436035
	Iteration 38Q: 3 clusters Score -105523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -105529.109375 Penalty: 2338.436035
	Iteration 39Q: 3 clusters Score -105529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -105536.890625 Penalty: 2338.436035
	Iteration 40F: 3 clusters Score -105536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -105553.703125 Penalty: 2338.436035
	Iteration 41Q: 3 clusters Score -105553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -105573.867188 Penalty: 2338.436035
	Iteration 42Q: 3 clusters Score -105573.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -105604.984375 Penalty: 2338.436035
	Iteration 43Q: 3 clusters Score -105605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -105644.859375 Penalty: 2338.436035
	Iteration 44Q: 3 clusters Score -105644.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -105709.796875 Penalty: 2338.436035
	Iteration 45Q: 3 clusters Score -105709.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -105814.210938 Penalty: 2338.436035
	Iteration 46Q: 3 clusters Score -105814.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -105942.664062 Penalty: 2338.436035
	Iteration 47Q: 3 clusters Score -105942.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -106081.437500 Penalty: 2338.436035
	Iteration 48Q: 3 clusters Score -106081.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -106168.203125 Penalty: 2338.436035
	Iteration 49Q: 3 clusters Score -106168.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -106235.718750 Penalty: 2338.436035
	Iteration 50Q: 3 clusters Score -106235.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -106256.773438 Penalty: 2338.436035
	Iteration 51Q: 3 clusters Score -106256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -106268.125000 Penalty: 2338.436035
	Iteration 52Q: 3 clusters Score -106268.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -106276.335938 Penalty: 2338.436035
	Iteration 53Q: 3 clusters Score -106276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -106281.921875 Penalty: 2338.436035
	Iteration 54Q: 3 clusters Score -106281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -106284.195312 Penalty: 2338.436035
	Iteration 55Q: 3 clusters Score -106284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -106285.914062 Penalty: 2338.436035
	Iteration 56Q: 3 clusters Score -106285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106289.054688 Penalty: 2338.436035
	Iteration 57Q: 3 clusters Score -106289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -106292.234375 Penalty: 2338.436035
	Iteration 58Q: 3 clusters Score -106292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -106292.257812 Penalty: 2338.436035
	Iteration 59F: 3 clusters Score -106292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -106293.234375 Penalty: 2338.436035
	Iteration 60F: 3 clusters Score -106293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -106294.023438 Penalty: 2338.436035
	Iteration 61Q: 3 clusters Score -106294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -106294.023438 Penalty: 2338.436035
	Iteration 62F: 3 clusters Score -106294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 7 contains 27772 members 
Mstep: Class 8 contains 50286 members 
Mstep: Class 12 contains 110905 members 
Mstep: Class 16 contains 66457 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 21 contains 266205 members 
Mstep: Class 22 contains 30613 members 
Entering Unmasked Estep 
Score: -54520588.000000 Penalty: 23789.835938
Splitting cluster 4 changes total score from -54520988.000000 to -54520588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (27772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Entering Unmasked Estep 
Score: -2505064.500000 Penalty: 1662.664917
	Iteration 0F: 2 clusters Score -2505064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2486435.500000 Penalty: 3325.329834
	Iteration 0F: 3 clusters Score -2486436 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2493338.000000 Penalty: 3325.329834
	Iteration 1F: 3 clusters Score -2493338 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2493623.500000 Penalty: 3325.329834
	Iteration 2Q: 3 clusters Score -2493624 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2493897.250000 Penalty: 3325.329834
	Iteration 3Q: 3 clusters Score -2493897 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2494228.000000 Penalty: 3325.329834
	Iteration 4Q: 3 clusters Score -2494228 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2494639.750000 Penalty: 3325.329834
	Iteration 5Q: 3 clusters Score -2494640 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2495309.500000 Penalty: 3325.329834
	Iteration 6Q: 3 clusters Score -2495310 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2496348.500000 Penalty: 3325.329834
	Iteration 7F: 3 clusters Score -2496348 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2497905.250000 Penalty: 3325.329834
	Iteration 8F: 3 clusters Score -2497905 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2499823.000000 Penalty: 3325.329834
	Iteration 9F: 3 clusters Score -2499823 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2501541.250000 Penalty: 3325.329834
	Iteration 10F: 3 clusters Score -2501541 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2502608.250000 Penalty: 3325.329834
	Iteration 11Q: 3 clusters Score -2502608 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2503143.500000 Penalty: 3325.329834
	Iteration 12Q: 3 clusters Score -2503144 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2503367.750000 Penalty: 3325.329834
	Iteration 13Q: 3 clusters Score -2503368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2503473.500000 Penalty: 3325.329834
	Iteration 14Q: 3 clusters Score -2503474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2503522.500000 Penalty: 3325.329834
	Iteration 15Q: 3 clusters Score -2503522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2503568.500000 Penalty: 3325.329834
	Iteration 16Q: 3 clusters Score -2503568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2503593.000000 Penalty: 3325.329834
	Iteration 17Q: 3 clusters Score -2503593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2503611.500000 Penalty: 3325.329834
	Iteration 18Q: 3 clusters Score -2503612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2503619.500000 Penalty: 3325.329834
	Iteration 19Q: 3 clusters Score -2503620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2503635.500000 Penalty: 3325.329834
	Iteration 20F: 3 clusters Score -2503636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2503647.000000 Penalty: 3325.329834
	Iteration 21Q: 3 clusters Score -2503647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2503663.000000 Penalty: 3325.329834
	Iteration 22Q: 3 clusters Score -2503663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2503676.500000 Penalty: 3325.329834
	Iteration 23Q: 3 clusters Score -2503676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2503682.500000 Penalty: 3325.329834
	Iteration 24Q: 3 clusters Score -2503682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2503688.000000 Penalty: 3325.329834
	Iteration 25Q: 3 clusters Score -2503688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2503696.750000 Penalty: 3325.329834
	Iteration 26Q: 3 clusters Score -2503697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2503699.000000 Penalty: 3325.329834
	Iteration 27Q: 3 clusters Score -2503699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2503703.250000 Penalty: 3325.329834
	Iteration 28Q: 3 clusters Score -2503703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2503706.750000 Penalty: 3325.329834
	Iteration 29Q: 3 clusters Score -2503707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2503707.000000 Penalty: 3325.329834
	Iteration 30Q: 3 clusters Score -2503707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2503706.250000 Penalty: 3325.329834
	Iteration 31Q: 3 clusters Score -2503706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2503706.250000 Penalty: 3325.329834
	Iteration 32F: 3 clusters Score -2503706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Entering Unmasked Estep 
Score: -4688770.500000 Penalty: 1759.140869
	Iteration 0F: 2 clusters Score -4688770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -4655118.000000 Penalty: 3518.281738
	Iteration 0F: 3 clusters Score -4655118 nChanged 23496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4668648.000000 Penalty: 3518.281738
	Iteration 1F: 3 clusters Score -4668648 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4669217.500000 Penalty: 3518.281738
	Iteration 2Q: 3 clusters Score -4669218 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -4669908.500000 Penalty: 3518.281738
	Iteration 3Q: 3 clusters Score -4669908 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -4670802.500000 Penalty: 3518.281738
	Iteration 4Q: 3 clusters Score -4670802 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4672183.500000 Penalty: 3518.281738
	Iteration 5F: 3 clusters Score -4672184 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4674137.500000 Penalty: 3518.281738
	Iteration 6F: 3 clusters Score -4674138 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -4676890.500000 Penalty: 3518.281738
	Iteration 7F: 3 clusters Score -4676890 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4680048.000000 Penalty: 3518.281738
	Iteration 8F: 3 clusters Score -4680048 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -4683075.000000 Penalty: 3518.281738
	Iteration 9F: 3 clusters Score -4683075 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -4684925.500000 Penalty: 3518.281738
	Iteration 10Q: 3 clusters Score -4684926 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -4685696.000000 Penalty: 3518.281738
	Iteration 11Q: 3 clusters Score -4685696 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -4686023.000000 Penalty: 3518.281738
	Iteration 12Q: 3 clusters Score -4686023 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -4686220.500000 Penalty: 3518.281738
	Iteration 13Q: 3 clusters Score -4686220 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -4686393.000000 Penalty: 3518.281738
	Iteration 14Q: 3 clusters Score -4686393 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -4686545.500000 Penalty: 3518.281738
	Iteration 15Q: 3 clusters Score -4686546 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -4686649.500000 Penalty: 3518.281738
	Iteration 16Q: 3 clusters Score -4686650 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -4686759.000000 Penalty: 3518.281738
	Iteration 17Q: 3 clusters Score -4686759 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -4686841.000000 Penalty: 3518.281738
	Iteration 18Q: 3 clusters Score -4686841 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -4686918.500000 Penalty: 3518.281738
	Iteration 19Q: 3 clusters Score -4686918 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -4686953.000000 Penalty: 3518.281738
	Iteration 20F: 3 clusters Score -4686953 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -4687018.500000 Penalty: 3518.281738
	Iteration 21Q: 3 clusters Score -4687018 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -4687056.000000 Penalty: 3518.281738
	Iteration 22Q: 3 clusters Score -4687056 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -4687081.000000 Penalty: 3518.281738
	Iteration 23Q: 3 clusters Score -4687081 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -4687129.500000 Penalty: 3518.281738
	Iteration 24Q: 3 clusters Score -4687130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -4687149.500000 Penalty: 3518.281738
	Iteration 25Q: 3 clusters Score -4687150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -4687175.000000 Penalty: 3518.281738
	Iteration 26Q: 3 clusters Score -4687175 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -4687215.000000 Penalty: 3518.281738
	Iteration 27Q: 3 clusters Score -4687215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -4687245.500000 Penalty: 3518.281738
	Iteration 28Q: 3 clusters Score -4687246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -4687255.500000 Penalty: 3518.281738
	Iteration 29Q: 3 clusters Score -4687256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -4687268.000000 Penalty: 3518.281738
	Iteration 30Q: 3 clusters Score -4687268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -4687276.500000 Penalty: 3518.281738
	Iteration 31Q: 3 clusters Score -4687276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -4687294.500000 Penalty: 3518.281738
	Iteration 32Q: 3 clusters Score -4687294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -4687312.000000 Penalty: 3518.281738
	Iteration 33Q: 3 clusters Score -4687312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -4687323.500000 Penalty: 3518.281738
	Iteration 34Q: 3 clusters Score -4687324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -4687343.500000 Penalty: 3518.281738
	Iteration 35Q: 3 clusters Score -4687344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -4687352.500000 Penalty: 3518.281738
	Iteration 36Q: 3 clusters Score -4687352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -4687358.000000 Penalty: 3518.281738
	Iteration 37Q: 3 clusters Score -4687358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -4687350.000000 Penalty: 3518.281738
	Iteration 38Q: 3 clusters Score -4687350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -4687352.000000 Penalty: 3518.281738
	Iteration 39Q: 3 clusters Score -4687352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -4687357.500000 Penalty: 3518.281738
	Iteration 40F: 3 clusters Score -4687358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -4687362.500000 Penalty: 3518.281738
	Iteration 41Q: 3 clusters Score -4687362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -4687366.000000 Penalty: 3518.281738
	Iteration 42Q: 3 clusters Score -4687366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -4687367.000000 Penalty: 3518.281738
	Iteration 43Q: 3 clusters Score -4687367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -4687376.500000 Penalty: 3518.281738
	Iteration 44Q: 3 clusters Score -4687376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -4687377.000000 Penalty: 3518.281738
	Iteration 45Q: 3 clusters Score -4687377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -4687391.000000 Penalty: 3518.281738
	Iteration 46Q: 3 clusters Score -4687391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -4687394.000000 Penalty: 3518.281738
	Iteration 47Q: 3 clusters Score -4687394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -4687398.500000 Penalty: 3518.281738
	Iteration 48Q: 3 clusters Score -4687398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -4687397.000000 Penalty: 3518.281738
	Iteration 49Q: 3 clusters Score -4687397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -4687397.000000 Penalty: 3518.281738
	Iteration 50Q: 3 clusters Score -4687397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -4687399.500000 Penalty: 3518.281738
	Iteration 51Q: 3 clusters Score -4687400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -4687407.500000 Penalty: 3518.281738
	Iteration 52Q: 3 clusters Score -4687408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -4687411.500000 Penalty: 3518.281738
	Iteration 53Q: 3 clusters Score -4687412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -4687407.500000 Penalty: 3518.281738
	Iteration 54Q: 3 clusters Score -4687408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -4687420.500000 Penalty: 3518.281738
	Iteration 55Q: 3 clusters Score -4687420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -4687422.500000 Penalty: 3518.281738
	Iteration 56Q: 3 clusters Score -4687422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -4687427.000000 Penalty: 3518.281738
	Iteration 57Q: 3 clusters Score -4687427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -4687430.500000 Penalty: 3518.281738
	Iteration 58Q: 3 clusters Score -4687430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -4687433.500000 Penalty: 3518.281738
	Iteration 59Q: 3 clusters Score -4687434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -4687436.500000 Penalty: 3518.281738
	Iteration 60F: 3 clusters Score -4687436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -4687433.500000 Penalty: 3518.281738
	Iteration 61Q: 3 clusters Score -4687434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -4687441.500000 Penalty: 3518.281738
	Iteration 62Q: 3 clusters Score -4687442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -4687443.500000 Penalty: 3518.281738
	Iteration 63Q: 3 clusters Score -4687444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -4687452.000000 Penalty: 3518.281738
	Iteration 64Q: 3 clusters Score -4687452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -4687455.500000 Penalty: 3518.281738
	Iteration 65Q: 3 clusters Score -4687456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -4687459.500000 Penalty: 3518.281738
	Iteration 66Q: 3 clusters Score -4687460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -4687462.500000 Penalty: 3518.281738
	Iteration 67Q: 3 clusters Score -4687462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -4687464.000000 Penalty: 3518.281738
	Iteration 68Q: 3 clusters Score -4687464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -4687467.500000 Penalty: 3518.281738
	Iteration 69Q: 3 clusters Score -4687468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -4687468.000000 Penalty: 3518.281738
	Iteration 70Q: 3 clusters Score -4687468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4687465.000000 Penalty: 3518.281738
	Iteration 71Q: 3 clusters Score -4687465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -4687466.000000 Penalty: 3518.281738
	Iteration 72Q: 3 clusters Score -4687466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -4687466.500000 Penalty: 3518.281738
	Iteration 73Q: 3 clusters Score -4687466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -4687469.500000 Penalty: 3518.281738
	Iteration 74Q: 3 clusters Score -4687470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -4687474.000000 Penalty: 3518.281738
	Iteration 75Q: 3 clusters Score -4687474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -4687474.500000 Penalty: 3518.281738
	Iteration 76Q: 3 clusters Score -4687474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -4687468.500000 Penalty: 3518.281738
	Iteration 77Q: 3 clusters Score -4687468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -4687470.000000 Penalty: 3518.281738
	Iteration 78Q: 3 clusters Score -4687470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -4687468.500000 Penalty: 3518.281738
	Iteration 79Q: 3 clusters Score -4687468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -4687468.500000 Penalty: 3518.281738
	Iteration 80F: 3 clusters Score -4687468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -4687470.000000 Penalty: 3518.281738
	Iteration 81Q: 3 clusters Score -4687470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -4687471.000000 Penalty: 3518.281738
	Iteration 82Q: 3 clusters Score -4687471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -4687467.000000 Penalty: 3518.281738
	Iteration 83Q: 3 clusters Score -4687467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -4687467.000000 Penalty: 3518.281738
	Iteration 84F: 3 clusters Score -4687467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (110905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Entering Unmasked Estep 
Score: -10241294.000000 Penalty: 1887.669800
	Iteration 0F: 2 clusters Score -1.024129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -10166882.000000 Penalty: 3775.339600
	Iteration 0F: 3 clusters Score -1.016688e+07 nChanged 53062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -10198025.000000 Penalty: 3775.339600
	Iteration 1F: 3 clusters Score -1.019802e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -10198892.000000 Penalty: 3775.339600
	Iteration 2Q: 3 clusters Score -1.019889e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -10199894.000000 Penalty: 3775.339600
	Iteration 3Q: 3 clusters Score -1.019989e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -10201441.000000 Penalty: 3775.339600
	Iteration 4Q: 3 clusters Score -1.020144e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -10203868.000000 Penalty: 3775.339600
	Iteration 5Q: 3 clusters Score -1.020387e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -10207846.000000 Penalty: 3775.339600
	Iteration 6F: 3 clusters Score -1.020785e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -10214046.000000 Penalty: 3775.339600
	Iteration 7F: 3 clusters Score -1.021405e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -10222383.000000 Penalty: 3775.339600
	Iteration 8F: 3 clusters Score -1.022238e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -10230182.000000 Penalty: 3775.339600
	Iteration 9F: 3 clusters Score -1.023018e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -10235623.000000 Penalty: 3775.339600
	Iteration 10F: 3 clusters Score -1.023562e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10238141.000000 Penalty: 3775.339600
	Iteration 11Q: 3 clusters Score -1.023814e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10239047.000000 Penalty: 3775.339600
	Iteration 12Q: 3 clusters Score -1.023905e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110222 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10239410.000000 Penalty: 3775.339600
	Iteration 13Q: 3 clusters Score -1.023941e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110405 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10239584.000000 Penalty: 3775.339600
	Iteration 14Q: 3 clusters Score -1.023958e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10239682.000000 Penalty: 3775.339600
	Iteration 15Q: 3 clusters Score -1.023968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10239730.000000 Penalty: 3775.339600
	Iteration 16Q: 3 clusters Score -1.023973e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10239759.000000 Penalty: 3775.339600
	Iteration 17Q: 3 clusters Score -1.023976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10239787.000000 Penalty: 3775.339600
	Iteration 18Q: 3 clusters Score -1.023979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10239809.000000 Penalty: 3775.339600
	Iteration 19Q: 3 clusters Score -1.023981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10239825.000000 Penalty: 3775.339600
	Iteration 20F: 3 clusters Score -1.023982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10239822.000000 Penalty: 3775.339600
	Iteration 21Q: 3 clusters Score -1.023982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10239831.000000 Penalty: 3775.339600
	Iteration 22Q: 3 clusters Score -1.023983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10239837.000000 Penalty: 3775.339600
	Iteration 23Q: 3 clusters Score -1.023984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10239845.000000 Penalty: 3775.339600
	Iteration 24Q: 3 clusters Score -1.023984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10239854.000000 Penalty: 3775.339600
	Iteration 25Q: 3 clusters Score -1.023985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110617 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10239856.000000 Penalty: 3775.339600
	Iteration 26Q: 3 clusters Score -1.023986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10239845.000000 Penalty: 3775.339600
	Iteration 27Q: 3 clusters Score -1.023984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110622 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10239857.000000 Penalty: 3775.339600
	Iteration 28Q: 3 clusters Score -1.023986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110623 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10239858.000000 Penalty: 3775.339600
	Iteration 29Q: 3 clusters Score -1.023986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10239859.000000 Penalty: 3775.339600
	Iteration 30Q: 3 clusters Score -1.023986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110622 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10239855.000000 Penalty: 3775.339600
	Iteration 31Q: 3 clusters Score -1.023986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110622 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10239855.000000 Penalty: 3775.339600
	Iteration 32F: 3 clusters Score -1.023986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Entering Unmasked Estep 
Score: -6141672.000000 Penalty: 1804.450439
	Iteration 0F: 2 clusters Score -6141672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6097351.000000 Penalty: 3608.900879
	Iteration 0F: 3 clusters Score -6097351 nChanged 31400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -6116024.500000 Penalty: 3608.900879
	Iteration 1F: 3 clusters Score -6116024 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -6118434.500000 Penalty: 3608.900879
	Iteration 2F: 3 clusters Score -6118434 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -6123532.500000 Penalty: 3608.900879
	Iteration 3F: 3 clusters Score -6123532 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -6131983.500000 Penalty: 3608.900879
	Iteration 4F: 3 clusters Score -6131984 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -6140616.500000 Penalty: 3608.900879
	Iteration 5F: 3 clusters Score -6140616 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -6145674.500000 Penalty: 3608.900879
	Iteration 6F: 3 clusters Score -6145674 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -6146673.500000 Penalty: 3608.900879
	Iteration 7Q: 3 clusters Score -6146674 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -6146971.000000 Penalty: 3608.900879
	Iteration 8Q: 3 clusters Score -6146971 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -6147070.500000 Penalty: 3608.900879
	Iteration 9Q: 3 clusters Score -6147070 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -6147131.000000 Penalty: 3608.900879
	Iteration 10Q: 3 clusters Score -6147131 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -6147168.500000 Penalty: 3608.900879
	Iteration 11Q: 3 clusters Score -6147168 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -6147211.500000 Penalty: 3608.900879
	Iteration 12Q: 3 clusters Score -6147212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -6147230.500000 Penalty: 3608.900879
	Iteration 13Q: 3 clusters Score -6147230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -6147240.500000 Penalty: 3608.900879
	Iteration 14Q: 3 clusters Score -6147240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -6147241.500000 Penalty: 3608.900879
	Iteration 15Q: 3 clusters Score -6147242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -6147242.500000 Penalty: 3608.900879
	Iteration 16Q: 3 clusters Score -6147242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -6147245.000000 Penalty: 3608.900879
	Iteration 17Q: 3 clusters Score -6147245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -6147259.000000 Penalty: 3608.900879
	Iteration 18Q: 3 clusters Score -6147259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -6147259.000000 Penalty: 3608.900879
	Iteration 19Q: 3 clusters Score -6147259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -6147259.000000 Penalty: 3608.900879
	Iteration 20F: 3 clusters Score -6147259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -6147260.500000 Penalty: 3608.900879
	Iteration 21Q: 3 clusters Score -6147260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -6147257.500000 Penalty: 3608.900879
	Iteration 22Q: 3 clusters Score -6147258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -6147251.500000 Penalty: 3608.900879
	Iteration 23Q: 3 clusters Score -6147252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -6147257.500000 Penalty: 3608.900879
	Iteration 24Q: 3 clusters Score -6147258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -6147262.500000 Penalty: 3608.900879
	Iteration 25Q: 3 clusters Score -6147262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -6147259.500000 Penalty: 3608.900879
	Iteration 26Q: 3 clusters Score -6147260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -6147267.500000 Penalty: 3608.900879
	Iteration 27Q: 3 clusters Score -6147268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -6147262.000000 Penalty: 3608.900879
	Iteration 28Q: 3 clusters Score -6147262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -6147264.000000 Penalty: 3608.900879
	Iteration 29Q: 3 clusters Score -6147264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -6147264.000000 Penalty: 3608.900879
	Iteration 30F: 3 clusters Score -6147264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 7 contains 27772 members 
Mstep: Class 8 contains 50286 members 
Mstep: Class 12 contains 110905 members 
Mstep: Class 16 contains 55012 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 21 contains 266205 members 
Mstep: Class 22 contains 30613 members 
Entering Unmasked Estep 
Score: -54526596.000000 Penalty: 23789.835938
Splitting cluster 16 changes total score from -54520988.000000 to -54526596.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 17 (5435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Entering Unmasked Estep 
Score: -504551.500000 Penalty: 1397.599854
	Iteration 0F: 2 clusters Score -504551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -500295.625000 Penalty: 2795.199707
	Iteration 0F: 3 clusters Score -500295.6 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -501466.031250 Penalty: 2795.199707
	Iteration 1F: 3 clusters Score -501466 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -501616.062500 Penalty: 2795.199707
	Iteration 2F: 3 clusters Score -501616.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -501715.437500 Penalty: 2795.199707
	Iteration 3Q: 3 clusters Score -501715.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -501789.812500 Penalty: 2795.199707
	Iteration 4Q: 3 clusters Score -501789.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -501850.218750 Penalty: 2795.199707
	Iteration 5Q: 3 clusters Score -501850.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -501902.468750 Penalty: 2795.199707
	Iteration 6Q: 3 clusters Score -501902.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -501952.375000 Penalty: 2795.199707
	Iteration 7Q: 3 clusters Score -501952.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -501993.937500 Penalty: 2795.199707
	Iteration 8Q: 3 clusters Score -501993.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -502033.906250 Penalty: 2795.199707
	Iteration 9Q: 3 clusters Score -502033.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -502080.750000 Penalty: 2795.199707
	Iteration 10Q: 3 clusters Score -502080.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -502127.937500 Penalty: 2795.199707
	Iteration 11Q: 3 clusters Score -502127.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -502180.343750 Penalty: 2795.199707
	Iteration 12Q: 3 clusters Score -502180.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -502245.250000 Penalty: 2795.199707
	Iteration 13Q: 3 clusters Score -502245.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -502328.125000 Penalty: 2795.199707
	Iteration 14Q: 3 clusters Score -502328.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -502422.968750 Penalty: 2795.199707
	Iteration 15Q: 3 clusters Score -502423 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -502545.500000 Penalty: 2795.199707
	Iteration 16Q: 3 clusters Score -502545.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -502668.281250 Penalty: 2795.199707
	Iteration 17Q: 3 clusters Score -502668.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -502800.687500 Penalty: 2795.199707
	Iteration 18Q: 3 clusters Score -502800.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -502912.781250 Penalty: 2795.199707
	Iteration 19Q: 3 clusters Score -502912.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -503017.875000 Penalty: 2795.199707
	Iteration 20F: 3 clusters Score -503017.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -503098.312500 Penalty: 2795.199707
	Iteration 21Q: 3 clusters Score -503098.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -503187.312500 Penalty: 2795.199707
	Iteration 22Q: 3 clusters Score -503187.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -503259.781250 Penalty: 2795.199707
	Iteration 23Q: 3 clusters Score -503259.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -503315.281250 Penalty: 2795.199707
	Iteration 24Q: 3 clusters Score -503315.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -503357.125000 Penalty: 2795.199707
	Iteration 25Q: 3 clusters Score -503357.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -503383.343750 Penalty: 2795.199707
	Iteration 26Q: 3 clusters Score -503383.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -503396.437500 Penalty: 2795.199707
	Iteration 27Q: 3 clusters Score -503396.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -503408.250000 Penalty: 2795.199707
	Iteration 28Q: 3 clusters Score -503408.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -503418.718750 Penalty: 2795.199707
	Iteration 29Q: 3 clusters Score -503418.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -503426.937500 Penalty: 2795.199707
	Iteration 30Q: 3 clusters Score -503426.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -503433.875000 Penalty: 2795.199707
	Iteration 31Q: 3 clusters Score -503433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -503437.781250 Penalty: 2795.199707
	Iteration 32Q: 3 clusters Score -503437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -503440.906250 Penalty: 2795.199707
	Iteration 33Q: 3 clusters Score -503440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -503441.281250 Penalty: 2795.199707
	Iteration 34Q: 3 clusters Score -503441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -503441.281250 Penalty: 2795.199707
	Iteration 35F: 3 clusters Score -503441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266205 members 
Entering Unmasked Estep 
Score: -24446154.000000 Penalty: 2029.953491
	Iteration 0F: 2 clusters Score -2.444615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133204 members 
Mstep: Class 2 contains 133001 members 
Entering Unmasked Estep 
Score: -24269624.000000 Penalty: 4059.906982
	Iteration 0F: 3 clusters Score -2.426962e+07 nChanged 129317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136411 members 
Mstep: Class 2 contains 129794 members 
Entering Unmasked Estep 
Score: -24347208.000000 Penalty: 4059.906982
	Iteration 1F: 3 clusters Score -2.434721e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138540 members 
Mstep: Class 2 contains 127665 members 
Entering Unmasked Estep 
Score: -24348728.000000 Penalty: 4059.906982
	Iteration 2Q: 3 clusters Score -2.434873e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141940 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -24350480.000000 Penalty: 4059.906982
	Iteration 3Q: 3 clusters Score -2.435048e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -24353704.000000 Penalty: 4059.906982
	Iteration 4Q: 3 clusters Score -2.43537e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -24359024.000000 Penalty: 4059.906982
	Iteration 5Q: 3 clusters Score -2.435902e+07 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -24367226.000000 Penalty: 4059.906982
	Iteration 6F: 3 clusters Score -2.436723e+07 nChanged 16917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180046 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -24378916.000000 Penalty: 4059.906982
	Iteration 7F: 3 clusters Score -2.437892e+07 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194985 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -24392500.000000 Penalty: 4059.906982
	Iteration 8F: 3 clusters Score -2.43925e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208148 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -24404692.000000 Penalty: 4059.906982
	Iteration 9F: 3 clusters Score -2.440469e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218172 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -24413314.000000 Penalty: 4059.906982
	Iteration 10Q: 3 clusters Score -2.441331e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225883 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -24418770.000000 Penalty: 4059.906982
	Iteration 11Q: 3 clusters Score -2.441877e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232286 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -24422496.000000 Penalty: 4059.906982
	Iteration 12Q: 3 clusters Score -2.44225e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238129 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -24425852.000000 Penalty: 4059.906982
	Iteration 13Q: 3 clusters Score -2.442585e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243471 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -24428718.000000 Penalty: 4059.906982
	Iteration 14Q: 3 clusters Score -2.442872e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248237 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -24431616.000000 Penalty: 4059.906982
	Iteration 15Q: 3 clusters Score -2.443162e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252474 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -24434406.000000 Penalty: 4059.906982
	Iteration 16Q: 3 clusters Score -2.443441e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256090 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -24436792.000000 Penalty: 4059.906982
	Iteration 17Q: 3 clusters Score -2.443679e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259117 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -24438974.000000 Penalty: 4059.906982
	Iteration 18Q: 3 clusters Score -2.443897e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261443 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -24440764.000000 Penalty: 4059.906982
	Iteration 19Q: 3 clusters Score -2.444076e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263225 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -24442080.000000 Penalty: 4059.906982
	Iteration 20F: 3 clusters Score -2.444208e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264411 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -24443032.000000 Penalty: 4059.906982
	Iteration 21Q: 3 clusters Score -2.444303e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265111 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -24443586.000000 Penalty: 4059.906982
	Iteration 22Q: 3 clusters Score -2.444359e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265500 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -24443882.000000 Penalty: 4059.906982
	Iteration 23Q: 3 clusters Score -2.444388e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265711 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -24444104.000000 Penalty: 4059.906982
	Iteration 24Q: 3 clusters Score -2.44441e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265818 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24444198.000000 Penalty: 4059.906982
	Iteration 25Q: 3 clusters Score -2.44442e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265877 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24444254.000000 Penalty: 4059.906982
	Iteration 26Q: 3 clusters Score -2.444425e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265916 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24444288.000000 Penalty: 4059.906982
	Iteration 27Q: 3 clusters Score -2.444429e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265942 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24444332.000000 Penalty: 4059.906982
	Iteration 28Q: 3 clusters Score -2.444433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265960 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24444330.000000 Penalty: 4059.906982
	Iteration 29Q: 3 clusters Score -2.444433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265962 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24444336.000000 Penalty: 4059.906982
	Iteration 30Q: 3 clusters Score -2.444434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265968 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24444352.000000 Penalty: 4059.906982
	Iteration 31Q: 3 clusters Score -2.444435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265969 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24444354.000000 Penalty: 4059.906982
	Iteration 32Q: 3 clusters Score -2.444435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265971 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24444350.000000 Penalty: 4059.906982
	Iteration 33Q: 3 clusters Score -2.444435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265972 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24444362.000000 Penalty: 4059.906982
	Iteration 34Q: 3 clusters Score -2.444436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265972 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24444362.000000 Penalty: 4059.906982
	Iteration 35F: 3 clusters Score -2.444436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Entering Unmasked Estep 
Score: -2869400.500000 Penalty: 1678.491699
	Iteration 0F: 2 clusters Score -2869400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2848731.250000 Penalty: 3356.983398
	Iteration 0F: 3 clusters Score -2848731 nChanged 14072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2856590.750000 Penalty: 3356.983398
	Iteration 1F: 3 clusters Score -2856591 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2857033.750000 Penalty: 3356.983398
	Iteration 2Q: 3 clusters Score -2857034 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2857502.000000 Penalty: 3356.983398
	Iteration 3Q: 3 clusters Score -2857502 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2857941.750000 Penalty: 3356.983398
	Iteration 4Q: 3 clusters Score -2857942 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2858449.750000 Penalty: 3356.983398
	Iteration 5Q: 3 clusters Score -2858450 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2859112.750000 Penalty: 3356.983398
	Iteration 6Q: 3 clusters Score -2859113 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2859914.000000 Penalty: 3356.983398
	Iteration 7Q: 3 clusters Score -2859914 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2860878.000000 Penalty: 3356.983398
	Iteration 8Q: 3 clusters Score -2860878 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2862061.000000 Penalty: 3356.983398
	Iteration 9F: 3 clusters Score -2862061 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2863293.000000 Penalty: 3356.983398
	Iteration 10F: 3 clusters Score -2863293 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2864200.500000 Penalty: 3356.983398
	Iteration 11Q: 3 clusters Score -2864200 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2864810.250000 Penalty: 3356.983398
	Iteration 12Q: 3 clusters Score -2864810 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2865137.250000 Penalty: 3356.983398
	Iteration 13Q: 3 clusters Score -2865137 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2865336.500000 Penalty: 3356.983398
	Iteration 14Q: 3 clusters Score -2865336 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2865483.000000 Penalty: 3356.983398
	Iteration 15Q: 3 clusters Score -2865483 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2865609.750000 Penalty: 3356.983398
	Iteration 16Q: 3 clusters Score -2865610 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2865718.500000 Penalty: 3356.983398
	Iteration 17Q: 3 clusters Score -2865718 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2865830.250000 Penalty: 3356.983398
	Iteration 18Q: 3 clusters Score -2865830 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2865944.000000 Penalty: 3356.983398
	Iteration 19Q: 3 clusters Score -2865944 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2866060.750000 Penalty: 3356.983398
	Iteration 20F: 3 clusters Score -2866061 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2866157.750000 Penalty: 3356.983398
	Iteration 21Q: 3 clusters Score -2866158 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2866265.750000 Penalty: 3356.983398
	Iteration 22Q: 3 clusters Score -2866266 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2866385.750000 Penalty: 3356.983398
	Iteration 23Q: 3 clusters Score -2866386 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2866477.000000 Penalty: 3356.983398
	Iteration 24Q: 3 clusters Score -2866477 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2866557.000000 Penalty: 3356.983398
	Iteration 25Q: 3 clusters Score -2866557 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2866657.750000 Penalty: 3356.983398
	Iteration 26Q: 3 clusters Score -2866658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2866745.750000 Penalty: 3356.983398
	Iteration 27Q: 3 clusters Score -2866746 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2866844.750000 Penalty: 3356.983398
	Iteration 28Q: 3 clusters Score -2866845 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2866961.250000 Penalty: 3356.983398
	Iteration 29Q: 3 clusters Score -2866961 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2867071.250000 Penalty: 3356.983398
	Iteration 30Q: 3 clusters Score -2867071 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2867166.000000 Penalty: 3356.983398
	Iteration 31Q: 3 clusters Score -2867166 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2867248.250000 Penalty: 3356.983398
	Iteration 32Q: 3 clusters Score -2867248 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2867323.000000 Penalty: 3356.983398
	Iteration 33Q: 3 clusters Score -2867323 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2867386.750000 Penalty: 3356.983398
	Iteration 34Q: 3 clusters Score -2867387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2867462.750000 Penalty: 3356.983398
	Iteration 35Q: 3 clusters Score -2867463 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2867537.750000 Penalty: 3356.983398
	Iteration 36Q: 3 clusters Score -2867538 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2867603.250000 Penalty: 3356.983398
	Iteration 37Q: 3 clusters Score -2867603 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2867662.250000 Penalty: 3356.983398
	Iteration 38Q: 3 clusters Score -2867662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2867712.000000 Penalty: 3356.983398
	Iteration 39Q: 3 clusters Score -2867712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2867734.000000 Penalty: 3356.983398
	Iteration 40F: 3 clusters Score -2867734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2867760.000000 Penalty: 3356.983398
	Iteration 41Q: 3 clusters Score -2867760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2867785.750000 Penalty: 3356.983398
	Iteration 42Q: 3 clusters Score -2867786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2867810.000000 Penalty: 3356.983398
	Iteration 43Q: 3 clusters Score -2867810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2867833.250000 Penalty: 3356.983398
	Iteration 44Q: 3 clusters Score -2867833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2867850.250000 Penalty: 3356.983398
	Iteration 45Q: 3 clusters Score -2867850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2867864.000000 Penalty: 3356.983398
	Iteration 46Q: 3 clusters Score -2867864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2867883.750000 Penalty: 3356.983398
	Iteration 47Q: 3 clusters Score -2867884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2867899.500000 Penalty: 3356.983398
	Iteration 48Q: 3 clusters Score -2867900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2867907.750000 Penalty: 3356.983398
	Iteration 49Q: 3 clusters Score -2867908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2867917.250000 Penalty: 3356.983398
	Iteration 50Q: 3 clusters Score -2867917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2867928.000000 Penalty: 3356.983398
	Iteration 51Q: 3 clusters Score -2867928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2867930.500000 Penalty: 3356.983398
	Iteration 52Q: 3 clusters Score -2867930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2867936.000000 Penalty: 3356.983398
	Iteration 53Q: 3 clusters Score -2867936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2867936.250000 Penalty: 3356.983398
	Iteration 54Q: 3 clusters Score -2867936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2867937.000000 Penalty: 3356.983398
	Iteration 55Q: 3 clusters Score -2867937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2867939.750000 Penalty: 3356.983398
	Iteration 56Q: 3 clusters Score -2867940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2867945.500000 Penalty: 3356.983398
	Iteration 57Q: 3 clusters Score -2867946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2867947.500000 Penalty: 3356.983398
	Iteration 58Q: 3 clusters Score -2867948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2867948.750000 Penalty: 3356.983398
	Iteration 59Q: 3 clusters Score -2867949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2867950.000000 Penalty: 3356.983398
	Iteration 60F: 3 clusters Score -2867950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2867948.000000 Penalty: 3356.983398
	Iteration 61Q: 3 clusters Score -2867948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2867948.000000 Penalty: 3356.983398
	Iteration 62F: 3 clusters Score -2867948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 7 contains 27772 members 
Mstep: Class 8 contains 50286 members 
Mstep: Class 12 contains 110905 members 
Mstep: Class 16 contains 55012 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 21 contains 266205 members 
Mstep: Class 22 contains 30613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530632.000000 Penalty: 23789.835938
Iteration 79Q: 12 clusters Score -5.453063e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 5786 members 
Mstep: Class 3 contains 9998 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 7 contains 27769 members 
Mstep: Class 8 contains 50135 members 
Mstep: Class 12 contains 109570 members 
Mstep: Class 16 contains 53840 members 
Mstep: Class 17 contains 4935 members 
Mstep: Class 21 contains 271724 members 
Mstep: Class 22 contains 30070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54533168.000000 Penalty: 23789.835938
Iteration 80F: 12 clusters Score -5.453317e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 5813 members 
Mstep: Class 3 contains 9400 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 7 contains 27652 members 
Mstep: Class 8 contains 49948 members 
Mstep: Class 12 contains 108045 members 
Mstep: Class 16 contains 52771 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 21 contains 276740 members 
Mstep: Class 22 contains 29530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54534280.000000 Penalty: 23789.835938
Iteration 81Q: 12 clusters Score -5.453428e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 5845 members 
Mstep: Class 3 contains 8794 members 
Mstep: Class 4 contains 1323 members 
Mstep: Class 7 contains 27455 members 
Mstep: Class 8 contains 49764 members 
Mstep: Class 12 contains 106596 members 
Mstep: Class 16 contains 51855 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 21 contains 281520 members 
Mstep: Class 22 contains 28972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535088.000000 Penalty: 23789.835938
Iteration 82Q: 12 clusters Score -5.453509e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 5859 members 
Mstep: Class 3 contains 8262 members 
Mstep: Class 4 contains 1323 members 
Mstep: Class 7 contains 27259 members 
Mstep: Class 8 contains 49590 members 
Mstep: Class 12 contains 105256 members 
Mstep: Class 16 contains 51060 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 21 contains 285919 members 
Mstep: Class 22 contains 28457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535668.000000 Penalty: 23789.835938
Iteration 83Q: 12 clusters Score -5.453567e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 5868 members 
Mstep: Class 3 contains 7778 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 7 contains 27145 members 
Mstep: Class 8 contains 49326 members 
Mstep: Class 12 contains 103803 members 
Mstep: Class 16 contains 50298 members 
Mstep: Class 17 contains 3194 members 
Mstep: Class 21 contains 290323 members 
Mstep: Class 22 contains 27853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536420.000000 Penalty: 23789.835938
Iteration 84Q: 12 clusters Score -5.453642e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 1323 members 
Mstep: Class 7 contains 27104 members 
Mstep: Class 8 contains 48756 members 
Mstep: Class 12 contains 102247 members 
Mstep: Class 16 contains 49483 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 21 contains 295171 members 
Mstep: Class 22 contains 27065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536412.000000 Penalty: 23789.835938
Iteration 85Q: 12 clusters Score -5.453641e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 5882 members 
Mstep: Class 3 contains 7154 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 48055 members 
Mstep: Class 12 contains 100743 members 
Mstep: Class 16 contains 48647 members 
Mstep: Class 17 contains 2471 members 
Mstep: Class 21 contains 300136 members 
Mstep: Class 22 contains 26038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535600.000000 Penalty: 23789.835938
Iteration 86Q: 12 clusters Score -5.45356e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 5896 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 7 contains 27162 members 
Mstep: Class 8 contains 47080 members 
Mstep: Class 12 contains 99458 members 
Mstep: Class 16 contains 47759 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 21 contains 305150 members 
Mstep: Class 22 contains 24815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54534724.000000 Penalty: 23789.835938
Iteration 87Q: 12 clusters Score -5.453472e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 7 contains 27207 members 
Mstep: Class 8 contains 45859 members 
Mstep: Class 12 contains 98444 members 
Mstep: Class 16 contains 46726 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 21 contains 310092 members 
Mstep: Class 22 contains 23491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1941.287354 but Gain 2162.712891
Score: -54534128.000000 Penalty: 21627.123047
Iteration 88Q: 11 clusters Score -5.453413e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 7 contains 27245 members 
Mstep: Class 8 contains 44495 members 
Mstep: Class 12 contains 97864 members 
Mstep: Class 16 contains 45756 members 
Mstep: Class 21 contains 315936 members 
Mstep: Class 22 contains 22126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54533884.000000 Penalty: 21627.123047
Iteration 89Q: 11 clusters Score -5.453388e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 1308 members 
Mstep: Class 7 contains 27227 members 
Mstep: Class 8 contains 42724 members 
Mstep: Class 12 contains 97294 members 
Mstep: Class 16 contains 44614 members 
Mstep: Class 21 contains 320373 members 
Mstep: Class 22 contains 20721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531976.000000 Penalty: 21627.123047
Iteration 90Q: 11 clusters Score -5.453198e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 5944 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 7 contains 27218 members 
Mstep: Class 8 contains 40974 members 
Mstep: Class 12 contains 97108 members 
Mstep: Class 16 contains 43672 members 
Mstep: Class 21 contains 323844 members 
Mstep: Class 22 contains 19430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530116.000000 Penalty: 21627.123047
Iteration 91Q: 11 clusters Score -5.453012e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 7 contains 27211 members 
Mstep: Class 8 contains 39286 members 
Mstep: Class 12 contains 97222 members 
Mstep: Class 16 contains 42870 members 
Mstep: Class 21 contains 326549 members 
Mstep: Class 22 contains 18277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528256.000000 Penalty: 21627.123047
Iteration 92Q: 11 clusters Score -5.452826e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 7981 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 7 contains 27197 members 
Mstep: Class 8 contains 37741 members 
Mstep: Class 12 contains 97497 members 
Mstep: Class 16 contains 42182 members 
Mstep: Class 21 contains 328529 members 
Mstep: Class 22 contains 17329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526796.000000 Penalty: 21627.123047
Iteration 93Q: 11 clusters Score -5.45268e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 7 contains 27171 members 
Mstep: Class 8 contains 36318 members 
Mstep: Class 12 contains 97963 members 
Mstep: Class 16 contains 41580 members 
Mstep: Class 21 contains 329924 members 
Mstep: Class 22 contains 16491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525196.000000 Penalty: 21627.123047
Iteration 94Q: 11 clusters Score -5.45252e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 7 contains 27129 members 
Mstep: Class 8 contains 35048 members 
Mstep: Class 12 contains 98573 members 
Mstep: Class 16 contains 41069 members 
Mstep: Class 21 contains 330704 members 
Mstep: Class 22 contains 15831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523944.000000 Penalty: 21627.123047
Iteration 95Q: 11 clusters Score -5.452394e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 9408 members 
Mstep: Class 4 contains 1280 members 
Mstep: Class 7 contains 27078 members 
Mstep: Class 8 contains 33956 members 
Mstep: Class 12 contains 99322 members 
Mstep: Class 16 contains 40632 members 
Mstep: Class 21 contains 331057 members 
Mstep: Class 22 contains 15282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522860.000000 Penalty: 21627.123047
Iteration 96Q: 11 clusters Score -5.452286e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 1280 members 
Mstep: Class 7 contains 27027 members 
Mstep: Class 8 contains 33103 members 
Mstep: Class 12 contains 100120 members 
Mstep: Class 16 contains 40265 members 
Mstep: Class 21 contains 330960 members 
Mstep: Class 22 contains 14867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522152.000000 Penalty: 21627.123047
Iteration 97Q: 11 clusters Score -5.452215e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 7 contains 26982 members 
Mstep: Class 8 contains 32408 members 
Mstep: Class 12 contains 100913 members 
Mstep: Class 16 contains 39983 members 
Mstep: Class 21 contains 330509 members 
Mstep: Class 22 contains 14578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521968.000000 Penalty: 21627.123047
Iteration 98Q: 11 clusters Score -5.452197e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 5934 members 
Mstep: Class 3 contains 10766 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 7 contains 26945 members 
Mstep: Class 8 contains 31827 members 
Mstep: Class 12 contains 101650 members 
Mstep: Class 16 contains 39764 members 
Mstep: Class 21 contains 329959 members 
Mstep: Class 22 contains 14371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521588.000000 Penalty: 21627.123047
Iteration 99Q: 11 clusters Score -5.452159e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 5929 members 
Mstep: Class 3 contains 11175 members 
Mstep: Class 4 contains 1261 members 
Mstep: Class 7 contains 26893 members 
Mstep: Class 8 contains 31309 members 
Mstep: Class 12 contains 102339 members 
Mstep: Class 16 contains 39612 members 
Mstep: Class 21 contains 329386 members 
Mstep: Class 22 contains 14187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521508.000000 Penalty: 21627.123047
Iteration 100F: 11 clusters Score -5.452151e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 11571 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 7 contains 26856 members 
Mstep: Class 8 contains 30911 members 
Mstep: Class 12 contains 102950 members 
Mstep: Class 16 contains 39500 members 
Mstep: Class 21 contains 328729 members 
Mstep: Class 22 contains 14065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521728.000000 Penalty: 21627.123047
Iteration 101Q: 11 clusters Score -5.452173e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 11891 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 7 contains 26798 members 
Mstep: Class 8 contains 30541 members 
Mstep: Class 12 contains 103471 members 
Mstep: Class 16 contains 39415 members 
Mstep: Class 21 contains 328221 members 
Mstep: Class 22 contains 13985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521776.000000 Penalty: 21627.123047
Iteration 102Q: 11 clusters Score -5.452178e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 5902 members 
Mstep: Class 3 contains 12178 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 7 contains 26746 members 
Mstep: Class 8 contains 30238 members 
Mstep: Class 12 contains 103940 members 
Mstep: Class 16 contains 39359 members 
Mstep: Class 21 contains 327703 members 
Mstep: Class 22 contains 13930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521940.000000 Penalty: 21627.123047
Iteration 103Q: 11 clusters Score -5.452194e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 3 contains 12413 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 7 contains 26694 members 
Mstep: Class 8 contains 29979 members 
Mstep: Class 12 contains 104363 members 
Mstep: Class 16 contains 39322 members 
Mstep: Class 21 contains 327270 members 
Mstep: Class 22 contains 13890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521900.000000 Penalty: 21627.123047
Iteration 104Q: 11 clusters Score -5.45219e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 5882 members 
Mstep: Class 3 contains 12601 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 7 contains 26636 members 
Mstep: Class 8 contains 29746 members 
Mstep: Class 12 contains 104758 members 
Mstep: Class 16 contains 39287 members 
Mstep: Class 21 contains 326922 members 
Mstep: Class 22 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521960.000000 Penalty: 21627.123047
Iteration 105Q: 11 clusters Score -5.452196e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 29554 members 
Mstep: Class 12 contains 105122 members 
Mstep: Class 16 contains 39260 members 
Mstep: Class 21 contains 326545 members 
Mstep: Class 22 contains 13847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522048.000000 Penalty: 21627.123047
Iteration 106Q: 11 clusters Score -5.452205e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 29394 members 
Mstep: Class 12 contains 105451 members 
Mstep: Class 16 contains 39238 members 
Mstep: Class 21 contains 326185 members 
Mstep: Class 22 contains 13842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522168.000000 Penalty: 21627.123047
Iteration 107Q: 11 clusters Score -5.452217e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 5874 members 
Mstep: Class 3 contains 13042 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 7 contains 26478 members 
Mstep: Class 8 contains 29269 members 
Mstep: Class 12 contains 105710 members 
Mstep: Class 16 contains 39233 members 
Mstep: Class 21 contains 325912 members 
Mstep: Class 22 contains 13834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522268.000000 Penalty: 21627.123047
Iteration 108Q: 11 clusters Score -5.452227e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 5868 members 
Mstep: Class 3 contains 13137 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 7 contains 26447 members 
Mstep: Class 8 contains 29167 members 
Mstep: Class 12 contains 105906 members 
Mstep: Class 16 contains 39225 members 
Mstep: Class 21 contains 325694 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522448.000000 Penalty: 21627.123047
Iteration 109Q: 11 clusters Score -5.452245e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 5868 members 
Mstep: Class 3 contains 13232 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26404 members 
Mstep: Class 8 contains 29084 members 
Mstep: Class 12 contains 106076 members 
Mstep: Class 16 contains 39221 members 
Mstep: Class 21 contains 325511 members 
Mstep: Class 22 contains 13838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522416.000000 Penalty: 21627.123047
Iteration 110Q: 11 clusters Score -5.452242e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 7 contains 26382 members 
Mstep: Class 8 contains 29002 members 
Mstep: Class 12 contains 106200 members 
Mstep: Class 16 contains 39219 members 
Mstep: Class 21 contains 325352 members 
Mstep: Class 22 contains 13845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522516.000000 Penalty: 21627.123047
Iteration 111Q: 11 clusters Score -5.452252e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 13386 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 8 contains 28944 members 
Mstep: Class 12 contains 106307 members 
Mstep: Class 16 contains 39222 members 
Mstep: Class 21 contains 325193 members 
Mstep: Class 22 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522500.000000 Penalty: 21627.123047
Iteration 112Q: 11 clusters Score -5.45225e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26343 members 
Mstep: Class 8 contains 28895 members 
Mstep: Class 12 contains 106405 members 
Mstep: Class 16 contains 39223 members 
Mstep: Class 21 contains 325045 members 
Mstep: Class 22 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522460.000000 Penalty: 21627.123047
Iteration 113Q: 11 clusters Score -5.452246e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 5861 members 
Mstep: Class 3 contains 13509 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26332 members 
Mstep: Class 8 contains 28846 members 
Mstep: Class 12 contains 106473 members 
Mstep: Class 16 contains 39221 members 
Mstep: Class 21 contains 324951 members 
Mstep: Class 22 contains 13876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522508.000000 Penalty: 21627.123047
Iteration 114Q: 11 clusters Score -5.452251e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 13573 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26322 members 
Mstep: Class 8 contains 28814 members 
Mstep: Class 12 contains 106517 members 
Mstep: Class 16 contains 39222 members 
Mstep: Class 21 contains 324854 members 
Mstep: Class 22 contains 13881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522568.000000 Penalty: 21627.123047
Iteration 115Q: 11 clusters Score -5.452257e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 3 contains 13625 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 28782 members 
Mstep: Class 12 contains 106558 members 
Mstep: Class 16 contains 39228 members 
Mstep: Class 21 contains 324779 members 
Mstep: Class 22 contains 13887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522620.000000 Penalty: 21627.123047
Iteration 116Q: 11 clusters Score -5.452262e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 5850 members 
Mstep: Class 3 contains 13658 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26311 members 
Mstep: Class 8 contains 28752 members 
Mstep: Class 12 contains 106598 members 
Mstep: Class 16 contains 39230 members 
Mstep: Class 21 contains 324725 members 
Mstep: Class 22 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522632.000000 Penalty: 21627.123047
Iteration 117Q: 11 clusters Score -5.452263e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 5849 members 
Mstep: Class 3 contains 13686 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26308 members 
Mstep: Class 8 contains 28723 members 
Mstep: Class 12 contains 106633 members 
Mstep: Class 16 contains 39230 members 
Mstep: Class 21 contains 324683 members 
Mstep: Class 22 contains 13906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522604.000000 Penalty: 21627.123047
Iteration 118Q: 11 clusters Score -5.45226e+07 nChanged 120
Entering ConstructFrom: 
Score: -54522604.000000 Penalty: 21627.123047
Entering ConstructFrom: 
Trying to split cluster 1 (42346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Entering Unmasked Estep 
Score: -3952031.250000 Penalty: 1731.214722
	Iteration 0F: 2 clusters Score -3952031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3923922.000000 Penalty: 3462.429443
	Iteration 0F: 3 clusters Score -3923922 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3934703.000000 Penalty: 3462.429443
	Iteration 1F: 3 clusters Score -3934703 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3935129.500000 Penalty: 3462.429443
	Iteration 2Q: 3 clusters Score -3935130 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3935593.250000 Penalty: 3462.429443
	Iteration 3Q: 3 clusters Score -3935593 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3936105.750000 Penalty: 3462.429443
	Iteration 4Q: 3 clusters Score -3936106 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3936791.000000 Penalty: 3462.429443
	Iteration 5Q: 3 clusters Score -3936791 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3937642.000000 Penalty: 3462.429443
	Iteration 6Q: 3 clusters Score -3937642 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3938685.250000 Penalty: 3462.429443
	Iteration 7Q: 3 clusters Score -3938685 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3940040.750000 Penalty: 3462.429443
	Iteration 8F: 3 clusters Score -3940041 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3941620.500000 Penalty: 3462.429443
	Iteration 9F: 3 clusters Score -3941620 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3942997.250000 Penalty: 3462.429443
	Iteration 10F: 3 clusters Score -3942997 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3943899.750000 Penalty: 3462.429443
	Iteration 11Q: 3 clusters Score -3943900 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3944366.000000 Penalty: 3462.429443
	Iteration 12Q: 3 clusters Score -3944366 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3944590.000000 Penalty: 3462.429443
	Iteration 13Q: 3 clusters Score -3944590 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3944731.000000 Penalty: 3462.429443
	Iteration 14Q: 3 clusters Score -3944731 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3944822.000000 Penalty: 3462.429443
	Iteration 15Q: 3 clusters Score -3944822 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3944908.500000 Penalty: 3462.429443
	Iteration 16Q: 3 clusters Score -3944908 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3944980.500000 Penalty: 3462.429443
	Iteration 17Q: 3 clusters Score -3944980 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3945060.750000 Penalty: 3462.429443
	Iteration 18Q: 3 clusters Score -3945061 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3945110.000000 Penalty: 3462.429443
	Iteration 19Q: 3 clusters Score -3945110 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3945194.500000 Penalty: 3462.429443
	Iteration 20F: 3 clusters Score -3945194 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3945290.250000 Penalty: 3462.429443
	Iteration 21Q: 3 clusters Score -3945290 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3945352.000000 Penalty: 3462.429443
	Iteration 22Q: 3 clusters Score -3945352 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3945427.250000 Penalty: 3462.429443
	Iteration 23Q: 3 clusters Score -3945427 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3945474.750000 Penalty: 3462.429443
	Iteration 24Q: 3 clusters Score -3945475 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3945548.750000 Penalty: 3462.429443
	Iteration 25Q: 3 clusters Score -3945549 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3945596.500000 Penalty: 3462.429443
	Iteration 26Q: 3 clusters Score -3945596 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3945676.000000 Penalty: 3462.429443
	Iteration 27Q: 3 clusters Score -3945676 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3945750.750000 Penalty: 3462.429443
	Iteration 28Q: 3 clusters Score -3945751 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3945820.500000 Penalty: 3462.429443
	Iteration 29Q: 3 clusters Score -3945820 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3945891.500000 Penalty: 3462.429443
	Iteration 30Q: 3 clusters Score -3945892 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3945927.750000 Penalty: 3462.429443
	Iteration 31Q: 3 clusters Score -3945928 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3945998.500000 Penalty: 3462.429443
	Iteration 32Q: 3 clusters Score -3945998 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3946046.500000 Penalty: 3462.429443
	Iteration 33Q: 3 clusters Score -3946046 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3946101.250000 Penalty: 3462.429443
	Iteration 34Q: 3 clusters Score -3946101 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3946184.000000 Penalty: 3462.429443
	Iteration 35Q: 3 clusters Score -3946184 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3946275.250000 Penalty: 3462.429443
	Iteration 36Q: 3 clusters Score -3946275 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3946354.000000 Penalty: 3462.429443
	Iteration 37Q: 3 clusters Score -3946354 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3946430.750000 Penalty: 3462.429443
	Iteration 38Q: 3 clusters Score -3946431 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3946511.750000 Penalty: 3462.429443
	Iteration 39Q: 3 clusters Score -3946512 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3946605.750000 Penalty: 3462.429443
	Iteration 40F: 3 clusters Score -3946606 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3946667.750000 Penalty: 3462.429443
	Iteration 41Q: 3 clusters Score -3946668 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3946758.250000 Penalty: 3462.429443
	Iteration 42Q: 3 clusters Score -3946758 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3946835.250000 Penalty: 3462.429443
	Iteration 43Q: 3 clusters Score -3946835 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3946929.750000 Penalty: 3462.429443
	Iteration 44Q: 3 clusters Score -3946930 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3946986.000000 Penalty: 3462.429443
	Iteration 45Q: 3 clusters Score -3946986 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3947061.750000 Penalty: 3462.429443
	Iteration 46Q: 3 clusters Score -3947062 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3947154.000000 Penalty: 3462.429443
	Iteration 47Q: 3 clusters Score -3947154 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3947233.000000 Penalty: 3462.429443
	Iteration 48Q: 3 clusters Score -3947233 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3947322.250000 Penalty: 3462.429443
	Iteration 49Q: 3 clusters Score -3947322 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3947417.250000 Penalty: 3462.429443
	Iteration 50Q: 3 clusters Score -3947417 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3947531.000000 Penalty: 3462.429443
	Iteration 51Q: 3 clusters Score -3947531 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3947607.750000 Penalty: 3462.429443
	Iteration 52Q: 3 clusters Score -3947608 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3947698.000000 Penalty: 3462.429443
	Iteration 53Q: 3 clusters Score -3947698 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3947756.500000 Penalty: 3462.429443
	Iteration 54Q: 3 clusters Score -3947756 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3947827.500000 Penalty: 3462.429443
	Iteration 55Q: 3 clusters Score -3947828 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3947894.250000 Penalty: 3462.429443
	Iteration 56Q: 3 clusters Score -3947894 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3947973.500000 Penalty: 3462.429443
	Iteration 57Q: 3 clusters Score -3947974 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3948051.000000 Penalty: 3462.429443
	Iteration 58Q: 3 clusters Score -3948051 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3948089.750000 Penalty: 3462.429443
	Iteration 59Q: 3 clusters Score -3948090 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3948168.750000 Penalty: 3462.429443
	Iteration 60F: 3 clusters Score -3948169 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3948240.500000 Penalty: 3462.429443
	Iteration 61Q: 3 clusters Score -3948240 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3948308.750000 Penalty: 3462.429443
	Iteration 62Q: 3 clusters Score -3948309 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3948376.750000 Penalty: 3462.429443
	Iteration 63Q: 3 clusters Score -3948377 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3948453.250000 Penalty: 3462.429443
	Iteration 64Q: 3 clusters Score -3948453 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3948505.500000 Penalty: 3462.429443
	Iteration 65Q: 3 clusters Score -3948506 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3948591.000000 Penalty: 3462.429443
	Iteration 66Q: 3 clusters Score -3948591 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3948684.250000 Penalty: 3462.429443
	Iteration 67Q: 3 clusters Score -3948684 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3948749.500000 Penalty: 3462.429443
	Iteration 68Q: 3 clusters Score -3948750 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3948836.750000 Penalty: 3462.429443
	Iteration 69Q: 3 clusters Score -3948837 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3948936.750000 Penalty: 3462.429443
	Iteration 70Q: 3 clusters Score -3948937 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3949026.750000 Penalty: 3462.429443
	Iteration 71Q: 3 clusters Score -3949027 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3949097.250000 Penalty: 3462.429443
	Iteration 72Q: 3 clusters Score -3949097 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3949146.000000 Penalty: 3462.429443
	Iteration 73Q: 3 clusters Score -3949146 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3949214.750000 Penalty: 3462.429443
	Iteration 74Q: 3 clusters Score -3949215 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3949275.000000 Penalty: 3462.429443
	Iteration 75Q: 3 clusters Score -3949275 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3949329.000000 Penalty: 3462.429443
	Iteration 76Q: 3 clusters Score -3949329 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3949407.000000 Penalty: 3462.429443
	Iteration 77Q: 3 clusters Score -3949407 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3949464.750000 Penalty: 3462.429443
	Iteration 78Q: 3 clusters Score -3949465 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3949555.250000 Penalty: 3462.429443
	Iteration 79Q: 3 clusters Score -3949555 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3949629.250000 Penalty: 3462.429443
	Iteration 80F: 3 clusters Score -3949629 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3949734.500000 Penalty: 3462.429443
	Iteration 81Q: 3 clusters Score -3949734 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3949832.750000 Penalty: 3462.429443
	Iteration 82Q: 3 clusters Score -3949833 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3949897.500000 Penalty: 3462.429443
	Iteration 83Q: 3 clusters Score -3949898 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3949961.750000 Penalty: 3462.429443
	Iteration 84Q: 3 clusters Score -3949962 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3950019.500000 Penalty: 3462.429443
	Iteration 85Q: 3 clusters Score -3950020 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3950070.500000 Penalty: 3462.429443
	Iteration 86Q: 3 clusters Score -3950070 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3950132.500000 Penalty: 3462.429443
	Iteration 87Q: 3 clusters Score -3950132 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3950200.250000 Penalty: 3462.429443
	Iteration 88Q: 3 clusters Score -3950200 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3950275.250000 Penalty: 3462.429443
	Iteration 89Q: 3 clusters Score -3950275 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3950339.000000 Penalty: 3462.429443
	Iteration 90Q: 3 clusters Score -3950339 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3950398.000000 Penalty: 3462.429443
	Iteration 91Q: 3 clusters Score -3950398 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3950438.750000 Penalty: 3462.429443
	Iteration 92Q: 3 clusters Score -3950439 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3950473.750000 Penalty: 3462.429443
	Iteration 93Q: 3 clusters Score -3950474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3950512.000000 Penalty: 3462.429443
	Iteration 94Q: 3 clusters Score -3950512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3950557.000000 Penalty: 3462.429443
	Iteration 95Q: 3 clusters Score -3950557 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3950573.750000 Penalty: 3462.429443
	Iteration 96Q: 3 clusters Score -3950574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3950601.000000 Penalty: 3462.429443
	Iteration 97Q: 3 clusters Score -3950601 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3950618.750000 Penalty: 3462.429443
	Iteration 98Q: 3 clusters Score -3950619 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3950637.500000 Penalty: 3462.429443
	Iteration 99Q: 3 clusters Score -3950638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3950643.500000 Penalty: 3462.429443
	Iteration 100F: 3 clusters Score -3950644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3950650.000000 Penalty: 3462.429443
	Iteration 101Q: 3 clusters Score -3950650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3950660.500000 Penalty: 3462.429443
	Iteration 102Q: 3 clusters Score -3950660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3950665.750000 Penalty: 3462.429443
	Iteration 103Q: 3 clusters Score -3950666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3950657.750000 Penalty: 3462.429443
	Iteration 104Q: 3 clusters Score -3950658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3950669.500000 Penalty: 3462.429443
	Iteration 105Q: 3 clusters Score -3950670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3950678.500000 Penalty: 3462.429443
	Iteration 106Q: 3 clusters Score -3950678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3950681.500000 Penalty: 3462.429443
	Iteration 107Q: 3 clusters Score -3950682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3950702.750000 Penalty: 3462.429443
	Iteration 108Q: 3 clusters Score -3950703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3950695.500000 Penalty: 3462.429443
	Iteration 109Q: 3 clusters Score -3950696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3950703.500000 Penalty: 3462.429443
	Iteration 110Q: 3 clusters Score -3950704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3950715.500000 Penalty: 3462.429443
	Iteration 111Q: 3 clusters Score -3950716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3950717.000000 Penalty: 3462.429443
	Iteration 112Q: 3 clusters Score -3950717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3950715.000000 Penalty: 3462.429443
	Iteration 113Q: 3 clusters Score -3950715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3950719.250000 Penalty: 3462.429443
	Iteration 114Q: 3 clusters Score -3950719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3950723.500000 Penalty: 3462.429443
	Iteration 115Q: 3 clusters Score -3950724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3950729.750000 Penalty: 3462.429443
	Iteration 116Q: 3 clusters Score -3950730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3950732.000000 Penalty: 3462.429443
	Iteration 117Q: 3 clusters Score -3950732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3950726.500000 Penalty: 3462.429443
	Iteration 118Q: 3 clusters Score -3950726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3950730.750000 Penalty: 3462.429443
	Iteration 119Q: 3 clusters Score -3950731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3950732.750000 Penalty: 3462.429443
	Iteration 120F: 3 clusters Score -3950733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3950733.000000 Penalty: 3462.429443
	Iteration 121Q: 3 clusters Score -3950733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3950740.500000 Penalty: 3462.429443
	Iteration 122Q: 3 clusters Score -3950740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3950745.250000 Penalty: 3462.429443
	Iteration 123Q: 3 clusters Score -3950745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3950743.250000 Penalty: 3462.429443
	Iteration 124Q: 3 clusters Score -3950743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3950745.000000 Penalty: 3462.429443
	Iteration 125Q: 3 clusters Score -3950745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3950745.750000 Penalty: 3462.429443
	Iteration 126Q: 3 clusters Score -3950746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3950745.500000 Penalty: 3462.429443
	Iteration 127Q: 3 clusters Score -3950746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3950746.250000 Penalty: 3462.429443
	Iteration 128Q: 3 clusters Score -3950746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3950744.000000 Penalty: 3462.429443
	Iteration 129Q: 3 clusters Score -3950744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3950747.500000 Penalty: 3462.429443
	Iteration 130Q: 3 clusters Score -3950748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3950745.750000 Penalty: 3462.429443
	Iteration 131Q: 3 clusters Score -3950746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3950754.250000 Penalty: 3462.429443
	Iteration 132Q: 3 clusters Score -3950754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3950753.500000 Penalty: 3462.429443
	Iteration 133Q: 3 clusters Score -3950754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3950755.000000 Penalty: 3462.429443
	Iteration 134Q: 3 clusters Score -3950755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3950758.750000 Penalty: 3462.429443
	Iteration 135Q: 3 clusters Score -3950759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3950756.000000 Penalty: 3462.429443
	Iteration 136Q: 3 clusters Score -3950756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3950754.750000 Penalty: 3462.429443
	Iteration 137Q: 3 clusters Score -3950755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3950755.000000 Penalty: 3462.429443
	Iteration 138Q: 3 clusters Score -3950755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3950750.500000 Penalty: 3462.429443
	Iteration 139Q: 3 clusters Score -3950750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3950756.750000 Penalty: 3462.429443
	Iteration 140F: 3 clusters Score -3950757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3950756.750000 Penalty: 3462.429443
	Iteration 141Q: 3 clusters Score -3950757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3950757.500000 Penalty: 3462.429443
	Iteration 142Q: 3 clusters Score -3950758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3950757.250000 Penalty: 3462.429443
	Iteration 143Q: 3 clusters Score -3950757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3950757.000000 Penalty: 3462.429443
	Iteration 144Q: 3 clusters Score -3950757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3950757.000000 Penalty: 3462.429443
	Iteration 145F: 3 clusters Score -3950757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -514042.781250 Penalty: 1409.473633
	Iteration 0F: 2 clusters Score -514042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -509553.750000 Penalty: 2818.947266
	Iteration 0F: 3 clusters Score -509553.8 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -510888.781250 Penalty: 2818.947266
	Iteration 1F: 3 clusters Score -510888.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -511112.031250 Penalty: 2818.947266
	Iteration 2F: 3 clusters Score -511112 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -511297.187500 Penalty: 2818.947266
	Iteration 3F: 3 clusters Score -511297.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -511478.843750 Penalty: 2818.947266
	Iteration 4Q: 3 clusters Score -511478.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -511659.062500 Penalty: 2818.947266
	Iteration 5Q: 3 clusters Score -511659.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -511860.906250 Penalty: 2818.947266
	Iteration 6Q: 3 clusters Score -511860.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -512052.312500 Penalty: 2818.947266
	Iteration 7Q: 3 clusters Score -512052.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -512220.218750 Penalty: 2818.947266
	Iteration 8Q: 3 clusters Score -512220.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -512366.625000 Penalty: 2818.947266
	Iteration 9Q: 3 clusters Score -512366.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -512498.375000 Penalty: 2818.947266
	Iteration 10Q: 3 clusters Score -512498.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -512610.750000 Penalty: 2818.947266
	Iteration 11Q: 3 clusters Score -512610.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -512692.218750 Penalty: 2818.947266
	Iteration 12Q: 3 clusters Score -512692.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -512755.718750 Penalty: 2818.947266
	Iteration 13Q: 3 clusters Score -512755.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -512803.218750 Penalty: 2818.947266
	Iteration 14Q: 3 clusters Score -512803.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -512840.125000 Penalty: 2818.947266
	Iteration 15Q: 3 clusters Score -512840.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -512862.343750 Penalty: 2818.947266
	Iteration 16Q: 3 clusters Score -512862.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -512880.437500 Penalty: 2818.947266
	Iteration 17Q: 3 clusters Score -512880.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -512893.812500 Penalty: 2818.947266
	Iteration 18Q: 3 clusters Score -512893.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -512906.937500 Penalty: 2818.947266
	Iteration 19Q: 3 clusters Score -512906.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -512920.312500 Penalty: 2818.947266
	Iteration 20F: 3 clusters Score -512920.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -512931.687500 Penalty: 2818.947266
	Iteration 21Q: 3 clusters Score -512931.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -512944.843750 Penalty: 2818.947266
	Iteration 22Q: 3 clusters Score -512944.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -512955.312500 Penalty: 2818.947266
	Iteration 23Q: 3 clusters Score -512955.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -512967.187500 Penalty: 2818.947266
	Iteration 24Q: 3 clusters Score -512967.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -512975.000000 Penalty: 2818.947266
	Iteration 25Q: 3 clusters Score -512975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -512982.687500 Penalty: 2818.947266
	Iteration 26Q: 3 clusters Score -512982.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -512990.156250 Penalty: 2818.947266
	Iteration 27Q: 3 clusters Score -512990.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -512999.312500 Penalty: 2818.947266
	Iteration 28Q: 3 clusters Score -512999.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -513007.187500 Penalty: 2818.947266
	Iteration 29Q: 3 clusters Score -513007.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -513017.625000 Penalty: 2818.947266
	Iteration 30Q: 3 clusters Score -513017.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -513026.468750 Penalty: 2818.947266
	Iteration 31Q: 3 clusters Score -513026.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -513035.468750 Penalty: 2818.947266
	Iteration 32Q: 3 clusters Score -513035.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -513044.156250 Penalty: 2818.947266
	Iteration 33Q: 3 clusters Score -513044.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -513052.062500 Penalty: 2818.947266
	Iteration 34Q: 3 clusters Score -513052.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -513059.187500 Penalty: 2818.947266
	Iteration 35Q: 3 clusters Score -513059.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -513066.937500 Penalty: 2818.947266
	Iteration 36Q: 3 clusters Score -513066.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -513073.875000 Penalty: 2818.947266
	Iteration 37Q: 3 clusters Score -513073.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -513082.062500 Penalty: 2818.947266
	Iteration 38Q: 3 clusters Score -513082.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -513088.187500 Penalty: 2818.947266
	Iteration 39Q: 3 clusters Score -513088.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -513097.593750 Penalty: 2818.947266
	Iteration 40F: 3 clusters Score -513097.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -513104.531250 Penalty: 2818.947266
	Iteration 41Q: 3 clusters Score -513104.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -513114.406250 Penalty: 2818.947266
	Iteration 42Q: 3 clusters Score -513114.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -513123.125000 Penalty: 2818.947266
	Iteration 43Q: 3 clusters Score -513123.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -513126.093750 Penalty: 2818.947266
	Iteration 44Q: 3 clusters Score -513126.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -513129.218750 Penalty: 2818.947266
	Iteration 45Q: 3 clusters Score -513129.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -513132.437500 Penalty: 2818.947266
	Iteration 46Q: 3 clusters Score -513132.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -513138.000000 Penalty: 2818.947266
	Iteration 47Q: 3 clusters Score -513138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -513145.593750 Penalty: 2818.947266
	Iteration 48Q: 3 clusters Score -513145.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -513150.375000 Penalty: 2818.947266
	Iteration 49Q: 3 clusters Score -513150.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -513153.187500 Penalty: 2818.947266
	Iteration 50Q: 3 clusters Score -513153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -513155.812500 Penalty: 2818.947266
	Iteration 51Q: 3 clusters Score -513155.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -513158.687500 Penalty: 2818.947266
	Iteration 52Q: 3 clusters Score -513158.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -513160.343750 Penalty: 2818.947266
	Iteration 53Q: 3 clusters Score -513160.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -513161.531250 Penalty: 2818.947266
	Iteration 54Q: 3 clusters Score -513161.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -513164.593750 Penalty: 2818.947266
	Iteration 55Q: 3 clusters Score -513164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -513168.468750 Penalty: 2818.947266
	Iteration 56Q: 3 clusters Score -513168.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -513169.000000 Penalty: 2818.947266
	Iteration 57Q: 3 clusters Score -513169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -513173.687500 Penalty: 2818.947266
	Iteration 58Q: 3 clusters Score -513173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -513175.906250 Penalty: 2818.947266
	Iteration 59Q: 3 clusters Score -513175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -513177.968750 Penalty: 2818.947266
	Iteration 60F: 3 clusters Score -513178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -513178.843750 Penalty: 2818.947266
	Iteration 61Q: 3 clusters Score -513178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -513182.468750 Penalty: 2818.947266
	Iteration 62Q: 3 clusters Score -513182.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -513184.375000 Penalty: 2818.947266
	Iteration 63Q: 3 clusters Score -513184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -513187.125000 Penalty: 2818.947266
	Iteration 64Q: 3 clusters Score -513187.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -513190.031250 Penalty: 2818.947266
	Iteration 65Q: 3 clusters Score -513190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -513190.781250 Penalty: 2818.947266
	Iteration 66Q: 3 clusters Score -513190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -513192.500000 Penalty: 2818.947266
	Iteration 67Q: 3 clusters Score -513192.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -513193.656250 Penalty: 2818.947266
	Iteration 68Q: 3 clusters Score -513193.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -513195.437500 Penalty: 2818.947266
	Iteration 69Q: 3 clusters Score -513195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -513196.843750 Penalty: 2818.947266
	Iteration 70Q: 3 clusters Score -513196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -513198.125000 Penalty: 2818.947266
	Iteration 71Q: 3 clusters Score -513198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -513199.375000 Penalty: 2818.947266
	Iteration 72Q: 3 clusters Score -513199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -513201.062500 Penalty: 2818.947266
	Iteration 73Q: 3 clusters Score -513201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -513202.718750 Penalty: 2818.947266
	Iteration 74Q: 3 clusters Score -513202.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -513204.000000 Penalty: 2818.947266
	Iteration 75Q: 3 clusters Score -513204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -513204.062500 Penalty: 2818.947266
	Iteration 76Q: 3 clusters Score -513204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -513206.187500 Penalty: 2818.947266
	Iteration 77Q: 3 clusters Score -513206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -513207.656250 Penalty: 2818.947266
	Iteration 78Q: 3 clusters Score -513207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -513208.718750 Penalty: 2818.947266
	Iteration 79Q: 3 clusters Score -513208.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -513210.375000 Penalty: 2818.947266
	Iteration 80F: 3 clusters Score -513210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -513212.031250 Penalty: 2818.947266
	Iteration 81Q: 3 clusters Score -513212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -513212.968750 Penalty: 2818.947266
	Iteration 82Q: 3 clusters Score -513213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -513214.593750 Penalty: 2818.947266
	Iteration 83Q: 3 clusters Score -513214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -513215.406250 Penalty: 2818.947266
	Iteration 84Q: 3 clusters Score -513215.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -513216.718750 Penalty: 2818.947266
	Iteration 85Q: 3 clusters Score -513216.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -513218.593750 Penalty: 2818.947266
	Iteration 86Q: 3 clusters Score -513218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -513219.125000 Penalty: 2818.947266
	Iteration 87Q: 3 clusters Score -513219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -513221.375000 Penalty: 2818.947266
	Iteration 88Q: 3 clusters Score -513221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -513224.937500 Penalty: 2818.947266
	Iteration 89Q: 3 clusters Score -513224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -513226.312500 Penalty: 2818.947266
	Iteration 90Q: 3 clusters Score -513226.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -513229.593750 Penalty: 2818.947266
	Iteration 91Q: 3 clusters Score -513229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -513232.031250 Penalty: 2818.947266
	Iteration 92Q: 3 clusters Score -513232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -513232.062500 Penalty: 2818.947266
	Iteration 93Q: 3 clusters Score -513232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -513231.156250 Penalty: 2818.947266
	Iteration 94Q: 3 clusters Score -513231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -513231.906250 Penalty: 2818.947266
	Iteration 95Q: 3 clusters Score -513231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -513231.750000 Penalty: 2818.947266
	Iteration 96Q: 3 clusters Score -513231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -513231.750000 Penalty: 2818.947266
	Iteration 97F: 3 clusters Score -513231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Entering Unmasked Estep 
Score: -1282342.500000 Penalty: 1548.038574
	Iteration 0F: 2 clusters Score -1282342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1272751.500000 Penalty: 3096.077148
	Iteration 0F: 3 clusters Score -1272752 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1276003.000000 Penalty: 3096.077148
	Iteration 1F: 3 clusters Score -1276003 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1276249.125000 Penalty: 3096.077148
	Iteration 2F: 3 clusters Score -1276249 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1276473.625000 Penalty: 3096.077148
	Iteration 3Q: 3 clusters Score -1276474 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1276732.375000 Penalty: 3096.077148
	Iteration 4Q: 3 clusters Score -1276732 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1277085.250000 Penalty: 3096.077148
	Iteration 5Q: 3 clusters Score -1277085 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1277500.250000 Penalty: 3096.077148
	Iteration 6F: 3 clusters Score -1277500 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1278011.125000 Penalty: 3096.077148
	Iteration 7F: 3 clusters Score -1278011 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1278529.750000 Penalty: 3096.077148
	Iteration 8F: 3 clusters Score -1278530 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1279070.875000 Penalty: 3096.077148
	Iteration 9F: 3 clusters Score -1279071 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1279618.375000 Penalty: 3096.077148
	Iteration 10F: 3 clusters Score -1279618 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1280044.375000 Penalty: 3096.077148
	Iteration 11Q: 3 clusters Score -1280044 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1280367.500000 Penalty: 3096.077148
	Iteration 12Q: 3 clusters Score -1280368 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1280582.375000 Penalty: 3096.077148
	Iteration 13Q: 3 clusters Score -1280582 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1280709.625000 Penalty: 3096.077148
	Iteration 14Q: 3 clusters Score -1280710 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1280802.000000 Penalty: 3096.077148
	Iteration 15Q: 3 clusters Score -1280802 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1280880.500000 Penalty: 3096.077148
	Iteration 16Q: 3 clusters Score -1280880 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1280938.000000 Penalty: 3096.077148
	Iteration 17Q: 3 clusters Score -1280938 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1280982.125000 Penalty: 3096.077148
	Iteration 18Q: 3 clusters Score -1280982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1281024.875000 Penalty: 3096.077148
	Iteration 19Q: 3 clusters Score -1281025 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1281055.500000 Penalty: 3096.077148
	Iteration 20F: 3 clusters Score -1281056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1281085.000000 Penalty: 3096.077148
	Iteration 21Q: 3 clusters Score -1281085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1281115.625000 Penalty: 3096.077148
	Iteration 22Q: 3 clusters Score -1281116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1281142.250000 Penalty: 3096.077148
	Iteration 23Q: 3 clusters Score -1281142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1281162.750000 Penalty: 3096.077148
	Iteration 24Q: 3 clusters Score -1281163 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1281181.250000 Penalty: 3096.077148
	Iteration 25Q: 3 clusters Score -1281181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1281191.250000 Penalty: 3096.077148
	Iteration 26Q: 3 clusters Score -1281191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1281201.875000 Penalty: 3096.077148
	Iteration 27Q: 3 clusters Score -1281202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1281212.250000 Penalty: 3096.077148
	Iteration 28Q: 3 clusters Score -1281212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1281227.750000 Penalty: 3096.077148
	Iteration 29Q: 3 clusters Score -1281228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1281239.500000 Penalty: 3096.077148
	Iteration 30Q: 3 clusters Score -1281240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1281256.000000 Penalty: 3096.077148
	Iteration 31Q: 3 clusters Score -1281256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1281264.000000 Penalty: 3096.077148
	Iteration 32Q: 3 clusters Score -1281264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1281278.375000 Penalty: 3096.077148
	Iteration 33Q: 3 clusters Score -1281278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1281289.625000 Penalty: 3096.077148
	Iteration 34Q: 3 clusters Score -1281290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1281302.500000 Penalty: 3096.077148
	Iteration 35Q: 3 clusters Score -1281302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1281311.250000 Penalty: 3096.077148
	Iteration 36Q: 3 clusters Score -1281311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1281315.500000 Penalty: 3096.077148
	Iteration 37Q: 3 clusters Score -1281316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1281326.375000 Penalty: 3096.077148
	Iteration 38Q: 3 clusters Score -1281326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1281336.375000 Penalty: 3096.077148
	Iteration 39Q: 3 clusters Score -1281336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1281338.250000 Penalty: 3096.077148
	Iteration 40F: 3 clusters Score -1281338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1281349.750000 Penalty: 3096.077148
	Iteration 41Q: 3 clusters Score -1281350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1281353.500000 Penalty: 3096.077148
	Iteration 42Q: 3 clusters Score -1281354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1281358.375000 Penalty: 3096.077148
	Iteration 43Q: 3 clusters Score -1281358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1281363.125000 Penalty: 3096.077148
	Iteration 44Q: 3 clusters Score -1281363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1281363.500000 Penalty: 3096.077148
	Iteration 45Q: 3 clusters Score -1281364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1281365.500000 Penalty: 3096.077148
	Iteration 46Q: 3 clusters Score -1281366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1281364.000000 Penalty: 3096.077148
	Iteration 47Q: 3 clusters Score -1281364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1281362.375000 Penalty: 3096.077148
	Iteration 48Q: 3 clusters Score -1281362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1281364.875000 Penalty: 3096.077148
	Iteration 49Q: 3 clusters Score -1281365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1281368.375000 Penalty: 3096.077148
	Iteration 50Q: 3 clusters Score -1281368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1281370.125000 Penalty: 3096.077148
	Iteration 51Q: 3 clusters Score -1281370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1281371.625000 Penalty: 3096.077148
	Iteration 52Q: 3 clusters Score -1281372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1281372.250000 Penalty: 3096.077148
	Iteration 53Q: 3 clusters Score -1281372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1281376.875000 Penalty: 3096.077148
	Iteration 54Q: 3 clusters Score -1281377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1281379.625000 Penalty: 3096.077148
	Iteration 55Q: 3 clusters Score -1281380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1281385.000000 Penalty: 3096.077148
	Iteration 56Q: 3 clusters Score -1281385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1281387.000000 Penalty: 3096.077148
	Iteration 57Q: 3 clusters Score -1281387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1281388.500000 Penalty: 3096.077148
	Iteration 58Q: 3 clusters Score -1281388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1281388.250000 Penalty: 3096.077148
	Iteration 59Q: 3 clusters Score -1281388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1281387.875000 Penalty: 3096.077148
	Iteration 60F: 3 clusters Score -1281388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -98387.078125 Penalty: 1157.072144
	Iteration 0F: 2 clusters Score -98387.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -96811.218750 Penalty: 2314.144287
	Iteration 0F: 3 clusters Score -96811.22 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97147.781250 Penalty: 2314.144287
	Iteration 1F: 3 clusters Score -97147.78 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -97334.640625 Penalty: 2314.144287
	Iteration 2F: 3 clusters Score -97334.64 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97588.640625 Penalty: 2314.144287
	Iteration 3F: 3 clusters Score -97588.64 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -97889.562500 Penalty: 2314.144287
	Iteration 4F: 3 clusters Score -97889.56 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -98201.500000 Penalty: 2314.144287
	Iteration 5F: 3 clusters Score -98201.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -98381.945312 Penalty: 2314.144287
	Iteration 6F: 3 clusters Score -98381.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -98465.804688 Penalty: 2314.144287
	Iteration 7Q: 3 clusters Score -98465.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -98495.468750 Penalty: 2314.144287
	Iteration 8Q: 3 clusters Score -98495.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98518.687500 Penalty: 2314.144287
	Iteration 9Q: 3 clusters Score -98518.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98521.062500 Penalty: 2314.144287
	Iteration 10Q: 3 clusters Score -98521.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -98522.093750 Penalty: 2314.144287
	Iteration 11Q: 3 clusters Score -98522.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98522.476562 Penalty: 2314.144287
	Iteration 12Q: 3 clusters Score -98522.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98522.476562 Penalty: 2314.144287
	Iteration 13F: 3 clusters Score -98522.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 5847 members 
Mstep: Class 3 contains 13717 members 
Mstep: Class 4 contains 548 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 7 contains 26306 members 
Mstep: Class 8 contains 28697 members 
Mstep: Class 12 contains 106668 members 
Mstep: Class 16 contains 39230 members 
Mstep: Class 21 contains 324633 members 
Mstep: Class 22 contains 13912 members 
Entering Unmasked Estep 
Score: -54521744.000000 Penalty: 23789.835938
Splitting cluster 4 changes total score from -54522604.000000 to -54521744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (26306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Entering Unmasked Estep 
Score: -2372810.000000 Penalty: 1653.852295
	Iteration 0F: 2 clusters Score -2372810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2355131.500000 Penalty: 3307.704590
	Iteration 0F: 3 clusters Score -2355132 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2361727.750000 Penalty: 3307.704590
	Iteration 1F: 3 clusters Score -2361728 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2362069.500000 Penalty: 3307.704590
	Iteration 2Q: 3 clusters Score -2362070 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2362399.250000 Penalty: 3307.704590
	Iteration 3Q: 3 clusters Score -2362399 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2362844.250000 Penalty: 3307.704590
	Iteration 4Q: 3 clusters Score -2362844 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2363444.750000 Penalty: 3307.704590
	Iteration 5Q: 3 clusters Score -2363445 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2364411.000000 Penalty: 3307.704590
	Iteration 6F: 3 clusters Score -2364411 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2365897.750000 Penalty: 3307.704590
	Iteration 7F: 3 clusters Score -2365898 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2367752.250000 Penalty: 3307.704590
	Iteration 8F: 3 clusters Score -2367752 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2369418.000000 Penalty: 3307.704590
	Iteration 9F: 3 clusters Score -2369418 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -2370493.250000 Penalty: 3307.704590
	Iteration 10Q: 3 clusters Score -2370493 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2370980.750000 Penalty: 3307.704590
	Iteration 11Q: 3 clusters Score -2370981 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2371163.250000 Penalty: 3307.704590
	Iteration 12Q: 3 clusters Score -2371163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2371234.500000 Penalty: 3307.704590
	Iteration 13Q: 3 clusters Score -2371234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -2371263.000000 Penalty: 3307.704590
	Iteration 14Q: 3 clusters Score -2371263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2371287.500000 Penalty: 3307.704590
	Iteration 15Q: 3 clusters Score -2371288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -2371299.500000 Penalty: 3307.704590
	Iteration 16Q: 3 clusters Score -2371300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -2371302.750000 Penalty: 3307.704590
	Iteration 17Q: 3 clusters Score -2371303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2371303.500000 Penalty: 3307.704590
	Iteration 18Q: 3 clusters Score -2371304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2371308.250000 Penalty: 3307.704590
	Iteration 19Q: 3 clusters Score -2371308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2371313.000000 Penalty: 3307.704590
	Iteration 20F: 3 clusters Score -2371313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2371315.250000 Penalty: 3307.704590
	Iteration 21Q: 3 clusters Score -2371315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2371315.250000 Penalty: 3307.704590
	Iteration 22F: 3 clusters Score -2371315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Entering Unmasked Estep 
Score: -2692904.750000 Penalty: 1667.989136
	Iteration 0F: 2 clusters Score -2692905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2673433.250000 Penalty: 3335.978271
	Iteration 0F: 3 clusters Score -2673433 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2680693.250000 Penalty: 3335.978271
	Iteration 1F: 3 clusters Score -2680693 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2681044.750000 Penalty: 3335.978271
	Iteration 2Q: 3 clusters Score -2681045 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2681425.000000 Penalty: 3335.978271
	Iteration 3Q: 3 clusters Score -2681425 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2681924.000000 Penalty: 3335.978271
	Iteration 4Q: 3 clusters Score -2681924 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2682614.500000 Penalty: 3335.978271
	Iteration 5Q: 3 clusters Score -2682614 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2683586.500000 Penalty: 3335.978271
	Iteration 6F: 3 clusters Score -2683586 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2684881.500000 Penalty: 3335.978271
	Iteration 7F: 3 clusters Score -2684882 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2686525.000000 Penalty: 3335.978271
	Iteration 8F: 3 clusters Score -2686525 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2688066.750000 Penalty: 3335.978271
	Iteration 9F: 3 clusters Score -2688067 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2689174.500000 Penalty: 3335.978271
	Iteration 10Q: 3 clusters Score -2689174 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2689808.000000 Penalty: 3335.978271
	Iteration 11Q: 3 clusters Score -2689808 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2690096.000000 Penalty: 3335.978271
	Iteration 12Q: 3 clusters Score -2690096 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2690261.500000 Penalty: 3335.978271
	Iteration 13Q: 3 clusters Score -2690262 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2690396.750000 Penalty: 3335.978271
	Iteration 14Q: 3 clusters Score -2690397 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2690519.750000 Penalty: 3335.978271
	Iteration 15Q: 3 clusters Score -2690520 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2690650.250000 Penalty: 3335.978271
	Iteration 16Q: 3 clusters Score -2690650 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2690763.500000 Penalty: 3335.978271
	Iteration 17Q: 3 clusters Score -2690764 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2690873.250000 Penalty: 3335.978271
	Iteration 18Q: 3 clusters Score -2690873 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2690981.500000 Penalty: 3335.978271
	Iteration 19Q: 3 clusters Score -2690982 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2691084.750000 Penalty: 3335.978271
	Iteration 20F: 3 clusters Score -2691085 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2691198.500000 Penalty: 3335.978271
	Iteration 21Q: 3 clusters Score -2691198 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2691288.000000 Penalty: 3335.978271
	Iteration 22Q: 3 clusters Score -2691288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2691358.500000 Penalty: 3335.978271
	Iteration 23Q: 3 clusters Score -2691358 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2691412.250000 Penalty: 3335.978271
	Iteration 24Q: 3 clusters Score -2691412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2691453.500000 Penalty: 3335.978271
	Iteration 25Q: 3 clusters Score -2691454 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2691493.250000 Penalty: 3335.978271
	Iteration 26Q: 3 clusters Score -2691493 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2691522.250000 Penalty: 3335.978271
	Iteration 27Q: 3 clusters Score -2691522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2691544.250000 Penalty: 3335.978271
	Iteration 28Q: 3 clusters Score -2691544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2691570.000000 Penalty: 3335.978271
	Iteration 29Q: 3 clusters Score -2691570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2691585.500000 Penalty: 3335.978271
	Iteration 30Q: 3 clusters Score -2691586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2691598.500000 Penalty: 3335.978271
	Iteration 31Q: 3 clusters Score -2691598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2691605.750000 Penalty: 3335.978271
	Iteration 32Q: 3 clusters Score -2691606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2691606.750000 Penalty: 3335.978271
	Iteration 33Q: 3 clusters Score -2691607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2691610.250000 Penalty: 3335.978271
	Iteration 34Q: 3 clusters Score -2691610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2691620.250000 Penalty: 3335.978271
	Iteration 35Q: 3 clusters Score -2691620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2691630.250000 Penalty: 3335.978271
	Iteration 36Q: 3 clusters Score -2691630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2691641.000000 Penalty: 3335.978271
	Iteration 37Q: 3 clusters Score -2691641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2691653.000000 Penalty: 3335.978271
	Iteration 38Q: 3 clusters Score -2691653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2691657.000000 Penalty: 3335.978271
	Iteration 39Q: 3 clusters Score -2691657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2691666.250000 Penalty: 3335.978271
	Iteration 40F: 3 clusters Score -2691666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2691672.000000 Penalty: 3335.978271
	Iteration 41Q: 3 clusters Score -2691672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2691675.250000 Penalty: 3335.978271
	Iteration 42Q: 3 clusters Score -2691675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2691681.000000 Penalty: 3335.978271
	Iteration 43Q: 3 clusters Score -2691681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2691683.000000 Penalty: 3335.978271
	Iteration 44Q: 3 clusters Score -2691683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2691688.750000 Penalty: 3335.978271
	Iteration 45Q: 3 clusters Score -2691689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2691695.500000 Penalty: 3335.978271
	Iteration 46Q: 3 clusters Score -2691696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2691698.500000 Penalty: 3335.978271
	Iteration 47Q: 3 clusters Score -2691698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2691703.750000 Penalty: 3335.978271
	Iteration 48Q: 3 clusters Score -2691704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2691706.750000 Penalty: 3335.978271
	Iteration 49Q: 3 clusters Score -2691707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2691711.750000 Penalty: 3335.978271
	Iteration 50Q: 3 clusters Score -2691712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2691711.500000 Penalty: 3335.978271
	Iteration 51Q: 3 clusters Score -2691712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2691711.000000 Penalty: 3335.978271
	Iteration 52Q: 3 clusters Score -2691711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2691710.250000 Penalty: 3335.978271
	Iteration 53Q: 3 clusters Score -2691710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2691712.000000 Penalty: 3335.978271
	Iteration 54Q: 3 clusters Score -2691712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2691712.000000 Penalty: 3335.978271
	Iteration 55F: 3 clusters Score -2691712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Entering Unmasked Estep 
Score: -9857578.000000 Penalty: 1881.339966
	Iteration 0F: 2 clusters Score -9857578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -9786082.000000 Penalty: 3762.679932
	Iteration 0F: 3 clusters Score -9786082 nChanged 51192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -9815903.000000 Penalty: 3762.679932
	Iteration 1F: 3 clusters Score -9815903 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -9817017.000000 Penalty: 3762.679932
	Iteration 2Q: 3 clusters Score -9817017 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -9818746.000000 Penalty: 3762.679932
	Iteration 3Q: 3 clusters Score -9818746 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -9821394.000000 Penalty: 3762.679932
	Iteration 4F: 3 clusters Score -9821394 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -9825673.000000 Penalty: 3762.679932
	Iteration 5F: 3 clusters Score -9825673 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -9831875.000000 Penalty: 3762.679932
	Iteration 6F: 3 clusters Score -9831875 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -9839104.000000 Penalty: 3762.679932
	Iteration 7F: 3 clusters Score -9839104 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -9846029.000000 Penalty: 3762.679932
	Iteration 8F: 3 clusters Score -9846029 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -9850649.000000 Penalty: 3762.679932
	Iteration 9Q: 3 clusters Score -9850649 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -9853289.000000 Penalty: 3762.679932
	Iteration 10Q: 3 clusters Score -9853289 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102569 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -9854614.000000 Penalty: 3762.679932
	Iteration 11Q: 3 clusters Score -9854614 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103306 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -9855249.000000 Penalty: 3762.679932
	Iteration 12Q: 3 clusters Score -9855249 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -9855545.000000 Penalty: 3762.679932
	Iteration 13Q: 3 clusters Score -9855545 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -9855749.000000 Penalty: 3762.679932
	Iteration 14Q: 3 clusters Score -9855749 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9855866.000000 Penalty: 3762.679932
	Iteration 15Q: 3 clusters Score -9855866 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9855969.000000 Penalty: 3762.679932
	Iteration 16Q: 3 clusters Score -9855969 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9855993.000000 Penalty: 3762.679932
	Iteration 17Q: 3 clusters Score -9855993 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9856049.000000 Penalty: 3762.679932
	Iteration 18Q: 3 clusters Score -9856049 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9856068.000000 Penalty: 3762.679932
	Iteration 19Q: 3 clusters Score -9856068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9856093.000000 Penalty: 3762.679932
	Iteration 20F: 3 clusters Score -9856093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9856105.000000 Penalty: 3762.679932
	Iteration 21Q: 3 clusters Score -9856105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9856107.000000 Penalty: 3762.679932
	Iteration 22Q: 3 clusters Score -9856107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9856142.000000 Penalty: 3762.679932
	Iteration 23Q: 3 clusters Score -9856142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9856160.000000 Penalty: 3762.679932
	Iteration 24Q: 3 clusters Score -9856160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9856172.000000 Penalty: 3762.679932
	Iteration 25Q: 3 clusters Score -9856172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9856183.000000 Penalty: 3762.679932
	Iteration 26Q: 3 clusters Score -9856183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9856186.000000 Penalty: 3762.679932
	Iteration 27Q: 3 clusters Score -9856186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9856198.000000 Penalty: 3762.679932
	Iteration 28Q: 3 clusters Score -9856198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9856192.000000 Penalty: 3762.679932
	Iteration 29Q: 3 clusters Score -9856192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9856192.000000 Penalty: 3762.679932
	Iteration 30Q: 3 clusters Score -9856192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105363 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9856198.000000 Penalty: 3762.679932
	Iteration 31Q: 3 clusters Score -9856198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9856199.000000 Penalty: 3762.679932
	Iteration 32Q: 3 clusters Score -9856199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9856211.000000 Penalty: 3762.679932
	Iteration 33Q: 3 clusters Score -9856211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9856205.000000 Penalty: 3762.679932
	Iteration 34Q: 3 clusters Score -9856205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -9856211.000000 Penalty: 3762.679932
	Iteration 35Q: 3 clusters Score -9856211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9856210.000000 Penalty: 3762.679932
	Iteration 36Q: 3 clusters Score -9856210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9856217.000000 Penalty: 3762.679932
	Iteration 37Q: 3 clusters Score -9856217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9856205.000000 Penalty: 3762.679932
	Iteration 38Q: 3 clusters Score -9856205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9856201.000000 Penalty: 3762.679932
	Iteration 39Q: 3 clusters Score -9856201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105424 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9856199.000000 Penalty: 3762.679932
	Iteration 40F: 3 clusters Score -9856199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105427 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9856207.000000 Penalty: 3762.679932
	Iteration 41Q: 3 clusters Score -9856207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9856204.000000 Penalty: 3762.679932
	Iteration 42Q: 3 clusters Score -9856204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105431 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9856208.000000 Penalty: 3762.679932
	Iteration 43Q: 3 clusters Score -9856208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9856201.000000 Penalty: 3762.679932
	Iteration 44Q: 3 clusters Score -9856201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105431 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9856205.000000 Penalty: 3762.679932
	Iteration 45Q: 3 clusters Score -9856205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9856213.000000 Penalty: 3762.679932
	Iteration 46Q: 3 clusters Score -9856213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9856213.000000 Penalty: 3762.679932
	Iteration 47F: 3 clusters Score -9856213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Entering Unmasked Estep 
Score: -3663976.250000 Penalty: 1718.794556
	Iteration 0F: 2 clusters Score -3663976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3637592.750000 Penalty: 3437.589111
	Iteration 0F: 3 clusters Score -3637593 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3648106.750000 Penalty: 3437.589111
	Iteration 1F: 3 clusters Score -3648107 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3648990.500000 Penalty: 3437.589111
	Iteration 2Q: 3 clusters Score -3648990 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3649856.500000 Penalty: 3437.589111
	Iteration 3Q: 3 clusters Score -3649856 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3650757.750000 Penalty: 3437.589111
	Iteration 4Q: 3 clusters Score -3650758 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3651702.250000 Penalty: 3437.589111
	Iteration 5Q: 3 clusters Score -3651702 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3652700.750000 Penalty: 3437.589111
	Iteration 6F: 3 clusters Score -3652701 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3653688.000000 Penalty: 3437.589111
	Iteration 7Q: 3 clusters Score -3653688 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3654783.000000 Penalty: 3437.589111
	Iteration 8Q: 3 clusters Score -3654783 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3655972.750000 Penalty: 3437.589111
	Iteration 9Q: 3 clusters Score -3655973 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3656951.750000 Penalty: 3437.589111
	Iteration 10Q: 3 clusters Score -3656952 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3657575.500000 Penalty: 3437.589111
	Iteration 11Q: 3 clusters Score -3657576 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3657927.000000 Penalty: 3437.589111
	Iteration 12Q: 3 clusters Score -3657927 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3658106.750000 Penalty: 3437.589111
	Iteration 13Q: 3 clusters Score -3658107 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3658294.500000 Penalty: 3437.589111
	Iteration 14Q: 3 clusters Score -3658294 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3658444.000000 Penalty: 3437.589111
	Iteration 15Q: 3 clusters Score -3658444 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3658595.250000 Penalty: 3437.589111
	Iteration 16Q: 3 clusters Score -3658595 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3658751.750000 Penalty: 3437.589111
	Iteration 17Q: 3 clusters Score -3658752 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3658898.250000 Penalty: 3437.589111
	Iteration 18Q: 3 clusters Score -3658898 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3659038.750000 Penalty: 3437.589111
	Iteration 19Q: 3 clusters Score -3659039 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3659212.000000 Penalty: 3437.589111
	Iteration 20F: 3 clusters Score -3659212 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3659384.500000 Penalty: 3437.589111
	Iteration 21Q: 3 clusters Score -3659384 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3659542.000000 Penalty: 3437.589111
	Iteration 22Q: 3 clusters Score -3659542 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3659669.000000 Penalty: 3437.589111
	Iteration 23Q: 3 clusters Score -3659669 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3659812.500000 Penalty: 3437.589111
	Iteration 24Q: 3 clusters Score -3659812 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3659967.250000 Penalty: 3437.589111
	Iteration 25Q: 3 clusters Score -3659967 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -3660129.750000 Penalty: 3437.589111
	Iteration 26Q: 3 clusters Score -3660130 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3660290.250000 Penalty: 3437.589111
	Iteration 27Q: 3 clusters Score -3660290 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3660456.250000 Penalty: 3437.589111
	Iteration 28Q: 3 clusters Score -3660456 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3660651.750000 Penalty: 3437.589111
	Iteration 29Q: 3 clusters Score -3660652 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -3660833.500000 Penalty: 3437.589111
	Iteration 30Q: 3 clusters Score -3660834 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3661008.750000 Penalty: 3437.589111
	Iteration 31Q: 3 clusters Score -3661009 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -3661210.500000 Penalty: 3437.589111
	Iteration 32Q: 3 clusters Score -3661210 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3661395.500000 Penalty: 3437.589111
	Iteration 33Q: 3 clusters Score -3661396 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -3661558.750000 Penalty: 3437.589111
	Iteration 34Q: 3 clusters Score -3661559 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -3661704.250000 Penalty: 3437.589111
	Iteration 35Q: 3 clusters Score -3661704 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -3661843.000000 Penalty: 3437.589111
	Iteration 36Q: 3 clusters Score -3661843 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -3661950.500000 Penalty: 3437.589111
	Iteration 37Q: 3 clusters Score -3661950 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -3662043.750000 Penalty: 3437.589111
	Iteration 38Q: 3 clusters Score -3662044 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3662127.000000 Penalty: 3437.589111
	Iteration 39Q: 3 clusters Score -3662127 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -3662186.500000 Penalty: 3437.589111
	Iteration 40F: 3 clusters Score -3662186 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -3662247.000000 Penalty: 3437.589111
	Iteration 41Q: 3 clusters Score -3662247 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3662285.000000 Penalty: 3437.589111
	Iteration 42Q: 3 clusters Score -3662285 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -3662320.500000 Penalty: 3437.589111
	Iteration 43Q: 3 clusters Score -3662320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -3662343.500000 Penalty: 3437.589111
	Iteration 44Q: 3 clusters Score -3662344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -3662371.250000 Penalty: 3437.589111
	Iteration 45Q: 3 clusters Score -3662371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -3662386.250000 Penalty: 3437.589111
	Iteration 46Q: 3 clusters Score -3662386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -3662411.500000 Penalty: 3437.589111
	Iteration 47Q: 3 clusters Score -3662412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -3662438.500000 Penalty: 3437.589111
	Iteration 48Q: 3 clusters Score -3662438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -3662473.250000 Penalty: 3437.589111
	Iteration 49Q: 3 clusters Score -3662473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -3662508.500000 Penalty: 3437.589111
	Iteration 50Q: 3 clusters Score -3662508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -3662535.500000 Penalty: 3437.589111
	Iteration 51Q: 3 clusters Score -3662536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -3662564.750000 Penalty: 3437.589111
	Iteration 52Q: 3 clusters Score -3662565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -3662579.750000 Penalty: 3437.589111
	Iteration 53Q: 3 clusters Score -3662580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -3662598.250000 Penalty: 3437.589111
	Iteration 54Q: 3 clusters Score -3662598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -3662622.000000 Penalty: 3437.589111
	Iteration 55Q: 3 clusters Score -3662622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -3662627.000000 Penalty: 3437.589111
	Iteration 56Q: 3 clusters Score -3662627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -3662635.500000 Penalty: 3437.589111
	Iteration 57Q: 3 clusters Score -3662636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3662642.000000 Penalty: 3437.589111
	Iteration 58Q: 3 clusters Score -3662642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -3662648.750000 Penalty: 3437.589111
	Iteration 59Q: 3 clusters Score -3662649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -3662663.000000 Penalty: 3437.589111
	Iteration 60F: 3 clusters Score -3662663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -3662664.750000 Penalty: 3437.589111
	Iteration 61Q: 3 clusters Score -3662665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -3662674.250000 Penalty: 3437.589111
	Iteration 62Q: 3 clusters Score -3662674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -3662681.000000 Penalty: 3437.589111
	Iteration 63Q: 3 clusters Score -3662681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -3662690.750000 Penalty: 3437.589111
	Iteration 64Q: 3 clusters Score -3662691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -3662698.250000 Penalty: 3437.589111
	Iteration 65Q: 3 clusters Score -3662698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -3662705.500000 Penalty: 3437.589111
	Iteration 66Q: 3 clusters Score -3662706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -3662708.500000 Penalty: 3437.589111
	Iteration 67Q: 3 clusters Score -3662708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -3662710.000000 Penalty: 3437.589111
	Iteration 68Q: 3 clusters Score -3662710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -3662710.250000 Penalty: 3437.589111
	Iteration 69Q: 3 clusters Score -3662710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -3662710.250000 Penalty: 3437.589111
	Iteration 70Q: 3 clusters Score -3662710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -3662711.250000 Penalty: 3437.589111
	Iteration 71Q: 3 clusters Score -3662711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -3662711.250000 Penalty: 3437.589111
	Iteration 72F: 3 clusters Score -3662711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (324633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324633 members 
Entering Unmasked Estep 
Score: -29689474.000000 Penalty: 2062.198242
	Iteration 0F: 2 clusters Score -2.968947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 162232 members 
Entering Unmasked Estep 
Score: -29483418.000000 Penalty: 4124.396484
	Iteration 0F: 3 clusters Score -2.948342e+07 nChanged 158692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -29578500.000000 Penalty: 4124.396484
	Iteration 1F: 3 clusters Score -2.95785e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164047 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -29579754.000000 Penalty: 4124.396484
	Iteration 2Q: 3 clusters Score -2.957975e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 159121 members 
Entering Unmasked Estep 
Score: -29581386.000000 Penalty: 4124.396484
	Iteration 3Q: 3 clusters Score -2.958139e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -29583600.000000 Penalty: 4124.396484
	Iteration 4Q: 3 clusters Score -2.95836e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 153349 members 
Entering Unmasked Estep 
Score: -29586954.000000 Penalty: 4124.396484
	Iteration 5Q: 3 clusters Score -2.958695e+07 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 148463 members 
Entering Unmasked Estep 
Score: -29592398.000000 Penalty: 4124.396484
	Iteration 6Q: 3 clusters Score -2.95924e+07 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -29601710.000000 Penalty: 4124.396484
	Iteration 7F: 3 clusters Score -2.960171e+07 nChanged 20173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189654 members 
Mstep: Class 2 contains 134979 members 
Entering Unmasked Estep 
Score: -29615746.000000 Penalty: 4124.396484
	Iteration 8F: 3 clusters Score -2.961575e+07 nChanged 21951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196611 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -29632858.000000 Penalty: 4124.396484
	Iteration 9F: 3 clusters Score -2.963286e+07 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201319 members 
Mstep: Class 2 contains 123314 members 
Entering Unmasked Estep 
Score: -29645966.000000 Penalty: 4124.396484
	Iteration 10F: 3 clusters Score -2.964597e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204255 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -29651512.000000 Penalty: 4124.396484
	Iteration 11Q: 3 clusters Score -2.965151e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206437 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -29653328.000000 Penalty: 4124.396484
	Iteration 12Q: 3 clusters Score -2.965333e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208431 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -29654046.000000 Penalty: 4124.396484
	Iteration 13Q: 3 clusters Score -2.965405e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210454 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -29654876.000000 Penalty: 4124.396484
	Iteration 14Q: 3 clusters Score -2.965488e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212591 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -29655272.000000 Penalty: 4124.396484
	Iteration 15Q: 3 clusters Score -2.965527e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214880 members 
Mstep: Class 2 contains 109753 members 
Entering Unmasked Estep 
Score: -29655892.000000 Penalty: 4124.396484
	Iteration 16Q: 3 clusters Score -2.965589e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217217 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -29656564.000000 Penalty: 4124.396484
	Iteration 17Q: 3 clusters Score -2.965656e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219568 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -29657166.000000 Penalty: 4124.396484
	Iteration 18Q: 3 clusters Score -2.965717e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221994 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -29657812.000000 Penalty: 4124.396484
	Iteration 19Q: 3 clusters Score -2.965781e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224519 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -29658762.000000 Penalty: 4124.396484
	Iteration 20F: 3 clusters Score -2.965876e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227250 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -29659712.000000 Penalty: 4124.396484
	Iteration 21Q: 3 clusters Score -2.965971e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230113 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -29660438.000000 Penalty: 4124.396484
	Iteration 22Q: 3 clusters Score -2.966044e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232935 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -29661370.000000 Penalty: 4124.396484
	Iteration 23Q: 3 clusters Score -2.966137e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235914 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -29661920.000000 Penalty: 4124.396484
	Iteration 24Q: 3 clusters Score -2.966192e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239069 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -29662832.000000 Penalty: 4124.396484
	Iteration 25Q: 3 clusters Score -2.966283e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242373 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -29663956.000000 Penalty: 4124.396484
	Iteration 26Q: 3 clusters Score -2.966396e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245906 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -29665192.000000 Penalty: 4124.396484
	Iteration 27Q: 3 clusters Score -2.966519e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249560 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -29666510.000000 Penalty: 4124.396484
	Iteration 28Q: 3 clusters Score -2.966651e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253379 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -29667802.000000 Penalty: 4124.396484
	Iteration 29Q: 3 clusters Score -2.96678e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257369 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -29668998.000000 Penalty: 4124.396484
	Iteration 30Q: 3 clusters Score -2.9669e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261433 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -29670692.000000 Penalty: 4124.396484
	Iteration 31Q: 3 clusters Score -2.967069e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265646 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -29672410.000000 Penalty: 4124.396484
	Iteration 32Q: 3 clusters Score -2.967241e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270034 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -29674402.000000 Penalty: 4124.396484
	Iteration 33Q: 3 clusters Score -2.96744e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274538 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -29676386.000000 Penalty: 4124.396484
	Iteration 34Q: 3 clusters Score -2.967639e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279195 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -29678648.000000 Penalty: 4124.396484
	Iteration 35Q: 3 clusters Score -2.967865e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283804 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -29680674.000000 Penalty: 4124.396484
	Iteration 36Q: 3 clusters Score -2.968067e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288264 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -29684078.000000 Penalty: 4124.396484
	Iteration 37Q: 3 clusters Score -2.968408e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292727 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -29687212.000000 Penalty: 4124.396484
	Iteration 38Q: 3 clusters Score -2.968721e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296822 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -29689886.000000 Penalty: 4124.396484
	Iteration 39Q: 3 clusters Score -2.968989e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300151 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -29691664.000000 Penalty: 4124.396484
	Iteration 40F: 3 clusters Score -2.969166e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302660 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -29693170.000000 Penalty: 4124.396484
	Iteration 41Q: 3 clusters Score -2.969317e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304429 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -29693966.000000 Penalty: 4124.396484
	Iteration 42Q: 3 clusters Score -2.969397e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305748 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -29694310.000000 Penalty: 4124.396484
	Iteration 43Q: 3 clusters Score -2.969431e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306737 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -29694398.000000 Penalty: 4124.396484
	Iteration 44Q: 3 clusters Score -2.96944e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307457 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -29694484.000000 Penalty: 4124.396484
	Iteration 45Q: 3 clusters Score -2.969448e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308020 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -29694582.000000 Penalty: 4124.396484
	Iteration 46Q: 3 clusters Score -2.969458e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308486 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -29694578.000000 Penalty: 4124.396484
	Iteration 47Q: 3 clusters Score -2.969458e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308879 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -29694486.000000 Penalty: 4124.396484
	Iteration 48Q: 3 clusters Score -2.969449e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309226 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -29694458.000000 Penalty: 4124.396484
	Iteration 49Q: 3 clusters Score -2.969446e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309513 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -29694512.000000 Penalty: 4124.396484
	Iteration 50Q: 3 clusters Score -2.969451e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309725 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -29694518.000000 Penalty: 4124.396484
	Iteration 51Q: 3 clusters Score -2.969452e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309909 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -29694528.000000 Penalty: 4124.396484
	Iteration 52Q: 3 clusters Score -2.969453e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310090 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -29694466.000000 Penalty: 4124.396484
	Iteration 53Q: 3 clusters Score -2.969447e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310225 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -29694420.000000 Penalty: 4124.396484
	Iteration 54Q: 3 clusters Score -2.969442e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310337 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -29694388.000000 Penalty: 4124.396484
	Iteration 55Q: 3 clusters Score -2.969439e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310437 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -29694380.000000 Penalty: 4124.396484
	Iteration 56Q: 3 clusters Score -2.969438e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310527 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -29694402.000000 Penalty: 4124.396484
	Iteration 57Q: 3 clusters Score -2.96944e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310606 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -29694364.000000 Penalty: 4124.396484
	Iteration 58Q: 3 clusters Score -2.969436e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310676 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -29694312.000000 Penalty: 4124.396484
	Iteration 59Q: 3 clusters Score -2.969431e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310747 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -29694316.000000 Penalty: 4124.396484
	Iteration 60F: 3 clusters Score -2.969432e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310815 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -29694298.000000 Penalty: 4124.396484
	Iteration 61Q: 3 clusters Score -2.96943e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310859 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -29694286.000000 Penalty: 4124.396484
	Iteration 62Q: 3 clusters Score -2.969429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310886 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -29694304.000000 Penalty: 4124.396484
	Iteration 63Q: 3 clusters Score -2.96943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310920 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -29694298.000000 Penalty: 4124.396484
	Iteration 64Q: 3 clusters Score -2.96943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310946 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -29694276.000000 Penalty: 4124.396484
	Iteration 65Q: 3 clusters Score -2.969428e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310972 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -29694234.000000 Penalty: 4124.396484
	Iteration 66Q: 3 clusters Score -2.969423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310992 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -29694200.000000 Penalty: 4124.396484
	Iteration 67Q: 3 clusters Score -2.96942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311016 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -29694242.000000 Penalty: 4124.396484
	Iteration 68Q: 3 clusters Score -2.969424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311032 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -29694230.000000 Penalty: 4124.396484
	Iteration 69Q: 3 clusters Score -2.969423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311050 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -29694250.000000 Penalty: 4124.396484
	Iteration 70Q: 3 clusters Score -2.969425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311066 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -29694240.000000 Penalty: 4124.396484
	Iteration 71Q: 3 clusters Score -2.969424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311082 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -29694214.000000 Penalty: 4124.396484
	Iteration 72Q: 3 clusters Score -2.969421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311095 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -29694220.000000 Penalty: 4124.396484
	Iteration 73Q: 3 clusters Score -2.969422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311110 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -29694240.000000 Penalty: 4124.396484
	Iteration 74Q: 3 clusters Score -2.969424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311124 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -29694228.000000 Penalty: 4124.396484
	Iteration 75Q: 3 clusters Score -2.969423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311137 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -29694216.000000 Penalty: 4124.396484
	Iteration 76Q: 3 clusters Score -2.969422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311148 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -29694204.000000 Penalty: 4124.396484
	Iteration 77Q: 3 clusters Score -2.96942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311159 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -29694202.000000 Penalty: 4124.396484
	Iteration 78Q: 3 clusters Score -2.96942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311168 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -29694214.000000 Penalty: 4124.396484
	Iteration 79Q: 3 clusters Score -2.969421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311172 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -29694212.000000 Penalty: 4124.396484
	Iteration 80F: 3 clusters Score -2.969421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311180 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -29694198.000000 Penalty: 4124.396484
	Iteration 81Q: 3 clusters Score -2.96942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311188 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -29694214.000000 Penalty: 4124.396484
	Iteration 82Q: 3 clusters Score -2.969421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311197 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -29694214.000000 Penalty: 4124.396484
	Iteration 83Q: 3 clusters Score -2.969421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311201 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -29694216.000000 Penalty: 4124.396484
	Iteration 84Q: 3 clusters Score -2.969422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311206 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -29694208.000000 Penalty: 4124.396484
	Iteration 85Q: 3 clusters Score -2.969421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311209 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -29694210.000000 Penalty: 4124.396484
	Iteration 86Q: 3 clusters Score -2.969421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311214 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -29694228.000000 Penalty: 4124.396484
	Iteration 87Q: 3 clusters Score -2.969423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311219 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -29694210.000000 Penalty: 4124.396484
	Iteration 88Q: 3 clusters Score -2.969421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311222 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -29694226.000000 Penalty: 4124.396484
	Iteration 89Q: 3 clusters Score -2.969423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311226 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -29694228.000000 Penalty: 4124.396484
	Iteration 90Q: 3 clusters Score -2.969423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311228 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -29694234.000000 Penalty: 4124.396484
	Iteration 91Q: 3 clusters Score -2.969423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311228 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -29694234.000000 Penalty: 4124.396484
	Iteration 92F: 3 clusters Score -2.969423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 5847 members 
Mstep: Class 3 contains 13717 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 13405 members 
Mstep: Class 7 contains 26306 members 
Mstep: Class 8 contains 28697 members 
Mstep: Class 12 contains 106668 members 
Mstep: Class 16 contains 39230 members 
Mstep: Class 21 contains 311228 members 
Mstep: Class 22 contains 13912 members 
Entering Unmasked Estep 
Score: -54526676.000000 Penalty: 23789.835938
Splitting cluster 21 changes total score from -54522604.000000 to -54526676.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 22 (13912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Entering Unmasked Estep 
Score: -1317079.750000 Penalty: 1550.332397
	Iteration 0F: 2 clusters Score -1317080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1307381.375000 Penalty: 3100.664795
	Iteration 0F: 3 clusters Score -1307381 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1310648.375000 Penalty: 3100.664795
	Iteration 1F: 3 clusters Score -1310648 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1310939.875000 Penalty: 3100.664795
	Iteration 2F: 3 clusters Score -1310940 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1311198.875000 Penalty: 3100.664795
	Iteration 3Q: 3 clusters Score -1311199 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1311493.750000 Penalty: 3100.664795
	Iteration 4Q: 3 clusters Score -1311494 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1311849.125000 Penalty: 3100.664795
	Iteration 5Q: 3 clusters Score -1311849 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1312293.250000 Penalty: 3100.664795
	Iteration 6F: 3 clusters Score -1312293 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1312800.250000 Penalty: 3100.664795
	Iteration 7F: 3 clusters Score -1312800 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1313377.875000 Penalty: 3100.664795
	Iteration 8F: 3 clusters Score -1313378 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1313934.250000 Penalty: 3100.664795
	Iteration 9F: 3 clusters Score -1313934 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1314391.625000 Penalty: 3100.664795
	Iteration 10Q: 3 clusters Score -1314392 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1314772.750000 Penalty: 3100.664795
	Iteration 11Q: 3 clusters Score -1314773 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1315000.125000 Penalty: 3100.664795
	Iteration 12Q: 3 clusters Score -1315000 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1315128.125000 Penalty: 3100.664795
	Iteration 13Q: 3 clusters Score -1315128 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1315205.625000 Penalty: 3100.664795
	Iteration 14Q: 3 clusters Score -1315206 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1315273.625000 Penalty: 3100.664795
	Iteration 15Q: 3 clusters Score -1315274 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1315331.500000 Penalty: 3100.664795
	Iteration 16Q: 3 clusters Score -1315332 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1315373.750000 Penalty: 3100.664795
	Iteration 17Q: 3 clusters Score -1315374 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1315405.125000 Penalty: 3100.664795
	Iteration 18Q: 3 clusters Score -1315405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1315436.625000 Penalty: 3100.664795
	Iteration 19Q: 3 clusters Score -1315437 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1315463.375000 Penalty: 3100.664795
	Iteration 20F: 3 clusters Score -1315463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1315491.375000 Penalty: 3100.664795
	Iteration 21Q: 3 clusters Score -1315491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1315514.375000 Penalty: 3100.664795
	Iteration 22Q: 3 clusters Score -1315514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1315538.625000 Penalty: 3100.664795
	Iteration 23Q: 3 clusters Score -1315539 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1315553.375000 Penalty: 3100.664795
	Iteration 24Q: 3 clusters Score -1315553 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1315568.375000 Penalty: 3100.664795
	Iteration 25Q: 3 clusters Score -1315568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1315578.750000 Penalty: 3100.664795
	Iteration 26Q: 3 clusters Score -1315579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1315585.250000 Penalty: 3100.664795
	Iteration 27Q: 3 clusters Score -1315585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1315586.125000 Penalty: 3100.664795
	Iteration 28Q: 3 clusters Score -1315586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1315592.875000 Penalty: 3100.664795
	Iteration 29Q: 3 clusters Score -1315593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1315607.625000 Penalty: 3100.664795
	Iteration 30Q: 3 clusters Score -1315608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1315620.250000 Penalty: 3100.664795
	Iteration 31Q: 3 clusters Score -1315620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1315634.625000 Penalty: 3100.664795
	Iteration 32Q: 3 clusters Score -1315635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1315647.750000 Penalty: 3100.664795
	Iteration 33Q: 3 clusters Score -1315648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1315650.625000 Penalty: 3100.664795
	Iteration 34Q: 3 clusters Score -1315651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1315655.500000 Penalty: 3100.664795
	Iteration 35Q: 3 clusters Score -1315656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1315667.500000 Penalty: 3100.664795
	Iteration 36Q: 3 clusters Score -1315668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1315676.250000 Penalty: 3100.664795
	Iteration 37Q: 3 clusters Score -1315676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1315679.750000 Penalty: 3100.664795
	Iteration 38Q: 3 clusters Score -1315680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1315681.250000 Penalty: 3100.664795
	Iteration 39Q: 3 clusters Score -1315681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1315683.500000 Penalty: 3100.664795
	Iteration 40F: 3 clusters Score -1315684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1315690.750000 Penalty: 3100.664795
	Iteration 41Q: 3 clusters Score -1315691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1315695.375000 Penalty: 3100.664795
	Iteration 42Q: 3 clusters Score -1315695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1315702.125000 Penalty: 3100.664795
	Iteration 43Q: 3 clusters Score -1315702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1315713.625000 Penalty: 3100.664795
	Iteration 44Q: 3 clusters Score -1315714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1315720.875000 Penalty: 3100.664795
	Iteration 45Q: 3 clusters Score -1315721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1315724.375000 Penalty: 3100.664795
	Iteration 46Q: 3 clusters Score -1315724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1315726.375000 Penalty: 3100.664795
	Iteration 47Q: 3 clusters Score -1315726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1315727.875000 Penalty: 3100.664795
	Iteration 48Q: 3 clusters Score -1315728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1315731.000000 Penalty: 3100.664795
	Iteration 49Q: 3 clusters Score -1315731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1315733.875000 Penalty: 3100.664795
	Iteration 50Q: 3 clusters Score -1315734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1315738.750000 Penalty: 3100.664795
	Iteration 51Q: 3 clusters Score -1315739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1315746.875000 Penalty: 3100.664795
	Iteration 52Q: 3 clusters Score -1315747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1315757.125000 Penalty: 3100.664795
	Iteration 53Q: 3 clusters Score -1315757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1315763.750000 Penalty: 3100.664795
	Iteration 54Q: 3 clusters Score -1315764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1315766.875000 Penalty: 3100.664795
	Iteration 55Q: 3 clusters Score -1315767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1315764.750000 Penalty: 3100.664795
	Iteration 56Q: 3 clusters Score -1315765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1315768.875000 Penalty: 3100.664795
	Iteration 57Q: 3 clusters Score -1315769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1315772.000000 Penalty: 3100.664795
	Iteration 58Q: 3 clusters Score -1315772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1315773.500000 Penalty: 3100.664795
	Iteration 59Q: 3 clusters Score -1315774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1315777.250000 Penalty: 3100.664795
	Iteration 60F: 3 clusters Score -1315777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1315779.875000 Penalty: 3100.664795
	Iteration 61Q: 3 clusters Score -1315780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1315784.875000 Penalty: 3100.664795
	Iteration 62Q: 3 clusters Score -1315785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1315788.625000 Penalty: 3100.664795
	Iteration 63Q: 3 clusters Score -1315789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1315792.000000 Penalty: 3100.664795
	Iteration 64Q: 3 clusters Score -1315792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1315790.375000 Penalty: 3100.664795
	Iteration 65Q: 3 clusters Score -1315790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1315792.375000 Penalty: 3100.664795
	Iteration 66Q: 3 clusters Score -1315792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1315795.000000 Penalty: 3100.664795
	Iteration 67Q: 3 clusters Score -1315795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1315798.250000 Penalty: 3100.664795
	Iteration 68Q: 3 clusters Score -1315798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1315799.750000 Penalty: 3100.664795
	Iteration 69Q: 3 clusters Score -1315800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1315803.375000 Penalty: 3100.664795
	Iteration 70Q: 3 clusters Score -1315803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1315803.875000 Penalty: 3100.664795
	Iteration 71Q: 3 clusters Score -1315804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1315809.750000 Penalty: 3100.664795
	Iteration 72Q: 3 clusters Score -1315810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1315811.750000 Penalty: 3100.664795
	Iteration 73Q: 3 clusters Score -1315812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1315814.875000 Penalty: 3100.664795
	Iteration 74Q: 3 clusters Score -1315815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1315816.250000 Penalty: 3100.664795
	Iteration 75Q: 3 clusters Score -1315816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1315818.250000 Penalty: 3100.664795
	Iteration 76Q: 3 clusters Score -1315818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1315818.500000 Penalty: 3100.664795
	Iteration 77Q: 3 clusters Score -1315818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1315820.625000 Penalty: 3100.664795
	Iteration 78Q: 3 clusters Score -1315821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1315820.375000 Penalty: 3100.664795
	Iteration 79Q: 3 clusters Score -1315820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1315826.750000 Penalty: 3100.664795
	Iteration 80F: 3 clusters Score -1315827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1315833.875000 Penalty: 3100.664795
	Iteration 81Q: 3 clusters Score -1315834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1315842.250000 Penalty: 3100.664795
	Iteration 82Q: 3 clusters Score -1315842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1315839.375000 Penalty: 3100.664795
	Iteration 83Q: 3 clusters Score -1315839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1315844.375000 Penalty: 3100.664795
	Iteration 84Q: 3 clusters Score -1315844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1315845.375000 Penalty: 3100.664795
	Iteration 85Q: 3 clusters Score -1315845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1315843.750000 Penalty: 3100.664795
	Iteration 86Q: 3 clusters Score -1315844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1315843.750000 Penalty: 3100.664795
	Iteration 87Q: 3 clusters Score -1315844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1315845.500000 Penalty: 3100.664795
	Iteration 88Q: 3 clusters Score -1315846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1315847.125000 Penalty: 3100.664795
	Iteration 89Q: 3 clusters Score -1315847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1315846.875000 Penalty: 3100.664795
	Iteration 90Q: 3 clusters Score -1315847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1315848.500000 Penalty: 3100.664795
	Iteration 91Q: 3 clusters Score -1315848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1315847.625000 Penalty: 3100.664795
	Iteration 92Q: 3 clusters Score -1315848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1315849.375000 Penalty: 3100.664795
	Iteration 93Q: 3 clusters Score -1315849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1315850.250000 Penalty: 3100.664795
	Iteration 94Q: 3 clusters Score -1315850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1315852.000000 Penalty: 3100.664795
	Iteration 95Q: 3 clusters Score -1315852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1315854.750000 Penalty: 3100.664795
	Iteration 96Q: 3 clusters Score -1315855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1315855.625000 Penalty: 3100.664795
	Iteration 97Q: 3 clusters Score -1315856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1315863.250000 Penalty: 3100.664795
	Iteration 98Q: 3 clusters Score -1315863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1315861.125000 Penalty: 3100.664795
	Iteration 99Q: 3 clusters Score -1315861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1315864.250000 Penalty: 3100.664795
	Iteration 100F: 3 clusters Score -1315864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1315865.125000 Penalty: 3100.664795
	Iteration 101Q: 3 clusters Score -1315865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1315868.125000 Penalty: 3100.664795
	Iteration 102Q: 3 clusters Score -1315868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1315872.125000 Penalty: 3100.664795
	Iteration 103Q: 3 clusters Score -1315872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1315874.625000 Penalty: 3100.664795
	Iteration 104Q: 3 clusters Score -1315875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1315874.875000 Penalty: 3100.664795
	Iteration 105Q: 3 clusters Score -1315875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1315878.875000 Penalty: 3100.664795
	Iteration 106Q: 3 clusters Score -1315879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1315882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1315885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1315892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1315897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1315897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1315900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1315903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1315908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1315911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1315911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1315912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1315911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1315912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1315912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1315914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1315914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1315914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1315915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1315917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1315920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1315924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1315927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1315933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1315934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1315934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1315935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1315936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1315935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1315938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1315938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1315939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
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	Iteration 138F: 3 clusters Score -1315939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 5847 members 
Mstep: Class 3 contains 13717 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 7 contains 26306 members 
Mstep: Class 8 contains 28697 members 
Mstep: Class 12 contains 106668 members 
Mstep: Class 16 contains 39230 members 
Mstep: Class 21 contains 311228 members 
Mstep: Class 22 contains 13912 members 
Entering Unmasked Estep 
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Iteration 119Q: 12 clusters Score -5.452746e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 5845 members 
Mstep: Class 3 contains 13517 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 7 contains 25720 members 
Mstep: Class 8 contains 29000 members 
Mstep: Class 12 contains 106666 members 
Mstep: Class 16 contains 39305 members 
Mstep: Class 21 contains 312017 members 
Mstep: Class 22 contains 13846 members 
Entering Unmasked Estep 
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Iteration 120F: 12 clusters Score -5.452796e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5826 members 
Mstep: Class 3 contains 13357 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 13662 members 
Mstep: Class 7 contains 25395 members 
Mstep: Class 8 contains 29253 members 
Mstep: Class 12 contains 106543 members 
Mstep: Class 16 contains 39345 members 
Mstep: Class 21 contains 312272 members 
Mstep: Class 22 contains 13805 members 
Entering Unmasked Estep 
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Iteration 121Q: 12 clusters Score -5.45281e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 5810 members 
Mstep: Class 3 contains 13231 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 13938 members 
Mstep: Class 7 contains 25180 members 
Mstep: Class 8 contains 29454 members 
Mstep: Class 12 contains 106541 members 
Mstep: Class 16 contains 39394 members 
Mstep: Class 21 contains 312245 members 
Mstep: Class 22 contains 13781 members 
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Iteration 122Q: 12 clusters Score -5.452837e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 5792 members 
Mstep: Class 3 contains 13124 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 14255 members 
Mstep: Class 7 contains 25043 members 
Mstep: Class 8 contains 29637 members 
Mstep: Class 12 contains 106566 members 
Mstep: Class 16 contains 39437 members 
Mstep: Class 21 contains 312057 members 
Mstep: Class 22 contains 13742 members 
Entering Unmasked Estep 
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Iteration 123Q: 12 clusters Score -5.452851e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 5781 members 
Mstep: Class 3 contains 13050 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 14588 members 
Mstep: Class 7 contains 24933 members 
Mstep: Class 8 contains 29844 members 
Mstep: Class 12 contains 106584 members 
Mstep: Class 16 contains 39479 members 
Mstep: Class 21 contains 311766 members 
Mstep: Class 22 contains 13704 members 
Entering Unmasked Estep 
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Iteration 124Q: 12 clusters Score -5.452874e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 3 contains 12980 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 14897 members 
Mstep: Class 7 contains 24863 members 
Mstep: Class 8 contains 30038 members 
Mstep: Class 12 contains 106610 members 
Mstep: Class 16 contains 39531 members 
Mstep: Class 21 contains 311442 members 
Mstep: Class 22 contains 13686 members 
Entering Unmasked Estep 
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Iteration 125Q: 12 clusters Score -5.452886e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 1261 members 
Mstep: Class 5 contains 15175 members 
Mstep: Class 7 contains 24825 members 
Mstep: Class 8 contains 30263 members 
Mstep: Class 12 contains 106618 members 
Mstep: Class 16 contains 39602 members 
Mstep: Class 21 contains 311060 members 
Mstep: Class 22 contains 13682 members 
Entering Unmasked Estep 
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Iteration 126Q: 12 clusters Score -5.45291e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 12839 members 
Mstep: Class 4 contains 1264 members 
Mstep: Class 5 contains 15491 members 
Mstep: Class 7 contains 24786 members 
Mstep: Class 8 contains 30482 members 
Mstep: Class 12 contains 106649 members 
Mstep: Class 16 contains 39678 members 
Mstep: Class 21 contains 310621 members 
Mstep: Class 22 contains 13682 members 
Entering Unmasked Estep 
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Iteration 127Q: 12 clusters Score -5.452924e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 12771 members 
Mstep: Class 4 contains 1265 members 
Mstep: Class 5 contains 15789 members 
Mstep: Class 7 contains 24776 members 
Mstep: Class 8 contains 30723 members 
Mstep: Class 12 contains 106679 members 
Mstep: Class 16 contains 39760 members 
Mstep: Class 21 contains 310186 members 
Mstep: Class 22 contains 13670 members 
Entering Unmasked Estep 
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Iteration 128Q: 12 clusters Score -5.452952e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 5734 members 
Mstep: Class 3 contains 12714 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 16059 members 
Mstep: Class 7 contains 24768 members 
Mstep: Class 8 contains 30997 members 
Mstep: Class 12 contains 106698 members 
Mstep: Class 16 contains 39849 members 
Mstep: Class 21 contains 309740 members 
Mstep: Class 22 contains 13653 members 
Entering Unmasked Estep 
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Iteration 129Q: 12 clusters Score -5.45298e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 5728 members 
Mstep: Class 3 contains 12629 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 5 contains 16314 members 
Mstep: Class 7 contains 24756 members 
Mstep: Class 8 contains 31286 members 
Mstep: Class 12 contains 106678 members 
Mstep: Class 16 contains 39919 members 
Mstep: Class 21 contains 309373 members 
Mstep: Class 22 contains 13646 members 
Entering Unmasked Estep 
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Iteration 130Q: 12 clusters Score -5.452998e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 12548 members 
Mstep: Class 4 contains 1275 members 
Mstep: Class 5 contains 16546 members 
Mstep: Class 7 contains 24753 members 
Mstep: Class 8 contains 31553 members 
Mstep: Class 12 contains 106644 members 
Mstep: Class 16 contains 39976 members 
Mstep: Class 21 contains 309070 members 
Mstep: Class 22 contains 13634 members 
Entering Unmasked Estep 
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Iteration 131Q: 12 clusters Score -5.453001e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 12462 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 16809 members 
Mstep: Class 7 contains 24756 members 
Mstep: Class 8 contains 31776 members 
Mstep: Class 12 contains 106635 members 
Mstep: Class 16 contains 40039 members 
Mstep: Class 21 contains 308770 members 
Mstep: Class 22 contains 13622 members 
Entering Unmasked Estep 
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Iteration 132Q: 12 clusters Score -5.453007e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 12373 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 17081 members 
Mstep: Class 7 contains 24761 members 
Mstep: Class 8 contains 31991 members 
Mstep: Class 12 contains 106619 members 
Mstep: Class 16 contains 40105 members 
Mstep: Class 21 contains 308430 members 
Mstep: Class 22 contains 13607 members 
Entering Unmasked Estep 
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Iteration 133Q: 12 clusters Score -5.453012e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 5704 members 
Mstep: Class 3 contains 12296 members 
Mstep: Class 4 contains 1280 members 
Mstep: Class 5 contains 17334 members 
Mstep: Class 7 contains 24761 members 
Mstep: Class 8 contains 32214 members 
Mstep: Class 12 contains 106586 members 
Mstep: Class 16 contains 40172 members 
Mstep: Class 21 contains 308133 members 
Mstep: Class 22 contains 13576 members 
Entering Unmasked Estep 
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Iteration 134Q: 12 clusters Score -5.453032e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 12229 members 
Mstep: Class 4 contains 1280 members 
Mstep: Class 5 contains 17559 members 
Mstep: Class 7 contains 24763 members 
Mstep: Class 8 contains 32420 members 
Mstep: Class 12 contains 106551 members 
Mstep: Class 16 contains 40219 members 
Mstep: Class 21 contains 307877 members 
Mstep: Class 22 contains 13553 members 
Entering Unmasked Estep 
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Iteration 135Q: 12 clusters Score -5.453056e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 12166 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 17763 members 
Mstep: Class 7 contains 24765 members 
Mstep: Class 8 contains 32641 members 
Mstep: Class 12 contains 106496 members 
Mstep: Class 16 contains 40278 members 
Mstep: Class 21 contains 307615 members 
Mstep: Class 22 contains 13535 members 
Entering Unmasked Estep 
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Iteration 136Q: 12 clusters Score -5.453059e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 12098 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 17943 members 
Mstep: Class 7 contains 24771 members 
Mstep: Class 8 contains 32849 members 
Mstep: Class 12 contains 106482 members 
Mstep: Class 16 contains 40347 members 
Mstep: Class 21 contains 307351 members 
Mstep: Class 22 contains 13508 members 
Entering Unmasked Estep 
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Iteration 137Q: 12 clusters Score -5.453077e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 18121 members 
Mstep: Class 7 contains 24777 members 
Mstep: Class 8 contains 33070 members 
Mstep: Class 12 contains 106430 members 
Mstep: Class 16 contains 40431 members 
Mstep: Class 21 contains 307096 members 
Mstep: Class 22 contains 13481 members 
Entering Unmasked Estep 
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Iteration 138Q: 12 clusters Score -5.453095e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 11972 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 18277 members 
Mstep: Class 7 contains 24770 members 
Mstep: Class 8 contains 33313 members 
Mstep: Class 12 contains 106408 members 
Mstep: Class 16 contains 40506 members 
Mstep: Class 21 contains 306811 members 
Mstep: Class 22 contains 13454 members 
Entering Unmasked Estep 
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Iteration 139Q: 12 clusters Score -5.453118e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 11904 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 18432 members 
Mstep: Class 7 contains 24755 members 
Mstep: Class 8 contains 33550 members 
Mstep: Class 12 contains 106354 members 
Mstep: Class 16 contains 40574 members 
Mstep: Class 21 contains 306596 members 
Mstep: Class 22 contains 13436 members 
Entering Unmasked Estep 
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Iteration 140F: 12 clusters Score -5.453129e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 11839 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 18567 members 
Mstep: Class 7 contains 24742 members 
Mstep: Class 8 contains 33804 members 
Mstep: Class 12 contains 106291 members 
Mstep: Class 16 contains 40637 members 
Mstep: Class 21 contains 306402 members 
Mstep: Class 22 contains 13403 members 
Entering Unmasked Estep 
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Iteration 141Q: 12 clusters Score -5.453128e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 11769 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 18702 members 
Mstep: Class 7 contains 24726 members 
Mstep: Class 8 contains 34047 members 
Mstep: Class 12 contains 106226 members 
Mstep: Class 16 contains 40696 members 
Mstep: Class 21 contains 306242 members 
Mstep: Class 22 contains 13364 members 
Entering Unmasked Estep 
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Iteration 142Q: 12 clusters Score -5.453158e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 11703 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 18831 members 
Mstep: Class 7 contains 24712 members 
Mstep: Class 8 contains 34264 members 
Mstep: Class 12 contains 106171 members 
Mstep: Class 16 contains 40751 members 
Mstep: Class 21 contains 306108 members 
Mstep: Class 22 contains 13322 members 
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Iteration 143Q: 12 clusters Score -5.453174e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 18950 members 
Mstep: Class 7 contains 24684 members 
Mstep: Class 8 contains 34464 members 
Mstep: Class 12 contains 106124 members 
Mstep: Class 16 contains 40819 members 
Mstep: Class 21 contains 306000 members 
Mstep: Class 22 contains 13288 members 
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Iteration 144Q: 12 clusters Score -5.453164e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 11576 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 7 contains 24654 members 
Mstep: Class 8 contains 34623 members 
Mstep: Class 12 contains 106074 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 21 contains 305951 members 
Mstep: Class 22 contains 13251 members 
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Iteration 145Q: 12 clusters Score -5.453175e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 11513 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 19142 members 
Mstep: Class 7 contains 24633 members 
Mstep: Class 8 contains 34771 members 
Mstep: Class 12 contains 106011 members 
Mstep: Class 16 contains 40958 members 
Mstep: Class 21 contains 305900 members 
Mstep: Class 22 contains 13215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531660.000000 Penalty: 23789.835938
Iteration 146Q: 12 clusters Score -5.453166e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 11464 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 19227 members 
Mstep: Class 7 contains 24625 members 
Mstep: Class 8 contains 34919 members 
Mstep: Class 12 contains 105972 members 
Mstep: Class 16 contains 41033 members 
Mstep: Class 21 contains 305797 members 
Mstep: Class 22 contains 13177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531824.000000 Penalty: 23789.835938
Iteration 147Q: 12 clusters Score -5.453182e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 5684 members 
Mstep: Class 3 contains 11418 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 19319 members 
Mstep: Class 7 contains 24618 members 
Mstep: Class 8 contains 35047 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 16 contains 41105 members 
Mstep: Class 21 contains 305719 members 
Mstep: Class 22 contains 13142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531828.000000 Penalty: 23789.835938
Iteration 148Q: 12 clusters Score -5.453183e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 11361 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 19385 members 
Mstep: Class 7 contains 24615 members 
Mstep: Class 8 contains 35172 members 
Mstep: Class 12 contains 105893 members 
Mstep: Class 16 contains 41168 members 
Mstep: Class 21 contains 305670 members 
Mstep: Class 22 contains 13117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531944.000000 Penalty: 23789.835938
Iteration 149Q: 12 clusters Score -5.453194e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 19444 members 
Mstep: Class 7 contains 24614 members 
Mstep: Class 8 contains 35260 members 
Mstep: Class 12 contains 105865 members 
Mstep: Class 16 contains 41225 members 
Mstep: Class 21 contains 305635 members 
Mstep: Class 22 contains 13097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531968.000000 Penalty: 23789.835938
Iteration 150Q: 12 clusters Score -5.453197e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 19494 members 
Mstep: Class 7 contains 24617 members 
Mstep: Class 8 contains 35352 members 
Mstep: Class 12 contains 105815 members 
Mstep: Class 16 contains 41290 members 
Mstep: Class 21 contains 305600 members 
Mstep: Class 22 contains 13084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532072.000000 Penalty: 23789.835938
Iteration 151Q: 12 clusters Score -5.453207e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 11252 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 19527 members 
Mstep: Class 7 contains 24619 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 12 contains 105760 members 
Mstep: Class 16 contains 41358 members 
Mstep: Class 21 contains 305593 members 
Mstep: Class 22 contains 13062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532152.000000 Penalty: 23789.835938
Iteration 152Q: 12 clusters Score -5.453215e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 11215 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 19556 members 
Mstep: Class 7 contains 24619 members 
Mstep: Class 8 contains 35525 members 
Mstep: Class 12 contains 105718 members 
Mstep: Class 16 contains 41426 members 
Mstep: Class 21 contains 305567 members 
Mstep: Class 22 contains 13043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532176.000000 Penalty: 23789.835938
Iteration 153Q: 12 clusters Score -5.453218e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 11169 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 19574 members 
Mstep: Class 7 contains 24620 members 
Mstep: Class 8 contains 35601 members 
Mstep: Class 12 contains 105683 members 
Mstep: Class 16 contains 41479 members 
Mstep: Class 21 contains 305565 members 
Mstep: Class 22 contains 13034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532188.000000 Penalty: 23789.835938
Iteration 154Q: 12 clusters Score -5.453219e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 11131 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 19592 members 
Mstep: Class 7 contains 24619 members 
Mstep: Class 8 contains 35666 members 
Mstep: Class 12 contains 105654 members 
Mstep: Class 16 contains 41521 members 
Mstep: Class 21 contains 305570 members 
Mstep: Class 22 contains 13016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532168.000000 Penalty: 23789.835938
Iteration 155Q: 12 clusters Score -5.453217e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 11102 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 19608 members 
Mstep: Class 7 contains 24622 members 
Mstep: Class 8 contains 35715 members 
Mstep: Class 12 contains 105631 members 
Mstep: Class 16 contains 41561 members 
Mstep: Class 21 contains 305561 members 
Mstep: Class 22 contains 13003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532212.000000 Penalty: 23789.835938
Iteration 156Q: 12 clusters Score -5.453221e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 5681 members 
Mstep: Class 3 contains 11075 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 19620 members 
Mstep: Class 7 contains 24625 members 
Mstep: Class 8 contains 35755 members 
Mstep: Class 12 contains 105613 members 
Mstep: Class 16 contains 41596 members 
Mstep: Class 21 contains 305549 members 
Mstep: Class 22 contains 12994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532268.000000 Penalty: 23789.835938
Iteration 157Q: 12 clusters Score -5.453227e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 11054 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 19637 members 
Mstep: Class 7 contains 24627 members 
Mstep: Class 8 contains 35797 members 
Mstep: Class 12 contains 105601 members 
Mstep: Class 16 contains 41617 members 
Mstep: Class 21 contains 305535 members 
Mstep: Class 22 contains 12986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54532328.000000 Penalty: 23789.835938
Iteration 158Q: 12 clusters Score -5.453233e+07 nChanged 225
Entering ConstructFrom: 
Score: -54532328.000000 Penalty: 23789.835938
Entering ConstructFrom: 
Trying to split cluster 1 (38755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Entering Unmasked Estep 
Score: -3620359.750000 Penalty: 1716.814941
	Iteration 0F: 2 clusters Score -3620360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3594409.000000 Penalty: 3433.629883
	Iteration 0F: 3 clusters Score -3594409 nChanged 18065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3604770.750000 Penalty: 3433.629883
	Iteration 1F: 3 clusters Score -3604771 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3605460.000000 Penalty: 3433.629883
	Iteration 2Q: 3 clusters Score -3605460 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3606386.750000 Penalty: 3433.629883
	Iteration 3F: 3 clusters Score -3606387 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3607511.000000 Penalty: 3433.629883
	Iteration 4F: 3 clusters Score -3607511 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3608942.250000 Penalty: 3433.629883
	Iteration 5F: 3 clusters Score -3608942 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3610748.500000 Penalty: 3433.629883
	Iteration 6F: 3 clusters Score -3610748 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3612790.500000 Penalty: 3433.629883
	Iteration 7F: 3 clusters Score -3612790 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3614502.000000 Penalty: 3433.629883
	Iteration 8F: 3 clusters Score -3614502 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3615500.500000 Penalty: 3433.629883
	Iteration 9Q: 3 clusters Score -3615500 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3615983.000000 Penalty: 3433.629883
	Iteration 10Q: 3 clusters Score -3615983 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3616312.000000 Penalty: 3433.629883
	Iteration 11Q: 3 clusters Score -3616312 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3616589.500000 Penalty: 3433.629883
	Iteration 12Q: 3 clusters Score -3616590 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3616780.750000 Penalty: 3433.629883
	Iteration 13Q: 3 clusters Score -3616781 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3616942.250000 Penalty: 3433.629883
	Iteration 14Q: 3 clusters Score -3616942 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3617084.000000 Penalty: 3433.629883
	Iteration 15Q: 3 clusters Score -3617084 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3617205.000000 Penalty: 3433.629883
	Iteration 16Q: 3 clusters Score -3617205 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3617311.250000 Penalty: 3433.629883
	Iteration 17Q: 3 clusters Score -3617311 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3617402.000000 Penalty: 3433.629883
	Iteration 18Q: 3 clusters Score -3617402 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -3617507.500000 Penalty: 3433.629883
	Iteration 19Q: 3 clusters Score -3617508 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3617589.250000 Penalty: 3433.629883
	Iteration 20F: 3 clusters Score -3617589 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -3617680.250000 Penalty: 3433.629883
	Iteration 21Q: 3 clusters Score -3617680 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3617760.500000 Penalty: 3433.629883
	Iteration 22Q: 3 clusters Score -3617760 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3617842.250000 Penalty: 3433.629883
	Iteration 23Q: 3 clusters Score -3617842 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -3617889.000000 Penalty: 3433.629883
	Iteration 24Q: 3 clusters Score -3617889 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3617947.750000 Penalty: 3433.629883
	Iteration 25Q: 3 clusters Score -3617948 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -3618026.750000 Penalty: 3433.629883
	Iteration 26Q: 3 clusters Score -3618027 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3618105.000000 Penalty: 3433.629883
	Iteration 27Q: 3 clusters Score -3618105 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3618168.000000 Penalty: 3433.629883
	Iteration 28Q: 3 clusters Score -3618168 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -3618246.750000 Penalty: 3433.629883
	Iteration 29Q: 3 clusters Score -3618247 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -3618324.250000 Penalty: 3433.629883
	Iteration 30Q: 3 clusters Score -3618324 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -3618385.250000 Penalty: 3433.629883
	Iteration 31Q: 3 clusters Score -3618385 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3618452.250000 Penalty: 3433.629883
	Iteration 32Q: 3 clusters Score -3618452 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -3618497.000000 Penalty: 3433.629883
	Iteration 33Q: 3 clusters Score -3618497 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -3618569.500000 Penalty: 3433.629883
	Iteration 34Q: 3 clusters Score -3618570 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -3618615.750000 Penalty: 3433.629883
	Iteration 35Q: 3 clusters Score -3618616 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -3618646.500000 Penalty: 3433.629883
	Iteration 36Q: 3 clusters Score -3618646 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3618683.250000 Penalty: 3433.629883
	Iteration 37Q: 3 clusters Score -3618683 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -3618730.250000 Penalty: 3433.629883
	Iteration 38Q: 3 clusters Score -3618730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -3618783.750000 Penalty: 3433.629883
	Iteration 39Q: 3 clusters Score -3618784 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -3618803.500000 Penalty: 3433.629883
	Iteration 40F: 3 clusters Score -3618804 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3618829.500000 Penalty: 3433.629883
	Iteration 41Q: 3 clusters Score -3618830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -3618848.000000 Penalty: 3433.629883
	Iteration 42Q: 3 clusters Score -3618848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -3618873.000000 Penalty: 3433.629883
	Iteration 43Q: 3 clusters Score -3618873 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -3618898.500000 Penalty: 3433.629883
	Iteration 44Q: 3 clusters Score -3618898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -3618913.000000 Penalty: 3433.629883
	Iteration 45Q: 3 clusters Score -3618913 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3618927.750000 Penalty: 3433.629883
	Iteration 46Q: 3 clusters Score -3618928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -3618946.000000 Penalty: 3433.629883
	Iteration 47Q: 3 clusters Score -3618946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -3618955.750000 Penalty: 3433.629883
	Iteration 48Q: 3 clusters Score -3618956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -3618955.750000 Penalty: 3433.629883
	Iteration 49Q: 3 clusters Score -3618956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -3618967.750000 Penalty: 3433.629883
	Iteration 50Q: 3 clusters Score -3618968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -3618984.750000 Penalty: 3433.629883
	Iteration 51Q: 3 clusters Score -3618985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -3618991.500000 Penalty: 3433.629883
	Iteration 52Q: 3 clusters Score -3618992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -3618994.750000 Penalty: 3433.629883
	Iteration 53Q: 3 clusters Score -3618995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -3618998.000000 Penalty: 3433.629883
	Iteration 54Q: 3 clusters Score -3618998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -3619008.500000 Penalty: 3433.629883
	Iteration 55Q: 3 clusters Score -3619008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -3619018.750000 Penalty: 3433.629883
	Iteration 56Q: 3 clusters Score -3619019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -3619027.500000 Penalty: 3433.629883
	Iteration 57Q: 3 clusters Score -3619028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -3619021.750000 Penalty: 3433.629883
	Iteration 58Q: 3 clusters Score -3619022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -3619033.500000 Penalty: 3433.629883
	Iteration 59Q: 3 clusters Score -3619034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -3619030.000000 Penalty: 3433.629883
	Iteration 60F: 3 clusters Score -3619030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -3619038.500000 Penalty: 3433.629883
	Iteration 61Q: 3 clusters Score -3619038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -3619047.750000 Penalty: 3433.629883
	Iteration 62Q: 3 clusters Score -3619048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3619056.000000 Penalty: 3433.629883
	Iteration 63Q: 3 clusters Score -3619056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -3619054.000000 Penalty: 3433.629883
	Iteration 64Q: 3 clusters Score -3619054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -3619059.000000 Penalty: 3433.629883
	Iteration 65Q: 3 clusters Score -3619059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -3619053.750000 Penalty: 3433.629883
	Iteration 66Q: 3 clusters Score -3619054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -3619065.250000 Penalty: 3433.629883
	Iteration 67Q: 3 clusters Score -3619065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -3619069.000000 Penalty: 3433.629883
	Iteration 68Q: 3 clusters Score -3619069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -3619077.750000 Penalty: 3433.629883
	Iteration 69Q: 3 clusters Score -3619078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -3619086.250000 Penalty: 3433.629883
	Iteration 70Q: 3 clusters Score -3619086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -3619091.500000 Penalty: 3433.629883
	Iteration 71Q: 3 clusters Score -3619092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3619091.500000 Penalty: 3433.629883
	Iteration 72Q: 3 clusters Score -3619092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -3619093.750000 Penalty: 3433.629883
	Iteration 73Q: 3 clusters Score -3619094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -3619095.750000 Penalty: 3433.629883
	Iteration 74Q: 3 clusters Score -3619096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -3619101.000000 Penalty: 3433.629883
	Iteration 75Q: 3 clusters Score -3619101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -3619104.250000 Penalty: 3433.629883
	Iteration 76Q: 3 clusters Score -3619104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -3619103.000000 Penalty: 3433.629883
	Iteration 77Q: 3 clusters Score -3619103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -3619108.250000 Penalty: 3433.629883
	Iteration 78Q: 3 clusters Score -3619108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -3619110.750000 Penalty: 3433.629883
	Iteration 79Q: 3 clusters Score -3619111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3619108.500000 Penalty: 3433.629883
	Iteration 80F: 3 clusters Score -3619108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -3619104.000000 Penalty: 3433.629883
	Iteration 81Q: 3 clusters Score -3619104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -3619108.000000 Penalty: 3433.629883
	Iteration 82Q: 3 clusters Score -3619108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -3619108.000000 Penalty: 3433.629883
	Iteration 83Q: 3 clusters Score -3619108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -3619110.750000 Penalty: 3433.629883
	Iteration 84Q: 3 clusters Score -3619111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3619109.750000 Penalty: 3433.629883
	Iteration 85Q: 3 clusters Score -3619110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -3619117.000000 Penalty: 3433.629883
	Iteration 86Q: 3 clusters Score -3619117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -3619113.500000 Penalty: 3433.629883
	Iteration 87Q: 3 clusters Score -3619114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -3619110.250000 Penalty: 3433.629883
	Iteration 88Q: 3 clusters Score -3619110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -3619118.000000 Penalty: 3433.629883
	Iteration 89Q: 3 clusters Score -3619118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -3619120.000000 Penalty: 3433.629883
	Iteration 90Q: 3 clusters Score -3619120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -3619117.000000 Penalty: 3433.629883
	Iteration 91Q: 3 clusters Score -3619117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3619127.500000 Penalty: 3433.629883
	Iteration 92Q: 3 clusters Score -3619128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -3619127.750000 Penalty: 3433.629883
	Iteration 93Q: 3 clusters Score -3619128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3619126.000000 Penalty: 3433.629883
	Iteration 94Q: 3 clusters Score -3619126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -3619132.750000 Penalty: 3433.629883
	Iteration 95Q: 3 clusters Score -3619133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -3619128.750000 Penalty: 3433.629883
	Iteration 96Q: 3 clusters Score -3619129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -3619131.000000 Penalty: 3433.629883
	Iteration 97Q: 3 clusters Score -3619131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -3619127.750000 Penalty: 3433.629883
	Iteration 98Q: 3 clusters Score -3619128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -3619130.000000 Penalty: 3433.629883
	Iteration 99Q: 3 clusters Score -3619130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -3619128.500000 Penalty: 3433.629883
	Iteration 100F: 3 clusters Score -3619128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3619135.500000 Penalty: 3433.629883
	Iteration 101Q: 3 clusters Score -3619136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -3619139.500000 Penalty: 3433.629883
	Iteration 102Q: 3 clusters Score -3619140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -3619137.250000 Penalty: 3433.629883
	Iteration 103Q: 3 clusters Score -3619137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -3619141.250000 Penalty: 3433.629883
	Iteration 104Q: 3 clusters Score -3619141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -3619142.250000 Penalty: 3433.629883
	Iteration 105Q: 3 clusters Score -3619142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -3619144.500000 Penalty: 3433.629883
	Iteration 106Q: 3 clusters Score -3619144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -3619144.500000 Penalty: 3433.629883
	Iteration 107Q: 3 clusters Score -3619144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3619150.250000 Penalty: 3433.629883
	Iteration 108Q: 3 clusters Score -3619150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -3619153.000000 Penalty: 3433.629883
	Iteration 109Q: 3 clusters Score -3619153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -3619158.750000 Penalty: 3433.629883
	Iteration 110Q: 3 clusters Score -3619159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -3619160.750000 Penalty: 3433.629883
	Iteration 111Q: 3 clusters Score -3619161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -3619159.000000 Penalty: 3433.629883
	Iteration 112Q: 3 clusters Score -3619159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -3619151.500000 Penalty: 3433.629883
	Iteration 113Q: 3 clusters Score -3619152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -3619150.750000 Penalty: 3433.629883
	Iteration 114Q: 3 clusters Score -3619151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -3619150.250000 Penalty: 3433.629883
	Iteration 115Q: 3 clusters Score -3619150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -3619150.500000 Penalty: 3433.629883
	Iteration 116Q: 3 clusters Score -3619150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -3619153.750000 Penalty: 3433.629883
	Iteration 117Q: 3 clusters Score -3619154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -3619156.750000 Penalty: 3433.629883
	Iteration 118Q: 3 clusters Score -3619157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -3619155.750000 Penalty: 3433.629883
	Iteration 119Q: 3 clusters Score -3619156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -3619156.000000 Penalty: 3433.629883
	Iteration 120F: 3 clusters Score -3619156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -3619155.750000 Penalty: 3433.629883
	Iteration 121Q: 3 clusters Score -3619156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -3619159.000000 Penalty: 3433.629883
	Iteration 122Q: 3 clusters Score -3619159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -3619158.250000 Penalty: 3433.629883
	Iteration 123Q: 3 clusters Score -3619158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -3619158.250000 Penalty: 3433.629883
	Iteration 124F: 3 clusters Score -3619158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Entering Unmasked Estep 
Score: -499319.562500 Penalty: 1404.764893
	Iteration 0F: 2 clusters Score -499319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -494873.906250 Penalty: 2809.529785
	Iteration 0F: 3 clusters Score -494873.9 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -496178.968750 Penalty: 2809.529785
	Iteration 1F: 3 clusters Score -496179 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -496445.062500 Penalty: 2809.529785
	Iteration 2F: 3 clusters Score -496445.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -496643.937500 Penalty: 2809.529785
	Iteration 3F: 3 clusters Score -496643.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -496833.656250 Penalty: 2809.529785
	Iteration 4F: 3 clusters Score -496833.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -497080.437500 Penalty: 2809.529785
	Iteration 5Q: 3 clusters Score -497080.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -497302.781250 Penalty: 2809.529785
	Iteration 6F: 3 clusters Score -497302.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -497511.406250 Penalty: 2809.529785
	Iteration 7Q: 3 clusters Score -497511.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -497713.187500 Penalty: 2809.529785
	Iteration 8Q: 3 clusters Score -497713.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -497914.156250 Penalty: 2809.529785
	Iteration 9Q: 3 clusters Score -497914.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -498109.125000 Penalty: 2809.529785
	Iteration 10Q: 3 clusters Score -498109.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -498244.843750 Penalty: 2809.529785
	Iteration 11Q: 3 clusters Score -498244.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -498338.218750 Penalty: 2809.529785
	Iteration 12Q: 3 clusters Score -498338.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -498399.187500 Penalty: 2809.529785
	Iteration 13Q: 3 clusters Score -498399.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -498439.218750 Penalty: 2809.529785
	Iteration 14Q: 3 clusters Score -498439.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -498468.031250 Penalty: 2809.529785
	Iteration 15Q: 3 clusters Score -498468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -498483.156250 Penalty: 2809.529785
	Iteration 16Q: 3 clusters Score -498483.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -498491.656250 Penalty: 2809.529785
	Iteration 17Q: 3 clusters Score -498491.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -498494.656250 Penalty: 2809.529785
	Iteration 18Q: 3 clusters Score -498494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -498495.250000 Penalty: 2809.529785
	Iteration 19Q: 3 clusters Score -498495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -498495.531250 Penalty: 2809.529785
	Iteration 20F: 3 clusters Score -498495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -498496.125000 Penalty: 2809.529785
	Iteration 21Q: 3 clusters Score -498496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -498496.187500 Penalty: 2809.529785
	Iteration 22Q: 3 clusters Score -498496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -498497.000000 Penalty: 2809.529785
	Iteration 23Q: 3 clusters Score -498497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -498497.218750 Penalty: 2809.529785
	Iteration 24Q: 3 clusters Score -498497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -498497.343750 Penalty: 2809.529785
	Iteration 25Q: 3 clusters Score -498497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -498497.687500 Penalty: 2809.529785
	Iteration 26Q: 3 clusters Score -498497.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -498497.687500 Penalty: 2809.529785
	Iteration 27F: 3 clusters Score -498497.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Entering Unmasked Estep 
Score: -1030362.437500 Penalty: 1512.492920
	Iteration 0F: 2 clusters Score -1030362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1022596.625000 Penalty: 3024.985840
	Iteration 0F: 3 clusters Score -1022597 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1025263.625000 Penalty: 3024.985840
	Iteration 1F: 3 clusters Score -1025264 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1025698.812500 Penalty: 3024.985840
	Iteration 2F: 3 clusters Score -1025699 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1026149.937500 Penalty: 3024.985840
	Iteration 3F: 3 clusters Score -1026150 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1026634.500000 Penalty: 3024.985840
	Iteration 4F: 3 clusters Score -1026634 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1027137.000000 Penalty: 3024.985840
	Iteration 5F: 3 clusters Score -1027137 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1027634.625000 Penalty: 3024.985840
	Iteration 6F: 3 clusters Score -1027635 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1028081.875000 Penalty: 3024.985840
	Iteration 7F: 3 clusters Score -1028082 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1028398.250000 Penalty: 3024.985840
	Iteration 8Q: 3 clusters Score -1028398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1028607.312500 Penalty: 3024.985840
	Iteration 9Q: 3 clusters Score -1028607 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1028731.812500 Penalty: 3024.985840
	Iteration 10Q: 3 clusters Score -1028732 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1028835.812500 Penalty: 3024.985840
	Iteration 11Q: 3 clusters Score -1028836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1028916.812500 Penalty: 3024.985840
	Iteration 12Q: 3 clusters Score -1028917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1028980.750000 Penalty: 3024.985840
	Iteration 13Q: 3 clusters Score -1028981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1029027.562500 Penalty: 3024.985840
	Iteration 14Q: 3 clusters Score -1029028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1029066.125000 Penalty: 3024.985840
	Iteration 15Q: 3 clusters Score -1029066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1029101.437500 Penalty: 3024.985840
	Iteration 16Q: 3 clusters Score -1029101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1029124.312500 Penalty: 3024.985840
	Iteration 17Q: 3 clusters Score -1029124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1029139.875000 Penalty: 3024.985840
	Iteration 18Q: 3 clusters Score -1029140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1029158.312500 Penalty: 3024.985840
	Iteration 19Q: 3 clusters Score -1029158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1029170.750000 Penalty: 3024.985840
	Iteration 20F: 3 clusters Score -1029171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1029187.437500 Penalty: 3024.985840
	Iteration 21Q: 3 clusters Score -1029187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1029195.375000 Penalty: 3024.985840
	Iteration 22Q: 3 clusters Score -1029195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1029214.500000 Penalty: 3024.985840
	Iteration 23Q: 3 clusters Score -1029214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1029229.187500 Penalty: 3024.985840
	Iteration 24Q: 3 clusters Score -1029229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1029243.500000 Penalty: 3024.985840
	Iteration 25Q: 3 clusters Score -1029244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1029256.125000 Penalty: 3024.985840
	Iteration 26Q: 3 clusters Score -1029256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1029270.750000 Penalty: 3024.985840
	Iteration 27Q: 3 clusters Score -1029271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1029284.812500 Penalty: 3024.985840
	Iteration 28Q: 3 clusters Score -1029285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1029292.500000 Penalty: 3024.985840
	Iteration 29Q: 3 clusters Score -1029292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1029297.000000 Penalty: 3024.985840
	Iteration 30Q: 3 clusters Score -1029297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1029300.062500 Penalty: 3024.985840
	Iteration 31Q: 3 clusters Score -1029300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1029307.000000 Penalty: 3024.985840
	Iteration 32Q: 3 clusters Score -1029307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1029307.375000 Penalty: 3024.985840
	Iteration 33Q: 3 clusters Score -1029307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1029309.500000 Penalty: 3024.985840
	Iteration 34Q: 3 clusters Score -1029310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1029312.500000 Penalty: 3024.985840
	Iteration 35Q: 3 clusters Score -1029312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1029314.500000 Penalty: 3024.985840
	Iteration 36Q: 3 clusters Score -1029314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1029316.750000 Penalty: 3024.985840
	Iteration 37Q: 3 clusters Score -1029317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1029316.125000 Penalty: 3024.985840
	Iteration 38Q: 3 clusters Score -1029316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1029317.937500 Penalty: 3024.985840
	Iteration 39Q: 3 clusters Score -1029318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1029319.062500 Penalty: 3024.985840
	Iteration 40F: 3 clusters Score -1029319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -101797.687500 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -101797.7 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 627 members 
Entering Unmasked Estep 
Score: -100205.687500 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -100205.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -100550.328125 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -100550.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -100705.203125 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -100705.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -100847.164062 Penalty: 2325.503906
	Iteration 3F: 3 clusters Score -100847.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101074.289062 Penalty: 2325.503906
	Iteration 4F: 3 clusters Score -101074.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101345.539062 Penalty: 2325.503906
	Iteration 5F: 3 clusters Score -101345.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -101612.718750 Penalty: 2325.503906
	Iteration 6F: 3 clusters Score -101612.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -101758.226562 Penalty: 2325.503906
	Iteration 7F: 3 clusters Score -101758.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -101811.109375 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -101811.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101838.531250 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -101838.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101872.734375 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -101872.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101896.328125 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -101896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101908.132812 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -101908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101913.054688 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -101913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101918.101562 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -101918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101922.257812 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -101922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101923.421875 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -101923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101924.664062 Penalty: 2325.503906
	Iteration 17Q: 3 clusters Score -101924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101924.664062 Penalty: 2325.503906
	Iteration 18F: 3 clusters Score -101924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 19662 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 24631 members 
Mstep: Class 8 contains 35841 members 
Mstep: Class 12 contains 105589 members 
Mstep: Class 16 contains 41637 members 
Mstep: Class 21 contains 305526 members 
Mstep: Class 22 contains 12969 members 
Entering Unmasked Estep 
Score: -54531432.000000 Penalty: 25952.548828
Splitting cluster 4 changes total score from -54532328.000000 to -54531432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (19662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Entering Unmasked Estep 
Score: -1842616.250000 Penalty: 1606.546997
	Iteration 0F: 2 clusters Score -1842616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1829137.750000 Penalty: 3213.093994
	Iteration 0F: 3 clusters Score -1829138 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1833903.875000 Penalty: 3213.093994
	Iteration 1F: 3 clusters Score -1833904 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1834226.750000 Penalty: 3213.093994
	Iteration 2Q: 3 clusters Score -1834227 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1834607.625000 Penalty: 3213.093994
	Iteration 3Q: 3 clusters Score -1834608 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1835134.125000 Penalty: 3213.093994
	Iteration 4Q: 3 clusters Score -1835134 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1835945.500000 Penalty: 3213.093994
	Iteration 5F: 3 clusters Score -1835946 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1837064.375000 Penalty: 3213.093994
	Iteration 6F: 3 clusters Score -1837064 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1838382.875000 Penalty: 3213.093994
	Iteration 7F: 3 clusters Score -1838383 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -1839590.750000 Penalty: 3213.093994
	Iteration 8F: 3 clusters Score -1839591 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1840386.875000 Penalty: 3213.093994
	Iteration 9Q: 3 clusters Score -1840387 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1840796.500000 Penalty: 3213.093994
	Iteration 10Q: 3 clusters Score -1840796 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1840995.750000 Penalty: 3213.093994
	Iteration 11Q: 3 clusters Score -1840996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1841087.125000 Penalty: 3213.093994
	Iteration 12Q: 3 clusters Score -1841087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1841138.875000 Penalty: 3213.093994
	Iteration 13Q: 3 clusters Score -1841139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1841165.875000 Penalty: 3213.093994
	Iteration 14Q: 3 clusters Score -1841166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1841186.750000 Penalty: 3213.093994
	Iteration 15Q: 3 clusters Score -1841187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1841197.750000 Penalty: 3213.093994
	Iteration 16Q: 3 clusters Score -1841198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1841204.000000 Penalty: 3213.093994
	Iteration 17Q: 3 clusters Score -1841204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -1841208.000000 Penalty: 3213.093994
	Iteration 18Q: 3 clusters Score -1841208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1841210.000000 Penalty: 3213.093994
	Iteration 19Q: 3 clusters Score -1841210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1841214.875000 Penalty: 3213.093994
	Iteration 20F: 3 clusters Score -1841215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1841213.375000 Penalty: 3213.093994
	Iteration 21Q: 3 clusters Score -1841213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -1841219.875000 Penalty: 3213.093994
	Iteration 22Q: 3 clusters Score -1841220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -1841219.875000 Penalty: 3213.093994
	Iteration 23F: 3 clusters Score -1841220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Entering Unmasked Estep 
Score: -2220957.250000 Penalty: 1643.161133
	Iteration 0F: 2 clusters Score -2220957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2204201.750000 Penalty: 3286.322266
	Iteration 0F: 3 clusters Score -2204202 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2210431.000000 Penalty: 3286.322266
	Iteration 1F: 3 clusters Score -2210431 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2210766.750000 Penalty: 3286.322266
	Iteration 2Q: 3 clusters Score -2210767 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2211048.250000 Penalty: 3286.322266
	Iteration 3Q: 3 clusters Score -2211048 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2211315.500000 Penalty: 3286.322266
	Iteration 4Q: 3 clusters Score -2211316 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2211538.750000 Penalty: 3286.322266
	Iteration 5Q: 3 clusters Score -2211539 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2211790.250000 Penalty: 3286.322266
	Iteration 6Q: 3 clusters Score -2211790 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2212105.500000 Penalty: 3286.322266
	Iteration 7Q: 3 clusters Score -2212106 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2212471.250000 Penalty: 3286.322266
	Iteration 8Q: 3 clusters Score -2212471 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2212941.750000 Penalty: 3286.322266
	Iteration 9Q: 3 clusters Score -2212942 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2213596.500000 Penalty: 3286.322266
	Iteration 10Q: 3 clusters Score -2213596 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2214504.500000 Penalty: 3286.322266
	Iteration 11Q: 3 clusters Score -2214504 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2215403.750000 Penalty: 3286.322266
	Iteration 12F: 3 clusters Score -2215404 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2216055.000000 Penalty: 3286.322266
	Iteration 13Q: 3 clusters Score -2216055 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2216552.250000 Penalty: 3286.322266
	Iteration 14Q: 3 clusters Score -2216552 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2216924.000000 Penalty: 3286.322266
	Iteration 15Q: 3 clusters Score -2216924 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2217209.000000 Penalty: 3286.322266
	Iteration 16Q: 3 clusters Score -2217209 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2217458.250000 Penalty: 3286.322266
	Iteration 17Q: 3 clusters Score -2217458 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2217682.000000 Penalty: 3286.322266
	Iteration 18Q: 3 clusters Score -2217682 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2217878.250000 Penalty: 3286.322266
	Iteration 19Q: 3 clusters Score -2217878 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2218058.750000 Penalty: 3286.322266
	Iteration 20F: 3 clusters Score -2218059 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2218222.500000 Penalty: 3286.322266
	Iteration 21Q: 3 clusters Score -2218222 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2218371.250000 Penalty: 3286.322266
	Iteration 22Q: 3 clusters Score -2218371 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2218493.250000 Penalty: 3286.322266
	Iteration 23Q: 3 clusters Score -2218493 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2218628.000000 Penalty: 3286.322266
	Iteration 24Q: 3 clusters Score -2218628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2218759.250000 Penalty: 3286.322266
	Iteration 25Q: 3 clusters Score -2218759 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2218870.000000 Penalty: 3286.322266
	Iteration 26Q: 3 clusters Score -2218870 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2218959.750000 Penalty: 3286.322266
	Iteration 27Q: 3 clusters Score -2218960 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2219040.750000 Penalty: 3286.322266
	Iteration 28Q: 3 clusters Score -2219041 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2219113.250000 Penalty: 3286.322266
	Iteration 29Q: 3 clusters Score -2219113 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2219165.000000 Penalty: 3286.322266
	Iteration 30Q: 3 clusters Score -2219165 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2219223.250000 Penalty: 3286.322266
	Iteration 31Q: 3 clusters Score -2219223 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2219267.750000 Penalty: 3286.322266
	Iteration 32Q: 3 clusters Score -2219268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2219309.750000 Penalty: 3286.322266
	Iteration 33Q: 3 clusters Score -2219310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2219341.500000 Penalty: 3286.322266
	Iteration 34Q: 3 clusters Score -2219342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2219377.500000 Penalty: 3286.322266
	Iteration 35Q: 3 clusters Score -2219378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2219397.750000 Penalty: 3286.322266
	Iteration 36Q: 3 clusters Score -2219398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2219413.000000 Penalty: 3286.322266
	Iteration 37Q: 3 clusters Score -2219413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2219422.750000 Penalty: 3286.322266
	Iteration 38Q: 3 clusters Score -2219423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -2219436.500000 Penalty: 3286.322266
	Iteration 39Q: 3 clusters Score -2219436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2219439.750000 Penalty: 3286.322266
	Iteration 40F: 3 clusters Score -2219440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2219447.000000 Penalty: 3286.322266
	Iteration 41Q: 3 clusters Score -2219447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2219456.250000 Penalty: 3286.322266
	Iteration 42Q: 3 clusters Score -2219456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2219465.500000 Penalty: 3286.322266
	Iteration 43Q: 3 clusters Score -2219466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2219469.250000 Penalty: 3286.322266
	Iteration 44Q: 3 clusters Score -2219469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2219473.750000 Penalty: 3286.322266
	Iteration 45Q: 3 clusters Score -2219474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2219477.750000 Penalty: 3286.322266
	Iteration 46Q: 3 clusters Score -2219478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -2219481.500000 Penalty: 3286.322266
	Iteration 47Q: 3 clusters Score -2219482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2219490.000000 Penalty: 3286.322266
	Iteration 48Q: 3 clusters Score -2219490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2219494.500000 Penalty: 3286.322266
	Iteration 49Q: 3 clusters Score -2219494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2219496.750000 Penalty: 3286.322266
	Iteration 50Q: 3 clusters Score -2219497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2219498.500000 Penalty: 3286.322266
	Iteration 51Q: 3 clusters Score -2219498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2219502.250000 Penalty: 3286.322266
	Iteration 52Q: 3 clusters Score -2219502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2219506.000000 Penalty: 3286.322266
	Iteration 53Q: 3 clusters Score -2219506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2219512.500000 Penalty: 3286.322266
	Iteration 54Q: 3 clusters Score -2219512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2219514.500000 Penalty: 3286.322266
	Iteration 55Q: 3 clusters Score -2219514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2219517.750000 Penalty: 3286.322266
	Iteration 56Q: 3 clusters Score -2219518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2219519.500000 Penalty: 3286.322266
	Iteration 57Q: 3 clusters Score -2219520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2219520.500000 Penalty: 3286.322266
	Iteration 58Q: 3 clusters Score -2219520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2219524.750000 Penalty: 3286.322266
	Iteration 59Q: 3 clusters Score -2219525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2219526.500000 Penalty: 3286.322266
	Iteration 60F: 3 clusters Score -2219526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2219529.000000 Penalty: 3286.322266
	Iteration 61Q: 3 clusters Score -2219529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2219529.500000 Penalty: 3286.322266
	Iteration 62Q: 3 clusters Score -2219530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2219531.000000 Penalty: 3286.322266
	Iteration 63Q: 3 clusters Score -2219531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -2219533.500000 Penalty: 3286.322266
	Iteration 64Q: 3 clusters Score -2219534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2219535.000000 Penalty: 3286.322266
	Iteration 65Q: 3 clusters Score -2219535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2219536.500000 Penalty: 3286.322266
	Iteration 66Q: 3 clusters Score -2219536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2219536.000000 Penalty: 3286.322266
	Iteration 67Q: 3 clusters Score -2219536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2219537.250000 Penalty: 3286.322266
	Iteration 68Q: 3 clusters Score -2219537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2219540.250000 Penalty: 3286.322266
	Iteration 69Q: 3 clusters Score -2219540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2219543.250000 Penalty: 3286.322266
	Iteration 70Q: 3 clusters Score -2219543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2219543.250000 Penalty: 3286.322266
	Iteration 71F: 3 clusters Score -2219543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Entering Unmasked Estep 
Score: -3353439.250000 Penalty: 1704.112793
	Iteration 0F: 2 clusters Score -3353439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3329276.750000 Penalty: 3408.225586
	Iteration 0F: 3 clusters Score -3329277 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3338617.500000 Penalty: 3408.225586
	Iteration 1F: 3 clusters Score -3338618 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3339336.250000 Penalty: 3408.225586
	Iteration 2F: 3 clusters Score -3339336 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3340246.750000 Penalty: 3408.225586
	Iteration 3F: 3 clusters Score -3340247 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3341571.750000 Penalty: 3408.225586
	Iteration 4F: 3 clusters Score -3341572 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3343229.000000 Penalty: 3408.225586
	Iteration 5F: 3 clusters Score -3343229 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3345350.250000 Penalty: 3408.225586
	Iteration 6F: 3 clusters Score -3345350 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3347587.750000 Penalty: 3408.225586
	Iteration 7F: 3 clusters Score -3347588 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3349374.500000 Penalty: 3408.225586
	Iteration 8F: 3 clusters Score -3349374 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3350268.500000 Penalty: 3408.225586
	Iteration 9Q: 3 clusters Score -3350268 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -3350606.750000 Penalty: 3408.225586
	Iteration 10Q: 3 clusters Score -3350607 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3350779.500000 Penalty: 3408.225586
	Iteration 11Q: 3 clusters Score -3350780 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3350896.750000 Penalty: 3408.225586
	Iteration 12Q: 3 clusters Score -3350897 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -3351022.000000 Penalty: 3408.225586
	Iteration 13Q: 3 clusters Score -3351022 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3351152.250000 Penalty: 3408.225586
	Iteration 14Q: 3 clusters Score -3351152 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3351271.250000 Penalty: 3408.225586
	Iteration 15Q: 3 clusters Score -3351271 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3351391.500000 Penalty: 3408.225586
	Iteration 16Q: 3 clusters Score -3351392 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3351488.000000 Penalty: 3408.225586
	Iteration 17Q: 3 clusters Score -3351488 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -3351573.500000 Penalty: 3408.225586
	Iteration 18Q: 3 clusters Score -3351574 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -3351645.000000 Penalty: 3408.225586
	Iteration 19Q: 3 clusters Score -3351645 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -3351688.000000 Penalty: 3408.225586
	Iteration 20F: 3 clusters Score -3351688 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3351717.000000 Penalty: 3408.225586
	Iteration 21Q: 3 clusters Score -3351717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -3351765.250000 Penalty: 3408.225586
	Iteration 22Q: 3 clusters Score -3351765 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3351810.000000 Penalty: 3408.225586
	Iteration 23Q: 3 clusters Score -3351810 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -3351852.000000 Penalty: 3408.225586
	Iteration 24Q: 3 clusters Score -3351852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -3351890.750000 Penalty: 3408.225586
	Iteration 25Q: 3 clusters Score -3351891 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -3351918.500000 Penalty: 3408.225586
	Iteration 26Q: 3 clusters Score -3351918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -3351951.750000 Penalty: 3408.225586
	Iteration 27Q: 3 clusters Score -3351952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -3351976.750000 Penalty: 3408.225586
	Iteration 28Q: 3 clusters Score -3351977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -3351999.500000 Penalty: 3408.225586
	Iteration 29Q: 3 clusters Score -3352000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -3352019.000000 Penalty: 3408.225586
	Iteration 30Q: 3 clusters Score -3352019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -3352042.500000 Penalty: 3408.225586
	Iteration 31Q: 3 clusters Score -3352042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -3352045.000000 Penalty: 3408.225586
	Iteration 32Q: 3 clusters Score -3352045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -3352044.000000 Penalty: 3408.225586
	Iteration 33Q: 3 clusters Score -3352044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -3352055.250000 Penalty: 3408.225586
	Iteration 34Q: 3 clusters Score -3352055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -3352062.500000 Penalty: 3408.225586
	Iteration 35Q: 3 clusters Score -3352062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3352063.500000 Penalty: 3408.225586
	Iteration 36Q: 3 clusters Score -3352064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -3352066.500000 Penalty: 3408.225586
	Iteration 37Q: 3 clusters Score -3352066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -3352076.500000 Penalty: 3408.225586
	Iteration 38Q: 3 clusters Score -3352076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -3352083.000000 Penalty: 3408.225586
	Iteration 39Q: 3 clusters Score -3352083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -3352089.500000 Penalty: 3408.225586
	Iteration 40F: 3 clusters Score -3352090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3352096.750000 Penalty: 3408.225586
	Iteration 41Q: 3 clusters Score -3352097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -3352100.000000 Penalty: 3408.225586
	Iteration 42Q: 3 clusters Score -3352100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -3352104.250000 Penalty: 3408.225586
	Iteration 43Q: 3 clusters Score -3352104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -3352113.750000 Penalty: 3408.225586
	Iteration 44Q: 3 clusters Score -3352114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -3352119.750000 Penalty: 3408.225586
	Iteration 45Q: 3 clusters Score -3352120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -3352130.000000 Penalty: 3408.225586
	Iteration 46Q: 3 clusters Score -3352130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -3352136.750000 Penalty: 3408.225586
	Iteration 47Q: 3 clusters Score -3352137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -3352146.000000 Penalty: 3408.225586
	Iteration 48Q: 3 clusters Score -3352146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -3352157.250000 Penalty: 3408.225586
	Iteration 49Q: 3 clusters Score -3352157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -3352168.500000 Penalty: 3408.225586
	Iteration 50Q: 3 clusters Score -3352168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -3352172.750000 Penalty: 3408.225586
	Iteration 51Q: 3 clusters Score -3352173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3352170.500000 Penalty: 3408.225586
	Iteration 52Q: 3 clusters Score -3352170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -3352178.750000 Penalty: 3408.225586
	Iteration 53Q: 3 clusters Score -3352179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -3352177.500000 Penalty: 3408.225586
	Iteration 54Q: 3 clusters Score -3352178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -3352185.500000 Penalty: 3408.225586
	Iteration 55Q: 3 clusters Score -3352186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -3352185.500000 Penalty: 3408.225586
	Iteration 56Q: 3 clusters Score -3352186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -3352189.500000 Penalty: 3408.225586
	Iteration 57Q: 3 clusters Score -3352190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -3352191.500000 Penalty: 3408.225586
	Iteration 58Q: 3 clusters Score -3352192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -3352189.000000 Penalty: 3408.225586
	Iteration 59Q: 3 clusters Score -3352189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -3352194.500000 Penalty: 3408.225586
	Iteration 60F: 3 clusters Score -3352194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -3352193.000000 Penalty: 3408.225586
	Iteration 61Q: 3 clusters Score -3352193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3352193.750000 Penalty: 3408.225586
	Iteration 62Q: 3 clusters Score -3352194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -3352190.500000 Penalty: 3408.225586
	Iteration 63Q: 3 clusters Score -3352190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -3352190.500000 Penalty: 3408.225586
	Iteration 64F: 3 clusters Score -3352190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (105589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Entering Unmasked Estep 
Score: -9755131.000000 Penalty: 1879.687744
	Iteration 0F: 2 clusters Score -9755131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -9684262.000000 Penalty: 3759.375488
	Iteration 0F: 3 clusters Score -9684262 nChanged 50637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -9714429.000000 Penalty: 3759.375488
	Iteration 1F: 3 clusters Score -9714429 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -9715897.000000 Penalty: 3759.375488
	Iteration 2Q: 3 clusters Score -9715897 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -9718154.000000 Penalty: 3759.375488
	Iteration 3Q: 3 clusters Score -9718154 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -9721480.000000 Penalty: 3759.375488
	Iteration 4F: 3 clusters Score -9721480 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -9726096.000000 Penalty: 3759.375488
	Iteration 5F: 3 clusters Score -9726096 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -9731556.000000 Penalty: 3759.375488
	Iteration 6F: 3 clusters Score -9731556 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -9735935.000000 Penalty: 3759.375488
	Iteration 7F: 3 clusters Score -9735935 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -9738202.000000 Penalty: 3759.375488
	Iteration 8Q: 3 clusters Score -9738202 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -9739271.000000 Penalty: 3759.375488
	Iteration 9Q: 3 clusters Score -9739271 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -9740055.000000 Penalty: 3759.375488
	Iteration 10Q: 3 clusters Score -9740055 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -9741100.000000 Penalty: 3759.375488
	Iteration 11Q: 3 clusters Score -9741100 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -9742672.000000 Penalty: 3759.375488
	Iteration 12Q: 3 clusters Score -9742672 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -9744954.000000 Penalty: 3759.375488
	Iteration 13Q: 3 clusters Score -9744954 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -9747288.000000 Penalty: 3759.375488
	Iteration 14Q: 3 clusters Score -9747288 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -9749284.000000 Penalty: 3759.375488
	Iteration 15Q: 3 clusters Score -9749284 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -9750121.000000 Penalty: 3759.375488
	Iteration 16Q: 3 clusters Score -9750121 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -9750596.000000 Penalty: 3759.375488
	Iteration 17Q: 3 clusters Score -9750596 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -9750920.000000 Penalty: 3759.375488
	Iteration 18Q: 3 clusters Score -9750920 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -9751103.000000 Penalty: 3759.375488
	Iteration 19Q: 3 clusters Score -9751103 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -9751262.000000 Penalty: 3759.375488
	Iteration 20F: 3 clusters Score -9751262 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -9751314.000000 Penalty: 3759.375488
	Iteration 21Q: 3 clusters Score -9751314 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -9751408.000000 Penalty: 3759.375488
	Iteration 22Q: 3 clusters Score -9751408 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -9751472.000000 Penalty: 3759.375488
	Iteration 23Q: 3 clusters Score -9751472 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -9751555.000000 Penalty: 3759.375488
	Iteration 24Q: 3 clusters Score -9751555 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -9751632.000000 Penalty: 3759.375488
	Iteration 25Q: 3 clusters Score -9751632 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -9751729.000000 Penalty: 3759.375488
	Iteration 26Q: 3 clusters Score -9751729 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -9751828.000000 Penalty: 3759.375488
	Iteration 27Q: 3 clusters Score -9751828 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -9751951.000000 Penalty: 3759.375488
	Iteration 28Q: 3 clusters Score -9751951 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -9752020.000000 Penalty: 3759.375488
	Iteration 29Q: 3 clusters Score -9752020 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -9752165.000000 Penalty: 3759.375488
	Iteration 30Q: 3 clusters Score -9752165 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -9752414.000000 Penalty: 3759.375488
	Iteration 31Q: 3 clusters Score -9752414 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -9752622.000000 Penalty: 3759.375488
	Iteration 32Q: 3 clusters Score -9752622 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -9752976.000000 Penalty: 3759.375488
	Iteration 33Q: 3 clusters Score -9752976 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -9753470.000000 Penalty: 3759.375488
	Iteration 34Q: 3 clusters Score -9753470 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -9754284.000000 Penalty: 3759.375488
	Iteration 35Q: 3 clusters Score -9754284 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -9755474.000000 Penalty: 3759.375488
	Iteration 36Q: 3 clusters Score -9755474 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -9756831.000000 Penalty: 3759.375488
	Iteration 37Q: 3 clusters Score -9756831 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -9758040.000000 Penalty: 3759.375488
	Iteration 38Q: 3 clusters Score -9758040 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -9758942.000000 Penalty: 3759.375488
	Iteration 39Q: 3 clusters Score -9758942 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -9760382.000000 Penalty: 3759.375488
	Iteration 40F: 3 clusters Score -9760382 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -9761454.000000 Penalty: 3759.375488
	Iteration 41Q: 3 clusters Score -9761454 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -9761983.000000 Penalty: 3759.375488
	Iteration 42Q: 3 clusters Score -9761983 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -9762244.000000 Penalty: 3759.375488
	Iteration 43Q: 3 clusters Score -9762244 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -9762446.000000 Penalty: 3759.375488
	Iteration 44Q: 3 clusters Score -9762446 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -9762536.000000 Penalty: 3759.375488
	Iteration 45Q: 3 clusters Score -9762536 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -9762637.000000 Penalty: 3759.375488
	Iteration 46Q: 3 clusters Score -9762637 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -9762650.000000 Penalty: 3759.375488
	Iteration 47Q: 3 clusters Score -9762650 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -9762702.000000 Penalty: 3759.375488
	Iteration 48Q: 3 clusters Score -9762702 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -9762731.000000 Penalty: 3759.375488
	Iteration 49Q: 3 clusters Score -9762731 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -9762762.000000 Penalty: 3759.375488
	Iteration 50Q: 3 clusters Score -9762762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -9762776.000000 Penalty: 3759.375488
	Iteration 51Q: 3 clusters Score -9762776 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -9762803.000000 Penalty: 3759.375488
	Iteration 52Q: 3 clusters Score -9762803 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -9762785.000000 Penalty: 3759.375488
	Iteration 53Q: 3 clusters Score -9762785 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -9762795.000000 Penalty: 3759.375488
	Iteration 54Q: 3 clusters Score -9762795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -9762802.000000 Penalty: 3759.375488
	Iteration 55Q: 3 clusters Score -9762802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -9762802.000000 Penalty: 3759.375488
	Iteration 56Q: 3 clusters Score -9762802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -9762797.000000 Penalty: 3759.375488
	Iteration 57Q: 3 clusters Score -9762797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -9762796.000000 Penalty: 3759.375488
	Iteration 58Q: 3 clusters Score -9762796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -9762798.000000 Penalty: 3759.375488
	Iteration 59Q: 3 clusters Score -9762798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -9762779.000000 Penalty: 3759.375488
	Iteration 60F: 3 clusters Score -9762779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -9762775.000000 Penalty: 3759.375488
	Iteration 61Q: 3 clusters Score -9762775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -9762787.000000 Penalty: 3759.375488
	Iteration 62Q: 3 clusters Score -9762787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -9762779.000000 Penalty: 3759.375488
	Iteration 63Q: 3 clusters Score -9762779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -9762800.000000 Penalty: 3759.375488
	Iteration 64Q: 3 clusters Score -9762800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -9762790.000000 Penalty: 3759.375488
	Iteration 65Q: 3 clusters Score -9762790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -9762802.000000 Penalty: 3759.375488
	Iteration 66Q: 3 clusters Score -9762802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -9762795.000000 Penalty: 3759.375488
	Iteration 67Q: 3 clusters Score -9762795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -9762797.000000 Penalty: 3759.375488
	Iteration 68Q: 3 clusters Score -9762797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -9762795.000000 Penalty: 3759.375488
	Iteration 69Q: 3 clusters Score -9762795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -9762807.000000 Penalty: 3759.375488
	Iteration 70Q: 3 clusters Score -9762807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -9762822.000000 Penalty: 3759.375488
	Iteration 71Q: 3 clusters Score -9762822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -9762811.000000 Penalty: 3759.375488
	Iteration 72Q: 3 clusters Score -9762811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -9762815.000000 Penalty: 3759.375488
	Iteration 73Q: 3 clusters Score -9762815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -9762818.000000 Penalty: 3759.375488
	Iteration 74Q: 3 clusters Score -9762818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -9762816.000000 Penalty: 3759.375488
	Iteration 75Q: 3 clusters Score -9762816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -9762816.000000 Penalty: 3759.375488
	Iteration 76Q: 3 clusters Score -9762816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -9762817.000000 Penalty: 3759.375488
	Iteration 77Q: 3 clusters Score -9762817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -9762817.000000 Penalty: 3759.375488
	Iteration 78F: 3 clusters Score -9762817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 19662 members 
Mstep: Class 6 contains 62445 members 
Mstep: Class 7 contains 24631 members 
Mstep: Class 8 contains 35841 members 
Mstep: Class 12 contains 43144 members 
Mstep: Class 16 contains 41637 members 
Mstep: Class 21 contains 305526 members 
Mstep: Class 22 contains 12969 members 
Entering Unmasked Estep 
Score: -54540172.000000 Penalty: 25952.548828
Splitting cluster 12 changes total score from -54532328.000000 to -54540172.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (41637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Entering Unmasked Estep 
Score: -3885227.000000 Penalty: 1728.470947
	Iteration 0F: 2 clusters Score -3885227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3857384.750000 Penalty: 3456.941895
	Iteration 0F: 3 clusters Score -3857385 nChanged 19310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3868056.500000 Penalty: 3456.941895
	Iteration 1F: 3 clusters Score -3868056 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3868549.000000 Penalty: 3456.941895
	Iteration 2Q: 3 clusters Score -3868549 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3869229.000000 Penalty: 3456.941895
	Iteration 3Q: 3 clusters Score -3869229 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3870246.750000 Penalty: 3456.941895
	Iteration 4F: 3 clusters Score -3870247 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3871980.000000 Penalty: 3456.941895
	Iteration 5F: 3 clusters Score -3871980 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3874603.500000 Penalty: 3456.941895
	Iteration 6F: 3 clusters Score -3874604 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -3877785.750000 Penalty: 3456.941895
	Iteration 7F: 3 clusters Score -3877786 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -3880600.500000 Penalty: 3456.941895
	Iteration 8F: 3 clusters Score -3880600 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -3882413.750000 Penalty: 3456.941895
	Iteration 9Q: 3 clusters Score -3882414 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -3883399.000000 Penalty: 3456.941895
	Iteration 10Q: 3 clusters Score -3883399 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -3883884.250000 Penalty: 3456.941895
	Iteration 11Q: 3 clusters Score -3883884 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -3884125.750000 Penalty: 3456.941895
	Iteration 12Q: 3 clusters Score -3884126 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -3884255.500000 Penalty: 3456.941895
	Iteration 13Q: 3 clusters Score -3884256 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -3884323.000000 Penalty: 3456.941895
	Iteration 14Q: 3 clusters Score -3884323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -3884368.000000 Penalty: 3456.941895
	Iteration 15Q: 3 clusters Score -3884368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -3884398.750000 Penalty: 3456.941895
	Iteration 16Q: 3 clusters Score -3884399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -3884404.000000 Penalty: 3456.941895
	Iteration 17Q: 3 clusters Score -3884404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -3884416.000000 Penalty: 3456.941895
	Iteration 18Q: 3 clusters Score -3884416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -3884425.000000 Penalty: 3456.941895
	Iteration 19Q: 3 clusters Score -3884425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3884436.250000 Penalty: 3456.941895
	Iteration 20F: 3 clusters Score -3884436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -3884438.500000 Penalty: 3456.941895
	Iteration 21Q: 3 clusters Score -3884438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -3884439.250000 Penalty: 3456.941895
	Iteration 22Q: 3 clusters Score -3884439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -3884438.250000 Penalty: 3456.941895
	Iteration 23Q: 3 clusters Score -3884438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -3884438.500000 Penalty: 3456.941895
	Iteration 24Q: 3 clusters Score -3884438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -3884439.750000 Penalty: 3456.941895
	Iteration 25Q: 3 clusters Score -3884440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -3884441.500000 Penalty: 3456.941895
	Iteration 26Q: 3 clusters Score -3884442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -3884443.000000 Penalty: 3456.941895
	Iteration 27Q: 3 clusters Score -3884443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -3884442.750000 Penalty: 3456.941895
	Iteration 28Q: 3 clusters Score -3884443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -3884441.000000 Penalty: 3456.941895
	Iteration 29Q: 3 clusters Score -3884441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -3884438.000000 Penalty: 3456.941895
	Iteration 30Q: 3 clusters Score -3884438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -3884440.250000 Penalty: 3456.941895
	Iteration 31Q: 3 clusters Score -3884440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -3884440.750000 Penalty: 3456.941895
	Iteration 32Q: 3 clusters Score -3884441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -3884439.500000 Penalty: 3456.941895
	Iteration 33Q: 3 clusters Score -3884440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -3884439.750000 Penalty: 3456.941895
	Iteration 34Q: 3 clusters Score -3884440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -3884439.750000 Penalty: 3456.941895
	Iteration 35F: 3 clusters Score -3884440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (305526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305526 members 
Entering Unmasked Estep 
Score: -27985082.000000 Penalty: 2052.340820
	Iteration 0F: 2 clusters Score -2.798508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -27784034.000000 Penalty: 4104.681641
	Iteration 0F: 3 clusters Score -2.778403e+07 nChanged 149052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 166680 members 
Entering Unmasked Estep 
Score: -27873456.000000 Penalty: 4104.681641
	Iteration 1F: 3 clusters Score -2.787346e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130245 members 
Mstep: Class 2 contains 175281 members 
Entering Unmasked Estep 
Score: -27876482.000000 Penalty: 4104.681641
	Iteration 2Q: 3 clusters Score -2.787648e+07 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117270 members 
Mstep: Class 2 contains 188256 members 
Entering Unmasked Estep 
Score: -27882096.000000 Penalty: 4104.681641
	Iteration 3Q: 3 clusters Score -2.78821e+07 nChanged 19462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 207086 members 
Entering Unmasked Estep 
Score: -27893134.000000 Penalty: 4104.681641
	Iteration 4F: 3 clusters Score -2.789313e+07 nChanged 25135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 231933 members 
Entering Unmasked Estep 
Score: -27912766.000000 Penalty: 4104.681641
	Iteration 5F: 3 clusters Score -2.791277e+07 nChanged 27409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 259258 members 
Entering Unmasked Estep 
Score: -27937942.000000 Penalty: 4104.681641
	Iteration 6F: 3 clusters Score -2.793794e+07 nChanged 22879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 282125 members 
Entering Unmasked Estep 
Score: -27960830.000000 Penalty: 4104.681641
	Iteration 7F: 3 clusters Score -2.796083e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 295941 members 
Entering Unmasked Estep 
Score: -27975794.000000 Penalty: 4104.681641
	Iteration 8Q: 3 clusters Score -2.797579e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 302536 members 
Entering Unmasked Estep 
Score: -27981100.000000 Penalty: 4104.681641
	Iteration 9Q: 3 clusters Score -2.79811e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 304625 members 
Entering Unmasked Estep 
Score: -27982548.000000 Penalty: 4104.681641
	Iteration 10Q: 3 clusters Score -2.798255e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 305146 members 
Entering Unmasked Estep 
Score: -27982988.000000 Penalty: 4104.681641
	Iteration 11Q: 3 clusters Score -2.798299e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 305274 members 
Entering Unmasked Estep 
Score: -27983146.000000 Penalty: 4104.681641
	Iteration 12Q: 3 clusters Score -2.798315e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305305 members 
Entering Unmasked Estep 
Score: -27983198.000000 Penalty: 4104.681641
	Iteration 13Q: 3 clusters Score -2.79832e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 305330 members 
Entering Unmasked Estep 
Score: -27983252.000000 Penalty: 4104.681641
	Iteration 14Q: 3 clusters Score -2.798325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 305343 members 
Entering Unmasked Estep 
Score: -27983290.000000 Penalty: 4104.681641
	Iteration 15Q: 3 clusters Score -2.798329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 305352 members 
Entering Unmasked Estep 
Score: -27983302.000000 Penalty: 4104.681641
	Iteration 16Q: 3 clusters Score -2.79833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 305357 members 
Entering Unmasked Estep 
Score: -27983322.000000 Penalty: 4104.681641
	Iteration 17Q: 3 clusters Score -2.798332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 305354 members 
Entering Unmasked Estep 
Score: -27983332.000000 Penalty: 4104.681641
	Iteration 18Q: 3 clusters Score -2.798333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 305353 members 
Entering Unmasked Estep 
Score: -27983330.000000 Penalty: 4104.681641
	Iteration 19Q: 3 clusters Score -2.798333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 305353 members 
Entering Unmasked Estep 
Score: -27983316.000000 Penalty: 4104.681641
	Iteration 20F: 3 clusters Score -2.798332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Entering Unmasked Estep 
Score: -1227537.250000 Penalty: 1538.926514
	Iteration 0F: 2 clusters Score -1227537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1218367.625000 Penalty: 3077.853027
	Iteration 0F: 3 clusters Score -1218368 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1221499.750000 Penalty: 3077.853027
	Iteration 1F: 3 clusters Score -1221500 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1221736.000000 Penalty: 3077.853027
	Iteration 2F: 3 clusters Score -1221736 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1221941.625000 Penalty: 3077.853027
	Iteration 3Q: 3 clusters Score -1221942 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1222107.750000 Penalty: 3077.853027
	Iteration 4Q: 3 clusters Score -1222108 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1222273.875000 Penalty: 3077.853027
	Iteration 5Q: 3 clusters Score -1222274 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1222459.000000 Penalty: 3077.853027
	Iteration 6Q: 3 clusters Score -1222459 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1222668.875000 Penalty: 3077.853027
	Iteration 7Q: 3 clusters Score -1222669 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1222946.250000 Penalty: 3077.853027
	Iteration 8Q: 3 clusters Score -1222946 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1223315.250000 Penalty: 3077.853027
	Iteration 9Q: 3 clusters Score -1223315 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1223729.625000 Penalty: 3077.853027
	Iteration 10Q: 3 clusters Score -1223730 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1224188.375000 Penalty: 3077.853027
	Iteration 11Q: 3 clusters Score -1224188 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1224602.875000 Penalty: 3077.853027
	Iteration 12Q: 3 clusters Score -1224603 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1224922.250000 Penalty: 3077.853027
	Iteration 13Q: 3 clusters Score -1224922 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1225167.250000 Penalty: 3077.853027
	Iteration 14Q: 3 clusters Score -1225167 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1225362.250000 Penalty: 3077.853027
	Iteration 15Q: 3 clusters Score -1225362 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1225500.375000 Penalty: 3077.853027
	Iteration 16Q: 3 clusters Score -1225500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1225590.125000 Penalty: 3077.853027
	Iteration 17Q: 3 clusters Score -1225590 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1225649.250000 Penalty: 3077.853027
	Iteration 18Q: 3 clusters Score -1225649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1225699.375000 Penalty: 3077.853027
	Iteration 19Q: 3 clusters Score -1225699 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1225758.250000 Penalty: 3077.853027
	Iteration 20F: 3 clusters Score -1225758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1225803.500000 Penalty: 3077.853027
	Iteration 21Q: 3 clusters Score -1225804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1225833.875000 Penalty: 3077.853027
	Iteration 22Q: 3 clusters Score -1225834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1225871.750000 Penalty: 3077.853027
	Iteration 23Q: 3 clusters Score -1225872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1225909.625000 Penalty: 3077.853027
	Iteration 24Q: 3 clusters Score -1225910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1225947.125000 Penalty: 3077.853027
	Iteration 25Q: 3 clusters Score -1225947 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1225988.125000 Penalty: 3077.853027
	Iteration 26Q: 3 clusters Score -1225988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1226017.125000 Penalty: 3077.853027
	Iteration 27Q: 3 clusters Score -1226017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1226040.000000 Penalty: 3077.853027
	Iteration 28Q: 3 clusters Score -1226040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1226061.125000 Penalty: 3077.853027
	Iteration 29Q: 3 clusters Score -1226061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1226078.125000 Penalty: 3077.853027
	Iteration 30Q: 3 clusters Score -1226078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1226097.375000 Penalty: 3077.853027
	Iteration 31Q: 3 clusters Score -1226097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1226109.125000 Penalty: 3077.853027
	Iteration 32Q: 3 clusters Score -1226109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1226116.875000 Penalty: 3077.853027
	Iteration 33Q: 3 clusters Score -1226117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1226123.625000 Penalty: 3077.853027
	Iteration 34Q: 3 clusters Score -1226124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1226129.250000 Penalty: 3077.853027
	Iteration 35Q: 3 clusters Score -1226129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1226135.500000 Penalty: 3077.853027
	Iteration 36Q: 3 clusters Score -1226136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1226138.250000 Penalty: 3077.853027
	Iteration 37Q: 3 clusters Score -1226138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1226142.375000 Penalty: 3077.853027
	Iteration 38Q: 3 clusters Score -1226142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1226148.625000 Penalty: 3077.853027
	Iteration 39Q: 3 clusters Score -1226149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1226149.750000 Penalty: 3077.853027
	Iteration 40F: 3 clusters Score -1226150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1226156.000000 Penalty: 3077.853027
	Iteration 41Q: 3 clusters Score -1226156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1226162.750000 Penalty: 3077.853027
	Iteration 42Q: 3 clusters Score -1226163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1226167.000000 Penalty: 3077.853027
	Iteration 43Q: 3 clusters Score -1226167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1226172.125000 Penalty: 3077.853027
	Iteration 44Q: 3 clusters Score -1226172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1226184.750000 Penalty: 3077.853027
	Iteration 45Q: 3 clusters Score -1226185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1226198.000000 Penalty: 3077.853027
	Iteration 46Q: 3 clusters Score -1226198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1226211.625000 Penalty: 3077.853027
	Iteration 47Q: 3 clusters Score -1226212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1226222.250000 Penalty: 3077.853027
	Iteration 48Q: 3 clusters Score -1226222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1226232.500000 Penalty: 3077.853027
	Iteration 49Q: 3 clusters Score -1226232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1226235.750000 Penalty: 3077.853027
	Iteration 50Q: 3 clusters Score -1226236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1226236.500000 Penalty: 3077.853027
	Iteration 51Q: 3 clusters Score -1226236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1226238.375000 Penalty: 3077.853027
	Iteration 52Q: 3 clusters Score -1226238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1226238.125000 Penalty: 3077.853027
	Iteration 53Q: 3 clusters Score -1226238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1226238.000000 Penalty: 3077.853027
	Iteration 54Q: 3 clusters Score -1226238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1226239.250000 Penalty: 3077.853027
	Iteration 55Q: 3 clusters Score -1226239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1226238.500000 Penalty: 3077.853027
	Iteration 56Q: 3 clusters Score -1226238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1226239.500000 Penalty: 3077.853027
	Iteration 57Q: 3 clusters Score -1226240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1226239.500000 Penalty: 3077.853027
	Iteration 58F: 3 clusters Score -1226240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 19662 members 
Mstep: Class 7 contains 24631 members 
Mstep: Class 8 contains 35841 members 
Mstep: Class 12 contains 43144 members 
Mstep: Class 16 contains 41637 members 
Mstep: Class 21 contains 305526 members 
Mstep: Class 22 contains 12969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544948.000000 Penalty: 25952.548828
Iteration 159Q: 13 clusters Score -5.454495e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 11089 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 19923 members 
Mstep: Class 6 contains 58774 members 
Mstep: Class 7 contains 24631 members 
Mstep: Class 8 contains 36155 members 
Mstep: Class 12 contains 42086 members 
Mstep: Class 16 contains 41970 members 
Mstep: Class 21 contains 308836 members 
Mstep: Class 22 contains 13030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54548108.000000 Penalty: 25952.548828
Iteration 160F: 13 clusters Score -5.454811e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 5681 members 
Mstep: Class 3 contains 11122 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20093 members 
Mstep: Class 6 contains 58518 members 
Mstep: Class 7 contains 24591 members 
Mstep: Class 8 contains 36229 members 
Mstep: Class 12 contains 41205 members 
Mstep: Class 16 contains 42051 members 
Mstep: Class 21 contains 309510 members 
Mstep: Class 22 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549252.000000 Penalty: 25952.548828
Iteration 161Q: 13 clusters Score -5.454925e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 5675 members 
Mstep: Class 3 contains 11141 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 20212 members 
Mstep: Class 6 contains 58310 members 
Mstep: Class 7 contains 24504 members 
Mstep: Class 8 contains 36222 members 
Mstep: Class 12 contains 40472 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 21 contains 310234 members 
Mstep: Class 22 contains 12788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549304.000000 Penalty: 25952.548828
Iteration 162Q: 13 clusters Score -5.45493e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 5666 members 
Mstep: Class 3 contains 11178 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 20266 members 
Mstep: Class 6 contains 58166 members 
Mstep: Class 7 contains 24428 members 
Mstep: Class 8 contains 36169 members 
Mstep: Class 12 contains 39856 members 
Mstep: Class 16 contains 42192 members 
Mstep: Class 21 contains 310923 members 
Mstep: Class 22 contains 12684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549216.000000 Penalty: 25952.548828
Iteration 163Q: 13 clusters Score -5.454922e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 5652 members 
Mstep: Class 3 contains 11209 members 
Mstep: Class 4 contains 1294 members 
Mstep: Class 5 contains 20343 members 
Mstep: Class 6 contains 58063 members 
Mstep: Class 7 contains 24352 members 
Mstep: Class 8 contains 36073 members 
Mstep: Class 12 contains 39319 members 
Mstep: Class 16 contains 42193 members 
Mstep: Class 21 contains 311593 members 
Mstep: Class 22 contains 12583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54548828.000000 Penalty: 25952.548828
Iteration 164Q: 13 clusters Score -5.454883e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 11241 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 20385 members 
Mstep: Class 6 contains 58011 members 
Mstep: Class 7 contains 24292 members 
Mstep: Class 8 contains 35958 members 
Mstep: Class 12 contains 38895 members 
Mstep: Class 16 contains 42139 members 
Mstep: Class 21 contains 312245 members 
Mstep: Class 22 contains 12462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54548620.000000 Penalty: 25952.548828
Iteration 165Q: 13 clusters Score -5.454862e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 20423 members 
Mstep: Class 6 contains 57972 members 
Mstep: Class 7 contains 24242 members 
Mstep: Class 8 contains 35798 members 
Mstep: Class 12 contains 38572 members 
Mstep: Class 16 contains 42062 members 
Mstep: Class 21 contains 312831 members 
Mstep: Class 22 contains 12348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54548552.000000 Penalty: 25952.548828
Iteration 166Q: 13 clusters Score -5.454855e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 5603 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 20452 members 
Mstep: Class 6 contains 58013 members 
Mstep: Class 7 contains 24201 members 
Mstep: Class 8 contains 35618 members 
Mstep: Class 12 contains 38311 members 
Mstep: Class 16 contains 41977 members 
Mstep: Class 21 contains 313288 members 
Mstep: Class 22 contains 12245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54548116.000000 Penalty: 25952.548828
Iteration 167Q: 13 clusters Score -5.454812e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 5591 members 
Mstep: Class 3 contains 11371 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 20479 members 
Mstep: Class 6 contains 58060 members 
Mstep: Class 7 contains 24168 members 
Mstep: Class 8 contains 35423 members 
Mstep: Class 12 contains 38118 members 
Mstep: Class 16 contains 41891 members 
Mstep: Class 21 contains 313644 members 
Mstep: Class 22 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547936.000000 Penalty: 25952.548828
Iteration 168Q: 13 clusters Score -5.454794e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 11423 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 20507 members 
Mstep: Class 6 contains 58086 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 35234 members 
Mstep: Class 12 contains 37955 members 
Mstep: Class 16 contains 41836 members 
Mstep: Class 21 contains 313916 members 
Mstep: Class 22 contains 12121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547756.000000 Penalty: 25952.548828
Iteration 169Q: 13 clusters Score -5.454776e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 20523 members 
Mstep: Class 6 contains 58123 members 
Mstep: Class 7 contains 24146 members 
Mstep: Class 8 contains 35051 members 
Mstep: Class 12 contains 37815 members 
Mstep: Class 16 contains 41787 members 
Mstep: Class 21 contains 314166 members 
Mstep: Class 22 contains 12075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54547652.000000 Penalty: 25952.548828
Iteration 170Q: 13 clusters Score -5.454765e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 5544 members 
Mstep: Class 3 contains 11519 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 20543 members 
Mstep: Class 6 contains 58167 members 
Mstep: Class 7 contains 24138 members 
Mstep: Class 8 contains 34873 members 
Mstep: Class 12 contains 37703 members 
Mstep: Class 16 contains 41740 members 
Mstep: Class 21 contains 314356 members 
Mstep: Class 22 contains 12030 members 
Entering Unmasked Estep 
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Iteration 171Q: 13 clusters Score -5.454744e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 11585 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 20566 members 
Mstep: Class 6 contains 58220 members 
Mstep: Class 7 contains 24133 members 
Mstep: Class 8 contains 34720 members 
Mstep: Class 12 contains 37602 members 
Mstep: Class 16 contains 41701 members 
Mstep: Class 21 contains 314470 members 
Mstep: Class 22 contains 11999 members 
Entering Unmasked Estep 
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Iteration 172Q: 13 clusters Score -5.454741e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 20587 members 
Mstep: Class 6 contains 58275 members 
Mstep: Class 7 contains 24120 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 12 contains 37522 members 
Mstep: Class 16 contains 41658 members 
Mstep: Class 21 contains 314572 members 
Mstep: Class 22 contains 11978 members 
Entering Unmasked Estep 
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Iteration 173Q: 13 clusters Score -5.454733e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 11700 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 20609 members 
Mstep: Class 6 contains 58323 members 
Mstep: Class 7 contains 24113 members 
Mstep: Class 8 contains 34434 members 
Mstep: Class 12 contains 37459 members 
Mstep: Class 16 contains 41623 members 
Mstep: Class 21 contains 314637 members 
Mstep: Class 22 contains 11963 members 
Entering Unmasked Estep 
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Iteration 174Q: 13 clusters Score -5.454718e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 5504 members 
Mstep: Class 3 contains 11755 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 20620 members 
Mstep: Class 6 contains 58358 members 
Mstep: Class 7 contains 24118 members 
Mstep: Class 8 contains 34286 members 
Mstep: Class 12 contains 37400 members 
Mstep: Class 16 contains 41598 members 
Mstep: Class 21 contains 314715 members 
Mstep: Class 22 contains 11949 members 
Entering Unmasked Estep 
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Iteration 175Q: 13 clusters Score -5.454722e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 11791 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 20641 members 
Mstep: Class 6 contains 58383 members 
Mstep: Class 7 contains 24116 members 
Mstep: Class 8 contains 34169 members 
Mstep: Class 12 contains 37347 members 
Mstep: Class 16 contains 41566 members 
Mstep: Class 21 contains 314800 members 
Mstep: Class 22 contains 11935 members 
Entering Unmasked Estep 
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Iteration 176Q: 13 clusters Score -5.454706e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 11827 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 20654 members 
Mstep: Class 6 contains 58414 members 
Mstep: Class 7 contains 24110 members 
Mstep: Class 8 contains 34057 members 
Mstep: Class 12 contains 37304 members 
Mstep: Class 16 contains 41538 members 
Mstep: Class 21 contains 314872 members 
Mstep: Class 22 contains 11921 members 
Entering Unmasked Estep 
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Iteration 177Q: 13 clusters Score -5.454694e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 11855 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 20670 members 
Mstep: Class 6 contains 58450 members 
Mstep: Class 7 contains 24110 members 
Mstep: Class 8 contains 33939 members 
Mstep: Class 12 contains 37283 members 
Mstep: Class 16 contains 41523 members 
Mstep: Class 21 contains 314898 members 
Mstep: Class 22 contains 11921 members 
Entering Unmasked Estep 
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Iteration 178Q: 13 clusters Score -5.454679e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 11889 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 20683 members 
Mstep: Class 6 contains 58489 members 
Mstep: Class 7 contains 24107 members 
Mstep: Class 8 contains 33813 members 
Mstep: Class 12 contains 37263 members 
Mstep: Class 16 contains 41515 members 
Mstep: Class 21 contains 314925 members 
Mstep: Class 22 contains 11913 members 
Entering Unmasked Estep 
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Iteration 179Q: 13 clusters Score -5.454681e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 11914 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 20702 members 
Mstep: Class 6 contains 58532 members 
Mstep: Class 7 contains 24101 members 
Mstep: Class 8 contains 33704 members 
Mstep: Class 12 contains 37247 members 
Mstep: Class 16 contains 41514 members 
Mstep: Class 21 contains 314943 members 
Mstep: Class 22 contains 11906 members 
Entering Unmasked Estep 
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Iteration 180F: 13 clusters Score -5.454674e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 11939 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 20720 members 
Mstep: Class 6 contains 58580 members 
Mstep: Class 7 contains 24097 members 
Mstep: Class 8 contains 33607 members 
Mstep: Class 12 contains 37232 members 
Mstep: Class 16 contains 41512 members 
Mstep: Class 21 contains 314946 members 
Mstep: Class 22 contains 11898 members 
Entering Unmasked Estep 
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Iteration 181Q: 13 clusters Score -5.45467e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 5451 members 
Mstep: Class 3 contains 11968 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 20739 members 
Mstep: Class 6 contains 58613 members 
Mstep: Class 7 contains 24090 members 
Mstep: Class 8 contains 33522 members 
Mstep: Class 12 contains 37216 members 
Mstep: Class 16 contains 41508 members 
Mstep: Class 21 contains 314961 members 
Mstep: Class 22 contains 11887 members 
Entering Unmasked Estep 
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Iteration 182Q: 13 clusters Score -5.454659e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 12002 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20750 members 
Mstep: Class 6 contains 58636 members 
Mstep: Class 7 contains 24086 members 
Mstep: Class 8 contains 33441 members 
Mstep: Class 12 contains 37200 members 
Mstep: Class 16 contains 41505 members 
Mstep: Class 21 contains 314971 members 
Mstep: Class 22 contains 11880 members 
Entering Unmasked Estep 
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Iteration 183Q: 13 clusters Score -5.454664e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20762 members 
Mstep: Class 6 contains 58661 members 
Mstep: Class 7 contains 24089 members 
Mstep: Class 8 contains 33372 members 
Mstep: Class 12 contains 37192 members 
Mstep: Class 16 contains 41507 members 
Mstep: Class 21 contains 314946 members 
Mstep: Class 22 contains 11877 members 
Entering Unmasked Estep 
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Iteration 184Q: 13 clusters Score -5.454654e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 12058 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20777 members 
Mstep: Class 6 contains 58684 members 
Mstep: Class 7 contains 24083 members 
Mstep: Class 8 contains 33307 members 
Mstep: Class 12 contains 37183 members 
Mstep: Class 16 contains 41503 members 
Mstep: Class 21 contains 314934 members 
Mstep: Class 22 contains 11876 members 
Entering Unmasked Estep 
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Iteration 185Q: 13 clusters Score -5.454659e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 12074 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20785 members 
Mstep: Class 6 contains 58706 members 
Mstep: Class 7 contains 24079 members 
Mstep: Class 8 contains 33260 members 
Mstep: Class 12 contains 37177 members 
Mstep: Class 16 contains 41494 members 
Mstep: Class 21 contains 314915 members 
Mstep: Class 22 contains 11879 members 
Entering Unmasked Estep 
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Iteration 186Q: 13 clusters Score -5.454658e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 12089 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20796 members 
Mstep: Class 6 contains 58720 members 
Mstep: Class 7 contains 24081 members 
Mstep: Class 8 contains 33217 members 
Mstep: Class 12 contains 37170 members 
Mstep: Class 16 contains 41494 members 
Mstep: Class 21 contains 314891 members 
Mstep: Class 22 contains 11876 members 
Entering Unmasked Estep 
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Iteration 187Q: 13 clusters Score -5.45466e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 12107 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 20798 members 
Mstep: Class 6 contains 58737 members 
Mstep: Class 7 contains 24080 members 
Mstep: Class 8 contains 33187 members 
Mstep: Class 12 contains 37159 members 
Mstep: Class 16 contains 41486 members 
Mstep: Class 21 contains 314875 members 
Mstep: Class 22 contains 11873 members 
Entering Unmasked Estep 
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Iteration 188Q: 13 clusters Score -5.454655e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12123 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 20804 members 
Mstep: Class 6 contains 58752 members 
Mstep: Class 7 contains 24077 members 
Mstep: Class 8 contains 33159 members 
Mstep: Class 12 contains 37155 members 
Mstep: Class 16 contains 41483 members 
Mstep: Class 21 contains 314855 members 
Mstep: Class 22 contains 11873 members 
Entering Unmasked Estep 
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Iteration 189Q: 13 clusters Score -5.454648e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 12143 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 20813 members 
Mstep: Class 6 contains 58770 members 
Mstep: Class 7 contains 24077 members 
Mstep: Class 8 contains 33140 members 
Mstep: Class 12 contains 37151 members 
Mstep: Class 16 contains 41483 members 
Mstep: Class 21 contains 314820 members 
Mstep: Class 22 contains 11869 members 
Entering Unmasked Estep 
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Iteration 190Q: 13 clusters Score -5.454648e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 12151 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20819 members 
Mstep: Class 6 contains 58778 members 
Mstep: Class 7 contains 24082 members 
Mstep: Class 8 contains 33125 members 
Mstep: Class 12 contains 37147 members 
Mstep: Class 16 contains 41476 members 
Mstep: Class 21 contains 314819 members 
Mstep: Class 22 contains 11866 members 
Entering Unmasked Estep 
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Iteration 191Q: 13 clusters Score -5.45465e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 12157 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20827 members 
Mstep: Class 6 contains 58780 members 
Mstep: Class 7 contains 24080 members 
Mstep: Class 8 contains 33110 members 
Mstep: Class 12 contains 37146 members 
Mstep: Class 16 contains 41474 members 
Mstep: Class 21 contains 314817 members 
Mstep: Class 22 contains 11863 members 
Entering Unmasked Estep 
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Iteration 192Q: 13 clusters Score -5.454648e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 5388 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20835 members 
Mstep: Class 6 contains 58780 members 
Mstep: Class 7 contains 24075 members 
Mstep: Class 8 contains 33101 members 
Mstep: Class 12 contains 37144 members 
Mstep: Class 16 contains 41469 members 
Mstep: Class 21 contains 314812 members 
Mstep: Class 22 contains 11860 members 
Entering Unmasked Estep 
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Iteration 193Q: 13 clusters Score -5.454644e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 5388 members 
Mstep: Class 3 contains 12164 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20838 members 
Mstep: Class 6 contains 58783 members 
Mstep: Class 7 contains 24070 members 
Mstep: Class 8 contains 33093 members 
Mstep: Class 12 contains 37140 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 21 contains 314810 members 
Mstep: Class 22 contains 11856 members 
Entering Unmasked Estep 
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Iteration 194Q: 13 clusters Score -5.454644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 5387 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 20843 members 
Mstep: Class 6 contains 58787 members 
Mstep: Class 7 contains 24069 members 
Mstep: Class 8 contains 33088 members 
Mstep: Class 12 contains 37139 members 
Mstep: Class 16 contains 41461 members 
Mstep: Class 21 contains 314792 members 
Mstep: Class 22 contains 11853 members 
Entering Unmasked Estep 
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Iteration 195Q: 13 clusters Score -5.454651e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 58786 members 
Mstep: Class 7 contains 24066 members 
Mstep: Class 8 contains 33084 members 
Mstep: Class 12 contains 37134 members 
Mstep: Class 16 contains 41452 members 
Mstep: Class 21 contains 314785 members 
Mstep: Class 22 contains 11852 members 
Entering Unmasked Estep 
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Iteration 196Q: 13 clusters Score -5.45465e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 6 contains 58787 members 
Mstep: Class 7 contains 24059 members 
Mstep: Class 8 contains 33078 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 16 contains 41447 members 
Mstep: Class 21 contains 314774 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 197Q: 13 clusters Score -5.454656e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 12208 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 6 contains 58785 members 
Mstep: Class 7 contains 24057 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 12 contains 37123 members 
Mstep: Class 16 contains 41444 members 
Mstep: Class 21 contains 314754 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
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Iteration 198Q: 13 clusters Score -5.454657e+07 nChanged 59
Entering ConstructFrom: 
Score: -54546568.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (41798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Entering Unmasked Estep 
Score: -3900821.000000 Penalty: 1729.098145
	Iteration 0F: 2 clusters Score -3900821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3872925.000000 Penalty: 3458.196289
	Iteration 0F: 3 clusters Score -3872925 nChanged 19336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3883351.000000 Penalty: 3458.196289
	Iteration 1F: 3 clusters Score -3883351 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3883749.500000 Penalty: 3458.196289
	Iteration 2Q: 3 clusters Score -3883750 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3884307.500000 Penalty: 3458.196289
	Iteration 3Q: 3 clusters Score -3884308 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3885169.750000 Penalty: 3458.196289
	Iteration 4Q: 3 clusters Score -3885170 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3886346.000000 Penalty: 3458.196289
	Iteration 5F: 3 clusters Score -3886346 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3888018.500000 Penalty: 3458.196289
	Iteration 6F: 3 clusters Score -3888018 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3890360.750000 Penalty: 3458.196289
	Iteration 7F: 3 clusters Score -3890361 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -3893188.000000 Penalty: 3458.196289
	Iteration 8F: 3 clusters Score -3893188 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -3895808.000000 Penalty: 3458.196289
	Iteration 9F: 3 clusters Score -3895808 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -3897448.750000 Penalty: 3458.196289
	Iteration 10Q: 3 clusters Score -3897449 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -3898030.250000 Penalty: 3458.196289
	Iteration 11Q: 3 clusters Score -3898030 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -3898230.500000 Penalty: 3458.196289
	Iteration 12Q: 3 clusters Score -3898230 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -3898336.500000 Penalty: 3458.196289
	Iteration 13Q: 3 clusters Score -3898336 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -3898444.250000 Penalty: 3458.196289
	Iteration 14Q: 3 clusters Score -3898444 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -3898579.250000 Penalty: 3458.196289
	Iteration 15Q: 3 clusters Score -3898579 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -3898699.000000 Penalty: 3458.196289
	Iteration 16Q: 3 clusters Score -3898699 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3898769 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -3898844.500000 Penalty: 3458.196289
	Iteration 18Q: 3 clusters Score -3898844 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -3898931.500000 Penalty: 3458.196289
	Iteration 19Q: 3 clusters Score -3898932 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -3898985.000000 Penalty: 3458.196289
	Iteration 20F: 3 clusters Score -3898985 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -3899048.500000 Penalty: 3458.196289
	Iteration 21Q: 3 clusters Score -3899048 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3899082.250000 Penalty: 3458.196289
	Iteration 22Q: 3 clusters Score -3899082 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -3899122.000000 Penalty: 3458.196289
	Iteration 23Q: 3 clusters Score -3899122 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -3899158.250000 Penalty: 3458.196289
	Iteration 24Q: 3 clusters Score -3899158 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -3899212.000000 Penalty: 3458.196289
	Iteration 25Q: 3 clusters Score -3899212 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -3899249.000000 Penalty: 3458.196289
	Iteration 26Q: 3 clusters Score -3899249 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -3899294.000000 Penalty: 3458.196289
	Iteration 27Q: 3 clusters Score -3899294 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -3899322.000000 Penalty: 3458.196289
	Iteration 28Q: 3 clusters Score -3899322 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -3899344.250000 Penalty: 3458.196289
	Iteration 29Q: 3 clusters Score -3899344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -3899381.500000 Penalty: 3458.196289
	Iteration 30Q: 3 clusters Score -3899382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -3899396.250000 Penalty: 3458.196289
	Iteration 31Q: 3 clusters Score -3899396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -3899420.750000 Penalty: 3458.196289
	Iteration 32Q: 3 clusters Score -3899421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -3899431.500000 Penalty: 3458.196289
	Iteration 33Q: 3 clusters Score -3899432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -3899456.500000 Penalty: 3458.196289
	Iteration 34Q: 3 clusters Score -3899456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -3899472.750000 Penalty: 3458.196289
	Iteration 35Q: 3 clusters Score -3899473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -3899485.500000 Penalty: 3458.196289
	Iteration 36Q: 3 clusters Score -3899486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -3899484.750000 Penalty: 3458.196289
	Iteration 37Q: 3 clusters Score -3899485 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -3899496.500000 Penalty: 3458.196289
	Iteration 38Q: 3 clusters Score -3899496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -3899510.250000 Penalty: 3458.196289
	Iteration 39Q: 3 clusters Score -3899510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -3899520.250000 Penalty: 3458.196289
	Iteration 40F: 3 clusters Score -3899520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -3899528.000000 Penalty: 3458.196289
	Iteration 41Q: 3 clusters Score -3899528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -3899541.750000 Penalty: 3458.196289
	Iteration 42Q: 3 clusters Score -3899542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3899542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -3899545.500000 Penalty: 3458.196289
	Iteration 44Q: 3 clusters Score -3899546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -3899554.500000 Penalty: 3458.196289
	Iteration 45Q: 3 clusters Score -3899554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -3899556.750000 Penalty: 3458.196289
	Iteration 46Q: 3 clusters Score -3899557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -3899557.750000 Penalty: 3458.196289
	Iteration 47Q: 3 clusters Score -3899558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -3899561.500000 Penalty: 3458.196289
	Iteration 48Q: 3 clusters Score -3899562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -3899559.250000 Penalty: 3458.196289
	Iteration 49Q: 3 clusters Score -3899559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -3899560.750000 Penalty: 3458.196289
	Iteration 50Q: 3 clusters Score -3899561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -3899562.250000 Penalty: 3458.196289
	Iteration 51Q: 3 clusters Score -3899562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -3899557.750000 Penalty: 3458.196289
	Iteration 52Q: 3 clusters Score -3899558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -3899564.750000 Penalty: 3458.196289
	Iteration 53Q: 3 clusters Score -3899565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -3899566.750000 Penalty: 3458.196289
	Iteration 54Q: 3 clusters Score -3899567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3899566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3899564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -3899563.250000 Penalty: 3458.196289
	Iteration 57Q: 3 clusters Score -3899563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -3899571.000000 Penalty: 3458.196289
	Iteration 58Q: 3 clusters Score -3899571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -3899572.500000 Penalty: 3458.196289
	Iteration 59Q: 3 clusters Score -3899572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -3899579.500000 Penalty: 3458.196289
	Iteration 60F: 3 clusters Score -3899580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -3899581.750000 Penalty: 3458.196289
	Iteration 61Q: 3 clusters Score -3899582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -3899574.000000 Penalty: 3458.196289
	Iteration 62Q: 3 clusters Score -3899574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3899574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -3899580.000000 Penalty: 3458.196289
	Iteration 64Q: 3 clusters Score -3899580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -3899581.750000 Penalty: 3458.196289
	Iteration 65Q: 3 clusters Score -3899582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -3899588.250000 Penalty: 3458.196289
	Iteration 66Q: 3 clusters Score -3899588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -3899584.750000 Penalty: 3458.196289
	Iteration 67Q: 3 clusters Score -3899585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3899585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -3899586.500000 Penalty: 3458.196289
	Iteration 69Q: 3 clusters Score -3899586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -3899585.000000 Penalty: 3458.196289
	Iteration 70Q: 3 clusters Score -3899585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -3899588.750000 Penalty: 3458.196289
	Iteration 71Q: 3 clusters Score -3899589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -3899584.000000 Penalty: 3458.196289
	Iteration 72Q: 3 clusters Score -3899584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -3899581.250000 Penalty: 3458.196289
	Iteration 73Q: 3 clusters Score -3899581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -3899582.000000 Penalty: 3458.196289
	Iteration 74Q: 3 clusters Score -3899582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -3899587.500000 Penalty: 3458.196289
	Iteration 75Q: 3 clusters Score -3899588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -3899589.750000 Penalty: 3458.196289
	Iteration 76Q: 3 clusters Score -3899590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -3899590.750000 Penalty: 3458.196289
	Iteration 77Q: 3 clusters Score -3899591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -3899584.500000 Penalty: 3458.196289
	Iteration 78Q: 3 clusters Score -3899584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -3899584.250000 Penalty: 3458.196289
	Iteration 79Q: 3 clusters Score -3899584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -3899586.000000 Penalty: 3458.196289
	Iteration 80F: 3 clusters Score -3899586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -3899582.750000 Penalty: 3458.196289
	Iteration 81Q: 3 clusters Score -3899583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -3899589.000000 Penalty: 3458.196289
	Iteration 82Q: 3 clusters Score -3899589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -3899590.500000 Penalty: 3458.196289
	Iteration 83Q: 3 clusters Score -3899590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -3899592.000000 Penalty: 3458.196289
	Iteration 84Q: 3 clusters Score -3899592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -3899596.000000 Penalty: 3458.196289
	Iteration 85Q: 3 clusters Score -3899596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -3899588.750000 Penalty: 3458.196289
	Iteration 86Q: 3 clusters Score -3899589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -3899592.250000 Penalty: 3458.196289
	Iteration 87Q: 3 clusters Score -3899592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -3899596.250000 Penalty: 3458.196289
	Iteration 88Q: 3 clusters Score -3899596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -3899599.000000 Penalty: 3458.196289
	Iteration 89Q: 3 clusters Score -3899599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -3899604.000000 Penalty: 3458.196289
	Iteration 90Q: 3 clusters Score -3899604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -3899606.750000 Penalty: 3458.196289
	Iteration 91Q: 3 clusters Score -3899607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -3899612.000000 Penalty: 3458.196289
	Iteration 92Q: 3 clusters Score -3899612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -3899600.500000 Penalty: 3458.196289
	Iteration 93Q: 3 clusters Score -3899600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -3899610.000000 Penalty: 3458.196289
	Iteration 94Q: 3 clusters Score -3899610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -3899607.250000 Penalty: 3458.196289
	Iteration 95Q: 3 clusters Score -3899607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -3899613.250000 Penalty: 3458.196289
	Iteration 96Q: 3 clusters Score -3899613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -3899611.500000 Penalty: 3458.196289
	Iteration 97Q: 3 clusters Score -3899612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -3899608.250000 Penalty: 3458.196289
	Iteration 98Q: 3 clusters Score -3899608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -3899608.250000 Penalty: 3458.196289
	Iteration 99Q: 3 clusters Score -3899608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -3899612.500000 Penalty: 3458.196289
	Iteration 100F: 3 clusters Score -3899612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -3899610.000000 Penalty: 3458.196289
	Iteration 101Q: 3 clusters Score -3899610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -3899617.500000 Penalty: 3458.196289
	Iteration 102Q: 3 clusters Score -3899618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -3899605.750000 Penalty: 3458.196289
	Iteration 103Q: 3 clusters Score -3899606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -3899613.000000 Penalty: 3458.196289
	Iteration 104Q: 3 clusters Score -3899613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -3899609.750000 Penalty: 3458.196289
	Iteration 105Q: 3 clusters Score -3899610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3899613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3899613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -3899614.500000 Penalty: 3458.196289
	Iteration 108Q: 3 clusters Score -3899614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -3899613.000000 Penalty: 3458.196289
	Iteration 109Q: 3 clusters Score -3899613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -3899614.000000 Penalty: 3458.196289
	Iteration 110Q: 3 clusters Score -3899614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3899613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -3899611.500000 Penalty: 3458.196289
	Iteration 112Q: 3 clusters Score -3899612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -3899616.000000 Penalty: 3458.196289
	Iteration 113Q: 3 clusters Score -3899616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -3899615.250000 Penalty: 3458.196289
	Iteration 114Q: 3 clusters Score -3899615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -3899618.000000 Penalty: 3458.196289
	Iteration 115Q: 3 clusters Score -3899618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -3899626.250000 Penalty: 3458.196289
	Iteration 116Q: 3 clusters Score -3899626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3899625.250000 Penalty: 3458.196289
	Iteration 117Q: 3 clusters Score -3899625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -3899624.500000 Penalty: 3458.196289
	Iteration 118Q: 3 clusters Score -3899624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -3899627.750000 Penalty: 3458.196289
	Iteration 119Q: 3 clusters Score -3899628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -3899628.250000 Penalty: 3458.196289
	Iteration 120F: 3 clusters Score -3899628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -3899626.750000 Penalty: 3458.196289
	Iteration 121Q: 3 clusters Score -3899627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -3899627.000000 Penalty: 3458.196289
	Iteration 122Q: 3 clusters Score -3899627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -3899628.000000 Penalty: 3458.196289
	Iteration 123Q: 3 clusters Score -3899628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -3899626.250000 Penalty: 3458.196289
	Iteration 124Q: 3 clusters Score -3899626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -3899624.250000 Penalty: 3458.196289
	Iteration 125Q: 3 clusters Score -3899624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -3899626.000000 Penalty: 3458.196289
	Iteration 126Q: 3 clusters Score -3899626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -3899632.250000 Penalty: 3458.196289
	Iteration 127Q: 3 clusters Score -3899632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -3899633.500000 Penalty: 3458.196289
	Iteration 128Q: 3 clusters Score -3899634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -3899633.500000 Penalty: 3458.196289
	Iteration 129Q: 3 clusters Score -3899634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -3899639.500000 Penalty: 3458.196289
	Iteration 130Q: 3 clusters Score -3899640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -3899640.500000 Penalty: 3458.196289
	Iteration 131Q: 3 clusters Score -3899640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -3899638.500000 Penalty: 3458.196289
	Iteration 132Q: 3 clusters Score -3899638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -3899646.750000 Penalty: 3458.196289
	Iteration 133Q: 3 clusters Score -3899647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -3899650.000000 Penalty: 3458.196289
	Iteration 134Q: 3 clusters Score -3899650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -3899651.000000 Penalty: 3458.196289
	Iteration 135Q: 3 clusters Score -3899651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -3899649.000000 Penalty: 3458.196289
	Iteration 136Q: 3 clusters Score -3899649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -3899653.750000 Penalty: 3458.196289
	Iteration 137Q: 3 clusters Score -3899654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -3899652.250000 Penalty: 3458.196289
	Iteration 138Q: 3 clusters Score -3899652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -3899656.000000 Penalty: 3458.196289
	Iteration 139Q: 3 clusters Score -3899656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -3899657.000000 Penalty: 3458.196289
	Iteration 140F: 3 clusters Score -3899657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -3899660.250000 Penalty: 3458.196289
	Iteration 141Q: 3 clusters Score -3899660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -3899656.000000 Penalty: 3458.196289
	Iteration 142Q: 3 clusters Score -3899656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -3899654.750000 Penalty: 3458.196289
	Iteration 143Q: 3 clusters Score -3899655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -3899659.750000 Penalty: 3458.196289
	Iteration 144Q: 3 clusters Score -3899660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -3899658.500000 Penalty: 3458.196289
	Iteration 145Q: 3 clusters Score -3899658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -3899662.500000 Penalty: 3458.196289
	Iteration 146Q: 3 clusters Score -3899662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -3899659.750000 Penalty: 3458.196289
	Iteration 147Q: 3 clusters Score -3899660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -3899660.250000 Penalty: 3458.196289
	Iteration 148Q: 3 clusters Score -3899660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -3899660.000000 Penalty: 3458.196289
	Iteration 149Q: 3 clusters Score -3899660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -3899660.750000 Penalty: 3458.196289
	Iteration 150Q: 3 clusters Score -3899661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -3899662.000000 Penalty: 3458.196289
	Iteration 151Q: 3 clusters Score -3899662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -3899663.000000 Penalty: 3458.196289
	Iteration 152Q: 3 clusters Score -3899663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -3899664.250000 Penalty: 3458.196289
	Iteration 153Q: 3 clusters Score -3899664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -3899669.000000 Penalty: 3458.196289
	Iteration 154Q: 3 clusters Score -3899669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -3899668.000000 Penalty: 3458.196289
	Iteration 155Q: 3 clusters Score -3899668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -3899670.250000 Penalty: 3458.196289
	Iteration 156Q: 3 clusters Score -3899670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -3899669.000000 Penalty: 3458.196289
	Iteration 157Q: 3 clusters Score -3899669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -3899667.000000 Penalty: 3458.196289
	Iteration 158Q: 3 clusters Score -3899667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -3899664.500000 Penalty: 3458.196289
	Iteration 159Q: 3 clusters Score -3899664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -3899666.750000 Penalty: 3458.196289
	Iteration 160F: 3 clusters Score -3899667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -3899665.000000 Penalty: 3458.196289
	Iteration 161Q: 3 clusters Score -3899665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -3899666.250000 Penalty: 3458.196289
	Iteration 162Q: 3 clusters Score -3899666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -3899667.250000 Penalty: 3458.196289
	Iteration 163Q: 3 clusters Score -3899667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -3899665.250000 Penalty: 3458.196289
	Iteration 164Q: 3 clusters Score -3899665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -3899664.000000 Penalty: 3458.196289
	Iteration 165Q: 3 clusters Score -3899664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -3899667.750000 Penalty: 3458.196289
	Iteration 166Q: 3 clusters Score -3899668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -3899667.750000 Penalty: 3458.196289
	Iteration 167F: 3 clusters Score -3899668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -472429.437500 Penalty: 1395.856445
	Iteration 0F: 2 clusters Score -472429.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -468250.500000 Penalty: 2791.712891
	Iteration 0F: 3 clusters Score -468250.5 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -469491.500000 Penalty: 2791.712891
	Iteration 1F: 3 clusters Score -469491.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -469647.718750 Penalty: 2791.712891
	Iteration 2F: 3 clusters Score -469647.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -469756.781250 Penalty: 2791.712891
	Iteration 3Q: 3 clusters Score -469756.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -469851.468750 Penalty: 2791.712891
	Iteration 4Q: 3 clusters Score -469851.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -469942.750000 Penalty: 2791.712891
	Iteration 5Q: 3 clusters Score -469942.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -470037.750000 Penalty: 2791.712891
	Iteration 6Q: 3 clusters Score -470037.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -470139.843750 Penalty: 2791.712891
	Iteration 7Q: 3 clusters Score -470139.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -470255.468750 Penalty: 2791.712891
	Iteration 8Q: 3 clusters Score -470255.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -470432.687500 Penalty: 2791.712891
	Iteration 9Q: 3 clusters Score -470432.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -470617.156250 Penalty: 2791.712891
	Iteration 10F: 3 clusters Score -470617.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -470808.875000 Penalty: 2791.712891
	Iteration 11Q: 3 clusters Score -470808.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -471035.031250 Penalty: 2791.712891
	Iteration 12Q: 3 clusters Score -471035 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -471240.718750 Penalty: 2791.712891
	Iteration 13Q: 3 clusters Score -471240.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -471388.187500 Penalty: 2791.712891
	Iteration 14Q: 3 clusters Score -471388.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -471497.687500 Penalty: 2791.712891
	Iteration 15Q: 3 clusters Score -471497.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -471555.656250 Penalty: 2791.712891
	Iteration 16Q: 3 clusters Score -471555.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -471583.718750 Penalty: 2791.712891
	Iteration 17Q: 3 clusters Score -471583.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -471592.125000 Penalty: 2791.712891
	Iteration 18Q: 3 clusters Score -471592.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -471599.937500 Penalty: 2791.712891
	Iteration 19Q: 3 clusters Score -471599.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -471607.593750 Penalty: 2791.712891
	Iteration 20F: 3 clusters Score -471607.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -471612.281250 Penalty: 2791.712891
	Iteration 21Q: 3 clusters Score -471612.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -471616.812500 Penalty: 2791.712891
	Iteration 22Q: 3 clusters Score -471616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -471620.125000 Penalty: 2791.712891
	Iteration 23Q: 3 clusters Score -471620.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -471626.218750 Penalty: 2791.712891
	Iteration 24Q: 3 clusters Score -471626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -471628.562500 Penalty: 2791.712891
	Iteration 25Q: 3 clusters Score -471628.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -471629.593750 Penalty: 2791.712891
	Iteration 26Q: 3 clusters Score -471629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -471630.062500 Penalty: 2791.712891
	Iteration 27Q: 3 clusters Score -471630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -471630.250000 Penalty: 2791.712891
	Iteration 28Q: 3 clusters Score -471630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -471631.031250 Penalty: 2791.712891
	Iteration 29Q: 3 clusters Score -471631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -471631.031250 Penalty: 2791.712891
	Iteration 30F: 3 clusters Score -471631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Entering Unmasked Estep 
Score: -1141811.750000 Penalty: 1529.219849
	Iteration 0F: 2 clusters Score -1141812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1133206.875000 Penalty: 3058.439697
	Iteration 0F: 3 clusters Score -1133207 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1135968.875000 Penalty: 3058.439697
	Iteration 1F: 3 clusters Score -1135969 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1136319.875000 Penalty: 3058.439697
	Iteration 2F: 3 clusters Score -1136320 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1136709.875000 Penalty: 3058.439697
	Iteration 3F: 3 clusters Score -1136710 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1137167.875000 Penalty: 3058.439697
	Iteration 4F: 3 clusters Score -1137168 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1137708.875000 Penalty: 3058.439697
	Iteration 5F: 3 clusters Score -1137709 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1138326.500000 Penalty: 3058.439697
	Iteration 6F: 3 clusters Score -1138326 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1138953.625000 Penalty: 3058.439697
	Iteration 7F: 3 clusters Score -1138954 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1139493.875000 Penalty: 3058.439697
	Iteration 8F: 3 clusters Score -1139494 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1139920.625000 Penalty: 3058.439697
	Iteration 9Q: 3 clusters Score -1139921 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1140180.375000 Penalty: 3058.439697
	Iteration 10Q: 3 clusters Score -1140180 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1140327.250000 Penalty: 3058.439697
	Iteration 11Q: 3 clusters Score -1140327 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1140428.500000 Penalty: 3058.439697
	Iteration 12Q: 3 clusters Score -1140428 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1140506.750000 Penalty: 3058.439697
	Iteration 13Q: 3 clusters Score -1140507 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1140558.000000 Penalty: 3058.439697
	Iteration 14Q: 3 clusters Score -1140558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1140598.500000 Penalty: 3058.439697
	Iteration 15Q: 3 clusters Score -1140598 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1140631.375000 Penalty: 3058.439697
	Iteration 16Q: 3 clusters Score -1140631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1140655.500000 Penalty: 3058.439697
	Iteration 17Q: 3 clusters Score -1140656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1140676.250000 Penalty: 3058.439697
	Iteration 18Q: 3 clusters Score -1140676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1140693.625000 Penalty: 3058.439697
	Iteration 19Q: 3 clusters Score -1140694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1140718.250000 Penalty: 3058.439697
	Iteration 20F: 3 clusters Score -1140718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1140733.750000 Penalty: 3058.439697
	Iteration 21Q: 3 clusters Score -1140734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1140744.625000 Penalty: 3058.439697
	Iteration 22Q: 3 clusters Score -1140745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1140757.375000 Penalty: 3058.439697
	Iteration 23Q: 3 clusters Score -1140757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1140769.500000 Penalty: 3058.439697
	Iteration 24Q: 3 clusters Score -1140770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1140782.250000 Penalty: 3058.439697
	Iteration 25Q: 3 clusters Score -1140782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1140793.125000 Penalty: 3058.439697
	Iteration 26Q: 3 clusters Score -1140793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1140795.125000 Penalty: 3058.439697
	Iteration 27Q: 3 clusters Score -1140795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1140802.000000 Penalty: 3058.439697
	Iteration 28Q: 3 clusters Score -1140802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1140806.875000 Penalty: 3058.439697
	Iteration 29Q: 3 clusters Score -1140807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1140812.000000 Penalty: 3058.439697
	Iteration 30Q: 3 clusters Score -1140812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1140813.000000 Penalty: 3058.439697
	Iteration 31Q: 3 clusters Score -1140813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1140813.375000 Penalty: 3058.439697
	Iteration 32Q: 3 clusters Score -1140813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1140817.375000 Penalty: 3058.439697
	Iteration 33Q: 3 clusters Score -1140817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1140821.000000 Penalty: 3058.439697
	Iteration 34Q: 3 clusters Score -1140821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1140823.875000 Penalty: 3058.439697
	Iteration 35Q: 3 clusters Score -1140824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1140824.375000 Penalty: 3058.439697
	Iteration 36Q: 3 clusters Score -1140824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1140827.375000 Penalty: 3058.439697
	Iteration 37Q: 3 clusters Score -1140827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1140827.875000 Penalty: 3058.439697
	Iteration 38Q: 3 clusters Score -1140828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1140829.375000 Penalty: 3058.439697
	Iteration 39Q: 3 clusters Score -1140829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1140828.500000 Penalty: 3058.439697
	Iteration 40F: 3 clusters Score -1140828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1140827.625000 Penalty: 3058.439697
	Iteration 41Q: 3 clusters Score -1140828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1140828.125000 Penalty: 3058.439697
	Iteration 42Q: 3 clusters Score -1140828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1140830.500000 Penalty: 3058.439697
	Iteration 43Q: 3 clusters Score -1140830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1140831.000000 Penalty: 3058.439697
	Iteration 44Q: 3 clusters Score -1140831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1140832.750000 Penalty: 3058.439697
	Iteration 45Q: 3 clusters Score -1140833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1140837.500000 Penalty: 3058.439697
	Iteration 46Q: 3 clusters Score -1140838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1140836.625000 Penalty: 3058.439697
	Iteration 47Q: 3 clusters Score -1140837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1140838.000000 Penalty: 3058.439697
	Iteration 48Q: 3 clusters Score -1140838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1140838.000000 Penalty: 3058.439697
	Iteration 49Q: 3 clusters Score -1140838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1140838.000000 Penalty: 3058.439697
	Iteration 50F: 3 clusters Score -1140838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -101665.593750 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -101665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -100088.601562 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -100088.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -100457.656250 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -100457.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -100567.718750 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -100567.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -100645.429688 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -100645.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -100720.742188 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -100720.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -100785.656250 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -100785.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -100873.726562 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -100873.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -101028.390625 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -101028.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -101225.679688 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -101225.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -101354.679688 Penalty: 2325.757324
	Iteration 9F: 3 clusters Score -101354.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -101446.242188 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -101446.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -101512.328125 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -101512.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -101548.273438 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -101548.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -101588.765625 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -101588.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -101619.585938 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -101619.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -101696.945312 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -101696.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -101753.757812 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -101753.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101769.835938 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -101769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -101779.343750 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -101779.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -101788.242188 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -101788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101800.593750 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -101800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101807.195312 Penalty: 2325.757324
	Iteration 21Q: 3 clusters Score -101807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101808.445312 Penalty: 2325.757324
	Iteration 22Q: 3 clusters Score -101808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101808.445312 Penalty: 2325.757324
	Iteration 23F: 3 clusters Score -101808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 12217 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 58785 members 
Mstep: Class 7 contains 24057 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 12 contains 37122 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 21 contains 314737 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
Score: -54545676.000000 Penalty: 28115.259766
Splitting cluster 4 changes total score from -54546568.000000 to -54545676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Entering Unmasked Estep 
Score: -1953566.125000 Penalty: 1616.173706
	Iteration 0F: 2 clusters Score -1953566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1939376.375000 Penalty: 3232.347412
	Iteration 0F: 3 clusters Score -1939376 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1944537.125000 Penalty: 3232.347412
	Iteration 1F: 3 clusters Score -1944537 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1944918.875000 Penalty: 3232.347412
	Iteration 2Q: 3 clusters Score -1944919 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1945367.375000 Penalty: 3232.347412
	Iteration 3Q: 3 clusters Score -1945367 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1945994.125000 Penalty: 3232.347412
	Iteration 4F: 3 clusters Score -1945994 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1946985.125000 Penalty: 3232.347412
	Iteration 5F: 3 clusters Score -1946985 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1948281.625000 Penalty: 3232.347412
	Iteration 6F: 3 clusters Score -1948282 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1949706.000000 Penalty: 3232.347412
	Iteration 7F: 3 clusters Score -1949706 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1950998.375000 Penalty: 3232.347412
	Iteration 8F: 3 clusters Score -1950998 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1951781.500000 Penalty: 3232.347412
	Iteration 9Q: 3 clusters Score -1951782 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1952146.500000 Penalty: 3232.347412
	Iteration 10Q: 3 clusters Score -1952146 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1952324.625000 Penalty: 3232.347412
	Iteration 11Q: 3 clusters Score -1952325 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -1952429.750000 Penalty: 3232.347412
	Iteration 12Q: 3 clusters Score -1952430 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1952502.375000 Penalty: 3232.347412
	Iteration 13Q: 3 clusters Score -1952502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1952542.000000 Penalty: 3232.347412
	Iteration 14Q: 3 clusters Score -1952542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1952569.875000 Penalty: 3232.347412
	Iteration 15Q: 3 clusters Score -1952570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1952599.250000 Penalty: 3232.347412
	Iteration 16Q: 3 clusters Score -1952599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1952613.375000 Penalty: 3232.347412
	Iteration 17Q: 3 clusters Score -1952613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1952624.500000 Penalty: 3232.347412
	Iteration 18Q: 3 clusters Score -1952624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -1952626.125000 Penalty: 3232.347412
	Iteration 19Q: 3 clusters Score -1952626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1952636.375000 Penalty: 3232.347412
	Iteration 20F: 3 clusters Score -1952636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1952645.000000 Penalty: 3232.347412
	Iteration 21Q: 3 clusters Score -1952645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1952647.750000 Penalty: 3232.347412
	Iteration 22Q: 3 clusters Score -1952648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1952648.500000 Penalty: 3232.347412
	Iteration 23Q: 3 clusters Score -1952648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1952650.375000 Penalty: 3232.347412
	Iteration 24Q: 3 clusters Score -1952650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1952655.750000 Penalty: 3232.347412
	Iteration 25Q: 3 clusters Score -1952656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1952650.625000 Penalty: 3232.347412
	Iteration 26Q: 3 clusters Score -1952651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -1952656.875000 Penalty: 3232.347412
	Iteration 27Q: 3 clusters Score -1952657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1952661.625000 Penalty: 3232.347412
	Iteration 28Q: 3 clusters Score -1952662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1952660.250000 Penalty: 3232.347412
	Iteration 29Q: 3 clusters Score -1952660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1952665.625000 Penalty: 3232.347412
	Iteration 30Q: 3 clusters Score -1952666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1952669.500000 Penalty: 3232.347412
	Iteration 31Q: 3 clusters Score -1952670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -1952670.875000 Penalty: 3232.347412
	Iteration 32Q: 3 clusters Score -1952671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1952671.625000 Penalty: 3232.347412
	Iteration 33Q: 3 clusters Score -1952672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1952672.500000 Penalty: 3232.347412
	Iteration 34Q: 3 clusters Score -1952672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1952673.625000 Penalty: 3232.347412
	Iteration 35Q: 3 clusters Score -1952674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1952675.000000 Penalty: 3232.347412
	Iteration 36Q: 3 clusters Score -1952675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1952676.750000 Penalty: 3232.347412
	Iteration 37Q: 3 clusters Score -1952677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1952676.375000 Penalty: 3232.347412
	Iteration 38Q: 3 clusters Score -1952676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1952676.750000 Penalty: 3232.347412
	Iteration 39Q: 3 clusters Score -1952677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1952677.875000 Penalty: 3232.347412
	Iteration 40F: 3 clusters Score -1952678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Entering Unmasked Estep 
Score: -5496351.500000 Penalty: 1784.516846
	Iteration 0F: 2 clusters Score -5496352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -5457176.500000 Penalty: 3569.033691
	Iteration 0F: 3 clusters Score -5457176 nChanged 27547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -5473054.500000 Penalty: 3569.033691
	Iteration 1F: 3 clusters Score -5473054 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5473661.000000 Penalty: 3569.033691
	Iteration 2Q: 3 clusters Score -5473661 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -5474338.500000 Penalty: 3569.033691
	Iteration 3Q: 3 clusters Score -5474338 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -5475124.000000 Penalty: 3569.033691
	Iteration 4Q: 3 clusters Score -5475124 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -5476198.000000 Penalty: 3569.033691
	Iteration 5Q: 3 clusters Score -5476198 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5477886.500000 Penalty: 3569.033691
	Iteration 6Q: 3 clusters Score -5477886 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5480164.500000 Penalty: 3569.033691
	Iteration 7F: 3 clusters Score -5480164 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -5482418.000000 Penalty: 3569.033691
	Iteration 8F: 3 clusters Score -5482418 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -5483839.500000 Penalty: 3569.033691
	Iteration 9Q: 3 clusters Score -5483840 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -5484386.500000 Penalty: 3569.033691
	Iteration 10Q: 3 clusters Score -5484386 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5484592.000000 Penalty: 3569.033691
	Iteration 11Q: 3 clusters Score -5484592 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -5484795.500000 Penalty: 3569.033691
	Iteration 12Q: 3 clusters Score -5484796 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -5484918.000000 Penalty: 3569.033691
	Iteration 13Q: 3 clusters Score -5484918 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -5485112.000000 Penalty: 3569.033691
	Iteration 14Q: 3 clusters Score -5485112 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -5485279.000000 Penalty: 3569.033691
	Iteration 15Q: 3 clusters Score -5485279 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -5485497.000000 Penalty: 3569.033691
	Iteration 16Q: 3 clusters Score -5485497 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5485763.500000 Penalty: 3569.033691
	Iteration 17Q: 3 clusters Score -5485764 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -5485979.000000 Penalty: 3569.033691
	Iteration 18Q: 3 clusters Score -5485979 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -5486238.000000 Penalty: 3569.033691
	Iteration 19Q: 3 clusters Score -5486238 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5486499.000000 Penalty: 3569.033691
	Iteration 20F: 3 clusters Score -5486499 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -5486759.000000 Penalty: 3569.033691
	Iteration 21Q: 3 clusters Score -5486759 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -5486991.000000 Penalty: 3569.033691
	Iteration 22Q: 3 clusters Score -5486991 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -5487258.500000 Penalty: 3569.033691
	Iteration 23Q: 3 clusters Score -5487258 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5487526.500000 Penalty: 3569.033691
	Iteration 24Q: 3 clusters Score -5487526 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -5487814.000000 Penalty: 3569.033691
	Iteration 25Q: 3 clusters Score -5487814 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5488081.500000 Penalty: 3569.033691
	Iteration 26Q: 3 clusters Score -5488082 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5488359.000000 Penalty: 3569.033691
	Iteration 27Q: 3 clusters Score -5488359 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5488566.000000 Penalty: 3569.033691
	Iteration 28Q: 3 clusters Score -5488566 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -5488819.000000 Penalty: 3569.033691
	Iteration 29Q: 3 clusters Score -5488819 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -5489047.500000 Penalty: 3569.033691
	Iteration 30Q: 3 clusters Score -5489048 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -5489266.000000 Penalty: 3569.033691
	Iteration 31Q: 3 clusters Score -5489266 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5489499.500000 Penalty: 3569.033691
	Iteration 32Q: 3 clusters Score -5489500 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5489705.500000 Penalty: 3569.033691
	Iteration 33Q: 3 clusters Score -5489706 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5489915.500000 Penalty: 3569.033691
	Iteration 34Q: 3 clusters Score -5489916 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -5490082.000000 Penalty: 3569.033691
	Iteration 35Q: 3 clusters Score -5490082 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5490237.000000 Penalty: 3569.033691
	Iteration 36Q: 3 clusters Score -5490237 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -5490389.500000 Penalty: 3569.033691
	Iteration 37Q: 3 clusters Score -5490390 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5490516.000000 Penalty: 3569.033691
	Iteration 38Q: 3 clusters Score -5490516 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5490677.000000 Penalty: 3569.033691
	Iteration 39Q: 3 clusters Score -5490677 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5490862.500000 Penalty: 3569.033691
	Iteration 40F: 3 clusters Score -5490862 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -5491017.500000 Penalty: 3569.033691
	Iteration 41Q: 3 clusters Score -5491018 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -5491185.500000 Penalty: 3569.033691
	Iteration 42Q: 3 clusters Score -5491186 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -5491333.000000 Penalty: 3569.033691
	Iteration 43Q: 3 clusters Score -5491333 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5491485.500000 Penalty: 3569.033691
	Iteration 44Q: 3 clusters Score -5491486 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -5491643.500000 Penalty: 3569.033691
	Iteration 45Q: 3 clusters Score -5491644 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -5491838.000000 Penalty: 3569.033691
	Iteration 46Q: 3 clusters Score -5491838 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5492017.000000 Penalty: 3569.033691
	Iteration 47Q: 3 clusters Score -5492017 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -5492164.500000 Penalty: 3569.033691
	Iteration 48Q: 3 clusters Score -5492164 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -5492307.500000 Penalty: 3569.033691
	Iteration 49Q: 3 clusters Score -5492308 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5492445.000000 Penalty: 3569.033691
	Iteration 50Q: 3 clusters Score -5492445 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -5492580.500000 Penalty: 3569.033691
	Iteration 51Q: 3 clusters Score -5492580 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -5492706.500000 Penalty: 3569.033691
	Iteration 52Q: 3 clusters Score -5492706 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5492834.000000 Penalty: 3569.033691
	Iteration 53Q: 3 clusters Score -5492834 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -5492951.000000 Penalty: 3569.033691
	Iteration 54Q: 3 clusters Score -5492951 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5493107.000000 Penalty: 3569.033691
	Iteration 55Q: 3 clusters Score -5493107 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -5493224.000000 Penalty: 3569.033691
	Iteration 56Q: 3 clusters Score -5493224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -5493310.000000 Penalty: 3569.033691
	Iteration 57Q: 3 clusters Score -5493310 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -5493390.500000 Penalty: 3569.033691
	Iteration 58Q: 3 clusters Score -5493390 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5493484.500000 Penalty: 3569.033691
	Iteration 59Q: 3 clusters Score -5493484 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -5493578.500000 Penalty: 3569.033691
	Iteration 60F: 3 clusters Score -5493578 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -5493685.000000 Penalty: 3569.033691
	Iteration 61Q: 3 clusters Score -5493685 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -5493788.500000 Penalty: 3569.033691
	Iteration 62Q: 3 clusters Score -5493788 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -5493866.000000 Penalty: 3569.033691
	Iteration 63Q: 3 clusters Score -5493866 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -5493937.500000 Penalty: 3569.033691
	Iteration 64Q: 3 clusters Score -5493938 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5494013.500000 Penalty: 3569.033691
	Iteration 65Q: 3 clusters Score -5494014 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -5494099.500000 Penalty: 3569.033691
	Iteration 66Q: 3 clusters Score -5494100 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -5494194.500000 Penalty: 3569.033691
	Iteration 67Q: 3 clusters Score -5494194 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5494263.500000 Penalty: 3569.033691
	Iteration 68Q: 3 clusters Score -5494264 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5494333.500000 Penalty: 3569.033691
	Iteration 69Q: 3 clusters Score -5494334 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5494390.500000 Penalty: 3569.033691
	Iteration 70Q: 3 clusters Score -5494390 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5494436.000000 Penalty: 3569.033691
	Iteration 71Q: 3 clusters Score -5494436 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5494497.000000 Penalty: 3569.033691
	Iteration 72Q: 3 clusters Score -5494497 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5494530.000000 Penalty: 3569.033691
	Iteration 73Q: 3 clusters Score -5494530 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5494580.500000 Penalty: 3569.033691
	Iteration 74Q: 3 clusters Score -5494580 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5494620.000000 Penalty: 3569.033691
	Iteration 75Q: 3 clusters Score -5494620 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5494678.000000 Penalty: 3569.033691
	Iteration 76Q: 3 clusters Score -5494678 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5494698.000000 Penalty: 3569.033691
	Iteration 77Q: 3 clusters Score -5494698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5494727.500000 Penalty: 3569.033691
	Iteration 78Q: 3 clusters Score -5494728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5494756.000000 Penalty: 3569.033691
	Iteration 79Q: 3 clusters Score -5494756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5494782.500000 Penalty: 3569.033691
	Iteration 80F: 3 clusters Score -5494782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5494814.000000 Penalty: 3569.033691
	Iteration 81Q: 3 clusters Score -5494814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5494839.500000 Penalty: 3569.033691
	Iteration 82Q: 3 clusters Score -5494840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5494846.000000 Penalty: 3569.033691
	Iteration 83Q: 3 clusters Score -5494846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5494857.000000 Penalty: 3569.033691
	Iteration 84Q: 3 clusters Score -5494857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5494859.500000 Penalty: 3569.033691
	Iteration 85Q: 3 clusters Score -5494860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5494880.000000 Penalty: 3569.033691
	Iteration 86Q: 3 clusters Score -5494880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5494903.000000 Penalty: 3569.033691
	Iteration 87Q: 3 clusters Score -5494903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5494919.000000 Penalty: 3569.033691
	Iteration 88Q: 3 clusters Score -5494919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5494929.500000 Penalty: 3569.033691
	Iteration 89Q: 3 clusters Score -5494930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5494937.500000 Penalty: 3569.033691
	Iteration 90Q: 3 clusters Score -5494938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5494948.500000 Penalty: 3569.033691
	Iteration 91Q: 3 clusters Score -5494948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5494951.000000 Penalty: 3569.033691
	Iteration 92Q: 3 clusters Score -5494951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5494955.500000 Penalty: 3569.033691
	Iteration 93Q: 3 clusters Score -5494956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5494965.000000 Penalty: 3569.033691
	Iteration 94Q: 3 clusters Score -5494965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5494964.500000 Penalty: 3569.033691
	Iteration 95Q: 3 clusters Score -5494964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5494972.000000 Penalty: 3569.033691
	Iteration 96Q: 3 clusters Score -5494972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5494978.500000 Penalty: 3569.033691
	Iteration 97Q: 3 clusters Score -5494978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5494987.000000 Penalty: 3569.033691
	Iteration 98Q: 3 clusters Score -5494987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5494996.000000 Penalty: 3569.033691
	Iteration 99Q: 3 clusters Score -5494996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5495003.500000 Penalty: 3569.033691
	Iteration 100F: 3 clusters Score -5495004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5495014.500000 Penalty: 3569.033691
	Iteration 101Q: 3 clusters Score -5495014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5495019.000000 Penalty: 3569.033691
	Iteration 102Q: 3 clusters Score -5495019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5495025.500000 Penalty: 3569.033691
	Iteration 103Q: 3 clusters Score -5495026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5495027.000000 Penalty: 3569.033691
	Iteration 104Q: 3 clusters Score -5495027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5495028.500000 Penalty: 3569.033691
	Iteration 105Q: 3 clusters Score -5495028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5495028.000000 Penalty: 3569.033691
	Iteration 106Q: 3 clusters Score -5495028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5495028.500000 Penalty: 3569.033691
	Iteration 107Q: 3 clusters Score -5495028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5495037.000000 Penalty: 3569.033691
	Iteration 108Q: 3 clusters Score -5495037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5495038.000000 Penalty: 3569.033691
	Iteration 109Q: 3 clusters Score -5495038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5495048.000000 Penalty: 3569.033691
	Iteration 110Q: 3 clusters Score -5495048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5495043.500000 Penalty: 3569.033691
	Iteration 111Q: 3 clusters Score -5495044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5495044.500000 Penalty: 3569.033691
	Iteration 112Q: 3 clusters Score -5495044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5495052.000000 Penalty: 3569.033691
	Iteration 113Q: 3 clusters Score -5495052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5495050.500000 Penalty: 3569.033691
	Iteration 114Q: 3 clusters Score -5495050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5495061.500000 Penalty: 3569.033691
	Iteration 115Q: 3 clusters Score -5495062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5495061.000000 Penalty: 3569.033691
	Iteration 116Q: 3 clusters Score -5495061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5495057.500000 Penalty: 3569.033691
	Iteration 117Q: 3 clusters Score -5495058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5495074.500000 Penalty: 3569.033691
	Iteration 118Q: 3 clusters Score -5495074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5495076.500000 Penalty: 3569.033691
	Iteration 119Q: 3 clusters Score -5495076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5495076.500000 Penalty: 3569.033691
	Iteration 120F: 3 clusters Score -5495076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5495078.500000 Penalty: 3569.033691
	Iteration 121Q: 3 clusters Score -5495078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5495081.000000 Penalty: 3569.033691
	Iteration 122Q: 3 clusters Score -5495081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5495082.000000 Penalty: 3569.033691
	Iteration 123Q: 3 clusters Score -5495082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5495082.500000 Penalty: 3569.033691
	Iteration 124Q: 3 clusters Score -5495082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5495081.000000 Penalty: 3569.033691
	Iteration 125Q: 3 clusters Score -5495081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5495081.500000 Penalty: 3569.033691
	Iteration 126Q: 3 clusters Score -5495082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5495082.500000 Penalty: 3569.033691
	Iteration 127Q: 3 clusters Score -5495082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5495082.500000 Penalty: 3569.033691
	Iteration 128F: 3 clusters Score -5495082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Entering Unmasked Estep 
Score: -2167230.500000 Penalty: 1639.329468
	Iteration 0F: 2 clusters Score -2167230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2151070.750000 Penalty: 3278.658936
	Iteration 0F: 3 clusters Score -2151071 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2157077.250000 Penalty: 3278.658936
	Iteration 1F: 3 clusters Score -2157077 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2157376.250000 Penalty: 3278.658936
	Iteration 2Q: 3 clusters Score -2157376 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2157618.500000 Penalty: 3278.658936
	Iteration 3Q: 3 clusters Score -2157618 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2157883.750000 Penalty: 3278.658936
	Iteration 4Q: 3 clusters Score -2157884 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2158236.750000 Penalty: 3278.658936
	Iteration 5Q: 3 clusters Score -2158237 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2158731.500000 Penalty: 3278.658936
	Iteration 6Q: 3 clusters Score -2158732 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2159388.250000 Penalty: 3278.658936
	Iteration 7F: 3 clusters Score -2159388 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2160326.500000 Penalty: 3278.658936
	Iteration 8F: 3 clusters Score -2160326 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2161530.000000 Penalty: 3278.658936
	Iteration 9F: 3 clusters Score -2161530 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2162907.250000 Penalty: 3278.658936
	Iteration 10F: 3 clusters Score -2162907 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2164143.500000 Penalty: 3278.658936
	Iteration 11F: 3 clusters Score -2164144 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2164917.500000 Penalty: 3278.658936
	Iteration 12Q: 3 clusters Score -2164918 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2165325.750000 Penalty: 3278.658936
	Iteration 13Q: 3 clusters Score -2165326 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2165515.750000 Penalty: 3278.658936
	Iteration 14Q: 3 clusters Score -2165516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2165615.500000 Penalty: 3278.658936
	Iteration 15Q: 3 clusters Score -2165616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2165686.750000 Penalty: 3278.658936
	Iteration 16Q: 3 clusters Score -2165687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2165734.000000 Penalty: 3278.658936
	Iteration 17Q: 3 clusters Score -2165734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2165768.000000 Penalty: 3278.658936
	Iteration 18Q: 3 clusters Score -2165768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2165794.750000 Penalty: 3278.658936
	Iteration 19Q: 3 clusters Score -2165795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2165805.000000 Penalty: 3278.658936
	Iteration 20F: 3 clusters Score -2165805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2165817.750000 Penalty: 3278.658936
	Iteration 21Q: 3 clusters Score -2165818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2165829.250000 Penalty: 3278.658936
	Iteration 22Q: 3 clusters Score -2165829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2165841.250000 Penalty: 3278.658936
	Iteration 23Q: 3 clusters Score -2165841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2165844.000000 Penalty: 3278.658936
	Iteration 24Q: 3 clusters Score -2165844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2165845.750000 Penalty: 3278.658936
	Iteration 25Q: 3 clusters Score -2165846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2165846.750000 Penalty: 3278.658936
	Iteration 26Q: 3 clusters Score -2165847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2165847.250000 Penalty: 3278.658936
	Iteration 27Q: 3 clusters Score -2165847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2165851.250000 Penalty: 3278.658936
	Iteration 28Q: 3 clusters Score -2165851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2165855.000000 Penalty: 3278.658936
	Iteration 29Q: 3 clusters Score -2165855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -2165856.750000 Penalty: 3278.658936
	Iteration 30Q: 3 clusters Score -2165857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2165864.000000 Penalty: 3278.658936
	Iteration 31Q: 3 clusters Score -2165864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2165865.000000 Penalty: 3278.658936
	Iteration 32Q: 3 clusters Score -2165865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2165866.500000 Penalty: 3278.658936
	Iteration 33Q: 3 clusters Score -2165866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2165866.500000 Penalty: 3278.658936
	Iteration 34F: 3 clusters Score -2165866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Entering Unmasked Estep 
Score: -3096220.000000 Penalty: 1691.027222
	Iteration 0F: 2 clusters Score -3096220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3073900.750000 Penalty: 3382.054443
	Iteration 0F: 3 clusters Score -3073901 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3082295.000000 Penalty: 3382.054443
	Iteration 1F: 3 clusters Score -3082295 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3082638.000000 Penalty: 3382.054443
	Iteration 2Q: 3 clusters Score -3082638 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3083035.500000 Penalty: 3382.054443
	Iteration 3Q: 3 clusters Score -3083036 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3083525.000000 Penalty: 3382.054443
	Iteration 4Q: 3 clusters Score -3083525 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3084210.000000 Penalty: 3382.054443
	Iteration 5Q: 3 clusters Score -3084210 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3085273.250000 Penalty: 3382.054443
	Iteration 6F: 3 clusters Score -3085273 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3086930.750000 Penalty: 3382.054443
	Iteration 7F: 3 clusters Score -3086931 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3089098.250000 Penalty: 3382.054443
	Iteration 8F: 3 clusters Score -3089098 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3091085.750000 Penalty: 3382.054443
	Iteration 9F: 3 clusters Score -3091086 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -3092525.250000 Penalty: 3382.054443
	Iteration 10F: 3 clusters Score -3092525 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3093478.750000 Penalty: 3382.054443
	Iteration 11Q: 3 clusters Score -3093479 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3094116.000000 Penalty: 3382.054443
	Iteration 12Q: 3 clusters Score -3094116 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3094449.250000 Penalty: 3382.054443
	Iteration 13Q: 3 clusters Score -3094449 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -3094630.500000 Penalty: 3382.054443
	Iteration 14Q: 3 clusters Score -3094630 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3094740.250000 Penalty: 3382.054443
	Iteration 15Q: 3 clusters Score -3094740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -3094825.750000 Penalty: 3382.054443
	Iteration 16Q: 3 clusters Score -3094826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3094889.000000 Penalty: 3382.054443
	Iteration 17Q: 3 clusters Score -3094889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3094926.250000 Penalty: 3382.054443
	Iteration 18Q: 3 clusters Score -3094926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -3094941.000000 Penalty: 3382.054443
	Iteration 19Q: 3 clusters Score -3094941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -3094958.750000 Penalty: 3382.054443
	Iteration 20F: 3 clusters Score -3094959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3094973.750000 Penalty: 3382.054443
	Iteration 21Q: 3 clusters Score -3094974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -3094975.750000 Penalty: 3382.054443
	Iteration 22Q: 3 clusters Score -3094976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3094975.500000 Penalty: 3382.054443
	Iteration 23Q: 3 clusters Score -3094976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3094984.500000 Penalty: 3382.054443
	Iteration 24Q: 3 clusters Score -3094984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -3094989.250000 Penalty: 3382.054443
	Iteration 25Q: 3 clusters Score -3094989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3094992.000000 Penalty: 3382.054443
	Iteration 26Q: 3 clusters Score -3094992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3094991.250000 Penalty: 3382.054443
	Iteration 27Q: 3 clusters Score -3094991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -3094999.000000 Penalty: 3382.054443
	Iteration 28Q: 3 clusters Score -3094999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -3094997.500000 Penalty: 3382.054443
	Iteration 29Q: 3 clusters Score -3094998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3094999.750000 Penalty: 3382.054443
	Iteration 30Q: 3 clusters Score -3095000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -3095001.000000 Penalty: 3382.054443
	Iteration 31Q: 3 clusters Score -3095001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -3095003.000000 Penalty: 3382.054443
	Iteration 32Q: 3 clusters Score -3095003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -3095007.000000 Penalty: 3382.054443
	Iteration 33Q: 3 clusters Score -3095007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -3095011.750000 Penalty: 3382.054443
	Iteration 34Q: 3 clusters Score -3095012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -3095011.000000 Penalty: 3382.054443
	Iteration 35Q: 3 clusters Score -3095011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3095010.000000 Penalty: 3382.054443
	Iteration 36Q: 3 clusters Score -3095010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -3095012.250000 Penalty: 3382.054443
	Iteration 37Q: 3 clusters Score -3095012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3095019.500000 Penalty: 3382.054443
	Iteration 38Q: 3 clusters Score -3095020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3095020.750000 Penalty: 3382.054443
	Iteration 39Q: 3 clusters Score -3095021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3095025.250000 Penalty: 3382.054443
	Iteration 40F: 3 clusters Score -3095025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -3095029.500000 Penalty: 3382.054443
	Iteration 41Q: 3 clusters Score -3095030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3095032.000000 Penalty: 3382.054443
	Iteration 42Q: 3 clusters Score -3095032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -3095037.000000 Penalty: 3382.054443
	Iteration 43Q: 3 clusters Score -3095037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3095039.750000 Penalty: 3382.054443
	Iteration 44Q: 3 clusters Score -3095040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3095048.750000 Penalty: 3382.054443
	Iteration 45Q: 3 clusters Score -3095049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -3095057.250000 Penalty: 3382.054443
	Iteration 46Q: 3 clusters Score -3095057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3095059.250000 Penalty: 3382.054443
	Iteration 47Q: 3 clusters Score -3095059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -3095063.500000 Penalty: 3382.054443
	Iteration 48Q: 3 clusters Score -3095064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3095068.750000 Penalty: 3382.054443
	Iteration 49Q: 3 clusters Score -3095069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3095069.000000 Penalty: 3382.054443
	Iteration 50Q: 3 clusters Score -3095069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -3095071.000000 Penalty: 3382.054443
	Iteration 51Q: 3 clusters Score -3095071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -3095073.500000 Penalty: 3382.054443
	Iteration 52Q: 3 clusters Score -3095074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3095072.750000 Penalty: 3382.054443
	Iteration 53Q: 3 clusters Score -3095073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3095075.000000 Penalty: 3382.054443
	Iteration 54Q: 3 clusters Score -3095075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -3095079.000000 Penalty: 3382.054443
	Iteration 55Q: 3 clusters Score -3095079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3095078.500000 Penalty: 3382.054443
	Iteration 56Q: 3 clusters Score -3095078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3095080.500000 Penalty: 3382.054443
	Iteration 57Q: 3 clusters Score -3095080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3095078.500000 Penalty: 3382.054443
	Iteration 58Q: 3 clusters Score -3095078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3095078.500000 Penalty: 3382.054443
	Iteration 59F: 3 clusters Score -3095078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Entering Unmasked Estep 
Score: -3462136.500000 Penalty: 1709.819336
	Iteration 0F: 2 clusters Score -3462136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3437243.750000 Penalty: 3419.638672
	Iteration 0F: 3 clusters Score -3437244 nChanged 17253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3446816.750000 Penalty: 3419.638672
	Iteration 1F: 3 clusters Score -3446817 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3447324.500000 Penalty: 3419.638672
	Iteration 2Q: 3 clusters Score -3447324 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3447911.250000 Penalty: 3419.638672
	Iteration 3Q: 3 clusters Score -3447911 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3448814.750000 Penalty: 3419.638672
	Iteration 4F: 3 clusters Score -3448815 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3450118.750000 Penalty: 3419.638672
	Iteration 5F: 3 clusters Score -3450119 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3451975.250000 Penalty: 3419.638672
	Iteration 6F: 3 clusters Score -3451975 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3454485.750000 Penalty: 3419.638672
	Iteration 7F: 3 clusters Score -3454486 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3456843.250000 Penalty: 3419.638672
	Iteration 8F: 3 clusters Score -3456843 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3458608.750000 Penalty: 3419.638672
	Iteration 9F: 3 clusters Score -3458609 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3459620.250000 Penalty: 3419.638672
	Iteration 10Q: 3 clusters Score -3459620 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3460070.250000 Penalty: 3419.638672
	Iteration 11Q: 3 clusters Score -3460070 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3460309.500000 Penalty: 3419.638672
	Iteration 12Q: 3 clusters Score -3460310 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3460437.250000 Penalty: 3419.638672
	Iteration 13Q: 3 clusters Score -3460437 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3460510.000000 Penalty: 3419.638672
	Iteration 14Q: 3 clusters Score -3460510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3460565.750000 Penalty: 3419.638672
	Iteration 15Q: 3 clusters Score -3460566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3460587.000000 Penalty: 3419.638672
	Iteration 16Q: 3 clusters Score -3460587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3460601.250000 Penalty: 3419.638672
	Iteration 17Q: 3 clusters Score -3460601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3460618.500000 Penalty: 3419.638672
	Iteration 18Q: 3 clusters Score -3460618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3460617.500000 Penalty: 3419.638672
	Iteration 19Q: 3 clusters Score -3460618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3460631.000000 Penalty: 3419.638672
	Iteration 20F: 3 clusters Score -3460631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3460641.500000 Penalty: 3419.638672
	Iteration 21Q: 3 clusters Score -3460642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3460659.500000 Penalty: 3419.638672
	Iteration 22Q: 3 clusters Score -3460660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3460657.500000 Penalty: 3419.638672
	Iteration 23Q: 3 clusters Score -3460658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3460659.500000 Penalty: 3419.638672
	Iteration 24Q: 3 clusters Score -3460660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3460665.000000 Penalty: 3419.638672
	Iteration 25Q: 3 clusters Score -3460665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3460664.250000 Penalty: 3419.638672
	Iteration 26Q: 3 clusters Score -3460664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3460669.250000 Penalty: 3419.638672
	Iteration 27Q: 3 clusters Score -3460669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3460675.250000 Penalty: 3419.638672
	Iteration 28Q: 3 clusters Score -3460675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3460682.250000 Penalty: 3419.638672
	Iteration 29Q: 3 clusters Score -3460682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3460684.750000 Penalty: 3419.638672
	Iteration 30Q: 3 clusters Score -3460685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3460687.000000 Penalty: 3419.638672
	Iteration 31Q: 3 clusters Score -3460687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3460688.500000 Penalty: 3419.638672
	Iteration 32Q: 3 clusters Score -3460688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3460689.750000 Penalty: 3419.638672
	Iteration 33Q: 3 clusters Score -3460690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3460691.750000 Penalty: 3419.638672
	Iteration 34Q: 3 clusters Score -3460692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3460691.750000 Penalty: 3419.638672
	Iteration 35F: 3 clusters Score -3460692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Entering Unmasked Estep 
Score: -3867154.250000 Penalty: 1727.700317
	Iteration 0F: 2 clusters Score -3867154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3839278.250000 Penalty: 3455.400635
	Iteration 0F: 3 clusters Score -3839278 nChanged 19430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3850366.250000 Penalty: 3455.400635
	Iteration 1F: 3 clusters Score -3850366 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3850815.750000 Penalty: 3455.400635
	Iteration 2Q: 3 clusters Score -3850816 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3851330.000000 Penalty: 3455.400635
	Iteration 3Q: 3 clusters Score -3851330 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3851999.750000 Penalty: 3455.400635
	Iteration 4Q: 3 clusters Score -3852000 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3852802.500000 Penalty: 3455.400635
	Iteration 5Q: 3 clusters Score -3852802 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3853779.500000 Penalty: 3455.400635
	Iteration 6Q: 3 clusters Score -3853780 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3855061.750000 Penalty: 3455.400635
	Iteration 7F: 3 clusters Score -3855062 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3856706.250000 Penalty: 3455.400635
	Iteration 8F: 3 clusters Score -3856706 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3858506.500000 Penalty: 3455.400635
	Iteration 9F: 3 clusters Score -3858506 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3859794.250000 Penalty: 3455.400635
	Iteration 10F: 3 clusters Score -3859794 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3860367.000000 Penalty: 3455.400635
	Iteration 11Q: 3 clusters Score -3860367 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3860612.000000 Penalty: 3455.400635
	Iteration 12Q: 3 clusters Score -3860612 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3860706.750000 Penalty: 3455.400635
	Iteration 13Q: 3 clusters Score -3860707 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3860782.250000 Penalty: 3455.400635
	Iteration 14Q: 3 clusters Score -3860782 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3860833.250000 Penalty: 3455.400635
	Iteration 15Q: 3 clusters Score -3860833 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3860886.500000 Penalty: 3455.400635
	Iteration 16Q: 3 clusters Score -3860886 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3860930.250000 Penalty: 3455.400635
	Iteration 17Q: 3 clusters Score -3860930 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3860962.750000 Penalty: 3455.400635
	Iteration 18Q: 3 clusters Score -3860963 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3861017.500000 Penalty: 3455.400635
	Iteration 19Q: 3 clusters Score -3861018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3861060.750000 Penalty: 3455.400635
	Iteration 20F: 3 clusters Score -3861061 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3861115.500000 Penalty: 3455.400635
	Iteration 21Q: 3 clusters Score -3861116 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3861161.000000 Penalty: 3455.400635
	Iteration 22Q: 3 clusters Score -3861161 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3861216.500000 Penalty: 3455.400635
	Iteration 23Q: 3 clusters Score -3861216 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3861265.000000 Penalty: 3455.400635
	Iteration 24Q: 3 clusters Score -3861265 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3861304.250000 Penalty: 3455.400635
	Iteration 25Q: 3 clusters Score -3861304 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3861368.500000 Penalty: 3455.400635
	Iteration 26Q: 3 clusters Score -3861368 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3861434.750000 Penalty: 3455.400635
	Iteration 27Q: 3 clusters Score -3861435 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3861486.000000 Penalty: 3455.400635
	Iteration 28Q: 3 clusters Score -3861486 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3861558.500000 Penalty: 3455.400635
	Iteration 29Q: 3 clusters Score -3861558 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3861622.250000 Penalty: 3455.400635
	Iteration 30Q: 3 clusters Score -3861622 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3861699.250000 Penalty: 3455.400635
	Iteration 31Q: 3 clusters Score -3861699 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3861766.000000 Penalty: 3455.400635
	Iteration 32Q: 3 clusters Score -3861766 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3861855.000000 Penalty: 3455.400635
	Iteration 33Q: 3 clusters Score -3861855 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3861913.250000 Penalty: 3455.400635
	Iteration 34Q: 3 clusters Score -3861913 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3861973.000000 Penalty: 3455.400635
	Iteration 35Q: 3 clusters Score -3861973 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3862021.250000 Penalty: 3455.400635
	Iteration 36Q: 3 clusters Score -3862021 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3862068.500000 Penalty: 3455.400635
	Iteration 37Q: 3 clusters Score -3862068 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3862110.750000 Penalty: 3455.400635
	Iteration 38Q: 3 clusters Score -3862111 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3862148.750000 Penalty: 3455.400635
	Iteration 39Q: 3 clusters Score -3862149 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3862203.250000 Penalty: 3455.400635
	Iteration 40F: 3 clusters Score -3862203 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3862247.500000 Penalty: 3455.400635
	Iteration 41Q: 3 clusters Score -3862248 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3862300.750000 Penalty: 3455.400635
	Iteration 42Q: 3 clusters Score -3862301 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3862337.000000 Penalty: 3455.400635
	Iteration 43Q: 3 clusters Score -3862337 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3862372.750000 Penalty: 3455.400635
	Iteration 44Q: 3 clusters Score -3862373 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3862405.000000 Penalty: 3455.400635
	Iteration 45Q: 3 clusters Score -3862405 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3862429.500000 Penalty: 3455.400635
	Iteration 46Q: 3 clusters Score -3862430 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3862462.500000 Penalty: 3455.400635
	Iteration 47Q: 3 clusters Score -3862462 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3862489.250000 Penalty: 3455.400635
	Iteration 48Q: 3 clusters Score -3862489 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3862512.500000 Penalty: 3455.400635
	Iteration 49Q: 3 clusters Score -3862512 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3862567.250000 Penalty: 3455.400635
	Iteration 50Q: 3 clusters Score -3862567 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3862609.500000 Penalty: 3455.400635
	Iteration 51Q: 3 clusters Score -3862610 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3862632.000000 Penalty: 3455.400635
	Iteration 52Q: 3 clusters Score -3862632 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3862668.750000 Penalty: 3455.400635
	Iteration 53Q: 3 clusters Score -3862669 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3862699.750000 Penalty: 3455.400635
	Iteration 54Q: 3 clusters Score -3862700 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3862736.500000 Penalty: 3455.400635
	Iteration 55Q: 3 clusters Score -3862736 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3862788.000000 Penalty: 3455.400635
	Iteration 56Q: 3 clusters Score -3862788 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3862815.750000 Penalty: 3455.400635
	Iteration 57Q: 3 clusters Score -3862816 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3862830.000000 Penalty: 3455.400635
	Iteration 58Q: 3 clusters Score -3862830 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3862867.750000 Penalty: 3455.400635
	Iteration 59Q: 3 clusters Score -3862868 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3862884.750000 Penalty: 3455.400635
	Iteration 60F: 3 clusters Score -3862885 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3862912.750000 Penalty: 3455.400635
	Iteration 61Q: 3 clusters Score -3862913 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3862949.000000 Penalty: 3455.400635
	Iteration 62Q: 3 clusters Score -3862949 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3862985.500000 Penalty: 3455.400635
	Iteration 63Q: 3 clusters Score -3862986 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3862995.500000 Penalty: 3455.400635
	Iteration 64Q: 3 clusters Score -3862996 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3863025.500000 Penalty: 3455.400635
	Iteration 65Q: 3 clusters Score -3863026 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3863060.000000 Penalty: 3455.400635
	Iteration 66Q: 3 clusters Score -3863060 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3863099.500000 Penalty: 3455.400635
	Iteration 67Q: 3 clusters Score -3863100 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3863135.250000 Penalty: 3455.400635
	Iteration 68Q: 3 clusters Score -3863135 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3863188.250000 Penalty: 3455.400635
	Iteration 69Q: 3 clusters Score -3863188 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3863225.500000 Penalty: 3455.400635
	Iteration 70Q: 3 clusters Score -3863226 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3863255.250000 Penalty: 3455.400635
	Iteration 71Q: 3 clusters Score -3863255 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3863311.750000 Penalty: 3455.400635
	Iteration 72Q: 3 clusters Score -3863312 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3863370.500000 Penalty: 3455.400635
	Iteration 73Q: 3 clusters Score -3863370 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3863413.250000 Penalty: 3455.400635
	Iteration 74Q: 3 clusters Score -3863413 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3863459.500000 Penalty: 3455.400635
	Iteration 75Q: 3 clusters Score -3863460 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3863506.250000 Penalty: 3455.400635
	Iteration 76Q: 3 clusters Score -3863506 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3863560.750000 Penalty: 3455.400635
	Iteration 77Q: 3 clusters Score -3863561 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3863628.000000 Penalty: 3455.400635
	Iteration 78Q: 3 clusters Score -3863628 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -3863685.750000 Penalty: 3455.400635
	Iteration 79Q: 3 clusters Score -3863686 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -3863777.500000 Penalty: 3455.400635
	Iteration 80F: 3 clusters Score -3863778 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3863844.750000 Penalty: 3455.400635
	Iteration 81Q: 3 clusters Score -3863845 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3863904.250000 Penalty: 3455.400635
	Iteration 82Q: 3 clusters Score -3863904 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3863981.250000 Penalty: 3455.400635
	Iteration 83Q: 3 clusters Score -3863981 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3864046.000000 Penalty: 3455.400635
	Iteration 84Q: 3 clusters Score -3864046 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -3864121.000000 Penalty: 3455.400635
	Iteration 85Q: 3 clusters Score -3864121 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -3864189.500000 Penalty: 3455.400635
	Iteration 86Q: 3 clusters Score -3864190 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -3864260.750000 Penalty: 3455.400635
	Iteration 87Q: 3 clusters Score -3864261 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -3864325.500000 Penalty: 3455.400635
	Iteration 88Q: 3 clusters Score -3864326 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -3864410.750000 Penalty: 3455.400635
	Iteration 89Q: 3 clusters Score -3864411 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3864530.000000 Penalty: 3455.400635
	Iteration 90Q: 3 clusters Score -3864530 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -3864623.000000 Penalty: 3455.400635
	Iteration 91Q: 3 clusters Score -3864623 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -3864752.000000 Penalty: 3455.400635
	Iteration 92Q: 3 clusters Score -3864752 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3864868.750000 Penalty: 3455.400635
	Iteration 93Q: 3 clusters Score -3864869 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -3865001.750000 Penalty: 3455.400635
	Iteration 94Q: 3 clusters Score -3865002 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -3865138.500000 Penalty: 3455.400635
	Iteration 95Q: 3 clusters Score -3865138 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -3865235.750000 Penalty: 3455.400635
	Iteration 96Q: 3 clusters Score -3865236 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3865364.500000 Penalty: 3455.400635
	Iteration 97Q: 3 clusters Score -3865364 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3865478.500000 Penalty: 3455.400635
	Iteration 98Q: 3 clusters Score -3865478 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -3865587.750000 Penalty: 3455.400635
	Iteration 99Q: 3 clusters Score -3865588 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -3865686.750000 Penalty: 3455.400635
	Iteration 100F: 3 clusters Score -3865687 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -3865768.250000 Penalty: 3455.400635
	Iteration 101Q: 3 clusters Score -3865768 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -3865851.000000 Penalty: 3455.400635
	Iteration 102Q: 3 clusters Score -3865851 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -3865908.500000 Penalty: 3455.400635
	Iteration 103Q: 3 clusters Score -3865908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -3865972.750000 Penalty: 3455.400635
	Iteration 104Q: 3 clusters Score -3865973 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -3866044.250000 Penalty: 3455.400635
	Iteration 105Q: 3 clusters Score -3866044 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3866106.000000 Penalty: 3455.400635
	Iteration 106Q: 3 clusters Score -3866106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -3866151.750000 Penalty: 3455.400635
	Iteration 107Q: 3 clusters Score -3866152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -3866184.250000 Penalty: 3455.400635
	Iteration 108Q: 3 clusters Score -3866184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -3866214.750000 Penalty: 3455.400635
	Iteration 109Q: 3 clusters Score -3866215 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -3866245.500000 Penalty: 3455.400635
	Iteration 110Q: 3 clusters Score -3866246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -3866256.000000 Penalty: 3455.400635
	Iteration 111Q: 3 clusters Score -3866256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -3866269.000000 Penalty: 3455.400635
	Iteration 112Q: 3 clusters Score -3866269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -3866289.500000 Penalty: 3455.400635
	Iteration 113Q: 3 clusters Score -3866290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -3866295.750000 Penalty: 3455.400635
	Iteration 114Q: 3 clusters Score -3866296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -3866322.000000 Penalty: 3455.400635
	Iteration 115Q: 3 clusters Score -3866322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -3866323.500000 Penalty: 3455.400635
	Iteration 116Q: 3 clusters Score -3866324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -3866341.750000 Penalty: 3455.400635
	Iteration 117Q: 3 clusters Score -3866342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -3866356.500000 Penalty: 3455.400635
	Iteration 118Q: 3 clusters Score -3866356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -3866364.250000 Penalty: 3455.400635
	Iteration 119Q: 3 clusters Score -3866364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -3866365.000000 Penalty: 3455.400635
	Iteration 120F: 3 clusters Score -3866365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -3866369.250000 Penalty: 3455.400635
	Iteration 121Q: 3 clusters Score -3866369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -3866365.250000 Penalty: 3455.400635
	Iteration 122Q: 3 clusters Score -3866365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -3866365.750000 Penalty: 3455.400635
	Iteration 123Q: 3 clusters Score -3866366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -3866370.750000 Penalty: 3455.400635
	Iteration 124Q: 3 clusters Score -3866371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -3866369.500000 Penalty: 3455.400635
	Iteration 125Q: 3 clusters Score -3866370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -3866369.250000 Penalty: 3455.400635
	Iteration 126Q: 3 clusters Score -3866369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -3866370.000000 Penalty: 3455.400635
	Iteration 127Q: 3 clusters Score -3866370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -3866370.750000 Penalty: 3455.400635
	Iteration 128Q: 3 clusters Score -3866371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -3866370.750000 Penalty: 3455.400635
	Iteration 129F: 3 clusters Score -3866371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (314737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314737 members 
Entering Unmasked Estep 
Score: -28807766.000000 Penalty: 2057.167480
	Iteration 0F: 2 clusters Score -2.880777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 157601 members 
Entering Unmasked Estep 
Score: -28603374.000000 Penalty: 4114.334961
	Iteration 0F: 3 clusters Score -2.860337e+07 nChanged 153469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -28695240.000000 Penalty: 4114.334961
	Iteration 1F: 3 clusters Score -2.869524e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145045 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -28696962.000000 Penalty: 4114.334961
	Iteration 2Q: 3 clusters Score -2.869696e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138353 members 
Mstep: Class 2 contains 176384 members 
Entering Unmasked Estep 
Score: -28699652.000000 Penalty: 4114.334961
	Iteration 3Q: 3 clusters Score -2.869965e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128224 members 
Mstep: Class 2 contains 186513 members 
Entering Unmasked Estep 
Score: -28704342.000000 Penalty: 4114.334961
	Iteration 4Q: 3 clusters Score -2.870434e+07 nChanged 16031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 200934 members 
Entering Unmasked Estep 
Score: -28713058.000000 Penalty: 4114.334961
	Iteration 5F: 3 clusters Score -2.871306e+07 nChanged 19719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 219405 members 
Entering Unmasked Estep 
Score: -28727362.000000 Penalty: 4114.334961
	Iteration 6F: 3 clusters Score -2.872736e+07 nChanged 21767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 239854 members 
Entering Unmasked Estep 
Score: -28746656.000000 Penalty: 4114.334961
	Iteration 7F: 3 clusters Score -2.874666e+07 nChanged 19781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 258037 members 
Entering Unmasked Estep 
Score: -28765054.000000 Penalty: 4114.334961
	Iteration 8F: 3 clusters Score -2.876505e+07 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 270499 members 
Entering Unmasked Estep 
Score: -28777524.000000 Penalty: 4114.334961
	Iteration 9Q: 3 clusters Score -2.877752e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 279026 members 
Entering Unmasked Estep 
Score: -28784882.000000 Penalty: 4114.334961
	Iteration 10Q: 3 clusters Score -2.878488e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 285689 members 
Entering Unmasked Estep 
Score: -28789946.000000 Penalty: 4114.334961
	Iteration 11Q: 3 clusters Score -2.878995e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 291528 members 
Entering Unmasked Estep 
Score: -28794612.000000 Penalty: 4114.334961
	Iteration 12Q: 3 clusters Score -2.879461e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 296988 members 
Entering Unmasked Estep 
Score: -28798178.000000 Penalty: 4114.334961
	Iteration 13Q: 3 clusters Score -2.879818e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 301838 members 
Entering Unmasked Estep 
Score: -28800952.000000 Penalty: 4114.334961
	Iteration 14Q: 3 clusters Score -2.880095e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 305911 members 
Entering Unmasked Estep 
Score: -28802880.000000 Penalty: 4114.334961
	Iteration 15Q: 3 clusters Score -2.880288e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 309103 members 
Entering Unmasked Estep 
Score: -28804192.000000 Penalty: 4114.334961
	Iteration 16Q: 3 clusters Score -2.880419e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 311332 members 
Entering Unmasked Estep 
Score: -28804920.000000 Penalty: 4114.334961
	Iteration 17Q: 3 clusters Score -2.880492e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 312752 members 
Entering Unmasked Estep 
Score: -28805410.000000 Penalty: 4114.334961
	Iteration 18Q: 3 clusters Score -2.880541e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 313575 members 
Entering Unmasked Estep 
Score: -28805740.000000 Penalty: 4114.334961
	Iteration 19Q: 3 clusters Score -2.880574e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 314002 members 
Entering Unmasked Estep 
Score: -28805914.000000 Penalty: 4114.334961
	Iteration 20F: 3 clusters Score -2.880591e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 314196 members 
Entering Unmasked Estep 
Score: -28806026.000000 Penalty: 4114.334961
	Iteration 21Q: 3 clusters Score -2.880603e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 314290 members 
Entering Unmasked Estep 
Score: -28806078.000000 Penalty: 4114.334961
	Iteration 22Q: 3 clusters Score -2.880608e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 314342 members 
Entering Unmasked Estep 
Score: -28806084.000000 Penalty: 4114.334961
	Iteration 23Q: 3 clusters Score -2.880608e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 314371 members 
Entering Unmasked Estep 
Score: -28806108.000000 Penalty: 4114.334961
	Iteration 24Q: 3 clusters Score -2.880611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314390 members 
Entering Unmasked Estep 
Score: -28806112.000000 Penalty: 4114.334961
	Iteration 25Q: 3 clusters Score -2.880611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 314399 members 
Entering Unmasked Estep 
Score: -28806116.000000 Penalty: 4114.334961
	Iteration 26Q: 3 clusters Score -2.880612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 314405 members 
Entering Unmasked Estep 
Score: -28806138.000000 Penalty: 4114.334961
	Iteration 27Q: 3 clusters Score -2.880614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 314412 members 
Entering Unmasked Estep 
Score: -28806148.000000 Penalty: 4114.334961
	Iteration 28Q: 3 clusters Score -2.880615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 314416 members 
Entering Unmasked Estep 
Score: -28806146.000000 Penalty: 4114.334961
	Iteration 29Q: 3 clusters Score -2.880615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314424 members 
Entering Unmasked Estep 
Score: -28806138.000000 Penalty: 4114.334961
	Iteration 30Q: 3 clusters Score -2.880614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314426 members 
Entering Unmasked Estep 
Score: -28806150.000000 Penalty: 4114.334961
	Iteration 31Q: 3 clusters Score -2.880615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314428 members 
Entering Unmasked Estep 
Score: -28806134.000000 Penalty: 4114.334961
	Iteration 32Q: 3 clusters Score -2.880613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314428 members 
Entering Unmasked Estep 
Score: -28806134.000000 Penalty: 4114.334961
	Iteration 33F: 3 clusters Score -2.880613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Entering Unmasked Estep 
Score: -1123300.250000 Penalty: 1524.236084
	Iteration 0F: 2 clusters Score -1123300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1114958.750000 Penalty: 3048.472168
	Iteration 0F: 3 clusters Score -1114959 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1117825.000000 Penalty: 3048.472168
	Iteration 1F: 3 clusters Score -1117825 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1118176.625000 Penalty: 3048.472168
	Iteration 2F: 3 clusters Score -1118177 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1118537.625000 Penalty: 3048.472168
	Iteration 3F: 3 clusters Score -1118538 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1118951.500000 Penalty: 3048.472168
	Iteration 4F: 3 clusters Score -1118952 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1119397.625000 Penalty: 3048.472168
	Iteration 5F: 3 clusters Score -1119398 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1119894.125000 Penalty: 3048.472168
	Iteration 6F: 3 clusters Score -1119894 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1120348.875000 Penalty: 3048.472168
	Iteration 7F: 3 clusters Score -1120349 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1120775.375000 Penalty: 3048.472168
	Iteration 8Q: 3 clusters Score -1120775 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1121072.375000 Penalty: 3048.472168
	Iteration 9Q: 3 clusters Score -1121072 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1121238.750000 Penalty: 3048.472168
	Iteration 10Q: 3 clusters Score -1121239 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1121340.500000 Penalty: 3048.472168
	Iteration 11Q: 3 clusters Score -1121340 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1121400.250000 Penalty: 3048.472168
	Iteration 12Q: 3 clusters Score -1121400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1121433.500000 Penalty: 3048.472168
	Iteration 13Q: 3 clusters Score -1121434 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1121471.000000 Penalty: 3048.472168
	Iteration 14Q: 3 clusters Score -1121471 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1121495.625000 Penalty: 3048.472168
	Iteration 15Q: 3 clusters Score -1121496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1121517.250000 Penalty: 3048.472168
	Iteration 16Q: 3 clusters Score -1121517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1121534.875000 Penalty: 3048.472168
	Iteration 17Q: 3 clusters Score -1121535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1121551.750000 Penalty: 3048.472168
	Iteration 18Q: 3 clusters Score -1121552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1121573.250000 Penalty: 3048.472168
	Iteration 19Q: 3 clusters Score -1121573 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1121592.375000 Penalty: 3048.472168
	Iteration 20F: 3 clusters Score -1121592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1121609.250000 Penalty: 3048.472168
	Iteration 21Q: 3 clusters Score -1121609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1121626.375000 Penalty: 3048.472168
	Iteration 22Q: 3 clusters Score -1121626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1121645.000000 Penalty: 3048.472168
	Iteration 23Q: 3 clusters Score -1121645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1121661.750000 Penalty: 3048.472168
	Iteration 24Q: 3 clusters Score -1121662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1121672.375000 Penalty: 3048.472168
	Iteration 25Q: 3 clusters Score -1121672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1121684.875000 Penalty: 3048.472168
	Iteration 26Q: 3 clusters Score -1121685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1121692.625000 Penalty: 3048.472168
	Iteration 27Q: 3 clusters Score -1121693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1121705.250000 Penalty: 3048.472168
	Iteration 28Q: 3 clusters Score -1121705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1121720.500000 Penalty: 3048.472168
	Iteration 29Q: 3 clusters Score -1121720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1121731.875000 Penalty: 3048.472168
	Iteration 30Q: 3 clusters Score -1121732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1121742.500000 Penalty: 3048.472168
	Iteration 31Q: 3 clusters Score -1121742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1121752.375000 Penalty: 3048.472168
	Iteration 32Q: 3 clusters Score -1121752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1121761.000000 Penalty: 3048.472168
	Iteration 33Q: 3 clusters Score -1121761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1121766.375000 Penalty: 3048.472168
	Iteration 34Q: 3 clusters Score -1121766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1121769.500000 Penalty: 3048.472168
	Iteration 35Q: 3 clusters Score -1121770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1121776.375000 Penalty: 3048.472168
	Iteration 36Q: 3 clusters Score -1121776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1121786.375000 Penalty: 3048.472168
	Iteration 37Q: 3 clusters Score -1121786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1121795.500000 Penalty: 3048.472168
	Iteration 38Q: 3 clusters Score -1121796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1121809.375000 Penalty: 3048.472168
	Iteration 39Q: 3 clusters Score -1121809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1121820.125000 Penalty: 3048.472168
	Iteration 40F: 3 clusters Score -1121820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1121829.500000 Penalty: 3048.472168
	Iteration 41Q: 3 clusters Score -1121830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1121838.125000 Penalty: 3048.472168
	Iteration 42Q: 3 clusters Score -1121838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1121842.250000 Penalty: 3048.472168
	Iteration 43Q: 3 clusters Score -1121842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1121850.250000 Penalty: 3048.472168
	Iteration 44Q: 3 clusters Score -1121850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1121854.750000 Penalty: 3048.472168
	Iteration 45Q: 3 clusters Score -1121855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1121862.500000 Penalty: 3048.472168
	Iteration 46Q: 3 clusters Score -1121862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1121870.875000 Penalty: 3048.472168
	Iteration 47Q: 3 clusters Score -1121871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1121874.625000 Penalty: 3048.472168
	Iteration 48Q: 3 clusters Score -1121875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1121880.500000 Penalty: 3048.472168
	Iteration 49Q: 3 clusters Score -1121880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1121884.125000 Penalty: 3048.472168
	Iteration 50Q: 3 clusters Score -1121884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1121887.250000 Penalty: 3048.472168
	Iteration 51Q: 3 clusters Score -1121887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1121893.000000 Penalty: 3048.472168
	Iteration 52Q: 3 clusters Score -1121893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1121896.500000 Penalty: 3048.472168
	Iteration 53Q: 3 clusters Score -1121896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1121902.625000 Penalty: 3048.472168
	Iteration 54Q: 3 clusters Score -1121903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1121912.250000 Penalty: 3048.472168
	Iteration 55Q: 3 clusters Score -1121912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1121924.125000 Penalty: 3048.472168
	Iteration 56Q: 3 clusters Score -1121924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1121935.125000 Penalty: 3048.472168
	Iteration 57Q: 3 clusters Score -1121935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1121945.500000 Penalty: 3048.472168
	Iteration 58Q: 3 clusters Score -1121946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1121956.625000 Penalty: 3048.472168
	Iteration 59Q: 3 clusters Score -1121957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1121970.375000 Penalty: 3048.472168
	Iteration 60F: 3 clusters Score -1121970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1121987.625000 Penalty: 3048.472168
	Iteration 61Q: 3 clusters Score -1121988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1122000.875000 Penalty: 3048.472168
	Iteration 62Q: 3 clusters Score -1122001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1122006.875000 Penalty: 3048.472168
	Iteration 63Q: 3 clusters Score -1122007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1122015.875000 Penalty: 3048.472168
	Iteration 64Q: 3 clusters Score -1122016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1122022.750000 Penalty: 3048.472168
	Iteration 65Q: 3 clusters Score -1122023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1122030.000000 Penalty: 3048.472168
	Iteration 66Q: 3 clusters Score -1122030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1122034.250000 Penalty: 3048.472168
	Iteration 67Q: 3 clusters Score -1122034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1122042.875000 Penalty: 3048.472168
	Iteration 68Q: 3 clusters Score -1122043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1122047.125000 Penalty: 3048.472168
	Iteration 69Q: 3 clusters Score -1122047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1122054.125000 Penalty: 3048.472168
	Iteration 70Q: 3 clusters Score -1122054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1122055.875000 Penalty: 3048.472168
	Iteration 71Q: 3 clusters Score -1122056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1122061.625000 Penalty: 3048.472168
	Iteration 72Q: 3 clusters Score -1122062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1122068.625000 Penalty: 3048.472168
	Iteration 73Q: 3 clusters Score -1122069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1122078.375000 Penalty: 3048.472168
	Iteration 74Q: 3 clusters Score -1122078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1122082.750000 Penalty: 3048.472168
	Iteration 75Q: 3 clusters Score -1122083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1122086.625000 Penalty: 3048.472168
	Iteration 76Q: 3 clusters Score -1122087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1122090.875000 Penalty: 3048.472168
	Iteration 77Q: 3 clusters Score -1122091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1122092.000000 Penalty: 3048.472168
	Iteration 78Q: 3 clusters Score -1122092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1122096.375000 Penalty: 3048.472168
	Iteration 79Q: 3 clusters Score -1122096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1122099.875000 Penalty: 3048.472168
	Iteration 80F: 3 clusters Score -1122100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1122101.375000 Penalty: 3048.472168
	Iteration 81Q: 3 clusters Score -1122101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1122101.750000 Penalty: 3048.472168
	Iteration 82Q: 3 clusters Score -1122102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1122101.875000 Penalty: 3048.472168
	Iteration 83Q: 3 clusters Score -1122102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1122104.750000 Penalty: 3048.472168
	Iteration 84Q: 3 clusters Score -1122105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1122102.625000 Penalty: 3048.472168
	Iteration 85Q: 3 clusters Score -1122103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1122108.625000 Penalty: 3048.472168
	Iteration 86Q: 3 clusters Score -1122109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1122110.875000 Penalty: 3048.472168
	Iteration 87Q: 3 clusters Score -1122111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1122109.625000 Penalty: 3048.472168
	Iteration 88Q: 3 clusters Score -1122110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1122109.875000 Penalty: 3048.472168
	Iteration 89Q: 3 clusters Score -1122110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1122110.625000 Penalty: 3048.472168
	Iteration 90Q: 3 clusters Score -1122111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1122110.750000 Penalty: 3048.472168
	Iteration 91Q: 3 clusters Score -1122111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1122110.125000 Penalty: 3048.472168
	Iteration 92Q: 3 clusters Score -1122110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1122110.125000 Penalty: 3048.472168
	Iteration 93F: 3 clusters Score -1122110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 12217 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 58785 members 
Mstep: Class 7 contains 24057 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 12 contains 37122 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 21 contains 314737 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546540.000000 Penalty: 25952.548828
Iteration 199Q: 13 clusters Score -5.454654e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 12228 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20868 members 
Mstep: Class 6 contains 58787 members 
Mstep: Class 7 contains 24057 members 
Mstep: Class 8 contains 33064 members 
Mstep: Class 12 contains 37120 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 21 contains 314720 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546556.000000 Penalty: 25952.548828
Iteration 200F: 13 clusters Score -5.454656e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 6 contains 58790 members 
Mstep: Class 7 contains 24059 members 
Mstep: Class 8 contains 33063 members 
Mstep: Class 12 contains 37118 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 21 contains 314706 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546612.000000 Penalty: 25952.548828
Iteration 201Q: 13 clusters Score -5.454661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 58790 members 
Mstep: Class 7 contains 24054 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 12 contains 37116 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 21 contains 314700 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546648.000000 Penalty: 25952.548828
Iteration 202Q: 13 clusters Score -5.454665e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 12257 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24055 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 12 contains 37113 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 21 contains 314681 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546612.000000 Penalty: 25952.548828
Iteration 203Q: 13 clusters Score -5.454661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 5363 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 58790 members 
Mstep: Class 7 contains 24054 members 
Mstep: Class 8 contains 33056 members 
Mstep: Class 12 contains 37108 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 21 contains 314678 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546620.000000 Penalty: 25952.548828
Iteration 204Q: 13 clusters Score -5.454662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 12274 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 58789 members 
Mstep: Class 7 contains 24051 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 12 contains 37105 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 21 contains 314674 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546652.000000 Penalty: 25952.548828
Iteration 205Q: 13 clusters Score -5.454665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 5360 members 
Mstep: Class 3 contains 12280 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20871 members 
Mstep: Class 6 contains 58790 members 
Mstep: Class 7 contains 24048 members 
Mstep: Class 8 contains 33048 members 
Mstep: Class 12 contains 37102 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 21 contains 314678 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546672.000000 Penalty: 25952.548828
Iteration 206Q: 13 clusters Score -5.454667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 5356 members 
Mstep: Class 3 contains 12286 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24046 members 
Mstep: Class 8 contains 33041 members 
Mstep: Class 12 contains 37101 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 21 contains 314683 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546672.000000 Penalty: 25952.548828
Iteration 207Q: 13 clusters Score -5.454667e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 12293 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24046 members 
Mstep: Class 8 contains 33037 members 
Mstep: Class 12 contains 37098 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 21 contains 314685 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546708.000000 Penalty: 25952.548828
Iteration 208Q: 13 clusters Score -5.454671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 5349 members 
Mstep: Class 3 contains 12296 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24047 members 
Mstep: Class 8 contains 33031 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 21 contains 314685 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546700.000000 Penalty: 25952.548828
Iteration 209Q: 13 clusters Score -5.45467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24049 members 
Mstep: Class 8 contains 33028 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 21 contains 314681 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546712.000000 Penalty: 25952.548828
Iteration 210Q: 13 clusters Score -5.454671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24049 members 
Mstep: Class 8 contains 33026 members 
Mstep: Class 12 contains 37094 members 
Mstep: Class 16 contains 41434 members 
Mstep: Class 21 contains 314688 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546744.000000 Penalty: 25952.548828
Iteration 211Q: 13 clusters Score -5.454674e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24047 members 
Mstep: Class 8 contains 33021 members 
Mstep: Class 12 contains 37093 members 
Mstep: Class 16 contains 41434 members 
Mstep: Class 21 contains 314695 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546744.000000 Penalty: 25952.548828
Iteration 212Q: 13 clusters Score -5.454674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 5334 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20876 members 
Mstep: Class 6 contains 58793 members 
Mstep: Class 7 contains 24045 members 
Mstep: Class 8 contains 33017 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41434 members 
Mstep: Class 21 contains 314701 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546756.000000 Penalty: 25952.548828
Iteration 213Q: 13 clusters Score -5.454676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58794 members 
Mstep: Class 7 contains 24043 members 
Mstep: Class 8 contains 33012 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 21 contains 314705 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546732.000000 Penalty: 25952.548828
Iteration 214Q: 13 clusters Score -5.454673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12299 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58794 members 
Mstep: Class 7 contains 24040 members 
Mstep: Class 8 contains 33006 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 21 contains 314710 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546720.000000 Penalty: 25952.548828
Iteration 215Q: 13 clusters Score -5.454672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12299 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58794 members 
Mstep: Class 7 contains 24037 members 
Mstep: Class 8 contains 33000 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 21 contains 314712 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546748.000000 Penalty: 25952.548828
Iteration 216Q: 13 clusters Score -5.454675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12300 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58794 members 
Mstep: Class 7 contains 24033 members 
Mstep: Class 8 contains 32996 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41437 members 
Mstep: Class 21 contains 314717 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546692.000000 Penalty: 25952.548828
Iteration 217Q: 13 clusters Score -5.454669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12302 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58793 members 
Mstep: Class 7 contains 24031 members 
Mstep: Class 8 contains 32993 members 
Mstep: Class 12 contains 37093 members 
Mstep: Class 16 contains 41437 members 
Mstep: Class 21 contains 314717 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546668.000000 Penalty: 25952.548828
Iteration 218Q: 13 clusters Score -5.454667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12303 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58793 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32985 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 21 contains 314723 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546656.000000 Penalty: 25952.548828
Iteration 219Q: 13 clusters Score -5.454666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12306 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58791 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32972 members 
Mstep: Class 12 contains 37093 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 21 contains 314728 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546620.000000 Penalty: 25952.548828
Iteration 220F: 13 clusters Score -5.454662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12309 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58790 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32963 members 
Mstep: Class 12 contains 37094 members 
Mstep: Class 16 contains 41441 members 
Mstep: Class 21 contains 314732 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546592.000000 Penalty: 25952.548828
Iteration 221Q: 13 clusters Score -5.454659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12313 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58790 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32957 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 16 contains 41442 members 
Mstep: Class 21 contains 314732 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546592.000000 Penalty: 25952.548828
Iteration 222Q: 13 clusters Score -5.454659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12317 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58790 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32953 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 16 contains 41442 members 
Mstep: Class 21 contains 314732 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546588.000000 Penalty: 25952.548828
Iteration 223Q: 13 clusters Score -5.454659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58791 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32950 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 16 contains 41442 members 
Mstep: Class 21 contains 314729 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546620.000000 Penalty: 25952.548828
Iteration 224Q: 13 clusters Score -5.454662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12328 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58791 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32947 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41441 members 
Mstep: Class 21 contains 314726 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546608.000000 Penalty: 25952.548828
Iteration 225Q: 13 clusters Score -5.454661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12332 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58791 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32946 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 21 contains 314725 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546612.000000 Penalty: 25952.548828
Iteration 226Q: 13 clusters Score -5.454661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12335 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58791 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32943 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 21 contains 314727 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546616.000000 Penalty: 25952.548828
Iteration 227Q: 13 clusters Score -5.454662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12339 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 58791 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32941 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41434 members 
Mstep: Class 21 contains 314726 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546644.000000 Penalty: 25952.548828
Iteration 228Q: 13 clusters Score -5.454664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12343 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20878 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32938 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41432 members 
Mstep: Class 21 contains 314725 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546600.000000 Penalty: 25952.548828
Iteration 229Q: 13 clusters Score -5.45466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12344 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20880 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32934 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41430 members 
Mstep: Class 21 contains 314726 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546640.000000 Penalty: 25952.548828
Iteration 230Q: 13 clusters Score -5.454664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12347 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20880 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32930 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41429 members 
Mstep: Class 21 contains 314723 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546600.000000 Penalty: 25952.548828
Iteration 231Q: 13 clusters Score -5.45466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12348 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20882 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32925 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41429 members 
Mstep: Class 21 contains 314718 members 
Mstep: Class 22 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546600.000000 Penalty: 25952.548828
Iteration 232Q: 13 clusters Score -5.45466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12350 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20883 members 
Mstep: Class 6 contains 58792 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 32921 members 
Mstep: Class 12 contains 37097 members 
Mstep: Class 16 contains 41426 members 
Mstep: Class 21 contains 314713 members 
Mstep: Class 22 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546604.000000 Penalty: 25952.548828
Iteration 233Q: 13 clusters Score -5.45466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12350 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20884 members 
Mstep: Class 6 contains 58794 members 
Mstep: Class 7 contains 24029 members 
Mstep: Class 8 contains 32920 members 
Mstep: Class 12 contains 37097 members 
Mstep: Class 16 contains 41421 members 
Mstep: Class 21 contains 314713 members 
Mstep: Class 22 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546632.000000 Penalty: 25952.548828
Iteration 234Q: 13 clusters Score -5.454663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12351 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20886 members 
Mstep: Class 6 contains 58797 members 
Mstep: Class 7 contains 24029 members 
Mstep: Class 8 contains 32917 members 
Mstep: Class 12 contains 37097 members 
Mstep: Class 16 contains 41419 members 
Mstep: Class 21 contains 314712 members 
Mstep: Class 22 contains 11847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546580.000000 Penalty: 25952.548828
Iteration 235Q: 13 clusters Score -5.454658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12352 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58799 members 
Mstep: Class 7 contains 24029 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 12 contains 37097 members 
Mstep: Class 16 contains 41419 members 
Mstep: Class 21 contains 314713 members 
Mstep: Class 22 contains 11846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546596.000000 Penalty: 25952.548828
Iteration 236Q: 13 clusters Score -5.45466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12353 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58800 members 
Mstep: Class 7 contains 24029 members 
Mstep: Class 8 contains 32911 members 
Mstep: Class 12 contains 37097 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 21 contains 314708 members 
Mstep: Class 22 contains 11846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546612.000000 Penalty: 25952.548828
Iteration 237Q: 13 clusters Score -5.454661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12355 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58799 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 21 contains 314703 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546612.000000 Penalty: 25952.548828
Iteration 238Q: 13 clusters Score -5.454661e+07 nChanged 4
Entering ConstructFrom: 
Score: -54546612.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (41936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Entering Unmasked Estep 
Score: -3913467.250000 Penalty: 1729.633789
	Iteration 0F: 2 clusters Score -3913467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3885545.750000 Penalty: 3459.267578
	Iteration 0F: 3 clusters Score -3885546 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3896097.750000 Penalty: 3459.267578
	Iteration 1F: 3 clusters Score -3896098 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3896542.750000 Penalty: 3459.267578
	Iteration 2Q: 3 clusters Score -3896543 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3896993.250000 Penalty: 3459.267578
	Iteration 3Q: 3 clusters Score -3896993 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3897501.250000 Penalty: 3459.267578
	Iteration 4Q: 3 clusters Score -3897501 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3898163.500000 Penalty: 3459.267578
	Iteration 5Q: 3 clusters Score -3898164 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3899061.500000 Penalty: 3459.267578
	Iteration 6Q: 3 clusters Score -3899062 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3900373.000000 Penalty: 3459.267578
	Iteration 7F: 3 clusters Score -3900373 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3902221.750000 Penalty: 3459.267578
	Iteration 8F: 3 clusters Score -3902222 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -3904504.750000 Penalty: 3459.267578
	Iteration 9F: 3 clusters Score -3904505 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3906673.500000 Penalty: 3459.267578
	Iteration 10F: 3 clusters Score -3906674 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -3908346.500000 Penalty: 3459.267578
	Iteration 11Q: 3 clusters Score -3908346 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -3909471.500000 Penalty: 3459.267578
	Iteration 12Q: 3 clusters Score -3909472 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -3910213.750000 Penalty: 3459.267578
	Iteration 13Q: 3 clusters Score -3910214 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -3910797.000000 Penalty: 3459.267578
	Iteration 14Q: 3 clusters Score -3910797 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -3911213.500000 Penalty: 3459.267578
	Iteration 15Q: 3 clusters Score -3911214 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -3911520.000000 Penalty: 3459.267578
	Iteration 16Q: 3 clusters Score -3911520 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -3911747.000000 Penalty: 3459.267578
	Iteration 17Q: 3 clusters Score -3911747 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -3911925.250000 Penalty: 3459.267578
	Iteration 18Q: 3 clusters Score -3911925 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -3912048.750000 Penalty: 3459.267578
	Iteration 19Q: 3 clusters Score -3912049 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -3912101.750000 Penalty: 3459.267578
	Iteration 20F: 3 clusters Score -3912102 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -3912154.500000 Penalty: 3459.267578
	Iteration 21Q: 3 clusters Score -3912154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -3912187.500000 Penalty: 3459.267578
	Iteration 22Q: 3 clusters Score -3912188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -3912207.750000 Penalty: 3459.267578
	Iteration 23Q: 3 clusters Score -3912208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -3912231.250000 Penalty: 3459.267578
	Iteration 24Q: 3 clusters Score -3912231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -3912232.250000 Penalty: 3459.267578
	Iteration 25Q: 3 clusters Score -3912232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -3912245.750000 Penalty: 3459.267578
	Iteration 26Q: 3 clusters Score -3912246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -3912257.250000 Penalty: 3459.267578
	Iteration 27Q: 3 clusters Score -3912257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -3912261.250000 Penalty: 3459.267578
	Iteration 28Q: 3 clusters Score -3912261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -3912269.250000 Penalty: 3459.267578
	Iteration 29Q: 3 clusters Score -3912269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -3912272.000000 Penalty: 3459.267578
	Iteration 30Q: 3 clusters Score -3912272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -3912268.750000 Penalty: 3459.267578
	Iteration 31Q: 3 clusters Score -3912269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -3912270.250000 Penalty: 3459.267578
	Iteration 32Q: 3 clusters Score -3912270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -3912269.250000 Penalty: 3459.267578
	Iteration 33Q: 3 clusters Score -3912269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -3912270.750000 Penalty: 3459.267578
	Iteration 34Q: 3 clusters Score -3912271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -3912276.750000 Penalty: 3459.267578
	Iteration 35Q: 3 clusters Score -3912277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -3912283.500000 Penalty: 3459.267578
	Iteration 36Q: 3 clusters Score -3912284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -3912292.750000 Penalty: 3459.267578
	Iteration 37Q: 3 clusters Score -3912293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -3912291.250000 Penalty: 3459.267578
	Iteration 38Q: 3 clusters Score -3912291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -3912295.000000 Penalty: 3459.267578
	Iteration 39Q: 3 clusters Score -3912295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -3912300.000000 Penalty: 3459.267578
	Iteration 40F: 3 clusters Score -3912300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -3912303.000000 Penalty: 3459.267578
	Iteration 41Q: 3 clusters Score -3912303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -3912301.500000 Penalty: 3459.267578
	Iteration 42Q: 3 clusters Score -3912302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -3912307.250000 Penalty: 3459.267578
	Iteration 43Q: 3 clusters Score -3912307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -3912306.250000 Penalty: 3459.267578
	Iteration 44Q: 3 clusters Score -3912306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -3912306.000000 Penalty: 3459.267578
	Iteration 45Q: 3 clusters Score -3912306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -3912303.750000 Penalty: 3459.267578
	Iteration 46Q: 3 clusters Score -3912304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -3912303.750000 Penalty: 3459.267578
	Iteration 47F: 3 clusters Score -3912304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -468376.375000 Penalty: 1394.460327
	Iteration 0F: 2 clusters Score -468376.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -464195.531250 Penalty: 2788.920654
	Iteration 0F: 3 clusters Score -464195.5 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -465424.843750 Penalty: 2788.920654
	Iteration 1F: 3 clusters Score -465424.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -465669.937500 Penalty: 2788.920654
	Iteration 2F: 3 clusters Score -465669.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -465902.406250 Penalty: 2788.920654
	Iteration 3F: 3 clusters Score -465902.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -466162.187500 Penalty: 2788.920654
	Iteration 4F: 3 clusters Score -466162.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -466426.781250 Penalty: 2788.920654
	Iteration 5F: 3 clusters Score -466426.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -466675.187500 Penalty: 2788.920654
	Iteration 6F: 3 clusters Score -466675.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -466898.250000 Penalty: 2788.920654
	Iteration 7F: 3 clusters Score -466898.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -467078.031250 Penalty: 2788.920654
	Iteration 8Q: 3 clusters Score -467078 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -467222.156250 Penalty: 2788.920654
	Iteration 9Q: 3 clusters Score -467222.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -467355.218750 Penalty: 2788.920654
	Iteration 10Q: 3 clusters Score -467355.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -467457.656250 Penalty: 2788.920654
	Iteration 11Q: 3 clusters Score -467457.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -467524.156250 Penalty: 2788.920654
	Iteration 12Q: 3 clusters Score -467524.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -467546.062500 Penalty: 2788.920654
	Iteration 13Q: 3 clusters Score -467546.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -467560.093750 Penalty: 2788.920654
	Iteration 14Q: 3 clusters Score -467560.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -467567.906250 Penalty: 2788.920654
	Iteration 15Q: 3 clusters Score -467567.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -467574.718750 Penalty: 2788.920654
	Iteration 16Q: 3 clusters Score -467574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -467579.093750 Penalty: 2788.920654
	Iteration 17Q: 3 clusters Score -467579.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -467581.218750 Penalty: 2788.920654
	Iteration 18Q: 3 clusters Score -467581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -467582.437500 Penalty: 2788.920654
	Iteration 19Q: 3 clusters Score -467582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -467582.437500 Penalty: 2788.920654
	Iteration 20F: 3 clusters Score -467582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Entering Unmasked Estep 
Score: -1154744.375000 Penalty: 1531.058228
	Iteration 0F: 2 clusters Score -1154744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1146036.125000 Penalty: 3062.116455
	Iteration 0F: 3 clusters Score -1146036 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1149011.750000 Penalty: 3062.116455
	Iteration 1F: 3 clusters Score -1149012 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1149334.375000 Penalty: 3062.116455
	Iteration 2F: 3 clusters Score -1149334 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1149647.750000 Penalty: 3062.116455
	Iteration 3Q: 3 clusters Score -1149648 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1149957.625000 Penalty: 3062.116455
	Iteration 4Q: 3 clusters Score -1149958 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1150261.125000 Penalty: 3062.116455
	Iteration 5Q: 3 clusters Score -1150261 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1150596.250000 Penalty: 3062.116455
	Iteration 6F: 3 clusters Score -1150596 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1150919.000000 Penalty: 3062.116455
	Iteration 7F: 3 clusters Score -1150919 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1151256.750000 Penalty: 3062.116455
	Iteration 8Q: 3 clusters Score -1151257 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1151646.875000 Penalty: 3062.116455
	Iteration 9F: 3 clusters Score -1151647 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1152059.000000 Penalty: 3062.116455
	Iteration 10Q: 3 clusters Score -1152059 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1152424.250000 Penalty: 3062.116455
	Iteration 11Q: 3 clusters Score -1152424 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1152680.625000 Penalty: 3062.116455
	Iteration 12Q: 3 clusters Score -1152681 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1152850.125000 Penalty: 3062.116455
	Iteration 13Q: 3 clusters Score -1152850 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1152979.750000 Penalty: 3062.116455
	Iteration 14Q: 3 clusters Score -1152980 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1153048.250000 Penalty: 3062.116455
	Iteration 15Q: 3 clusters Score -1153048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1153097.125000 Penalty: 3062.116455
	Iteration 16Q: 3 clusters Score -1153097 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1153141.500000 Penalty: 3062.116455
	Iteration 17Q: 3 clusters Score -1153142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1153176.000000 Penalty: 3062.116455
	Iteration 18Q: 3 clusters Score -1153176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1153214.000000 Penalty: 3062.116455
	Iteration 19Q: 3 clusters Score -1153214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1153241.250000 Penalty: 3062.116455
	Iteration 20F: 3 clusters Score -1153241 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1153269.875000 Penalty: 3062.116455
	Iteration 21Q: 3 clusters Score -1153270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1153293.375000 Penalty: 3062.116455
	Iteration 22Q: 3 clusters Score -1153293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1153314.125000 Penalty: 3062.116455
	Iteration 23Q: 3 clusters Score -1153314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1153336.000000 Penalty: 3062.116455
	Iteration 24Q: 3 clusters Score -1153336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1153356.750000 Penalty: 3062.116455
	Iteration 25Q: 3 clusters Score -1153357 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1153371.625000 Penalty: 3062.116455
	Iteration 26Q: 3 clusters Score -1153372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1153397.125000 Penalty: 3062.116455
	Iteration 27Q: 3 clusters Score -1153397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1153420.250000 Penalty: 3062.116455
	Iteration 28Q: 3 clusters Score -1153420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1153443.375000 Penalty: 3062.116455
	Iteration 29Q: 3 clusters Score -1153443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1153467.375000 Penalty: 3062.116455
	Iteration 30Q: 3 clusters Score -1153467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1153490.250000 Penalty: 3062.116455
	Iteration 31Q: 3 clusters Score -1153490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1153508.500000 Penalty: 3062.116455
	Iteration 32Q: 3 clusters Score -1153508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1153532.125000 Penalty: 3062.116455
	Iteration 33Q: 3 clusters Score -1153532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1153551.125000 Penalty: 3062.116455
	Iteration 34Q: 3 clusters Score -1153551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1153568.875000 Penalty: 3062.116455
	Iteration 35Q: 3 clusters Score -1153569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1153584.875000 Penalty: 3062.116455
	Iteration 36Q: 3 clusters Score -1153585 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1153601.750000 Penalty: 3062.116455
	Iteration 37Q: 3 clusters Score -1153602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1153613.875000 Penalty: 3062.116455
	Iteration 38Q: 3 clusters Score -1153614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1153634.875000 Penalty: 3062.116455
	Iteration 39Q: 3 clusters Score -1153635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1153656.625000 Penalty: 3062.116455
	Iteration 40F: 3 clusters Score -1153657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1153674.625000 Penalty: 3062.116455
	Iteration 41Q: 3 clusters Score -1153675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1153685.875000 Penalty: 3062.116455
	Iteration 42Q: 3 clusters Score -1153686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1153693.250000 Penalty: 3062.116455
	Iteration 43Q: 3 clusters Score -1153693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1153699.875000 Penalty: 3062.116455
	Iteration 44Q: 3 clusters Score -1153700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1153709.125000 Penalty: 3062.116455
	Iteration 45Q: 3 clusters Score -1153709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1153718.375000 Penalty: 3062.116455
	Iteration 46Q: 3 clusters Score -1153718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1153724.875000 Penalty: 3062.116455
	Iteration 47Q: 3 clusters Score -1153725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1153729.000000 Penalty: 3062.116455
	Iteration 48Q: 3 clusters Score -1153729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1153734.500000 Penalty: 3062.116455
	Iteration 49Q: 3 clusters Score -1153734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1153739.375000 Penalty: 3062.116455
	Iteration 50Q: 3 clusters Score -1153739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1153744.500000 Penalty: 3062.116455
	Iteration 51Q: 3 clusters Score -1153744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1153747.500000 Penalty: 3062.116455
	Iteration 52Q: 3 clusters Score -1153748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1153750.500000 Penalty: 3062.116455
	Iteration 53Q: 3 clusters Score -1153750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1153752.000000 Penalty: 3062.116455
	Iteration 54Q: 3 clusters Score -1153752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1153758.500000 Penalty: 3062.116455
	Iteration 55Q: 3 clusters Score -1153758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1153762.125000 Penalty: 3062.116455
	Iteration 56Q: 3 clusters Score -1153762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1153759.875000 Penalty: 3062.116455
	Iteration 57Q: 3 clusters Score -1153760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1153760.125000 Penalty: 3062.116455
	Iteration 58Q: 3 clusters Score -1153760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1153763.250000 Penalty: 3062.116455
	Iteration 59Q: 3 clusters Score -1153763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1153762.625000 Penalty: 3062.116455
	Iteration 60F: 3 clusters Score -1153763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1153765.000000 Penalty: 3062.116455
	Iteration 61Q: 3 clusters Score -1153765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1153765.250000 Penalty: 3062.116455
	Iteration 62Q: 3 clusters Score -1153765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1153765.875000 Penalty: 3062.116455
	Iteration 63Q: 3 clusters Score -1153766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1153768.125000 Penalty: 3062.116455
	Iteration 64Q: 3 clusters Score -1153768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1153768.125000 Penalty: 3062.116455
	Iteration 65Q: 3 clusters Score -1153768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1153771.500000 Penalty: 3062.116455
	Iteration 66Q: 3 clusters Score -1153772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1153771.375000 Penalty: 3062.116455
	Iteration 67Q: 3 clusters Score -1153771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1153771.875000 Penalty: 3062.116455
	Iteration 68Q: 3 clusters Score -1153772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1153770.750000 Penalty: 3062.116455
	Iteration 69Q: 3 clusters Score -1153771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1153771.125000 Penalty: 3062.116455
	Iteration 70Q: 3 clusters Score -1153771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1153772.500000 Penalty: 3062.116455
	Iteration 71Q: 3 clusters Score -1153772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1153772.000000 Penalty: 3062.116455
	Iteration 72Q: 3 clusters Score -1153772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1153772.000000 Penalty: 3062.116455
	Iteration 73F: 3 clusters Score -1153772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -101579.585938 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -101579.6 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 679 members 
Entering Unmasked Estep 
Score: -99998.343750 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -99998.34 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -100426.804688 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -100426.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100610.335938 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -100610.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -100745.007812 Penalty: 2325.503906
	Iteration 3F: 3 clusters Score -100745 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -100906.007812 Penalty: 2325.503906
	Iteration 4F: 3 clusters Score -100906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -101116.437500 Penalty: 2325.503906
	Iteration 5F: 3 clusters Score -101116.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -101300.484375 Penalty: 2325.503906
	Iteration 6F: 3 clusters Score -101300.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101477.734375 Penalty: 2325.503906
	Iteration 7F: 3 clusters Score -101477.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -101560.296875 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -101560.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101593.679688 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -101593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101614.687500 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -101614.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101634.382812 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -101634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101659.562500 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -101659.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101681.554688 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -101681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101756.765625 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -101756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101780.203125 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -101780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101786.968750 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -101787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101790.195312 Penalty: 2325.503906
	Iteration 17Q: 3 clusters Score -101790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101791.250000 Penalty: 2325.503906
	Iteration 18Q: 3 clusters Score -101791.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101791.250000 Penalty: 2325.503906
	Iteration 19F: 3 clusters Score -101791.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 722 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58800 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 21 contains 314700 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
Score: -54545860.000000 Penalty: 28115.259766
Splitting cluster 4 changes total score from -54546612.000000 to -54545860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Entering Unmasked Estep 
Score: -1955696.250000 Penalty: 1616.352905
	Iteration 0F: 2 clusters Score -1955696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1941490.500000 Penalty: 3232.705811
	Iteration 0F: 3 clusters Score -1941490 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1946499.750000 Penalty: 3232.705811
	Iteration 1F: 3 clusters Score -1946500 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1946793.500000 Penalty: 3232.705811
	Iteration 2Q: 3 clusters Score -1946794 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1947078.625000 Penalty: 3232.705811
	Iteration 3Q: 3 clusters Score -1947079 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1947407.500000 Penalty: 3232.705811
	Iteration 4Q: 3 clusters Score -1947408 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1947828.500000 Penalty: 3232.705811
	Iteration 5Q: 3 clusters Score -1947828 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1948399.750000 Penalty: 3232.705811
	Iteration 6Q: 3 clusters Score -1948400 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1949119.125000 Penalty: 3232.705811
	Iteration 7F: 3 clusters Score -1949119 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1949978.125000 Penalty: 3232.705811
	Iteration 8F: 3 clusters Score -1949978 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1951001.875000 Penalty: 3232.705811
	Iteration 9F: 3 clusters Score -1951002 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1952023.125000 Penalty: 3232.705811
	Iteration 10F: 3 clusters Score -1952023 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1952751.375000 Penalty: 3232.705811
	Iteration 11F: 3 clusters Score -1952751 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1953134.250000 Penalty: 3232.705811
	Iteration 12Q: 3 clusters Score -1953134 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1953325.000000 Penalty: 3232.705811
	Iteration 13Q: 3 clusters Score -1953325 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1953452.625000 Penalty: 3232.705811
	Iteration 14Q: 3 clusters Score -1953453 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1953532.375000 Penalty: 3232.705811
	Iteration 15Q: 3 clusters Score -1953532 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1953610.375000 Penalty: 3232.705811
	Iteration 16Q: 3 clusters Score -1953610 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1953672.750000 Penalty: 3232.705811
	Iteration 17Q: 3 clusters Score -1953673 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1953738.875000 Penalty: 3232.705811
	Iteration 18Q: 3 clusters Score -1953739 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1953809.375000 Penalty: 3232.705811
	Iteration 19Q: 3 clusters Score -1953809 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1953877.500000 Penalty: 3232.705811
	Iteration 20F: 3 clusters Score -1953878 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1953935.875000 Penalty: 3232.705811
	Iteration 21Q: 3 clusters Score -1953936 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1953976.875000 Penalty: 3232.705811
	Iteration 22Q: 3 clusters Score -1953977 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1954031.500000 Penalty: 3232.705811
	Iteration 23Q: 3 clusters Score -1954032 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1954075.500000 Penalty: 3232.705811
	Iteration 24Q: 3 clusters Score -1954076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1954120.375000 Penalty: 3232.705811
	Iteration 25Q: 3 clusters Score -1954120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1954154.250000 Penalty: 3232.705811
	Iteration 26Q: 3 clusters Score -1954154 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1954205.125000 Penalty: 3232.705811
	Iteration 27Q: 3 clusters Score -1954205 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1954250.375000 Penalty: 3232.705811
	Iteration 28Q: 3 clusters Score -1954250 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1954308.125000 Penalty: 3232.705811
	Iteration 29Q: 3 clusters Score -1954308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1954349.125000 Penalty: 3232.705811
	Iteration 30Q: 3 clusters Score -1954349 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1954381.625000 Penalty: 3232.705811
	Iteration 31Q: 3 clusters Score -1954382 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1954411.875000 Penalty: 3232.705811
	Iteration 32Q: 3 clusters Score -1954412 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1954437.375000 Penalty: 3232.705811
	Iteration 33Q: 3 clusters Score -1954437 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1954469.875000 Penalty: 3232.705811
	Iteration 34Q: 3 clusters Score -1954470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1954499.625000 Penalty: 3232.705811
	Iteration 35Q: 3 clusters Score -1954500 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1954516.375000 Penalty: 3232.705811
	Iteration 36Q: 3 clusters Score -1954516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1954534.625000 Penalty: 3232.705811
	Iteration 37Q: 3 clusters Score -1954535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1954547.500000 Penalty: 3232.705811
	Iteration 38Q: 3 clusters Score -1954548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1954562.750000 Penalty: 3232.705811
	Iteration 39Q: 3 clusters Score -1954563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1954573.250000 Penalty: 3232.705811
	Iteration 40F: 3 clusters Score -1954573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1954584.500000 Penalty: 3232.705811
	Iteration 41Q: 3 clusters Score -1954584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1954599.000000 Penalty: 3232.705811
	Iteration 42Q: 3 clusters Score -1954599 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1954610.125000 Penalty: 3232.705811
	Iteration 43Q: 3 clusters Score -1954610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1954626.625000 Penalty: 3232.705811
	Iteration 44Q: 3 clusters Score -1954627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1954642.750000 Penalty: 3232.705811
	Iteration 45Q: 3 clusters Score -1954643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1954646.000000 Penalty: 3232.705811
	Iteration 46Q: 3 clusters Score -1954646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1954657.500000 Penalty: 3232.705811
	Iteration 47Q: 3 clusters Score -1954658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1954663.375000 Penalty: 3232.705811
	Iteration 48Q: 3 clusters Score -1954663 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1954674.375000 Penalty: 3232.705811
	Iteration 49Q: 3 clusters Score -1954674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1954679.625000 Penalty: 3232.705811
	Iteration 50Q: 3 clusters Score -1954680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1954690.000000 Penalty: 3232.705811
	Iteration 51Q: 3 clusters Score -1954690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1954701.125000 Penalty: 3232.705811
	Iteration 52Q: 3 clusters Score -1954701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1954705.000000 Penalty: 3232.705811
	Iteration 53Q: 3 clusters Score -1954705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1954712.125000 Penalty: 3232.705811
	Iteration 54Q: 3 clusters Score -1954712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1954716.000000 Penalty: 3232.705811
	Iteration 55Q: 3 clusters Score -1954716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1954716.125000 Penalty: 3232.705811
	Iteration 56Q: 3 clusters Score -1954716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1954721.250000 Penalty: 3232.705811
	Iteration 57Q: 3 clusters Score -1954721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1954725.250000 Penalty: 3232.705811
	Iteration 58Q: 3 clusters Score -1954725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1954737.625000 Penalty: 3232.705811
	Iteration 59Q: 3 clusters Score -1954738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1954745.500000 Penalty: 3232.705811
	Iteration 60F: 3 clusters Score -1954746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1954746.750000 Penalty: 3232.705811
	Iteration 61Q: 3 clusters Score -1954747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1954754.000000 Penalty: 3232.705811
	Iteration 62Q: 3 clusters Score -1954754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1954762.375000 Penalty: 3232.705811
	Iteration 63Q: 3 clusters Score -1954762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1954767.875000 Penalty: 3232.705811
	Iteration 64Q: 3 clusters Score -1954768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1954767.500000 Penalty: 3232.705811
	Iteration 65Q: 3 clusters Score -1954768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1954768.000000 Penalty: 3232.705811
	Iteration 66Q: 3 clusters Score -1954768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1954772.125000 Penalty: 3232.705811
	Iteration 67Q: 3 clusters Score -1954772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1954775.250000 Penalty: 3232.705811
	Iteration 68Q: 3 clusters Score -1954775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1954780.750000 Penalty: 3232.705811
	Iteration 69Q: 3 clusters Score -1954781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1954777.875000 Penalty: 3232.705811
	Iteration 70Q: 3 clusters Score -1954778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1954775.750000 Penalty: 3232.705811
	Iteration 71Q: 3 clusters Score -1954776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1954781.375000 Penalty: 3232.705811
	Iteration 72Q: 3 clusters Score -1954781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1954780.625000 Penalty: 3232.705811
	Iteration 73Q: 3 clusters Score -1954781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1954782.750000 Penalty: 3232.705811
	Iteration 74Q: 3 clusters Score -1954783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1954787.750000 Penalty: 3232.705811
	Iteration 75Q: 3 clusters Score -1954788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1954789.125000 Penalty: 3232.705811
	Iteration 76Q: 3 clusters Score -1954789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1954789.750000 Penalty: 3232.705811
	Iteration 77Q: 3 clusters Score -1954790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1954790.500000 Penalty: 3232.705811
	Iteration 78Q: 3 clusters Score -1954790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1954791.875000 Penalty: 3232.705811
	Iteration 79Q: 3 clusters Score -1954792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1954789.875000 Penalty: 3232.705811
	Iteration 80F: 3 clusters Score -1954790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1954791.750000 Penalty: 3232.705811
	Iteration 81Q: 3 clusters Score -1954792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1954791.500000 Penalty: 3232.705811
	Iteration 82Q: 3 clusters Score -1954792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1954791.625000 Penalty: 3232.705811
	Iteration 83Q: 3 clusters Score -1954792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1954791.000000 Penalty: 3232.705811
	Iteration 84Q: 3 clusters Score -1954791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1954790.875000 Penalty: 3232.705811
	Iteration 85Q: 3 clusters Score -1954791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1954796.000000 Penalty: 3232.705811
	Iteration 86Q: 3 clusters Score -1954796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1954790.250000 Penalty: 3232.705811
	Iteration 87Q: 3 clusters Score -1954790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1954792.500000 Penalty: 3232.705811
	Iteration 88Q: 3 clusters Score -1954792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1954792.250000 Penalty: 3232.705811
	Iteration 89Q: 3 clusters Score -1954792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1954792.250000 Penalty: 3232.705811
	Iteration 90F: 3 clusters Score -1954792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Entering Unmasked Estep 
Score: -5497746.000000 Penalty: 1784.558350
	Iteration 0F: 2 clusters Score -5497746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -5458464.500000 Penalty: 3569.116699
	Iteration 0F: 3 clusters Score -5458464 nChanged 27690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -5474709.500000 Penalty: 3569.116699
	Iteration 1F: 3 clusters Score -5474710 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5475705.500000 Penalty: 3569.116699
	Iteration 2Q: 3 clusters Score -5475706 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -5477218.500000 Penalty: 3569.116699
	Iteration 3F: 3 clusters Score -5477218 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5479617.500000 Penalty: 3569.116699
	Iteration 4F: 3 clusters Score -5479618 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -5483154.500000 Penalty: 3569.116699
	Iteration 5F: 3 clusters Score -5483154 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -5487235.000000 Penalty: 3569.116699
	Iteration 6F: 3 clusters Score -5487235 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -5490805.500000 Penalty: 3569.116699
	Iteration 7F: 3 clusters Score -5490806 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -5493068.500000 Penalty: 3569.116699
	Iteration 8Q: 3 clusters Score -5493068 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -5494292.500000 Penalty: 3569.116699
	Iteration 9Q: 3 clusters Score -5494292 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -5494994.000000 Penalty: 3569.116699
	Iteration 10Q: 3 clusters Score -5494994 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -5495408.500000 Penalty: 3569.116699
	Iteration 11Q: 3 clusters Score -5495408 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -5495652.500000 Penalty: 3569.116699
	Iteration 12Q: 3 clusters Score -5495652 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -5495771.000000 Penalty: 3569.116699
	Iteration 13Q: 3 clusters Score -5495771 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -5495873.500000 Penalty: 3569.116699
	Iteration 14Q: 3 clusters Score -5495874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -5495950.000000 Penalty: 3569.116699
	Iteration 15Q: 3 clusters Score -5495950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -5496014.000000 Penalty: 3569.116699
	Iteration 16Q: 3 clusters Score -5496014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -5496067.500000 Penalty: 3569.116699
	Iteration 17Q: 3 clusters Score -5496068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -5496097.000000 Penalty: 3569.116699
	Iteration 18Q: 3 clusters Score -5496097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -5496114.000000 Penalty: 3569.116699
	Iteration 19Q: 3 clusters Score -5496114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -5496129.500000 Penalty: 3569.116699
	Iteration 20F: 3 clusters Score -5496130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -5496172.000000 Penalty: 3569.116699
	Iteration 21Q: 3 clusters Score -5496172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -5496190.000000 Penalty: 3569.116699
	Iteration 22Q: 3 clusters Score -5496190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -5496194.500000 Penalty: 3569.116699
	Iteration 23Q: 3 clusters Score -5496194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -5496216.000000 Penalty: 3569.116699
	Iteration 24Q: 3 clusters Score -5496216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -5496224.000000 Penalty: 3569.116699
	Iteration 25Q: 3 clusters Score -5496224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -5496242.500000 Penalty: 3569.116699
	Iteration 26Q: 3 clusters Score -5496242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -5496253.500000 Penalty: 3569.116699
	Iteration 27Q: 3 clusters Score -5496254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -5496264.000000 Penalty: 3569.116699
	Iteration 28Q: 3 clusters Score -5496264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -5496263.000000 Penalty: 3569.116699
	Iteration 29Q: 3 clusters Score -5496263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -5496270.500000 Penalty: 3569.116699
	Iteration 30Q: 3 clusters Score -5496270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -5496269.000000 Penalty: 3569.116699
	Iteration 31Q: 3 clusters Score -5496269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -5496269.000000 Penalty: 3569.116699
	Iteration 32Q: 3 clusters Score -5496269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -5496270.500000 Penalty: 3569.116699
	Iteration 33Q: 3 clusters Score -5496270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -5496270.000000 Penalty: 3569.116699
	Iteration 34Q: 3 clusters Score -5496270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -5496270.500000 Penalty: 3569.116699
	Iteration 35Q: 3 clusters Score -5496270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -5496270.500000 Penalty: 3569.116699
	Iteration 36F: 3 clusters Score -5496270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Entering Unmasked Estep 
Score: -2164391.000000 Penalty: 1639.133423
	Iteration 0F: 2 clusters Score -2164391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2148095.500000 Penalty: 3278.266846
	Iteration 0F: 3 clusters Score -2148096 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2153977.750000 Penalty: 3278.266846
	Iteration 1F: 3 clusters Score -2153978 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2154314.000000 Penalty: 3278.266846
	Iteration 2Q: 3 clusters Score -2154314 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2154610.750000 Penalty: 3278.266846
	Iteration 3Q: 3 clusters Score -2154611 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2154960.500000 Penalty: 3278.266846
	Iteration 4Q: 3 clusters Score -2154960 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2155415.000000 Penalty: 3278.266846
	Iteration 5Q: 3 clusters Score -2155415 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2156120.750000 Penalty: 3278.266846
	Iteration 6F: 3 clusters Score -2156121 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2157250.250000 Penalty: 3278.266846
	Iteration 7F: 3 clusters Score -2157250 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2158947.000000 Penalty: 3278.266846
	Iteration 8F: 3 clusters Score -2158947 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2160725.250000 Penalty: 3278.266846
	Iteration 9F: 3 clusters Score -2160725 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2161894.250000 Penalty: 3278.266846
	Iteration 10F: 3 clusters Score -2161894 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2162455.250000 Penalty: 3278.266846
	Iteration 11Q: 3 clusters Score -2162455 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2162717.250000 Penalty: 3278.266846
	Iteration 12Q: 3 clusters Score -2162717 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2162805.000000 Penalty: 3278.266846
	Iteration 13Q: 3 clusters Score -2162805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2162842.250000 Penalty: 3278.266846
	Iteration 14Q: 3 clusters Score -2162842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2162875.250000 Penalty: 3278.266846
	Iteration 15Q: 3 clusters Score -2162875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2162894.500000 Penalty: 3278.266846
	Iteration 16Q: 3 clusters Score -2162894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2162908.000000 Penalty: 3278.266846
	Iteration 17Q: 3 clusters Score -2162908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2162919.500000 Penalty: 3278.266846
	Iteration 18Q: 3 clusters Score -2162920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -2162930.750000 Penalty: 3278.266846
	Iteration 19Q: 3 clusters Score -2162931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2162936.250000 Penalty: 3278.266846
	Iteration 20F: 3 clusters Score -2162936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2162938.750000 Penalty: 3278.266846
	Iteration 21Q: 3 clusters Score -2162939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2162940.500000 Penalty: 3278.266846
	Iteration 22Q: 3 clusters Score -2162940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2162945.000000 Penalty: 3278.266846
	Iteration 23Q: 3 clusters Score -2162945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2162945.250000 Penalty: 3278.266846
	Iteration 24Q: 3 clusters Score -2162945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2162945.250000 Penalty: 3278.266846
	Iteration 25F: 3 clusters Score -2162945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Entering Unmasked Estep 
Score: -3081767.500000 Penalty: 1690.258789
	Iteration 0F: 2 clusters Score -3081768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3059560.000000 Penalty: 3380.517578
	Iteration 0F: 3 clusters Score -3059560 nChanged 15234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3068122.750000 Penalty: 3380.517578
	Iteration 1F: 3 clusters Score -3068123 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3068463.000000 Penalty: 3380.517578
	Iteration 2Q: 3 clusters Score -3068463 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3068810.750000 Penalty: 3380.517578
	Iteration 3Q: 3 clusters Score -3068811 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3069186.500000 Penalty: 3380.517578
	Iteration 4Q: 3 clusters Score -3069186 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3069653.000000 Penalty: 3380.517578
	Iteration 5Q: 3 clusters Score -3069653 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3070188.500000 Penalty: 3380.517578
	Iteration 6Q: 3 clusters Score -3070188 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3070994.500000 Penalty: 3380.517578
	Iteration 7Q: 3 clusters Score -3070994 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3072138.750000 Penalty: 3380.517578
	Iteration 8F: 3 clusters Score -3072139 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3073593.250000 Penalty: 3380.517578
	Iteration 9F: 3 clusters Score -3073593 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3075071.500000 Penalty: 3380.517578
	Iteration 10F: 3 clusters Score -3075072 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3076054.750000 Penalty: 3380.517578
	Iteration 11F: 3 clusters Score -3076055 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3076488.500000 Penalty: 3380.517578
	Iteration 12Q: 3 clusters Score -3076488 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3076644.750000 Penalty: 3380.517578
	Iteration 13Q: 3 clusters Score -3076645 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3076728.250000 Penalty: 3380.517578
	Iteration 14Q: 3 clusters Score -3076728 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3076783.250000 Penalty: 3380.517578
	Iteration 15Q: 3 clusters Score -3076783 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3076798.750000 Penalty: 3380.517578
	Iteration 16Q: 3 clusters Score -3076799 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3076847.750000 Penalty: 3380.517578
	Iteration 17Q: 3 clusters Score -3076848 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3076910.500000 Penalty: 3380.517578
	Iteration 18Q: 3 clusters Score -3076910 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3076944.750000 Penalty: 3380.517578
	Iteration 19Q: 3 clusters Score -3076945 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3076999.500000 Penalty: 3380.517578
	Iteration 20F: 3 clusters Score -3077000 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3077059.500000 Penalty: 3380.517578
	Iteration 21Q: 3 clusters Score -3077060 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3077119.750000 Penalty: 3380.517578
	Iteration 22Q: 3 clusters Score -3077120 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3077186.500000 Penalty: 3380.517578
	Iteration 23Q: 3 clusters Score -3077186 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3077248.250000 Penalty: 3380.517578
	Iteration 24Q: 3 clusters Score -3077248 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3077310.250000 Penalty: 3380.517578
	Iteration 25Q: 3 clusters Score -3077310 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3077388.000000 Penalty: 3380.517578
	Iteration 26Q: 3 clusters Score -3077388 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3077447.250000 Penalty: 3380.517578
	Iteration 27Q: 3 clusters Score -3077447 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3077517.500000 Penalty: 3380.517578
	Iteration 28Q: 3 clusters Score -3077518 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3077560.750000 Penalty: 3380.517578
	Iteration 29Q: 3 clusters Score -3077561 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3077630.750000 Penalty: 3380.517578
	Iteration 30Q: 3 clusters Score -3077631 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3077706.500000 Penalty: 3380.517578
	Iteration 31Q: 3 clusters Score -3077706 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3077768.250000 Penalty: 3380.517578
	Iteration 32Q: 3 clusters Score -3077768 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3077828.000000 Penalty: 3380.517578
	Iteration 33Q: 3 clusters Score -3077828 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3077894.750000 Penalty: 3380.517578
	Iteration 34Q: 3 clusters Score -3077895 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3077940.250000 Penalty: 3380.517578
	Iteration 35Q: 3 clusters Score -3077940 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3077991.500000 Penalty: 3380.517578
	Iteration 36Q: 3 clusters Score -3077992 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3078053.250000 Penalty: 3380.517578
	Iteration 37Q: 3 clusters Score -3078053 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3078094.500000 Penalty: 3380.517578
	Iteration 38Q: 3 clusters Score -3078094 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3078169.750000 Penalty: 3380.517578
	Iteration 39Q: 3 clusters Score -3078170 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3078242.750000 Penalty: 3380.517578
	Iteration 40F: 3 clusters Score -3078243 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3078300.250000 Penalty: 3380.517578
	Iteration 41Q: 3 clusters Score -3078300 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3078354.000000 Penalty: 3380.517578
	Iteration 42Q: 3 clusters Score -3078354 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3078403.750000 Penalty: 3380.517578
	Iteration 43Q: 3 clusters Score -3078404 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3078473.250000 Penalty: 3380.517578
	Iteration 44Q: 3 clusters Score -3078473 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3078538.250000 Penalty: 3380.517578
	Iteration 45Q: 3 clusters Score -3078538 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3078592.750000 Penalty: 3380.517578
	Iteration 46Q: 3 clusters Score -3078593 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3078653.000000 Penalty: 3380.517578
	Iteration 47Q: 3 clusters Score -3078653 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3078729.000000 Penalty: 3380.517578
	Iteration 48Q: 3 clusters Score -3078729 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3078795.500000 Penalty: 3380.517578
	Iteration 49Q: 3 clusters Score -3078796 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3078868.500000 Penalty: 3380.517578
	Iteration 50Q: 3 clusters Score -3078868 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3078939.000000 Penalty: 3380.517578
	Iteration 51Q: 3 clusters Score -3078939 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3079004.000000 Penalty: 3380.517578
	Iteration 52Q: 3 clusters Score -3079004 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3079045.750000 Penalty: 3380.517578
	Iteration 53Q: 3 clusters Score -3079046 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3079096.750000 Penalty: 3380.517578
	Iteration 54Q: 3 clusters Score -3079097 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3079160.500000 Penalty: 3380.517578
	Iteration 55Q: 3 clusters Score -3079160 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3079204.000000 Penalty: 3380.517578
	Iteration 56Q: 3 clusters Score -3079204 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3079258.250000 Penalty: 3380.517578
	Iteration 57Q: 3 clusters Score -3079258 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3079302.250000 Penalty: 3380.517578
	Iteration 58Q: 3 clusters Score -3079302 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3079355.500000 Penalty: 3380.517578
	Iteration 59Q: 3 clusters Score -3079356 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3079457.000000 Penalty: 3380.517578
	Iteration 60F: 3 clusters Score -3079457 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3079530.000000 Penalty: 3380.517578
	Iteration 61Q: 3 clusters Score -3079530 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3079595.500000 Penalty: 3380.517578
	Iteration 62Q: 3 clusters Score -3079596 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3079655.250000 Penalty: 3380.517578
	Iteration 63Q: 3 clusters Score -3079655 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3079695.000000 Penalty: 3380.517578
	Iteration 64Q: 3 clusters Score -3079695 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3079749.250000 Penalty: 3380.517578
	Iteration 65Q: 3 clusters Score -3079749 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3079811.500000 Penalty: 3380.517578
	Iteration 66Q: 3 clusters Score -3079812 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3079860.750000 Penalty: 3380.517578
	Iteration 67Q: 3 clusters Score -3079861 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3079897.250000 Penalty: 3380.517578
	Iteration 68Q: 3 clusters Score -3079897 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3079965.000000 Penalty: 3380.517578
	Iteration 69Q: 3 clusters Score -3079965 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3080018.250000 Penalty: 3380.517578
	Iteration 70Q: 3 clusters Score -3080018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3080066.750000 Penalty: 3380.517578
	Iteration 71Q: 3 clusters Score -3080067 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3080119.500000 Penalty: 3380.517578
	Iteration 72Q: 3 clusters Score -3080120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3080172.250000 Penalty: 3380.517578
	Iteration 73Q: 3 clusters Score -3080172 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3080195.750000 Penalty: 3380.517578
	Iteration 74Q: 3 clusters Score -3080196 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3080231.000000 Penalty: 3380.517578
	Iteration 75Q: 3 clusters Score -3080231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3080253.750000 Penalty: 3380.517578
	Iteration 76Q: 3 clusters Score -3080254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3080280.750000 Penalty: 3380.517578
	Iteration 77Q: 3 clusters Score -3080281 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3080310.750000 Penalty: 3380.517578
	Iteration 78Q: 3 clusters Score -3080311 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3080326.000000 Penalty: 3380.517578
	Iteration 79Q: 3 clusters Score -3080326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3080344.750000 Penalty: 3380.517578
	Iteration 80F: 3 clusters Score -3080345 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -3080376.000000 Penalty: 3380.517578
	Iteration 81Q: 3 clusters Score -3080376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3080407.250000 Penalty: 3380.517578
	Iteration 82Q: 3 clusters Score -3080407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3080426.250000 Penalty: 3380.517578
	Iteration 83Q: 3 clusters Score -3080426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3080443.000000 Penalty: 3380.517578
	Iteration 84Q: 3 clusters Score -3080443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3080449.250000 Penalty: 3380.517578
	Iteration 85Q: 3 clusters Score -3080449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3080465.250000 Penalty: 3380.517578
	Iteration 86Q: 3 clusters Score -3080465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3080473.000000 Penalty: 3380.517578
	Iteration 87Q: 3 clusters Score -3080473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3080486.000000 Penalty: 3380.517578
	Iteration 88Q: 3 clusters Score -3080486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3080507.250000 Penalty: 3380.517578
	Iteration 89Q: 3 clusters Score -3080507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3080517.000000 Penalty: 3380.517578
	Iteration 90Q: 3 clusters Score -3080517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -3080521.500000 Penalty: 3380.517578
	Iteration 91Q: 3 clusters Score -3080522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3080524.500000 Penalty: 3380.517578
	Iteration 92Q: 3 clusters Score -3080524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -3080539.750000 Penalty: 3380.517578
	Iteration 93Q: 3 clusters Score -3080540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3080537.250000 Penalty: 3380.517578
	Iteration 94Q: 3 clusters Score -3080537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -3080538.250000 Penalty: 3380.517578
	Iteration 95Q: 3 clusters Score -3080538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -3080541.250000 Penalty: 3380.517578
	Iteration 96Q: 3 clusters Score -3080541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3080554.250000 Penalty: 3380.517578
	Iteration 97Q: 3 clusters Score -3080554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -3080550.500000 Penalty: 3380.517578
	Iteration 98Q: 3 clusters Score -3080550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -3080553.000000 Penalty: 3380.517578
	Iteration 99Q: 3 clusters Score -3080553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -3080554.000000 Penalty: 3380.517578
	Iteration 100F: 3 clusters Score -3080554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -3080557.000000 Penalty: 3380.517578
	Iteration 101Q: 3 clusters Score -3080557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3080558.250000 Penalty: 3380.517578
	Iteration 102Q: 3 clusters Score -3080558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3080561.500000 Penalty: 3380.517578
	Iteration 103Q: 3 clusters Score -3080562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3080564.500000 Penalty: 3380.517578
	Iteration 104Q: 3 clusters Score -3080564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -3080563.500000 Penalty: 3380.517578
	Iteration 105Q: 3 clusters Score -3080564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3080566.500000 Penalty: 3380.517578
	Iteration 106Q: 3 clusters Score -3080566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3080572.750000 Penalty: 3380.517578
	Iteration 107Q: 3 clusters Score -3080573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -3080577.000000 Penalty: 3380.517578
	Iteration 108Q: 3 clusters Score -3080577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3080577.250000 Penalty: 3380.517578
	Iteration 109Q: 3 clusters Score -3080577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3080575.500000 Penalty: 3380.517578
	Iteration 110Q: 3 clusters Score -3080576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -3080577.250000 Penalty: 3380.517578
	Iteration 111Q: 3 clusters Score -3080577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3080576.250000 Penalty: 3380.517578
	Iteration 112Q: 3 clusters Score -3080576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3080576.250000 Penalty: 3380.517578
	Iteration 113F: 3 clusters Score -3080576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Entering Unmasked Estep 
Score: -3459754.500000 Penalty: 1709.705444
	Iteration 0F: 2 clusters Score -3459754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3434942.500000 Penalty: 3419.410889
	Iteration 0F: 3 clusters Score -3434942 nChanged 17086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3444859.500000 Penalty: 3419.410889
	Iteration 1F: 3 clusters Score -3444860 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3445652.750000 Penalty: 3419.410889
	Iteration 2F: 3 clusters Score -3445653 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3446785.250000 Penalty: 3419.410889
	Iteration 3F: 3 clusters Score -3446785 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3448442.000000 Penalty: 3419.410889
	Iteration 4F: 3 clusters Score -3448442 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3450629.250000 Penalty: 3419.410889
	Iteration 5F: 3 clusters Score -3450629 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3453050.250000 Penalty: 3419.410889
	Iteration 6F: 3 clusters Score -3453050 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3454967.000000 Penalty: 3419.410889
	Iteration 7F: 3 clusters Score -3454967 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3456167.750000 Penalty: 3419.410889
	Iteration 8Q: 3 clusters Score -3456168 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3456844.500000 Penalty: 3419.410889
	Iteration 9Q: 3 clusters Score -3456844 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3457231.500000 Penalty: 3419.410889
	Iteration 10Q: 3 clusters Score -3457232 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3457473.000000 Penalty: 3419.410889
	Iteration 11Q: 3 clusters Score -3457473 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3457626.500000 Penalty: 3419.410889
	Iteration 12Q: 3 clusters Score -3457626 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3457749.000000 Penalty: 3419.410889
	Iteration 13Q: 3 clusters Score -3457749 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3457823.000000 Penalty: 3419.410889
	Iteration 14Q: 3 clusters Score -3457823 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3457885.750000 Penalty: 3419.410889
	Iteration 15Q: 3 clusters Score -3457886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3457924.750000 Penalty: 3419.410889
	Iteration 16Q: 3 clusters Score -3457925 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3457988.500000 Penalty: 3419.410889
	Iteration 17Q: 3 clusters Score -3457988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3458022.000000 Penalty: 3419.410889
	Iteration 18Q: 3 clusters Score -3458022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3458050.750000 Penalty: 3419.410889
	Iteration 19Q: 3 clusters Score -3458051 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3458098.750000 Penalty: 3419.410889
	Iteration 20F: 3 clusters Score -3458099 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3458141.500000 Penalty: 3419.410889
	Iteration 21Q: 3 clusters Score -3458142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3458178.250000 Penalty: 3419.410889
	Iteration 22Q: 3 clusters Score -3458178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3458204.500000 Penalty: 3419.410889
	Iteration 23Q: 3 clusters Score -3458204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3458226.000000 Penalty: 3419.410889
	Iteration 24Q: 3 clusters Score -3458226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3458235.000000 Penalty: 3419.410889
	Iteration 25Q: 3 clusters Score -3458235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3458255.000000 Penalty: 3419.410889
	Iteration 26Q: 3 clusters Score -3458255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3458265.750000 Penalty: 3419.410889
	Iteration 27Q: 3 clusters Score -3458266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3458278.500000 Penalty: 3419.410889
	Iteration 28Q: 3 clusters Score -3458278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3458289.250000 Penalty: 3419.410889
	Iteration 29Q: 3 clusters Score -3458289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3458297.250000 Penalty: 3419.410889
	Iteration 30Q: 3 clusters Score -3458297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3458303.250000 Penalty: 3419.410889
	Iteration 31Q: 3 clusters Score -3458303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3458315.000000 Penalty: 3419.410889
	Iteration 32Q: 3 clusters Score -3458315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3458323.250000 Penalty: 3419.410889
	Iteration 33Q: 3 clusters Score -3458323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3458331.000000 Penalty: 3419.410889
	Iteration 34Q: 3 clusters Score -3458331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3458337.250000 Penalty: 3419.410889
	Iteration 35Q: 3 clusters Score -3458337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3458351.250000 Penalty: 3419.410889
	Iteration 36Q: 3 clusters Score -3458351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3458349.500000 Penalty: 3419.410889
	Iteration 37Q: 3 clusters Score -3458350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3458355.500000 Penalty: 3419.410889
	Iteration 38Q: 3 clusters Score -3458356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3458359.500000 Penalty: 3419.410889
	Iteration 39Q: 3 clusters Score -3458360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3458359.750000 Penalty: 3419.410889
	Iteration 40F: 3 clusters Score -3458360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3458360.000000 Penalty: 3419.410889
	Iteration 41Q: 3 clusters Score -3458360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3458359.500000 Penalty: 3419.410889
	Iteration 42Q: 3 clusters Score -3458360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3458362.250000 Penalty: 3419.410889
	Iteration 43Q: 3 clusters Score -3458362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3458357.750000 Penalty: 3419.410889
	Iteration 44Q: 3 clusters Score -3458358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3458357.750000 Penalty: 3419.410889
	Iteration 45F: 3 clusters Score -3458358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Entering Unmasked Estep 
Score: -3865389.750000 Penalty: 1727.621948
	Iteration 0F: 2 clusters Score -3865390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3837754.750000 Penalty: 3455.243896
	Iteration 0F: 3 clusters Score -3837755 nChanged 19431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3849330.500000 Penalty: 3455.243896
	Iteration 1F: 3 clusters Score -3849330 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3850175.000000 Penalty: 3455.243896
	Iteration 2Q: 3 clusters Score -3850175 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3851054.250000 Penalty: 3455.243896
	Iteration 3Q: 3 clusters Score -3851054 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3852044.000000 Penalty: 3455.243896
	Iteration 4Q: 3 clusters Score -3852044 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3853281.750000 Penalty: 3455.243896
	Iteration 5F: 3 clusters Score -3853282 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3854788.250000 Penalty: 3455.243896
	Iteration 6F: 3 clusters Score -3854788 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3856472.000000 Penalty: 3455.243896
	Iteration 7F: 3 clusters Score -3856472 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3857850.750000 Penalty: 3455.243896
	Iteration 8F: 3 clusters Score -3857851 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3858486.500000 Penalty: 3455.243896
	Iteration 9Q: 3 clusters Score -3858486 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3858748.000000 Penalty: 3455.243896
	Iteration 10Q: 3 clusters Score -3858748 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3858844.000000 Penalty: 3455.243896
	Iteration 11Q: 3 clusters Score -3858844 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3858953.250000 Penalty: 3455.243896
	Iteration 12Q: 3 clusters Score -3858953 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3859028.500000 Penalty: 3455.243896
	Iteration 13Q: 3 clusters Score -3859028 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3859093.750000 Penalty: 3455.243896
	Iteration 14Q: 3 clusters Score -3859094 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3859133.750000 Penalty: 3455.243896
	Iteration 15Q: 3 clusters Score -3859134 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3859201.250000 Penalty: 3455.243896
	Iteration 16Q: 3 clusters Score -3859201 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3859257.750000 Penalty: 3455.243896
	Iteration 17Q: 3 clusters Score -3859258 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3859328.500000 Penalty: 3455.243896
	Iteration 18Q: 3 clusters Score -3859328 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3859411.000000 Penalty: 3455.243896
	Iteration 19Q: 3 clusters Score -3859411 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3859480.000000 Penalty: 3455.243896
	Iteration 20F: 3 clusters Score -3859480 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3859566.250000 Penalty: 3455.243896
	Iteration 21Q: 3 clusters Score -3859566 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3859650.000000 Penalty: 3455.243896
	Iteration 22Q: 3 clusters Score -3859650 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3859765.000000 Penalty: 3455.243896
	Iteration 23Q: 3 clusters Score -3859765 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3859840.750000 Penalty: 3455.243896
	Iteration 24Q: 3 clusters Score -3859841 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3859942.000000 Penalty: 3455.243896
	Iteration 25Q: 3 clusters Score -3859942 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3860006.500000 Penalty: 3455.243896
	Iteration 26Q: 3 clusters Score -3860006 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3860119.750000 Penalty: 3455.243896
	Iteration 27Q: 3 clusters Score -3860120 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3860216.500000 Penalty: 3455.243896
	Iteration 28Q: 3 clusters Score -3860216 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3860305.250000 Penalty: 3455.243896
	Iteration 29Q: 3 clusters Score -3860305 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3860377.250000 Penalty: 3455.243896
	Iteration 30Q: 3 clusters Score -3860377 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -3860431.750000 Penalty: 3455.243896
	Iteration 31Q: 3 clusters Score -3860432 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3860501.000000 Penalty: 3455.243896
	Iteration 32Q: 3 clusters Score -3860501 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3860543.750000 Penalty: 3455.243896
	Iteration 33Q: 3 clusters Score -3860544 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3860592.250000 Penalty: 3455.243896
	Iteration 34Q: 3 clusters Score -3860592 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3860636.000000 Penalty: 3455.243896
	Iteration 35Q: 3 clusters Score -3860636 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3860669.500000 Penalty: 3455.243896
	Iteration 36Q: 3 clusters Score -3860670 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3860701.750000 Penalty: 3455.243896
	Iteration 37Q: 3 clusters Score -3860702 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3860727.250000 Penalty: 3455.243896
	Iteration 38Q: 3 clusters Score -3860727 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3860767.000000 Penalty: 3455.243896
	Iteration 39Q: 3 clusters Score -3860767 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -3860821.000000 Penalty: 3455.243896
	Iteration 40F: 3 clusters Score -3860821 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3860868.250000 Penalty: 3455.243896
	Iteration 41Q: 3 clusters Score -3860868 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3860922.000000 Penalty: 3455.243896
	Iteration 42Q: 3 clusters Score -3860922 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3860969.250000 Penalty: 3455.243896
	Iteration 43Q: 3 clusters Score -3860969 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3861040.750000 Penalty: 3455.243896
	Iteration 44Q: 3 clusters Score -3861041 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3861071.250000 Penalty: 3455.243896
	Iteration 45Q: 3 clusters Score -3861071 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3861111.250000 Penalty: 3455.243896
	Iteration 46Q: 3 clusters Score -3861111 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3861145.000000 Penalty: 3455.243896
	Iteration 47Q: 3 clusters Score -3861145 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3861176.000000 Penalty: 3455.243896
	Iteration 48Q: 3 clusters Score -3861176 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3861212.250000 Penalty: 3455.243896
	Iteration 49Q: 3 clusters Score -3861212 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3861258.750000 Penalty: 3455.243896
	Iteration 50Q: 3 clusters Score -3861259 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3861273.750000 Penalty: 3455.243896
	Iteration 51Q: 3 clusters Score -3861274 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3861309.250000 Penalty: 3455.243896
	Iteration 52Q: 3 clusters Score -3861309 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3861335.000000 Penalty: 3455.243896
	Iteration 53Q: 3 clusters Score -3861335 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3861396.750000 Penalty: 3455.243896
	Iteration 54Q: 3 clusters Score -3861397 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3861432.000000 Penalty: 3455.243896
	Iteration 55Q: 3 clusters Score -3861432 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3861477.250000 Penalty: 3455.243896
	Iteration 56Q: 3 clusters Score -3861477 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3861529.500000 Penalty: 3455.243896
	Iteration 57Q: 3 clusters Score -3861530 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3861575.500000 Penalty: 3455.243896
	Iteration 58Q: 3 clusters Score -3861576 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3861615.250000 Penalty: 3455.243896
	Iteration 59Q: 3 clusters Score -3861615 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3861666.000000 Penalty: 3455.243896
	Iteration 60F: 3 clusters Score -3861666 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3861724.000000 Penalty: 3455.243896
	Iteration 61Q: 3 clusters Score -3861724 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3861776.500000 Penalty: 3455.243896
	Iteration 62Q: 3 clusters Score -3861776 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3861829.000000 Penalty: 3455.243896
	Iteration 63Q: 3 clusters Score -3861829 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3861896.250000 Penalty: 3455.243896
	Iteration 64Q: 3 clusters Score -3861896 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3861969.750000 Penalty: 3455.243896
	Iteration 65Q: 3 clusters Score -3861970 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3862055.250000 Penalty: 3455.243896
	Iteration 66Q: 3 clusters Score -3862055 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3862124.250000 Penalty: 3455.243896
	Iteration 67Q: 3 clusters Score -3862124 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3862192.500000 Penalty: 3455.243896
	Iteration 68Q: 3 clusters Score -3862192 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3862251.500000 Penalty: 3455.243896
	Iteration 69Q: 3 clusters Score -3862252 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3862346.750000 Penalty: 3455.243896
	Iteration 70Q: 3 clusters Score -3862347 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3862425.500000 Penalty: 3455.243896
	Iteration 71Q: 3 clusters Score -3862426 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3862479.750000 Penalty: 3455.243896
	Iteration 72Q: 3 clusters Score -3862480 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3862552.500000 Penalty: 3455.243896
	Iteration 73Q: 3 clusters Score -3862552 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3862628.250000 Penalty: 3455.243896
	Iteration 74Q: 3 clusters Score -3862628 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3862726.000000 Penalty: 3455.243896
	Iteration 75Q: 3 clusters Score -3862726 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3862839.250000 Penalty: 3455.243896
	Iteration 76Q: 3 clusters Score -3862839 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3862941.750000 Penalty: 3455.243896
	Iteration 77Q: 3 clusters Score -3862942 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3863077.750000 Penalty: 3455.243896
	Iteration 78Q: 3 clusters Score -3863078 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3863195.500000 Penalty: 3455.243896
	Iteration 79Q: 3 clusters Score -3863196 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3863320.750000 Penalty: 3455.243896
	Iteration 80F: 3 clusters Score -3863321 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3863453.750000 Penalty: 3455.243896
	Iteration 81Q: 3 clusters Score -3863454 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3863564.000000 Penalty: 3455.243896
	Iteration 82Q: 3 clusters Score -3863564 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3863677.750000 Penalty: 3455.243896
	Iteration 83Q: 3 clusters Score -3863678 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3863790.250000 Penalty: 3455.243896
	Iteration 84Q: 3 clusters Score -3863790 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3863892.750000 Penalty: 3455.243896
	Iteration 85Q: 3 clusters Score -3863893 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3863989.000000 Penalty: 3455.243896
	Iteration 86Q: 3 clusters Score -3863989 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3864056.750000 Penalty: 3455.243896
	Iteration 87Q: 3 clusters Score -3864057 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3864121.500000 Penalty: 3455.243896
	Iteration 88Q: 3 clusters Score -3864122 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3864168.250000 Penalty: 3455.243896
	Iteration 89Q: 3 clusters Score -3864168 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3864228.250000 Penalty: 3455.243896
	Iteration 90Q: 3 clusters Score -3864228 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3864325.250000 Penalty: 3455.243896
	Iteration 91Q: 3 clusters Score -3864325 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3864373.500000 Penalty: 3455.243896
	Iteration 92Q: 3 clusters Score -3864374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3864420.250000 Penalty: 3455.243896
	Iteration 93Q: 3 clusters Score -3864420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3864453.500000 Penalty: 3455.243896
	Iteration 94Q: 3 clusters Score -3864454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3864485.750000 Penalty: 3455.243896
	Iteration 95Q: 3 clusters Score -3864486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3864500.750000 Penalty: 3455.243896
	Iteration 96Q: 3 clusters Score -3864501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3864517.750000 Penalty: 3455.243896
	Iteration 97Q: 3 clusters Score -3864518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3864531.000000 Penalty: 3455.243896
	Iteration 98Q: 3 clusters Score -3864531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3864549.500000 Penalty: 3455.243896
	Iteration 99Q: 3 clusters Score -3864550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3864562.750000 Penalty: 3455.243896
	Iteration 100F: 3 clusters Score -3864563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3864575.000000 Penalty: 3455.243896
	Iteration 101Q: 3 clusters Score -3864575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3864580.500000 Penalty: 3455.243896
	Iteration 102Q: 3 clusters Score -3864580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3864594.000000 Penalty: 3455.243896
	Iteration 103Q: 3 clusters Score -3864594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3864598.500000 Penalty: 3455.243896
	Iteration 104Q: 3 clusters Score -3864598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3864604.500000 Penalty: 3455.243896
	Iteration 105Q: 3 clusters Score -3864604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3864608.250000 Penalty: 3455.243896
	Iteration 106Q: 3 clusters Score -3864608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3864603.000000 Penalty: 3455.243896
	Iteration 107Q: 3 clusters Score -3864603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3864607.500000 Penalty: 3455.243896
	Iteration 108Q: 3 clusters Score -3864608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3864609.250000 Penalty: 3455.243896
	Iteration 109Q: 3 clusters Score -3864609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3864608.750000 Penalty: 3455.243896
	Iteration 110Q: 3 clusters Score -3864609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3864609.500000 Penalty: 3455.243896
	Iteration 111Q: 3 clusters Score -3864610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3864607.250000 Penalty: 3455.243896
	Iteration 112Q: 3 clusters Score -3864607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3864606.500000 Penalty: 3455.243896
	Iteration 113Q: 3 clusters Score -3864606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3864605.750000 Penalty: 3455.243896
	Iteration 114Q: 3 clusters Score -3864606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3864605.250000 Penalty: 3455.243896
	Iteration 115Q: 3 clusters Score -3864605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3864608.000000 Penalty: 3455.243896
	Iteration 116Q: 3 clusters Score -3864608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3864612.250000 Penalty: 3455.243896
	Iteration 117Q: 3 clusters Score -3864612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3864613.250000 Penalty: 3455.243896
	Iteration 118Q: 3 clusters Score -3864613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3864613.250000 Penalty: 3455.243896
	Iteration 119F: 3 clusters Score -3864613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (314700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314700 members 
Entering Unmasked Estep 
Score: -28804338.000000 Penalty: 2057.148438
	Iteration 0F: 2 clusters Score -2.880434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156960 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -28600952.000000 Penalty: 4114.296875
	Iteration 0F: 3 clusters Score -2.860095e+07 nChanged 153342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147160 members 
Mstep: Class 2 contains 167540 members 
Entering Unmasked Estep 
Score: -28691892.000000 Penalty: 4114.296875
	Iteration 1F: 3 clusters Score -2.869189e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 173757 members 
Entering Unmasked Estep 
Score: -28693898.000000 Penalty: 4114.296875
	Iteration 2Q: 3 clusters Score -2.86939e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 183137 members 
Entering Unmasked Estep 
Score: -28697428.000000 Penalty: 4114.296875
	Iteration 3Q: 3 clusters Score -2.869743e+07 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Mstep: Class 2 contains 197347 members 
Entering Unmasked Estep 
Score: -28704266.000000 Penalty: 4114.296875
	Iteration 4Q: 3 clusters Score -2.870427e+07 nChanged 20561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 217550 members 
Entering Unmasked Estep 
Score: -28716832.000000 Penalty: 4114.296875
	Iteration 5F: 3 clusters Score -2.871683e+07 nChanged 26117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 243555 members 
Entering Unmasked Estep 
Score: -28737840.000000 Penalty: 4114.296875
	Iteration 6F: 3 clusters Score -2.873784e+07 nChanged 27763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 271284 members 
Entering Unmasked Estep 
Score: -28763706.000000 Penalty: 4114.296875
	Iteration 7F: 3 clusters Score -2.876371e+07 nChanged 22348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 293622 members 
Entering Unmasked Estep 
Score: -28787566.000000 Penalty: 4114.296875
	Iteration 8F: 3 clusters Score -2.878757e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 307128 members 
Entering Unmasked Estep 
Score: -28798528.000000 Penalty: 4114.296875
	Iteration 9Q: 3 clusters Score -2.879853e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 312677 members 
Entering Unmasked Estep 
Score: -28801544.000000 Penalty: 4114.296875
	Iteration 10Q: 3 clusters Score -2.880154e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 314156 members 
Entering Unmasked Estep 
Score: -28802232.000000 Penalty: 4114.296875
	Iteration 11Q: 3 clusters Score -2.880223e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 314446 members 
Entering Unmasked Estep 
Score: -28802362.000000 Penalty: 4114.296875
	Iteration 12Q: 3 clusters Score -2.880236e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 314508 members 
Entering Unmasked Estep 
Score: -28802446.000000 Penalty: 4114.296875
	Iteration 13Q: 3 clusters Score -2.880245e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 314533 members 
Entering Unmasked Estep 
Score: -28802494.000000 Penalty: 4114.296875
	Iteration 14Q: 3 clusters Score -2.880249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 314539 members 
Entering Unmasked Estep 
Score: -28802506.000000 Penalty: 4114.296875
	Iteration 15Q: 3 clusters Score -2.880251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 314541 members 
Entering Unmasked Estep 
Score: -28802526.000000 Penalty: 4114.296875
	Iteration 16Q: 3 clusters Score -2.880253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 314543 members 
Entering Unmasked Estep 
Score: -28802522.000000 Penalty: 4114.296875
	Iteration 17Q: 3 clusters Score -2.880252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 314544 members 
Entering Unmasked Estep 
Score: -28802542.000000 Penalty: 4114.296875
	Iteration 18Q: 3 clusters Score -2.880254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 314544 members 
Entering Unmasked Estep 
Score: -28802548.000000 Penalty: 4114.296875
	Iteration 19Q: 3 clusters Score -2.880255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 314544 members 
Entering Unmasked Estep 
Score: -28802550.000000 Penalty: 4114.296875
	Iteration 20F: 3 clusters Score -2.880255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 314542 members 
Entering Unmasked Estep 
Score: -28802546.000000 Penalty: 4114.296875
	Iteration 21Q: 3 clusters Score -2.880255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 314542 members 
Entering Unmasked Estep 
Score: -28802546.000000 Penalty: 4114.296875
	Iteration 22F: 3 clusters Score -2.880255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Entering Unmasked Estep 
Score: -1123302.125000 Penalty: 1524.236084
	Iteration 0F: 2 clusters Score -1123302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1114901.375000 Penalty: 3048.472168
	Iteration 0F: 3 clusters Score -1114901 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1117765.250000 Penalty: 3048.472168
	Iteration 1F: 3 clusters Score -1117765 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1117978.125000 Penalty: 3048.472168
	Iteration 2Q: 3 clusters Score -1117978 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1118184.875000 Penalty: 3048.472168
	Iteration 3Q: 3 clusters Score -1118185 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1118374.250000 Penalty: 3048.472168
	Iteration 4Q: 3 clusters Score -1118374 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1118561.125000 Penalty: 3048.472168
	Iteration 5Q: 3 clusters Score -1118561 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1118775.625000 Penalty: 3048.472168
	Iteration 6Q: 3 clusters Score -1118776 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1119021.875000 Penalty: 3048.472168
	Iteration 7Q: 3 clusters Score -1119022 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1119328.375000 Penalty: 3048.472168
	Iteration 8Q: 3 clusters Score -1119328 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1119695.875000 Penalty: 3048.472168
	Iteration 9Q: 3 clusters Score -1119696 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1120073.750000 Penalty: 3048.472168
	Iteration 10Q: 3 clusters Score -1120074 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1120364.750000 Penalty: 3048.472168
	Iteration 11Q: 3 clusters Score -1120365 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1120560.500000 Penalty: 3048.472168
	Iteration 12Q: 3 clusters Score -1120560 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1120657.125000 Penalty: 3048.472168
	Iteration 13Q: 3 clusters Score -1120657 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1120712.000000 Penalty: 3048.472168
	Iteration 14Q: 3 clusters Score -1120712 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1120739.625000 Penalty: 3048.472168
	Iteration 15Q: 3 clusters Score -1120740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1120765.500000 Penalty: 3048.472168
	Iteration 16Q: 3 clusters Score -1120766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1120787.000000 Penalty: 3048.472168
	Iteration 17Q: 3 clusters Score -1120787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1120800.500000 Penalty: 3048.472168
	Iteration 18Q: 3 clusters Score -1120800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1120816.750000 Penalty: 3048.472168
	Iteration 19Q: 3 clusters Score -1120817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1120826.500000 Penalty: 3048.472168
	Iteration 20F: 3 clusters Score -1120826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1120841.625000 Penalty: 3048.472168
	Iteration 21Q: 3 clusters Score -1120842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1120846.250000 Penalty: 3048.472168
	Iteration 22Q: 3 clusters Score -1120846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1120852.125000 Penalty: 3048.472168
	Iteration 23Q: 3 clusters Score -1120852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1120863.750000 Penalty: 3048.472168
	Iteration 24Q: 3 clusters Score -1120864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1120865.250000 Penalty: 3048.472168
	Iteration 25Q: 3 clusters Score -1120865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1120869.000000 Penalty: 3048.472168
	Iteration 26Q: 3 clusters Score -1120869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1120877.500000 Penalty: 3048.472168
	Iteration 27Q: 3 clusters Score -1120878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1120878.875000 Penalty: 3048.472168
	Iteration 28Q: 3 clusters Score -1120879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1120885.000000 Penalty: 3048.472168
	Iteration 29Q: 3 clusters Score -1120885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1120886.750000 Penalty: 3048.472168
	Iteration 30Q: 3 clusters Score -1120887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1120890.375000 Penalty: 3048.472168
	Iteration 31Q: 3 clusters Score -1120890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1120889.625000 Penalty: 3048.472168
	Iteration 32Q: 3 clusters Score -1120890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1120892.750000 Penalty: 3048.472168
	Iteration 33Q: 3 clusters Score -1120893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1120894.750000 Penalty: 3048.472168
	Iteration 34Q: 3 clusters Score -1120895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1120895.375000 Penalty: 3048.472168
	Iteration 35Q: 3 clusters Score -1120895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1120898.750000 Penalty: 3048.472168
	Iteration 36Q: 3 clusters Score -1120899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1120903.375000 Penalty: 3048.472168
	Iteration 37Q: 3 clusters Score -1120903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1120903.875000 Penalty: 3048.472168
	Iteration 38Q: 3 clusters Score -1120904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1120904.250000 Penalty: 3048.472168
	Iteration 39Q: 3 clusters Score -1120904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1120911.375000 Penalty: 3048.472168
	Iteration 40F: 3 clusters Score -1120911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1120914.125000 Penalty: 3048.472168
	Iteration 41Q: 3 clusters Score -1120914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1120913.375000 Penalty: 3048.472168
	Iteration 42Q: 3 clusters Score -1120913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1120922.625000 Penalty: 3048.472168
	Iteration 43Q: 3 clusters Score -1120923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1120928.000000 Penalty: 3048.472168
	Iteration 44Q: 3 clusters Score -1120928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1120930.875000 Penalty: 3048.472168
	Iteration 45Q: 3 clusters Score -1120931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1120931.625000 Penalty: 3048.472168
	Iteration 46Q: 3 clusters Score -1120932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1120936.250000 Penalty: 3048.472168
	Iteration 47Q: 3 clusters Score -1120936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1120934.250000 Penalty: 3048.472168
	Iteration 48Q: 3 clusters Score -1120934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1120939.000000 Penalty: 3048.472168
	Iteration 49Q: 3 clusters Score -1120939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1120937.750000 Penalty: 3048.472168
	Iteration 50Q: 3 clusters Score -1120938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1120940.375000 Penalty: 3048.472168
	Iteration 51Q: 3 clusters Score -1120940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1120941.750000 Penalty: 3048.472168
	Iteration 52Q: 3 clusters Score -1120942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1120945.000000 Penalty: 3048.472168
	Iteration 53Q: 3 clusters Score -1120945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1120945.875000 Penalty: 3048.472168
	Iteration 54Q: 3 clusters Score -1120946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1120949.125000 Penalty: 3048.472168
	Iteration 55Q: 3 clusters Score -1120949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1120949.000000 Penalty: 3048.472168
	Iteration 56Q: 3 clusters Score -1120949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1120950.875000 Penalty: 3048.472168
	Iteration 57Q: 3 clusters Score -1120951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1120950.750000 Penalty: 3048.472168
	Iteration 58Q: 3 clusters Score -1120951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1120952.500000 Penalty: 3048.472168
	Iteration 59Q: 3 clusters Score -1120952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1120954.750000 Penalty: 3048.472168
	Iteration 60F: 3 clusters Score -1120955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1120958.000000 Penalty: 3048.472168
	Iteration 61Q: 3 clusters Score -1120958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1120959.500000 Penalty: 3048.472168
	Iteration 62Q: 3 clusters Score -1120960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1120963.500000 Penalty: 3048.472168
	Iteration 63Q: 3 clusters Score -1120964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1120962.625000 Penalty: 3048.472168
	Iteration 64Q: 3 clusters Score -1120963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1120966.875000 Penalty: 3048.472168
	Iteration 65Q: 3 clusters Score -1120967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1120971.125000 Penalty: 3048.472168
	Iteration 66Q: 3 clusters Score -1120971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1120969.250000 Penalty: 3048.472168
	Iteration 67Q: 3 clusters Score -1120969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1120971.500000 Penalty: 3048.472168
	Iteration 68Q: 3 clusters Score -1120972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1120975.750000 Penalty: 3048.472168
	Iteration 69Q: 3 clusters Score -1120976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1120973.625000 Penalty: 3048.472168
	Iteration 70Q: 3 clusters Score -1120974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1120976.000000 Penalty: 3048.472168
	Iteration 71Q: 3 clusters Score -1120976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1120976.125000 Penalty: 3048.472168
	Iteration 72Q: 3 clusters Score -1120976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1120979.625000 Penalty: 3048.472168
	Iteration 73Q: 3 clusters Score -1120980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1120983.500000 Penalty: 3048.472168
	Iteration 74Q: 3 clusters Score -1120984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1120982.875000 Penalty: 3048.472168
	Iteration 75Q: 3 clusters Score -1120983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1120985.125000 Penalty: 3048.472168
	Iteration 76Q: 3 clusters Score -1120985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1120986.250000 Penalty: 3048.472168
	Iteration 77Q: 3 clusters Score -1120986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1120985.500000 Penalty: 3048.472168
	Iteration 78Q: 3 clusters Score -1120986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1120983.875000 Penalty: 3048.472168
	Iteration 79Q: 3 clusters Score -1120984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1120983.000000 Penalty: 3048.472168
	Iteration 80F: 3 clusters Score -1120983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1120982.250000 Penalty: 3048.472168
	Iteration 81Q: 3 clusters Score -1120982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1120983.375000 Penalty: 3048.472168
	Iteration 82Q: 3 clusters Score -1120983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1120983.750000 Penalty: 3048.472168
	Iteration 83Q: 3 clusters Score -1120984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1120983.875000 Penalty: 3048.472168
	Iteration 84Q: 3 clusters Score -1120984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1120983.625000 Penalty: 3048.472168
	Iteration 85Q: 3 clusters Score -1120984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1120984.000000 Penalty: 3048.472168
	Iteration 86Q: 3 clusters Score -1120984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1120983.375000 Penalty: 3048.472168
	Iteration 87Q: 3 clusters Score -1120983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1120985.250000 Penalty: 3048.472168
	Iteration 88Q: 3 clusters Score -1120985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1120989.000000 Penalty: 3048.472168
	Iteration 89Q: 3 clusters Score -1120989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1120989.250000 Penalty: 3048.472168
	Iteration 90Q: 3 clusters Score -1120989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1120991.750000 Penalty: 3048.472168
	Iteration 91Q: 3 clusters Score -1120992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1120988.500000 Penalty: 3048.472168
	Iteration 92Q: 3 clusters Score -1120988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1120990.250000 Penalty: 3048.472168
	Iteration 93Q: 3 clusters Score -1120990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1120989.000000 Penalty: 3048.472168
	Iteration 94Q: 3 clusters Score -1120989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1120989.500000 Penalty: 3048.472168
	Iteration 95Q: 3 clusters Score -1120990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1120989.500000 Penalty: 3048.472168
	Iteration 96F: 3 clusters Score -1120990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58800 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 21 contains 314700 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546656.000000 Penalty: 25952.548828
Iteration 239Q: 13 clusters Score -5.454666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58803 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 21 contains 314696 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546608.000000 Penalty: 25952.548828
Iteration 240F: 13 clusters Score -5.454661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58804 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 12 contains 37093 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 21 contains 314694 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546636.000000 Penalty: 25952.548828
Iteration 241Q: 13 clusters Score -5.454664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58806 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 21 contains 314692 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546640.000000 Penalty: 25952.548828
Iteration 242Q: 13 clusters Score -5.454664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20884 members 
Mstep: Class 6 contains 58808 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41419 members 
Mstep: Class 21 contains 314689 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546628.000000 Penalty: 25952.548828
Iteration 243Q: 13 clusters Score -5.454663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 58810 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 21 contains 314687 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546612.000000 Penalty: 25952.548828
Iteration 244Q: 13 clusters Score -5.454661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20887 members 
Mstep: Class 6 contains 58813 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 21 contains 314681 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546648.000000 Penalty: 25952.548828
Iteration 245Q: 13 clusters Score -5.454665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20889 members 
Mstep: Class 6 contains 58813 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32911 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 21 contains 314680 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546652.000000 Penalty: 25952.548828
Iteration 246Q: 13 clusters Score -5.454665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 20889 members 
Mstep: Class 6 contains 58813 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32911 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 21 contains 314680 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546652.000000 Penalty: 25952.548828
Iteration 247F: 13 clusters Score -5.454665e+07 nChanged 0
Entering ConstructFrom: 
Score: -54546652.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (41946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Entering Unmasked Estep 
Score: -3914384.250000 Penalty: 1729.672485
	Iteration 0F: 2 clusters Score -3914384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3886276.250000 Penalty: 3459.344971
	Iteration 0F: 3 clusters Score -3886276 nChanged 19620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3897501.000000 Penalty: 3459.344971
	Iteration 1F: 3 clusters Score -3897501 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3897860.250000 Penalty: 3459.344971
	Iteration 2Q: 3 clusters Score -3897860 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3898182.000000 Penalty: 3459.344971
	Iteration 3Q: 3 clusters Score -3898182 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3898543.750000 Penalty: 3459.344971
	Iteration 4Q: 3 clusters Score -3898544 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -3898997.250000 Penalty: 3459.344971
	Iteration 5Q: 3 clusters Score -3898997 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3899756.250000 Penalty: 3459.344971
	Iteration 6Q: 3 clusters Score -3899756 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3900891.750000 Penalty: 3459.344971
	Iteration 7Q: 3 clusters Score -3900892 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3902726.250000 Penalty: 3459.344971
	Iteration 8F: 3 clusters Score -3902726 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3904923.250000 Penalty: 3459.344971
	Iteration 9F: 3 clusters Score -3904923 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3907069.000000 Penalty: 3459.344971
	Iteration 10F: 3 clusters Score -3907069 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3908706.500000 Penalty: 3459.344971
	Iteration 11Q: 3 clusters Score -3908706 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3909741.250000 Penalty: 3459.344971
	Iteration 12Q: 3 clusters Score -3909741 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3910349.250000 Penalty: 3459.344971
	Iteration 13Q: 3 clusters Score -3910349 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3910760.250000 Penalty: 3459.344971
	Iteration 14Q: 3 clusters Score -3910760 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3911112.250000 Penalty: 3459.344971
	Iteration 15Q: 3 clusters Score -3911112 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3911404.250000 Penalty: 3459.344971
	Iteration 16Q: 3 clusters Score -3911404 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3911687.750000 Penalty: 3459.344971
	Iteration 17Q: 3 clusters Score -3911688 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3911922.500000 Penalty: 3459.344971
	Iteration 18Q: 3 clusters Score -3911922 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3912130.500000 Penalty: 3459.344971
	Iteration 19Q: 3 clusters Score -3912130 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3912289.500000 Penalty: 3459.344971
	Iteration 20F: 3 clusters Score -3912290 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3912426.250000 Penalty: 3459.344971
	Iteration 21Q: 3 clusters Score -3912426 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3912563.750000 Penalty: 3459.344971
	Iteration 22Q: 3 clusters Score -3912564 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3912664.250000 Penalty: 3459.344971
	Iteration 23Q: 3 clusters Score -3912664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3912728.750000 Penalty: 3459.344971
	Iteration 24Q: 3 clusters Score -3912729 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3912772.000000 Penalty: 3459.344971
	Iteration 25Q: 3 clusters Score -3912772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3912797.750000 Penalty: 3459.344971
	Iteration 26Q: 3 clusters Score -3912798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3912827.000000 Penalty: 3459.344971
	Iteration 27Q: 3 clusters Score -3912827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3912840.000000 Penalty: 3459.344971
	Iteration 28Q: 3 clusters Score -3912840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3912855.750000 Penalty: 3459.344971
	Iteration 29Q: 3 clusters Score -3912856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3912860.750000 Penalty: 3459.344971
	Iteration 30Q: 3 clusters Score -3912861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3912871.750000 Penalty: 3459.344971
	Iteration 31Q: 3 clusters Score -3912872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3912876.750000 Penalty: 3459.344971
	Iteration 32Q: 3 clusters Score -3912877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3912886.750000 Penalty: 3459.344971
	Iteration 33Q: 3 clusters Score -3912887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3912895.500000 Penalty: 3459.344971
	Iteration 34Q: 3 clusters Score -3912896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3912901.500000 Penalty: 3459.344971
	Iteration 35Q: 3 clusters Score -3912902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3912912.750000 Penalty: 3459.344971
	Iteration 36Q: 3 clusters Score -3912913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3912913.250000 Penalty: 3459.344971
	Iteration 37Q: 3 clusters Score -3912913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3912922.000000 Penalty: 3459.344971
	Iteration 38Q: 3 clusters Score -3912922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3912931.250000 Penalty: 3459.344971
	Iteration 39Q: 3 clusters Score -3912931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3912931.500000 Penalty: 3459.344971
	Iteration 40F: 3 clusters Score -3912932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3912938.500000 Penalty: 3459.344971
	Iteration 41Q: 3 clusters Score -3912938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3912943.250000 Penalty: 3459.344971
	Iteration 42Q: 3 clusters Score -3912943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3912945.500000 Penalty: 3459.344971
	Iteration 43Q: 3 clusters Score -3912946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3912945.500000 Penalty: 3459.344971
	Iteration 44Q: 3 clusters Score -3912946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3912953.500000 Penalty: 3459.344971
	Iteration 45Q: 3 clusters Score -3912954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3912957.000000 Penalty: 3459.344971
	Iteration 46Q: 3 clusters Score -3912957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3912961.000000 Penalty: 3459.344971
	Iteration 47Q: 3 clusters Score -3912961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3912960.250000 Penalty: 3459.344971
	Iteration 48Q: 3 clusters Score -3912960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3912958.250000 Penalty: 3459.344971
	Iteration 49Q: 3 clusters Score -3912958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3912962.750000 Penalty: 3459.344971
	Iteration 50Q: 3 clusters Score -3912963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3912964.000000 Penalty: 3459.344971
	Iteration 51Q: 3 clusters Score -3912964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3912962.250000 Penalty: 3459.344971
	Iteration 52Q: 3 clusters Score -3912962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3912962.750000 Penalty: 3459.344971
	Iteration 53Q: 3 clusters Score -3912963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3912966.000000 Penalty: 3459.344971
	Iteration 54Q: 3 clusters Score -3912966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3912966.500000 Penalty: 3459.344971
	Iteration 55Q: 3 clusters Score -3912966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3912971.750000 Penalty: 3459.344971
	Iteration 56Q: 3 clusters Score -3912972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3912976.500000 Penalty: 3459.344971
	Iteration 57Q: 3 clusters Score -3912976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3912982.750000 Penalty: 3459.344971
	Iteration 58Q: 3 clusters Score -3912983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3912988.000000 Penalty: 3459.344971
	Iteration 59Q: 3 clusters Score -3912988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3912987.250000 Penalty: 3459.344971
	Iteration 60F: 3 clusters Score -3912987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3912986.500000 Penalty: 3459.344971
	Iteration 61Q: 3 clusters Score -3912986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3912992.250000 Penalty: 3459.344971
	Iteration 62Q: 3 clusters Score -3912992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3912996.750000 Penalty: 3459.344971
	Iteration 63Q: 3 clusters Score -3912997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3912996.500000 Penalty: 3459.344971
	Iteration 64Q: 3 clusters Score -3912996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3912997.250000 Penalty: 3459.344971
	Iteration 65Q: 3 clusters Score -3912997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3912998.000000 Penalty: 3459.344971
	Iteration 66Q: 3 clusters Score -3912998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3912996.750000 Penalty: 3459.344971
	Iteration 67Q: 3 clusters Score -3912997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3912996.750000 Penalty: 3459.344971
	Iteration 68F: 3 clusters Score -3912997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -468376.375000 Penalty: 1394.460327
	Iteration 0F: 2 clusters Score -468376.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -464190.843750 Penalty: 2788.920654
	Iteration 0F: 3 clusters Score -464190.8 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -465423.781250 Penalty: 2788.920654
	Iteration 1F: 3 clusters Score -465423.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -465718.937500 Penalty: 2788.920654
	Iteration 2F: 3 clusters Score -465718.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -465996.000000 Penalty: 2788.920654
	Iteration 3F: 3 clusters Score -465996 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -466264.187500 Penalty: 2788.920654
	Iteration 4F: 3 clusters Score -466264.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -466494.937500 Penalty: 2788.920654
	Iteration 5F: 3 clusters Score -466494.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -466717.312500 Penalty: 2788.920654
	Iteration 6F: 3 clusters Score -466717.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -466931.625000 Penalty: 2788.920654
	Iteration 7F: 3 clusters Score -466931.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -467113.562500 Penalty: 2788.920654
	Iteration 8Q: 3 clusters Score -467113.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -467241.281250 Penalty: 2788.920654
	Iteration 9Q: 3 clusters Score -467241.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -467351.468750 Penalty: 2788.920654
	Iteration 10Q: 3 clusters Score -467351.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -467440.437500 Penalty: 2788.920654
	Iteration 11Q: 3 clusters Score -467440.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -467479.531250 Penalty: 2788.920654
	Iteration 12Q: 3 clusters Score -467479.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -467501.437500 Penalty: 2788.920654
	Iteration 13Q: 3 clusters Score -467501.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -467523.843750 Penalty: 2788.920654
	Iteration 14Q: 3 clusters Score -467523.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -467539.531250 Penalty: 2788.920654
	Iteration 15Q: 3 clusters Score -467539.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -467547.687500 Penalty: 2788.920654
	Iteration 16Q: 3 clusters Score -467547.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -467555.406250 Penalty: 2788.920654
	Iteration 17Q: 3 clusters Score -467555.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -467560.031250 Penalty: 2788.920654
	Iteration 18Q: 3 clusters Score -467560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -467562.687500 Penalty: 2788.920654
	Iteration 19Q: 3 clusters Score -467562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -467565.343750 Penalty: 2788.920654
	Iteration 20F: 3 clusters Score -467565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -467565.843750 Penalty: 2788.920654
	Iteration 21Q: 3 clusters Score -467565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -467565.906250 Penalty: 2788.920654
	Iteration 22Q: 3 clusters Score -467565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -467568.218750 Penalty: 2788.920654
	Iteration 23Q: 3 clusters Score -467568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -467569.031250 Penalty: 2788.920654
	Iteration 24Q: 3 clusters Score -467569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -467570.281250 Penalty: 2788.920654
	Iteration 25Q: 3 clusters Score -467570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -467570.437500 Penalty: 2788.920654
	Iteration 26Q: 3 clusters Score -467570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -467570.031250 Penalty: 2788.920654
	Iteration 27Q: 3 clusters Score -467570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -467570.031250 Penalty: 2788.920654
	Iteration 28F: 3 clusters Score -467570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Entering Unmasked Estep 
Score: -1154744.375000 Penalty: 1531.058228
	Iteration 0F: 2 clusters Score -1154744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1146079.125000 Penalty: 3062.116455
	Iteration 0F: 3 clusters Score -1146079 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1148959.625000 Penalty: 3062.116455
	Iteration 1F: 3 clusters Score -1148960 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1149202.750000 Penalty: 3062.116455
	Iteration 2F: 3 clusters Score -1149203 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1149408.750000 Penalty: 3062.116455
	Iteration 3Q: 3 clusters Score -1149409 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1149631.375000 Penalty: 3062.116455
	Iteration 4Q: 3 clusters Score -1149631 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1149914.500000 Penalty: 3062.116455
	Iteration 5Q: 3 clusters Score -1149914 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1150246.000000 Penalty: 3062.116455
	Iteration 6Q: 3 clusters Score -1150246 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1150731.250000 Penalty: 3062.116455
	Iteration 7F: 3 clusters Score -1150731 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1151324.625000 Penalty: 3062.116455
	Iteration 8F: 3 clusters Score -1151325 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1151930.750000 Penalty: 3062.116455
	Iteration 9F: 3 clusters Score -1151931 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1152444.375000 Penalty: 3062.116455
	Iteration 10Q: 3 clusters Score -1152444 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1152766.125000 Penalty: 3062.116455
	Iteration 11Q: 3 clusters Score -1152766 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1152969.500000 Penalty: 3062.116455
	Iteration 12Q: 3 clusters Score -1152970 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1153091.750000 Penalty: 3062.116455
	Iteration 13Q: 3 clusters Score -1153092 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1153177.125000 Penalty: 3062.116455
	Iteration 14Q: 3 clusters Score -1153177 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1153250.500000 Penalty: 3062.116455
	Iteration 15Q: 3 clusters Score -1153250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1153310.125000 Penalty: 3062.116455
	Iteration 16Q: 3 clusters Score -1153310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1153358.375000 Penalty: 3062.116455
	Iteration 17Q: 3 clusters Score -1153358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1153388.625000 Penalty: 3062.116455
	Iteration 18Q: 3 clusters Score -1153389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1153402.875000 Penalty: 3062.116455
	Iteration 19Q: 3 clusters Score -1153403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1153407.500000 Penalty: 3062.116455
	Iteration 20F: 3 clusters Score -1153408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1153411.000000 Penalty: 3062.116455
	Iteration 21Q: 3 clusters Score -1153411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1153422.125000 Penalty: 3062.116455
	Iteration 22Q: 3 clusters Score -1153422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1153433.875000 Penalty: 3062.116455
	Iteration 23Q: 3 clusters Score -1153434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1153445.000000 Penalty: 3062.116455
	Iteration 24Q: 3 clusters Score -1153445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1153459.000000 Penalty: 3062.116455
	Iteration 25Q: 3 clusters Score -1153459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1153474.375000 Penalty: 3062.116455
	Iteration 26Q: 3 clusters Score -1153474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1153484.625000 Penalty: 3062.116455
	Iteration 27Q: 3 clusters Score -1153485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1153496.250000 Penalty: 3062.116455
	Iteration 28Q: 3 clusters Score -1153496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1153501.875000 Penalty: 3062.116455
	Iteration 29Q: 3 clusters Score -1153502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1153507.375000 Penalty: 3062.116455
	Iteration 30Q: 3 clusters Score -1153507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1153511.000000 Penalty: 3062.116455
	Iteration 31Q: 3 clusters Score -1153511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1153510.875000 Penalty: 3062.116455
	Iteration 32Q: 3 clusters Score -1153511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1153512.500000 Penalty: 3062.116455
	Iteration 33Q: 3 clusters Score -1153512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1153512.500000 Penalty: 3062.116455
	Iteration 34F: 3 clusters Score -1153512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -101579.585938 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -101579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -100007.656250 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -100007.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100361.953125 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -100362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100483.101562 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -100483.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -100591.726562 Penalty: 2325.503906
	Iteration 3F: 3 clusters Score -100591.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -100690.656250 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -100690.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -100806.265625 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -100806.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -100937.484375 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -100937.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101140.937500 Penalty: 2325.503906
	Iteration 7F: 3 clusters Score -101140.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -101328.171875 Penalty: 2325.503906
	Iteration 8F: 3 clusters Score -101328.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101462.945312 Penalty: 2325.503906
	Iteration 9F: 3 clusters Score -101462.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -101566.312500 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -101566.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101633.648438 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -101633.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101663.414062 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -101663.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101671.976562 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -101672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101676.585938 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -101676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101684.695312 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -101684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101689.265625 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -101689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -101693.664062 Penalty: 2325.503906
	Iteration 17Q: 3 clusters Score -101693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101696.304688 Penalty: 2325.503906
	Iteration 18Q: 3 clusters Score -101696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101696.304688 Penalty: 2325.503906
	Iteration 19F: 3 clusters Score -101696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 754 members 
Mstep: Class 5 contains 20889 members 
Mstep: Class 6 contains 58813 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 32911 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 12 contains 37092 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 21 contains 314680 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
Score: -54545752.000000 Penalty: 28115.259766
Splitting cluster 4 changes total score from -54546652.000000 to -54545752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Entering Unmasked Estep 
Score: -1956059.500000 Penalty: 1616.383911
	Iteration 0F: 2 clusters Score -1956060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1941811.500000 Penalty: 3232.767822
	Iteration 0F: 3 clusters Score -1941812 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1947225.625000 Penalty: 3232.767822
	Iteration 1F: 3 clusters Score -1947226 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1947935.125000 Penalty: 3232.767822
	Iteration 2F: 3 clusters Score -1947935 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1948818.375000 Penalty: 3232.767822
	Iteration 3F: 3 clusters Score -1948818 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1949853.000000 Penalty: 3232.767822
	Iteration 4F: 3 clusters Score -1949853 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1951090.375000 Penalty: 3232.767822
	Iteration 5F: 3 clusters Score -1951090 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1952438.125000 Penalty: 3232.767822
	Iteration 6F: 3 clusters Score -1952438 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1953456.500000 Penalty: 3232.767822
	Iteration 7F: 3 clusters Score -1953456 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1953900.000000 Penalty: 3232.767822
	Iteration 8Q: 3 clusters Score -1953900 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1954052.750000 Penalty: 3232.767822
	Iteration 9Q: 3 clusters Score -1954053 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1954138.000000 Penalty: 3232.767822
	Iteration 10Q: 3 clusters Score -1954138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1954214.875000 Penalty: 3232.767822
	Iteration 11Q: 3 clusters Score -1954215 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1954282.625000 Penalty: 3232.767822
	Iteration 12Q: 3 clusters Score -1954283 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1954336.500000 Penalty: 3232.767822
	Iteration 13Q: 3 clusters Score -1954336 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1954393.375000 Penalty: 3232.767822
	Iteration 14Q: 3 clusters Score -1954393 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1954450.750000 Penalty: 3232.767822
	Iteration 15Q: 3 clusters Score -1954451 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1954499.000000 Penalty: 3232.767822
	Iteration 16Q: 3 clusters Score -1954499 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1954544.875000 Penalty: 3232.767822
	Iteration 17Q: 3 clusters Score -1954545 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1954573.250000 Penalty: 3232.767822
	Iteration 18Q: 3 clusters Score -1954573 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1954602.500000 Penalty: 3232.767822
	Iteration 19Q: 3 clusters Score -1954602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1954643.000000 Penalty: 3232.767822
	Iteration 20F: 3 clusters Score -1954643 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1954678.125000 Penalty: 3232.767822
	Iteration 21Q: 3 clusters Score -1954678 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1954721.625000 Penalty: 3232.767822
	Iteration 22Q: 3 clusters Score -1954722 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1954750.000000 Penalty: 3232.767822
	Iteration 23Q: 3 clusters Score -1954750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1954771.375000 Penalty: 3232.767822
	Iteration 24Q: 3 clusters Score -1954771 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1954795.750000 Penalty: 3232.767822
	Iteration 25Q: 3 clusters Score -1954796 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1954830.000000 Penalty: 3232.767822
	Iteration 26Q: 3 clusters Score -1954830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1954854.250000 Penalty: 3232.767822
	Iteration 27Q: 3 clusters Score -1954854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1954883.875000 Penalty: 3232.767822
	Iteration 28Q: 3 clusters Score -1954884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1954885.875000 Penalty: 3232.767822
	Iteration 29Q: 3 clusters Score -1954886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1954905.375000 Penalty: 3232.767822
	Iteration 30Q: 3 clusters Score -1954905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1954922.125000 Penalty: 3232.767822
	Iteration 31Q: 3 clusters Score -1954922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1954935.875000 Penalty: 3232.767822
	Iteration 32Q: 3 clusters Score -1954936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1954949.375000 Penalty: 3232.767822
	Iteration 33Q: 3 clusters Score -1954949 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1954964.125000 Penalty: 3232.767822
	Iteration 34Q: 3 clusters Score -1954964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1954980.625000 Penalty: 3232.767822
	Iteration 35Q: 3 clusters Score -1954981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1954988.250000 Penalty: 3232.767822
	Iteration 36Q: 3 clusters Score -1954988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1954998.500000 Penalty: 3232.767822
	Iteration 37Q: 3 clusters Score -1954998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1955009.125000 Penalty: 3232.767822
	Iteration 38Q: 3 clusters Score -1955009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1955023.000000 Penalty: 3232.767822
	Iteration 39Q: 3 clusters Score -1955023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1955027.250000 Penalty: 3232.767822
	Iteration 40F: 3 clusters Score -1955027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1955036.875000 Penalty: 3232.767822
	Iteration 41Q: 3 clusters Score -1955037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1955039.000000 Penalty: 3232.767822
	Iteration 42Q: 3 clusters Score -1955039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1955052.000000 Penalty: 3232.767822
	Iteration 43Q: 3 clusters Score -1955052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1955058.875000 Penalty: 3232.767822
	Iteration 44Q: 3 clusters Score -1955059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1955066.375000 Penalty: 3232.767822
	Iteration 45Q: 3 clusters Score -1955066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1955074.375000 Penalty: 3232.767822
	Iteration 46Q: 3 clusters Score -1955074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1955073.125000 Penalty: 3232.767822
	Iteration 47Q: 3 clusters Score -1955073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1955079.250000 Penalty: 3232.767822
	Iteration 48Q: 3 clusters Score -1955079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1955084.125000 Penalty: 3232.767822
	Iteration 49Q: 3 clusters Score -1955084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1955093.750000 Penalty: 3232.767822
	Iteration 50Q: 3 clusters Score -1955094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1955104.875000 Penalty: 3232.767822
	Iteration 51Q: 3 clusters Score -1955105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1955111.625000 Penalty: 3232.767822
	Iteration 52Q: 3 clusters Score -1955112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1955120.625000 Penalty: 3232.767822
	Iteration 53Q: 3 clusters Score -1955121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1955125.000000 Penalty: 3232.767822
	Iteration 54Q: 3 clusters Score -1955125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1955129.125000 Penalty: 3232.767822
	Iteration 55Q: 3 clusters Score -1955129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1955131.000000 Penalty: 3232.767822
	Iteration 56Q: 3 clusters Score -1955131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1955131.375000 Penalty: 3232.767822
	Iteration 57Q: 3 clusters Score -1955131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1955132.125000 Penalty: 3232.767822
	Iteration 58Q: 3 clusters Score -1955132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1955133.125000 Penalty: 3232.767822
	Iteration 59Q: 3 clusters Score -1955133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1955137.875000 Penalty: 3232.767822
	Iteration 60F: 3 clusters Score -1955138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1955141.000000 Penalty: 3232.767822
	Iteration 61Q: 3 clusters Score -1955141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1955137.625000 Penalty: 3232.767822
	Iteration 62Q: 3 clusters Score -1955138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1955138.625000 Penalty: 3232.767822
	Iteration 63Q: 3 clusters Score -1955139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1955141.750000 Penalty: 3232.767822
	Iteration 64Q: 3 clusters Score -1955142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1955143.000000 Penalty: 3232.767822
	Iteration 65Q: 3 clusters Score -1955143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1955138.625000 Penalty: 3232.767822
	Iteration 66Q: 3 clusters Score -1955139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1955143.500000 Penalty: 3232.767822
	Iteration 67Q: 3 clusters Score -1955144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1955144.125000 Penalty: 3232.767822
	Iteration 68Q: 3 clusters Score -1955144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1955148.500000 Penalty: 3232.767822
	Iteration 69Q: 3 clusters Score -1955148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1955150.125000 Penalty: 3232.767822
	Iteration 70Q: 3 clusters Score -1955150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1955147.875000 Penalty: 3232.767822
	Iteration 71Q: 3 clusters Score -1955148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1955150.000000 Penalty: 3232.767822
	Iteration 72Q: 3 clusters Score -1955150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1955155.000000 Penalty: 3232.767822
	Iteration 73Q: 3 clusters Score -1955155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1955153.375000 Penalty: 3232.767822
	Iteration 74Q: 3 clusters Score -1955153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1955151.750000 Penalty: 3232.767822
	Iteration 75Q: 3 clusters Score -1955152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1955151.125000 Penalty: 3232.767822
	Iteration 76Q: 3 clusters Score -1955151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1955152.875000 Penalty: 3232.767822
	Iteration 77Q: 3 clusters Score -1955153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1955152.875000 Penalty: 3232.767822
	Iteration 78F: 3 clusters Score -1955153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Entering Unmasked Estep 
Score: -5498940.000000 Penalty: 1784.594238
	Iteration 0F: 2 clusters Score -5498940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -5459586.000000 Penalty: 3569.188477
	Iteration 0F: 3 clusters Score -5459586 nChanged 27823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -5475249.500000 Penalty: 3569.188477
	Iteration 1F: 3 clusters Score -5475250 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5475871.000000 Penalty: 3569.188477
	Iteration 2Q: 3 clusters Score -5475871 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -5476627.000000 Penalty: 3569.188477
	Iteration 3Q: 3 clusters Score -5476627 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -5477705.000000 Penalty: 3569.188477
	Iteration 4Q: 3 clusters Score -5477705 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5479091.000000 Penalty: 3569.188477
	Iteration 5Q: 3 clusters Score -5479091 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5481156.500000 Penalty: 3569.188477
	Iteration 6F: 3 clusters Score -5481156 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -5483962.000000 Penalty: 3569.188477
	Iteration 7F: 3 clusters Score -5483962 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5486788.000000 Penalty: 3569.188477
	Iteration 8F: 3 clusters Score -5486788 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -5488655.500000 Penalty: 3569.188477
	Iteration 9F: 3 clusters Score -5488656 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5489473.000000 Penalty: 3569.188477
	Iteration 10Q: 3 clusters Score -5489473 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -5489850.500000 Penalty: 3569.188477
	Iteration 11Q: 3 clusters Score -5489850 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -5490093.000000 Penalty: 3569.188477
	Iteration 12Q: 3 clusters Score -5490093 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -5490278.000000 Penalty: 3569.188477
	Iteration 13Q: 3 clusters Score -5490278 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5490473.000000 Penalty: 3569.188477
	Iteration 14Q: 3 clusters Score -5490473 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5490647.500000 Penalty: 3569.188477
	Iteration 15Q: 3 clusters Score -5490648 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -5490769.000000 Penalty: 3569.188477
	Iteration 16Q: 3 clusters Score -5490769 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5490888.500000 Penalty: 3569.188477
	Iteration 17Q: 3 clusters Score -5490888 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -5491001.000000 Penalty: 3569.188477
	Iteration 18Q: 3 clusters Score -5491001 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5491129.000000 Penalty: 3569.188477
	Iteration 19Q: 3 clusters Score -5491129 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5491230.500000 Penalty: 3569.188477
	Iteration 20F: 3 clusters Score -5491230 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -5491323.000000 Penalty: 3569.188477
	Iteration 21Q: 3 clusters Score -5491323 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5491398.000000 Penalty: 3569.188477
	Iteration 22Q: 3 clusters Score -5491398 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5491486.000000 Penalty: 3569.188477
	Iteration 23Q: 3 clusters Score -5491486 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5491582.500000 Penalty: 3569.188477
	Iteration 24Q: 3 clusters Score -5491582 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -5491654.000000 Penalty: 3569.188477
	Iteration 25Q: 3 clusters Score -5491654 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5491739.000000 Penalty: 3569.188477
	Iteration 26Q: 3 clusters Score -5491739 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -5491800.000000 Penalty: 3569.188477
	Iteration 27Q: 3 clusters Score -5491800 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -5491864.500000 Penalty: 3569.188477
	Iteration 28Q: 3 clusters Score -5491864 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -5491916.000000 Penalty: 3569.188477
	Iteration 29Q: 3 clusters Score -5491916 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -5491947.500000 Penalty: 3569.188477
	Iteration 30Q: 3 clusters Score -5491948 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -5491980.500000 Penalty: 3569.188477
	Iteration 31Q: 3 clusters Score -5491980 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -5492009.000000 Penalty: 3569.188477
	Iteration 32Q: 3 clusters Score -5492009 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -5492043.500000 Penalty: 3569.188477
	Iteration 33Q: 3 clusters Score -5492044 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -5492082.500000 Penalty: 3569.188477
	Iteration 34Q: 3 clusters Score -5492082 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -5492102.500000 Penalty: 3569.188477
	Iteration 35Q: 3 clusters Score -5492102 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -5492135.500000 Penalty: 3569.188477
	Iteration 36Q: 3 clusters Score -5492136 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5492188 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5492218 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5492190 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5492267 nChanged 277
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Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5492306 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5492329 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5492383 nChanged 312
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5492415 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5492464 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5492490 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5492522.500000 Penalty: 3569.188477
	Iteration 47Q: 3 clusters Score -5492522 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5492574 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5492630 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5492678 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5492768 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5492866.500000 Penalty: 3569.188477
	Iteration 52Q: 3 clusters Score -5492866 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5492950 nChanged 459
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5493023 nChanged 484
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5493119.500000 Penalty: 3569.188477
	Iteration 55Q: 3 clusters Score -5493120 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -5493237.500000 Penalty: 3569.188477
	Iteration 56Q: 3 clusters Score -5493238 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5493312 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5493386 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5493486 nChanged 458
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5493576 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5493688 nChanged 483
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5493814.500000 Penalty: 3569.188477
	Iteration 62Q: 3 clusters Score -5493814 nChanged 481
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5493890 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5493967.500000 Penalty: 3569.188477
	Iteration 64Q: 3 clusters Score -5493968 nChanged 485
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5494054 nChanged 509
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5494131 nChanged 531
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5494239 nChanged 536
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5494344 nChanged 524
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5494460 nChanged 528
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5494588 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5494686 nChanged 501
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5494796 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5494911 nChanged 489
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Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5495030 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5495135 nChanged 430
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -5495192.500000 Penalty: 3569.188477
	Iteration 76Q: 3 clusters Score -5495192 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5495306 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5495402 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5495486 nChanged 452
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -5495613.500000 Penalty: 3569.188477
	Iteration 80F: 3 clusters Score -5495614 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5495724 nChanged 425
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5495848 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5495927 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -5496017.000000 Penalty: 3569.188477
	Iteration 84Q: 3 clusters Score -5496017 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5496108 nChanged 318
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Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 52808 members 
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	Iteration 86Q: 3 clusters Score -5496192 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5496276 nChanged 334
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Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 53470 members 
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	Iteration 88Q: 3 clusters Score -5496367 nChanged 300
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Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5496453 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5496528 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5496601 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5496677 nChanged 301
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Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5496788 nChanged 276
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Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5496849 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5496928 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5496979 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5497036 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5497090 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5497120 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -5497164.000000 Penalty: 3569.188477
	Iteration 100F: 3 clusters Score -5497164 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5497210 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -5497249.000000 Penalty: 3569.188477
	Iteration 102Q: 3 clusters Score -5497249 nChanged 121
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Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5497298 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5497324 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5497350 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5497375 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5497398 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5497418 nChanged 62
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Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5497420 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -5497441.500000 Penalty: 3569.188477
	Iteration 110Q: 3 clusters Score -5497442 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -5497456.500000 Penalty: 3569.188477
	Iteration 111Q: 3 clusters Score -5497456 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5497476 nChanged 37
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Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 57473 members 
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	Iteration 113Q: 3 clusters Score -5497489 nChanged 30
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Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 57503 members 
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	Iteration 114Q: 3 clusters Score -5497498 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5497517 nChanged 28
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Mstep: Class 1 contains 1260 members 
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Entering Unmasked Estep 
Score: -5497526.500000 Penalty: 3569.188477
	Iteration 116Q: 3 clusters Score -5497526 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 57576 members 
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	Iteration 117Q: 3 clusters Score -5497526 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -5497527.500000 Penalty: 3569.188477
	Iteration 118Q: 3 clusters Score -5497528 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -5497535.500000 Penalty: 3569.188477
	Iteration 119Q: 3 clusters Score -5497536 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -5497544.500000 Penalty: 3569.188477
	Iteration 120F: 3 clusters Score -5497544 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5497552 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5497550 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -5497558.500000 Penalty: 3569.188477
	Iteration 123Q: 3 clusters Score -5497558 nChanged 14
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Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5497566 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5497566 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -5497569.500000 Penalty: 3569.188477
	Iteration 126Q: 3 clusters Score -5497570 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -5497566.500000 Penalty: 3569.188477
	Iteration 127Q: 3 clusters Score -5497566 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -5497574.500000 Penalty: 3569.188477
	Iteration 128Q: 3 clusters Score -5497574 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -5497576.500000 Penalty: 3569.188477
	Iteration 129Q: 3 clusters Score -5497576 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -5497588.000000 Penalty: 3569.188477
	Iteration 130Q: 3 clusters Score -5497588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -5497587.500000 Penalty: 3569.188477
	Iteration 131Q: 3 clusters Score -5497588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -5497593.500000 Penalty: 3569.188477
	Iteration 132Q: 3 clusters Score -5497594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -5497591.500000 Penalty: 3569.188477
	Iteration 133Q: 3 clusters Score -5497592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -5497602.000000 Penalty: 3569.188477
	Iteration 134Q: 3 clusters Score -5497602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -5497607.500000 Penalty: 3569.188477
	Iteration 135Q: 3 clusters Score -5497608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -5497616.500000 Penalty: 3569.188477
	Iteration 136Q: 3 clusters Score -5497616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -5497620.000000 Penalty: 3569.188477
	Iteration 137Q: 3 clusters Score -5497620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -5497624.500000 Penalty: 3569.188477
	Iteration 138Q: 3 clusters Score -5497624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -5497622.000000 Penalty: 3569.188477
	Iteration 139Q: 3 clusters Score -5497622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -5497628.000000 Penalty: 3569.188477
	Iteration 140F: 3 clusters Score -5497628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -5497630.500000 Penalty: 3569.188477
	Iteration 141Q: 3 clusters Score -5497630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -5497641.000000 Penalty: 3569.188477
	Iteration 142Q: 3 clusters Score -5497641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -5497640.500000 Penalty: 3569.188477
	Iteration 143Q: 3 clusters Score -5497640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -5497644.500000 Penalty: 3569.188477
	Iteration 144Q: 3 clusters Score -5497644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -5497648.500000 Penalty: 3569.188477
	Iteration 145Q: 3 clusters Score -5497648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -5497646.500000 Penalty: 3569.188477
	Iteration 146Q: 3 clusters Score -5497646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -5497648.500000 Penalty: 3569.188477
	Iteration 147Q: 3 clusters Score -5497648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -5497651.500000 Penalty: 3569.188477
	Iteration 148Q: 3 clusters Score -5497652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -5497649.500000 Penalty: 3569.188477
	Iteration 149Q: 3 clusters Score -5497650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -5497649.500000 Penalty: 3569.188477
	Iteration 150F: 3 clusters Score -5497650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Entering Unmasked Estep 
Score: -2164391.000000 Penalty: 1639.133423
	Iteration 0F: 2 clusters Score -2164391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2148085.000000 Penalty: 3278.266846
	Iteration 0F: 3 clusters Score -2148085 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2154329.750000 Penalty: 3278.266846
	Iteration 1F: 3 clusters Score -2154330 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2154799.000000 Penalty: 3278.266846
	Iteration 2F: 3 clusters Score -2154799 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2155321.000000 Penalty: 3278.266846
	Iteration 3Q: 3 clusters Score -2155321 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2156042.750000 Penalty: 3278.266846
	Iteration 4F: 3 clusters Score -2156043 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2157034.250000 Penalty: 3278.266846
	Iteration 5F: 3 clusters Score -2157034 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2158437.750000 Penalty: 3278.266846
	Iteration 6F: 3 clusters Score -2158438 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2160068.750000 Penalty: 3278.266846
	Iteration 7F: 3 clusters Score -2160069 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2161399.750000 Penalty: 3278.266846
	Iteration 8F: 3 clusters Score -2161400 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2162281.000000 Penalty: 3278.266846
	Iteration 9Q: 3 clusters Score -2162281 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2162670.750000 Penalty: 3278.266846
	Iteration 10Q: 3 clusters Score -2162671 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2162818.250000 Penalty: 3278.266846
	Iteration 11Q: 3 clusters Score -2162818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2162863.750000 Penalty: 3278.266846
	Iteration 12Q: 3 clusters Score -2162864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2162891.000000 Penalty: 3278.266846
	Iteration 13Q: 3 clusters Score -2162891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2162912.500000 Penalty: 3278.266846
	Iteration 14Q: 3 clusters Score -2162912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2162930.000000 Penalty: 3278.266846
	Iteration 15Q: 3 clusters Score -2162930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2162936.250000 Penalty: 3278.266846
	Iteration 16Q: 3 clusters Score -2162936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2162944.000000 Penalty: 3278.266846
	Iteration 17Q: 3 clusters Score -2162944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2162949.000000 Penalty: 3278.266846
	Iteration 18Q: 3 clusters Score -2162949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2162951.750000 Penalty: 3278.266846
	Iteration 19Q: 3 clusters Score -2162952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2162951.750000 Penalty: 3278.266846
	Iteration 20F: 3 clusters Score -2162952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Entering Unmasked Estep 
Score: -3081672.250000 Penalty: 1690.253906
	Iteration 0F: 2 clusters Score -3081672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3059521.750000 Penalty: 3380.507812
	Iteration 0F: 3 clusters Score -3059522 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3068288.500000 Penalty: 3380.507812
	Iteration 1F: 3 clusters Score -3068288 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3068869.500000 Penalty: 3380.507812
	Iteration 2Q: 3 clusters Score -3068870 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -3069564.000000 Penalty: 3380.507812
	Iteration 3F: 3 clusters Score -3069564 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3070399.000000 Penalty: 3380.507812
	Iteration 4F: 3 clusters Score -3070399 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3071462.250000 Penalty: 3380.507812
	Iteration 5F: 3 clusters Score -3071462 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3072813.500000 Penalty: 3380.507812
	Iteration 6F: 3 clusters Score -3072814 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3074466.500000 Penalty: 3380.507812
	Iteration 7F: 3 clusters Score -3074466 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3076015.000000 Penalty: 3380.507812
	Iteration 8F: 3 clusters Score -3076015 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3077036.750000 Penalty: 3380.507812
	Iteration 9Q: 3 clusters Score -3077037 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3077459.750000 Penalty: 3380.507812
	Iteration 10Q: 3 clusters Score -3077460 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3077651.500000 Penalty: 3380.507812
	Iteration 11Q: 3 clusters Score -3077652 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3077807.500000 Penalty: 3380.507812
	Iteration 12Q: 3 clusters Score -3077808 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3077911.750000 Penalty: 3380.507812
	Iteration 13Q: 3 clusters Score -3077912 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3078016.000000 Penalty: 3380.507812
	Iteration 14Q: 3 clusters Score -3078016 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3078105.000000 Penalty: 3380.507812
	Iteration 15Q: 3 clusters Score -3078105 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3078226.250000 Penalty: 3380.507812
	Iteration 16Q: 3 clusters Score -3078226 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3078350.000000 Penalty: 3380.507812
	Iteration 17Q: 3 clusters Score -3078350 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3078504.500000 Penalty: 3380.507812
	Iteration 18Q: 3 clusters Score -3078504 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3078651.750000 Penalty: 3380.507812
	Iteration 19Q: 3 clusters Score -3078652 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3078777.250000 Penalty: 3380.507812
	Iteration 20F: 3 clusters Score -3078777 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3078890.500000 Penalty: 3380.507812
	Iteration 21Q: 3 clusters Score -3078890 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3079028.750000 Penalty: 3380.507812
	Iteration 22Q: 3 clusters Score -3079029 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3079155.500000 Penalty: 3380.507812
	Iteration 23Q: 3 clusters Score -3079156 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -3079268.750000 Penalty: 3380.507812
	Iteration 24Q: 3 clusters Score -3079269 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3079376.250000 Penalty: 3380.507812
	Iteration 25Q: 3 clusters Score -3079376 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3079508.250000 Penalty: 3380.507812
	Iteration 26Q: 3 clusters Score -3079508 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3079621.500000 Penalty: 3380.507812
	Iteration 27Q: 3 clusters Score -3079622 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3079719.250000 Penalty: 3380.507812
	Iteration 28Q: 3 clusters Score -3079719 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3079817.000000 Penalty: 3380.507812
	Iteration 29Q: 3 clusters Score -3079817 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3079890.000000 Penalty: 3380.507812
	Iteration 30Q: 3 clusters Score -3079890 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3079939.750000 Penalty: 3380.507812
	Iteration 31Q: 3 clusters Score -3079940 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3079991.750000 Penalty: 3380.507812
	Iteration 32Q: 3 clusters Score -3079992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3080055.250000 Penalty: 3380.507812
	Iteration 33Q: 3 clusters Score -3080055 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3080104.000000 Penalty: 3380.507812
	Iteration 34Q: 3 clusters Score -3080104 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3080150.250000 Penalty: 3380.507812
	Iteration 35Q: 3 clusters Score -3080150 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3080187.500000 Penalty: 3380.507812
	Iteration 36Q: 3 clusters Score -3080188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3080207.000000 Penalty: 3380.507812
	Iteration 37Q: 3 clusters Score -3080207 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3080242.250000 Penalty: 3380.507812
	Iteration 38Q: 3 clusters Score -3080242 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3080260.500000 Penalty: 3380.507812
	Iteration 39Q: 3 clusters Score -3080260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -3080283.500000 Penalty: 3380.507812
	Iteration 40F: 3 clusters Score -3080284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3080303.000000 Penalty: 3380.507812
	Iteration 41Q: 3 clusters Score -3080303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3080337.000000 Penalty: 3380.507812
	Iteration 42Q: 3 clusters Score -3080337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -3080354.750000 Penalty: 3380.507812
	Iteration 43Q: 3 clusters Score -3080355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -3080371.750000 Penalty: 3380.507812
	Iteration 44Q: 3 clusters Score -3080372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -3080377.000000 Penalty: 3380.507812
	Iteration 45Q: 3 clusters Score -3080377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -3080388.750000 Penalty: 3380.507812
	Iteration 46Q: 3 clusters Score -3080389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -3080411.250000 Penalty: 3380.507812
	Iteration 47Q: 3 clusters Score -3080411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3080421.250000 Penalty: 3380.507812
	Iteration 48Q: 3 clusters Score -3080421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3080423.500000 Penalty: 3380.507812
	Iteration 49Q: 3 clusters Score -3080424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3080434.250000 Penalty: 3380.507812
	Iteration 50Q: 3 clusters Score -3080434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3080440.500000 Penalty: 3380.507812
	Iteration 51Q: 3 clusters Score -3080440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3080447.750000 Penalty: 3380.507812
	Iteration 52Q: 3 clusters Score -3080448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3080446.500000 Penalty: 3380.507812
	Iteration 53Q: 3 clusters Score -3080446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -3080448.250000 Penalty: 3380.507812
	Iteration 54Q: 3 clusters Score -3080448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3080446.500000 Penalty: 3380.507812
	Iteration 55Q: 3 clusters Score -3080446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -3080448.750000 Penalty: 3380.507812
	Iteration 56Q: 3 clusters Score -3080449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3080448.000000 Penalty: 3380.507812
	Iteration 57Q: 3 clusters Score -3080448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -3080450.500000 Penalty: 3380.507812
	Iteration 58Q: 3 clusters Score -3080450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -3080451.000000 Penalty: 3380.507812
	Iteration 59Q: 3 clusters Score -3080451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -3080454.500000 Penalty: 3380.507812
	Iteration 60F: 3 clusters Score -3080454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3080453.000000 Penalty: 3380.507812
	Iteration 61Q: 3 clusters Score -3080453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -3080458.250000 Penalty: 3380.507812
	Iteration 62Q: 3 clusters Score -3080458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -3080458.750000 Penalty: 3380.507812
	Iteration 63Q: 3 clusters Score -3080459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3080462.000000 Penalty: 3380.507812
	Iteration 64Q: 3 clusters Score -3080462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -3080459.250000 Penalty: 3380.507812
	Iteration 65Q: 3 clusters Score -3080459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -3080462.250000 Penalty: 3380.507812
	Iteration 66Q: 3 clusters Score -3080462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3080465.750000 Penalty: 3380.507812
	Iteration 67Q: 3 clusters Score -3080466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -3080466.250000 Penalty: 3380.507812
	Iteration 68Q: 3 clusters Score -3080466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3080472.750000 Penalty: 3380.507812
	Iteration 69Q: 3 clusters Score -3080473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3080469.500000 Penalty: 3380.507812
	Iteration 70Q: 3 clusters Score -3080470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3080476.500000 Penalty: 3380.507812
	Iteration 71Q: 3 clusters Score -3080476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3080475.250000 Penalty: 3380.507812
	Iteration 72Q: 3 clusters Score -3080475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3080476.750000 Penalty: 3380.507812
	Iteration 73Q: 3 clusters Score -3080477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -3080478.250000 Penalty: 3380.507812
	Iteration 74Q: 3 clusters Score -3080478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3080478.250000 Penalty: 3380.507812
	Iteration 75Q: 3 clusters Score -3080478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3080483.000000 Penalty: 3380.507812
	Iteration 76Q: 3 clusters Score -3080483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -3080484.750000 Penalty: 3380.507812
	Iteration 77Q: 3 clusters Score -3080485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -3080482.250000 Penalty: 3380.507812
	Iteration 78Q: 3 clusters Score -3080482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3080486.500000 Penalty: 3380.507812
	Iteration 79Q: 3 clusters Score -3080486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3080491.250000 Penalty: 3380.507812
	Iteration 80F: 3 clusters Score -3080491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3080487.750000 Penalty: 3380.507812
	Iteration 81Q: 3 clusters Score -3080488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3080487.750000 Penalty: 3380.507812
	Iteration 82F: 3 clusters Score -3080488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Entering Unmasked Estep 
Score: -3459386.250000 Penalty: 1709.687866
	Iteration 0F: 2 clusters Score -3459386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3434381.250000 Penalty: 3419.375732
	Iteration 0F: 3 clusters Score -3434381 nChanged 17278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3444101.250000 Penalty: 3419.375732
	Iteration 1F: 3 clusters Score -3444101 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3444458.250000 Penalty: 3419.375732
	Iteration 2Q: 3 clusters Score -3444458 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3444788.250000 Penalty: 3419.375732
	Iteration 3Q: 3 clusters Score -3444788 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3445137.500000 Penalty: 3419.375732
	Iteration 4Q: 3 clusters Score -3445138 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3445493.000000 Penalty: 3419.375732
	Iteration 5Q: 3 clusters Score -3445493 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3445875.750000 Penalty: 3419.375732
	Iteration 6Q: 3 clusters Score -3445876 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3446311.750000 Penalty: 3419.375732
	Iteration 7Q: 3 clusters Score -3446312 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3446792.750000 Penalty: 3419.375732
	Iteration 8Q: 3 clusters Score -3446793 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3447367.500000 Penalty: 3419.375732
	Iteration 9Q: 3 clusters Score -3447368 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3448155.000000 Penalty: 3419.375732
	Iteration 10Q: 3 clusters Score -3448155 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3449143.000000 Penalty: 3419.375732
	Iteration 11Q: 3 clusters Score -3449143 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3450369.000000 Penalty: 3419.375732
	Iteration 12F: 3 clusters Score -3450369 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3451644.000000 Penalty: 3419.375732
	Iteration 13F: 3 clusters Score -3451644 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3452785.500000 Penalty: 3419.375732
	Iteration 14Q: 3 clusters Score -3452786 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3453603.000000 Penalty: 3419.375732
	Iteration 15Q: 3 clusters Score -3453603 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3454097.500000 Penalty: 3419.375732
	Iteration 16Q: 3 clusters Score -3454098 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3454481.500000 Penalty: 3419.375732
	Iteration 17Q: 3 clusters Score -3454482 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3454721.000000 Penalty: 3419.375732
	Iteration 18Q: 3 clusters Score -3454721 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3454922.000000 Penalty: 3419.375732
	Iteration 19Q: 3 clusters Score -3454922 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3455077.500000 Penalty: 3419.375732
	Iteration 20F: 3 clusters Score -3455078 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3455224.750000 Penalty: 3419.375732
	Iteration 21Q: 3 clusters Score -3455225 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3455364.000000 Penalty: 3419.375732
	Iteration 22Q: 3 clusters Score -3455364 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3455486.250000 Penalty: 3419.375732
	Iteration 23Q: 3 clusters Score -3455486 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3455590.500000 Penalty: 3419.375732
	Iteration 24Q: 3 clusters Score -3455590 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3455715.750000 Penalty: 3419.375732
	Iteration 25Q: 3 clusters Score -3455716 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3455833.250000 Penalty: 3419.375732
	Iteration 26Q: 3 clusters Score -3455833 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3455947.000000 Penalty: 3419.375732
	Iteration 27Q: 3 clusters Score -3455947 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3456073.750000 Penalty: 3419.375732
	Iteration 28Q: 3 clusters Score -3456074 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3456198.750000 Penalty: 3419.375732
	Iteration 29Q: 3 clusters Score -3456199 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3456338.250000 Penalty: 3419.375732
	Iteration 30Q: 3 clusters Score -3456338 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3456464.000000 Penalty: 3419.375732
	Iteration 31Q: 3 clusters Score -3456464 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3456611.750000 Penalty: 3419.375732
	Iteration 32Q: 3 clusters Score -3456612 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3456762.750000 Penalty: 3419.375732
	Iteration 33Q: 3 clusters Score -3456763 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3456892.750000 Penalty: 3419.375732
	Iteration 34Q: 3 clusters Score -3456893 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3457012.500000 Penalty: 3419.375732
	Iteration 35Q: 3 clusters Score -3457012 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3457119.250000 Penalty: 3419.375732
	Iteration 36Q: 3 clusters Score -3457119 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3457220.000000 Penalty: 3419.375732
	Iteration 37Q: 3 clusters Score -3457220 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3457260.000000 Penalty: 3419.375732
	Iteration 38Q: 3 clusters Score -3457260 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3457326.250000 Penalty: 3419.375732
	Iteration 39Q: 3 clusters Score -3457326 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3457394.000000 Penalty: 3419.375732
	Iteration 40F: 3 clusters Score -3457394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3457444.750000 Penalty: 3419.375732
	Iteration 41Q: 3 clusters Score -3457445 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3457474.500000 Penalty: 3419.375732
	Iteration 42Q: 3 clusters Score -3457474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3457511.250000 Penalty: 3419.375732
	Iteration 43Q: 3 clusters Score -3457511 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3457551.750000 Penalty: 3419.375732
	Iteration 44Q: 3 clusters Score -3457552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3457576.250000 Penalty: 3419.375732
	Iteration 45Q: 3 clusters Score -3457576 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3457604.000000 Penalty: 3419.375732
	Iteration 46Q: 3 clusters Score -3457604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3457636.250000 Penalty: 3419.375732
	Iteration 47Q: 3 clusters Score -3457636 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3457676.500000 Penalty: 3419.375732
	Iteration 48Q: 3 clusters Score -3457676 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3457733.500000 Penalty: 3419.375732
	Iteration 49Q: 3 clusters Score -3457734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3457769.500000 Penalty: 3419.375732
	Iteration 50Q: 3 clusters Score -3457770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3457799.250000 Penalty: 3419.375732
	Iteration 51Q: 3 clusters Score -3457799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3457815.250000 Penalty: 3419.375732
	Iteration 52Q: 3 clusters Score -3457815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3457841.000000 Penalty: 3419.375732
	Iteration 53Q: 3 clusters Score -3457841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3457851.500000 Penalty: 3419.375732
	Iteration 54Q: 3 clusters Score -3457852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3457879.750000 Penalty: 3419.375732
	Iteration 55Q: 3 clusters Score -3457880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3457886.000000 Penalty: 3419.375732
	Iteration 56Q: 3 clusters Score -3457886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3457895.750000 Penalty: 3419.375732
	Iteration 57Q: 3 clusters Score -3457896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3457914.500000 Penalty: 3419.375732
	Iteration 58Q: 3 clusters Score -3457914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3457924.500000 Penalty: 3419.375732
	Iteration 59Q: 3 clusters Score -3457924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3457933.250000 Penalty: 3419.375732
	Iteration 60F: 3 clusters Score -3457933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3457952.500000 Penalty: 3419.375732
	Iteration 61Q: 3 clusters Score -3457952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3457957.750000 Penalty: 3419.375732
	Iteration 62Q: 3 clusters Score -3457958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3457963.750000 Penalty: 3419.375732
	Iteration 63Q: 3 clusters Score -3457964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3457972.250000 Penalty: 3419.375732
	Iteration 64Q: 3 clusters Score -3457972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3457972.750000 Penalty: 3419.375732
	Iteration 65Q: 3 clusters Score -3457973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3457964.500000 Penalty: 3419.375732
	Iteration 66Q: 3 clusters Score -3457964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3457968.250000 Penalty: 3419.375732
	Iteration 67Q: 3 clusters Score -3457968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3457976.500000 Penalty: 3419.375732
	Iteration 68Q: 3 clusters Score -3457976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3457979.250000 Penalty: 3419.375732
	Iteration 69Q: 3 clusters Score -3457979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3457979.750000 Penalty: 3419.375732
	Iteration 70Q: 3 clusters Score -3457980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3457984.500000 Penalty: 3419.375732
	Iteration 71Q: 3 clusters Score -3457984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3457981.000000 Penalty: 3419.375732
	Iteration 72Q: 3 clusters Score -3457981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3457980.000000 Penalty: 3419.375732
	Iteration 73Q: 3 clusters Score -3457980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3457983.250000 Penalty: 3419.375732
	Iteration 74Q: 3 clusters Score -3457983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3457985.500000 Penalty: 3419.375732
	Iteration 75Q: 3 clusters Score -3457986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3457984.500000 Penalty: 3419.375732
	Iteration 76Q: 3 clusters Score -3457984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3457986.250000 Penalty: 3419.375732
	Iteration 77Q: 3 clusters Score -3457986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3457988.750000 Penalty: 3419.375732
	Iteration 78Q: 3 clusters Score -3457989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3457989.250000 Penalty: 3419.375732
	Iteration 79Q: 3 clusters Score -3457989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3457988.500000 Penalty: 3419.375732
	Iteration 80F: 3 clusters Score -3457988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3457991.250000 Penalty: 3419.375732
	Iteration 81Q: 3 clusters Score -3457991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3457994.250000 Penalty: 3419.375732
	Iteration 82Q: 3 clusters Score -3457994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3457997.500000 Penalty: 3419.375732
	Iteration 83Q: 3 clusters Score -3457998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3457997.000000 Penalty: 3419.375732
	Iteration 84Q: 3 clusters Score -3457997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3458000.250000 Penalty: 3419.375732
	Iteration 85Q: 3 clusters Score -3458000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3458004.500000 Penalty: 3419.375732
	Iteration 86Q: 3 clusters Score -3458004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3458003.500000 Penalty: 3419.375732
	Iteration 87Q: 3 clusters Score -3458004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3458009.750000 Penalty: 3419.375732
	Iteration 88Q: 3 clusters Score -3458010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3458008.750000 Penalty: 3419.375732
	Iteration 89Q: 3 clusters Score -3458009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3458009.750000 Penalty: 3419.375732
	Iteration 90Q: 3 clusters Score -3458010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3458007.250000 Penalty: 3419.375732
	Iteration 91Q: 3 clusters Score -3458007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3458006.750000 Penalty: 3419.375732
	Iteration 92Q: 3 clusters Score -3458007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3458006.750000 Penalty: 3419.375732
	Iteration 93F: 3 clusters Score -3458007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Entering Unmasked Estep 
Score: -3865206.500000 Penalty: 1727.614014
	Iteration 0F: 2 clusters Score -3865206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3837461.000000 Penalty: 3455.228027
	Iteration 0F: 3 clusters Score -3837461 nChanged 19366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3848354.750000 Penalty: 3455.228027
	Iteration 1F: 3 clusters Score -3848355 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3848718.500000 Penalty: 3455.228027
	Iteration 2Q: 3 clusters Score -3848718 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3849074.250000 Penalty: 3455.228027
	Iteration 3Q: 3 clusters Score -3849074 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3849487.500000 Penalty: 3455.228027
	Iteration 4Q: 3 clusters Score -3849488 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3849996.500000 Penalty: 3455.228027
	Iteration 5Q: 3 clusters Score -3849996 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3850764.500000 Penalty: 3455.228027
	Iteration 6Q: 3 clusters Score -3850764 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3851801.750000 Penalty: 3455.228027
	Iteration 7Q: 3 clusters Score -3851802 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3853249.500000 Penalty: 3455.228027
	Iteration 8F: 3 clusters Score -3853250 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3855001.250000 Penalty: 3455.228027
	Iteration 9F: 3 clusters Score -3855001 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3856817.250000 Penalty: 3455.228027
	Iteration 10F: 3 clusters Score -3856817 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3858434.000000 Penalty: 3455.228027
	Iteration 11Q: 3 clusters Score -3858434 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -3859708.250000 Penalty: 3455.228027
	Iteration 12Q: 3 clusters Score -3859708 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -3860590.500000 Penalty: 3455.228027
	Iteration 13Q: 3 clusters Score -3860590 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -3861251.500000 Penalty: 3455.228027
	Iteration 14Q: 3 clusters Score -3861252 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -3861714.250000 Penalty: 3455.228027
	Iteration 15Q: 3 clusters Score -3861714 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -3862092.250000 Penalty: 3455.228027
	Iteration 16Q: 3 clusters Score -3862092 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -3862391.000000 Penalty: 3455.228027
	Iteration 17Q: 3 clusters Score -3862391 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -3862612.750000 Penalty: 3455.228027
	Iteration 18Q: 3 clusters Score -3862613 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -3862783.000000 Penalty: 3455.228027
	Iteration 19Q: 3 clusters Score -3862783 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -3862933.250000 Penalty: 3455.228027
	Iteration 20F: 3 clusters Score -3862933 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -3863063.500000 Penalty: 3455.228027
	Iteration 21Q: 3 clusters Score -3863064 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -3863167.750000 Penalty: 3455.228027
	Iteration 22Q: 3 clusters Score -3863168 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -3863232.500000 Penalty: 3455.228027
	Iteration 23Q: 3 clusters Score -3863232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -3863307.250000 Penalty: 3455.228027
	Iteration 24Q: 3 clusters Score -3863307 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -3863373.250000 Penalty: 3455.228027
	Iteration 25Q: 3 clusters Score -3863373 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -3863432.250000 Penalty: 3455.228027
	Iteration 26Q: 3 clusters Score -3863432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -3863480.000000 Penalty: 3455.228027
	Iteration 27Q: 3 clusters Score -3863480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -3863528.500000 Penalty: 3455.228027
	Iteration 28Q: 3 clusters Score -3863528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -3863548.000000 Penalty: 3455.228027
	Iteration 29Q: 3 clusters Score -3863548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -3863570.500000 Penalty: 3455.228027
	Iteration 30Q: 3 clusters Score -3863570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -3863586.000000 Penalty: 3455.228027
	Iteration 31Q: 3 clusters Score -3863586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -3863598.250000 Penalty: 3455.228027
	Iteration 32Q: 3 clusters Score -3863598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -3863610.750000 Penalty: 3455.228027
	Iteration 33Q: 3 clusters Score -3863611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -3863618.750000 Penalty: 3455.228027
	Iteration 34Q: 3 clusters Score -3863619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -3863626.500000 Penalty: 3455.228027
	Iteration 35Q: 3 clusters Score -3863626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -3863632.500000 Penalty: 3455.228027
	Iteration 36Q: 3 clusters Score -3863632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -3863639.250000 Penalty: 3455.228027
	Iteration 37Q: 3 clusters Score -3863639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -3863642.000000 Penalty: 3455.228027
	Iteration 38Q: 3 clusters Score -3863642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -3863650.000000 Penalty: 3455.228027
	Iteration 39Q: 3 clusters Score -3863650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -3863658.500000 Penalty: 3455.228027
	Iteration 40F: 3 clusters Score -3863658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -3863658.500000 Penalty: 3455.228027
	Iteration 41Q: 3 clusters Score -3863658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -3863656.750000 Penalty: 3455.228027
	Iteration 42Q: 3 clusters Score -3863657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -3863673.500000 Penalty: 3455.228027
	Iteration 43Q: 3 clusters Score -3863674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -3863680.000000 Penalty: 3455.228027
	Iteration 44Q: 3 clusters Score -3863680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -3863687.500000 Penalty: 3455.228027
	Iteration 45Q: 3 clusters Score -3863688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -3863693.500000 Penalty: 3455.228027
	Iteration 46Q: 3 clusters Score -3863694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -3863705.000000 Penalty: 3455.228027
	Iteration 47Q: 3 clusters Score -3863705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -3863708.000000 Penalty: 3455.228027
	Iteration 48Q: 3 clusters Score -3863708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -3863713.000000 Penalty: 3455.228027
	Iteration 49Q: 3 clusters Score -3863713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -3863717.750000 Penalty: 3455.228027
	Iteration 50Q: 3 clusters Score -3863718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -3863720.500000 Penalty: 3455.228027
	Iteration 51Q: 3 clusters Score -3863720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -3863721.250000 Penalty: 3455.228027
	Iteration 52Q: 3 clusters Score -3863721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -3863728.000000 Penalty: 3455.228027
	Iteration 53Q: 3 clusters Score -3863728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -3863733.750000 Penalty: 3455.228027
	Iteration 54Q: 3 clusters Score -3863734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -3863739.750000 Penalty: 3455.228027
	Iteration 55Q: 3 clusters Score -3863740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -3863747.250000 Penalty: 3455.228027
	Iteration 56Q: 3 clusters Score -3863747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -3863749.250000 Penalty: 3455.228027
	Iteration 57Q: 3 clusters Score -3863749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -3863751.750000 Penalty: 3455.228027
	Iteration 58Q: 3 clusters Score -3863752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -3863761.750000 Penalty: 3455.228027
	Iteration 59Q: 3 clusters Score -3863762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -3863766.000000 Penalty: 3455.228027
	Iteration 60F: 3 clusters Score -3863766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -3863770.000000 Penalty: 3455.228027
	Iteration 61Q: 3 clusters Score -3863770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -3863782.500000 Penalty: 3455.228027
	Iteration 62Q: 3 clusters Score -3863782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -3863779.500000 Penalty: 3455.228027
	Iteration 63Q: 3 clusters Score -3863780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -3863781.000000 Penalty: 3455.228027
	Iteration 64Q: 3 clusters Score -3863781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -3863784.500000 Penalty: 3455.228027
	Iteration 65Q: 3 clusters Score -3863784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -3863789.500000 Penalty: 3455.228027
	Iteration 66Q: 3 clusters Score -3863790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -3863785.500000 Penalty: 3455.228027
	Iteration 67Q: 3 clusters Score -3863786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -3863783.250000 Penalty: 3455.228027
	Iteration 68Q: 3 clusters Score -3863783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -3863786.250000 Penalty: 3455.228027
	Iteration 69Q: 3 clusters Score -3863786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -3863791.750000 Penalty: 3455.228027
	Iteration 70Q: 3 clusters Score -3863792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -3863795.250000 Penalty: 3455.228027
	Iteration 71Q: 3 clusters Score -3863795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -3863794.750000 Penalty: 3455.228027
	Iteration 72Q: 3 clusters Score -3863795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -3863797.750000 Penalty: 3455.228027
	Iteration 73Q: 3 clusters Score -3863798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -3863800.250000 Penalty: 3455.228027
	Iteration 74Q: 3 clusters Score -3863800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -3863805.250000 Penalty: 3455.228027
	Iteration 75Q: 3 clusters Score -3863805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -3863804.500000 Penalty: 3455.228027
	Iteration 76Q: 3 clusters Score -3863804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -3863804.000000 Penalty: 3455.228027
	Iteration 77Q: 3 clusters Score -3863804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -3863804.750000 Penalty: 3455.228027
	Iteration 78Q: 3 clusters Score -3863805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -3863805.000000 Penalty: 3455.228027
	Iteration 79Q: 3 clusters Score -3863805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -3863806.250000 Penalty: 3455.228027
	Iteration 80F: 3 clusters Score -3863806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -3863807.250000 Penalty: 3455.228027
	Iteration 81Q: 3 clusters Score -3863807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -3863807.250000 Penalty: 3455.228027
	Iteration 82F: 3 clusters Score -3863807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (314680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314680 members 
Entering Unmasked Estep 
Score: -28802548.000000 Penalty: 2057.138184
	Iteration 0F: 2 clusters Score -2.880255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -28599268.000000 Penalty: 4114.276367
	Iteration 0F: 3 clusters Score -2.859927e+07 nChanged 153008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 164003 members 
Entering Unmasked Estep 
Score: -28691220.000000 Penalty: 4114.276367
	Iteration 1F: 3 clusters Score -2.869122e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146655 members 
Mstep: Class 2 contains 168025 members 
Entering Unmasked Estep 
Score: -28692714.000000 Penalty: 4114.276367
	Iteration 2Q: 3 clusters Score -2.869271e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140452 members 
Mstep: Class 2 contains 174228 members 
Entering Unmasked Estep 
Score: -28695114.000000 Penalty: 4114.276367
	Iteration 3Q: 3 clusters Score -2.869511e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130989 members 
Mstep: Class 2 contains 183691 members 
Entering Unmasked Estep 
Score: -28699484.000000 Penalty: 4114.276367
	Iteration 4Q: 3 clusters Score -2.869948e+07 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 197646 members 
Entering Unmasked Estep 
Score: -28707116.000000 Penalty: 4114.276367
	Iteration 5F: 3 clusters Score -2.870712e+07 nChanged 20208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98024 members 
Mstep: Class 2 contains 216656 members 
Entering Unmasked Estep 
Score: -28720528.000000 Penalty: 4114.276367
	Iteration 6F: 3 clusters Score -2.872053e+07 nChanged 23810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 239740 members 
Entering Unmasked Estep 
Score: -28739280.000000 Penalty: 4114.276367
	Iteration 7F: 3 clusters Score -2.873928e+07 nChanged 23169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 262531 members 
Entering Unmasked Estep 
Score: -28759710.000000 Penalty: 4114.276367
	Iteration 8F: 3 clusters Score -2.875971e+07 nChanged 18401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 280682 members 
Entering Unmasked Estep 
Score: -28776408.000000 Penalty: 4114.276367
	Iteration 9F: 3 clusters Score -2.877641e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 292951 members 
Entering Unmasked Estep 
Score: -28788272.000000 Penalty: 4114.276367
	Iteration 10Q: 3 clusters Score -2.878827e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 301905 members 
Entering Unmasked Estep 
Score: -28795116.000000 Penalty: 4114.276367
	Iteration 11Q: 3 clusters Score -2.879512e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 308073 members 
Entering Unmasked Estep 
Score: -28798560.000000 Penalty: 4114.276367
	Iteration 12Q: 3 clusters Score -2.879856e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 311564 members 
Entering Unmasked Estep 
Score: -28799880.000000 Penalty: 4114.276367
	Iteration 13Q: 3 clusters Score -2.879988e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 313277 members 
Entering Unmasked Estep 
Score: -28800544.000000 Penalty: 4114.276367
	Iteration 14Q: 3 clusters Score -2.880054e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 313936 members 
Entering Unmasked Estep 
Score: -28800750.000000 Penalty: 4114.276367
	Iteration 15Q: 3 clusters Score -2.880075e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 314184 members 
Entering Unmasked Estep 
Score: -28800856.000000 Penalty: 4114.276367
	Iteration 16Q: 3 clusters Score -2.880086e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 314280 members 
Entering Unmasked Estep 
Score: -28800870.000000 Penalty: 4114.276367
	Iteration 17Q: 3 clusters Score -2.880087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 314318 members 
Entering Unmasked Estep 
Score: -28800908.000000 Penalty: 4114.276367
	Iteration 18Q: 3 clusters Score -2.880091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 314341 members 
Entering Unmasked Estep 
Score: -28800920.000000 Penalty: 4114.276367
	Iteration 19Q: 3 clusters Score -2.880092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 314358 members 
Entering Unmasked Estep 
Score: -28800914.000000 Penalty: 4114.276367
	Iteration 20F: 3 clusters Score -2.880091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314363 members 
Entering Unmasked Estep 
Score: -28800916.000000 Penalty: 4114.276367
	Iteration 21Q: 3 clusters Score -2.880092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314367 members 
Entering Unmasked Estep 
Score: -28800916.000000 Penalty: 4114.276367
	Iteration 22Q: 3 clusters Score -2.880092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314371 members 
Entering Unmasked Estep 
Score: -28800928.000000 Penalty: 4114.276367
	Iteration 23Q: 3 clusters Score -2.880093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 314373 members 
Entering Unmasked Estep 
Score: -28800944.000000 Penalty: 4114.276367
	Iteration 24Q: 3 clusters Score -2.880094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 314379 members 
Entering Unmasked Estep 
Score: -28800960.000000 Penalty: 4114.276367
	Iteration 25Q: 3 clusters Score -2.880096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 314379 members 
Entering Unmasked Estep 
Score: -28800988.000000 Penalty: 4114.276367
	Iteration 26Q: 3 clusters Score -2.880099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 314381 members 
Entering Unmasked Estep 
Score: -28800972.000000 Penalty: 4114.276367
	Iteration 27Q: 3 clusters Score -2.880097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 314381 members 
Entering Unmasked Estep 
Score: -28800972.000000 Penalty: 4114.276367
	Iteration 28F: 3 clusters Score -2.880097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Entering Unmasked Estep 
Score: -1123302.125000 Penalty: 1524.236084
	Iteration 0F: 2 clusters Score -1123302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1114990.125000 Penalty: 3048.472168
	Iteration 0F: 3 clusters Score -1114990 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1117713.000000 Penalty: 3048.472168
	Iteration 1F: 3 clusters Score -1117713 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1118003.250000 Penalty: 3048.472168
	Iteration 2F: 3 clusters Score -1118003 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1118210.375000 Penalty: 3048.472168
	Iteration 3Q: 3 clusters Score -1118210 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1118382.125000 Penalty: 3048.472168
	Iteration 4Q: 3 clusters Score -1118382 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1118546.625000 Penalty: 3048.472168
	Iteration 5Q: 3 clusters Score -1118547 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1118737.500000 Penalty: 3048.472168
	Iteration 6Q: 3 clusters Score -1118738 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1118971.375000 Penalty: 3048.472168
	Iteration 7Q: 3 clusters Score -1118971 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1119299.500000 Penalty: 3048.472168
	Iteration 8Q: 3 clusters Score -1119300 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1119674.750000 Penalty: 3048.472168
	Iteration 9F: 3 clusters Score -1119675 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1120097.125000 Penalty: 3048.472168
	Iteration 10F: 3 clusters Score -1120097 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1120507.375000 Penalty: 3048.472168
	Iteration 11Q: 3 clusters Score -1120507 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1120877.125000 Penalty: 3048.472168
	Iteration 12Q: 3 clusters Score -1120877 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1121222.625000 Penalty: 3048.472168
	Iteration 13Q: 3 clusters Score -1121223 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1121474.625000 Penalty: 3048.472168
	Iteration 14Q: 3 clusters Score -1121475 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1121659.750000 Penalty: 3048.472168
	Iteration 15Q: 3 clusters Score -1121660 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1121770.625000 Penalty: 3048.472168
	Iteration 16Q: 3 clusters Score -1121771 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1121841.750000 Penalty: 3048.472168
	Iteration 17Q: 3 clusters Score -1121842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1121888.500000 Penalty: 3048.472168
	Iteration 18Q: 3 clusters Score -1121888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1121923.250000 Penalty: 3048.472168
	Iteration 19Q: 3 clusters Score -1121923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1121943.875000 Penalty: 3048.472168
	Iteration 20F: 3 clusters Score -1121944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1121951.000000 Penalty: 3048.472168
	Iteration 21Q: 3 clusters Score -1121951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1121969.250000 Penalty: 3048.472168
	Iteration 22Q: 3 clusters Score -1121969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1121985.625000 Penalty: 3048.472168
	Iteration 23Q: 3 clusters Score -1121986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1121997.500000 Penalty: 3048.472168
	Iteration 24Q: 3 clusters Score -1121998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1122005.000000 Penalty: 3048.472168
	Iteration 25Q: 3 clusters Score -1122005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1122018.750000 Penalty: 3048.472168
	Iteration 26Q: 3 clusters Score -1122019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1122027.875000 Penalty: 3048.472168
	Iteration 27Q: 3 clusters Score -1122028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1122038.000000 Penalty: 3048.472168
	Iteration 28Q: 3 clusters Score -1122038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1122045.875000 Penalty: 3048.472168
	Iteration 29Q: 3 clusters Score -1122046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1122051.875000 Penalty: 3048.472168
	Iteration 30Q: 3 clusters Score -1122052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1122054.500000 Penalty: 3048.472168
	Iteration 31Q: 3 clusters Score -1122054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1122060.000000 Penalty: 3048.472168
	Iteration 32Q: 3 clusters Score -1122060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1122062.500000 Penalty: 3048.472168
	Iteration 33Q: 3 clusters Score -1122062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1122068.500000 Penalty: 3048.472168
	Iteration 34Q: 3 clusters Score -1122068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1122075.125000 Penalty: 3048.472168
	Iteration 35Q: 3 clusters Score -1122075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1122081.500000 Penalty: 3048.472168
	Iteration 36Q: 3 clusters Score -1122082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1122088.375000 Penalty: 3048.472168
	Iteration 37Q: 3 clusters Score -1122088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1122100.250000 Penalty: 3048.472168
	Iteration 38Q: 3 clusters Score -1122100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1122111.500000 Penalty: 3048.472168
	Iteration 39Q: 3 clusters Score -1122112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1122117.000000 Penalty: 3048.472168
	Iteration 40F: 3 clusters Score -1122117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1122123.625000 Penalty: 3048.472168
	Iteration 41Q: 3 clusters Score -1122124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1122125.625000 Penalty: 3048.472168
	Iteration 42Q: 3 clusters Score -1122126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1122127.625000 Penalty: 3048.472168
	Iteration 43Q: 3 clusters Score -1122128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1122133.750000 Penalty: 3048.472168
	Iteration 44Q: 3 clusters Score -1122134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1122137.250000 Penalty: 3048.472168
	Iteration 45Q: 3 clusters Score -1122137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1122143.125000 Penalty: 3048.472168
	Iteration 46Q: 3 clusters Score -1122143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1122143.000000 Penalty: 3048.472168
	Iteration 47Q: 3 clusters Score -1122143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1122143.250000 Penalty: 3048.472168
	Iteration 48Q: 3 clusters Score -1122143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1122144.625000 Penalty: 3048.472168
	Iteration 49Q: 3 clusters Score -1122145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1122147.625000 Penalty: 3048.472168
	Iteration 50Q: 3 clusters Score -1122148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1122149.625000 Penalty: 3048.472168
	Iteration 51Q: 3 clusters Score -1122150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1122153.000000 Penalty: 3048.472168
	Iteration 52Q: 3 clusters Score -1122153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1122154.500000 Penalty: 3048.472168
	Iteration 53Q: 3 clusters Score -1122154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1122155.125000 Penalty: 3048.472168
	Iteration 54Q: 3 clusters Score -1122155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1122155.750000 Penalty: 3048.472168
	Iteration 55Q: 3 clusters Score -1122156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1122156.250000 Penalty: 3048.472168
	Iteration 56Q: 3 clusters Score -1122156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1122156.250000 Penalty: 3048.472168
	Iteration 57F: 3 clusters Score -1122156 nChanged 0
--- Evaluating fit on full set of 1807784 points ---
Entering Unmasked Estep 
Score: -164108288.000000 Penalty: 28094.845703
23->13 Clusters: Score -164108288.000000, best is -164286240.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 602594 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 26191 members 
Mstep: Class 3 contains 26185 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 26454 members 
Mstep: Class 6 contains 26355 members 
Mstep: Class 7 contains 26158 members 
Mstep: Class 8 contains 26498 members 
Mstep: Class 9 contains 25922 members 
Mstep: Class 10 contains 26398 members 
Mstep: Class 11 contains 25948 members 
Mstep: Class 12 contains 26357 members 
Mstep: Class 13 contains 26115 members 
Mstep: Class 14 contains 25971 members 
Mstep: Class 15 contains 26293 members 
Mstep: Class 16 contains 26089 members 
Mstep: Class 17 contains 26374 members 
Mstep: Class 18 contains 26333 members 
Mstep: Class 19 contains 26229 members 
Mstep: Class 20 contains 26571 members 
Mstep: Class 21 contains 25936 members 
Mstep: Class 22 contains 26367 members 
Mstep: Class 23 contains 25836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 655.664917 but Gain 2162.710938
Score: -52428068.000000 Penalty: 47579.671875
Iteration 0F: 23 clusters Score -5.242807e+07 nChanged 571324
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 16585 members 
Mstep: Class 4 contains 18709 members 
Mstep: Class 5 contains 24149 members 
Mstep: Class 6 contains 25066 members 
Mstep: Class 7 contains 18250 members 
Mstep: Class 8 contains 36834 members 
Mstep: Class 9 contains 21501 members 
Mstep: Class 10 contains 30681 members 
Mstep: Class 11 contains 31556 members 
Mstep: Class 12 contains 39927 members 
Mstep: Class 13 contains 21512 members 
Mstep: Class 14 contains 30037 members 
Mstep: Class 15 contains 25930 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 42193 members 
Mstep: Class 18 contains 23622 members 
Mstep: Class 19 contains 33496 members 
Mstep: Class 20 contains 37046 members 
Mstep: Class 21 contains 23356 members 
Mstep: Class 22 contains 27723 members 
Mstep: Class 23 contains 25810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53721220.000000 Penalty: 47579.671875
Iteration 1F: 23 clusters Score -5.372122e+07 nChanged 143586
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 13061 members 
Mstep: Class 4 contains 14383 members 
Mstep: Class 5 contains 20977 members 
Mstep: Class 6 contains 24418 members 
Mstep: Class 7 contains 14402 members 
Mstep: Class 8 contains 40606 members 
Mstep: Class 9 contains 20405 members 
Mstep: Class 10 contains 32949 members 
Mstep: Class 11 contains 35040 members 
Mstep: Class 12 contains 46846 members 
Mstep: Class 13 contains 18308 members 
Mstep: Class 14 contains 32898 members 
Mstep: Class 15 contains 20885 members 
Mstep: Class 16 contains 19212 members 
Mstep: Class 17 contains 49037 members 
Mstep: Class 18 contains 21715 members 
Mstep: Class 19 contains 34782 members 
Mstep: Class 20 contains 42910 members 
Mstep: Class 21 contains 19039 members 
Mstep: Class 22 contains 29566 members 
Mstep: Class 23 contains 24778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53858228.000000 Penalty: 47579.671875
Iteration 2F: 23 clusters Score -5.385823e+07 nChanged 116829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 10502 members 
Mstep: Class 4 contains 11663 members 
Mstep: Class 5 contains 18735 members 
Mstep: Class 6 contains 22849 members 
Mstep: Class 7 contains 12536 members 
Mstep: Class 8 contains 44956 members 
Mstep: Class 9 contains 18659 members 
Mstep: Class 10 contains 35164 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 50576 members 
Mstep: Class 13 contains 15979 members 
Mstep: Class 14 contains 34409 members 
Mstep: Class 15 contains 15475 members 
Mstep: Class 16 contains 16893 members 
Mstep: Class 17 contains 53037 members 
Mstep: Class 18 contains 20232 members 
Mstep: Class 19 contains 36489 members 
Mstep: Class 20 contains 46834 members 
Mstep: Class 21 contains 16820 members 
Mstep: Class 22 contains 31240 members 
Mstep: Class 23 contains 27089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53954572.000000 Penalty: 47579.671875
Iteration 3F: 23 clusters Score -5.395457e+07 nChanged 99072
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 8281 members 
Mstep: Class 4 contains 10119 members 
Mstep: Class 5 contains 17940 members 
Mstep: Class 6 contains 20556 members 
Mstep: Class 7 contains 11728 members 
Mstep: Class 8 contains 49596 members 
Mstep: Class 9 contains 16508 members 
Mstep: Class 10 contains 36458 members 
Mstep: Class 11 contains 35488 members 
Mstep: Class 12 contains 52400 members 
Mstep: Class 13 contains 14459 members 
Mstep: Class 14 contains 35288 members 
Mstep: Class 15 contains 11310 members 
Mstep: Class 16 contains 15683 members 
Mstep: Class 17 contains 54674 members 
Mstep: Class 18 contains 18478 members 
Mstep: Class 19 contains 38667 members 
Mstep: Class 20 contains 49289 members 
Mstep: Class 21 contains 15857 members 
Mstep: Class 22 contains 32008 members 
Mstep: Class 23 contains 32390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030992.000000 Penalty: 47579.671875
Iteration 4F: 23 clusters Score -5.403099e+07 nChanged 88053
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 6227 members 
Mstep: Class 4 contains 8934 members 
Mstep: Class 5 contains 17504 members 
Mstep: Class 6 contains 17654 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 54299 members 
Mstep: Class 9 contains 14496 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 33874 members 
Mstep: Class 12 contains 53272 members 
Mstep: Class 13 contains 13437 members 
Mstep: Class 14 contains 36345 members 
Mstep: Class 15 contains 8700 members 
Mstep: Class 16 contains 15285 members 
Mstep: Class 17 contains 54731 members 
Mstep: Class 18 contains 16302 members 
Mstep: Class 19 contains 41472 members 
Mstep: Class 20 contains 50761 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 32265 members 
Mstep: Class 23 contains 39884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54094616.000000 Penalty: 47579.671875
Iteration 5F: 23 clusters Score -5.409462e+07 nChanged 79969
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 16609 members 
Mstep: Class 6 contains 14486 members 
Mstep: Class 7 contains 10895 members 
Mstep: Class 8 contains 59130 members 
Mstep: Class 9 contains 13040 members 
Mstep: Class 10 contains 35904 members 
Mstep: Class 11 contains 31529 members 
Mstep: Class 12 contains 53899 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 37861 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 15736 members 
Mstep: Class 17 contains 53559 members 
Mstep: Class 18 contains 13915 members 
Mstep: Class 19 contains 44959 members 
Mstep: Class 20 contains 51245 members 
Mstep: Class 21 contains 14825 members 
Mstep: Class 22 contains 32376 members 
Mstep: Class 23 contains 48742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54151848.000000 Penalty: 47579.671875
Iteration 6F: 23 clusters Score -5.415185e+07 nChanged 75062
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 4 contains 6290 members 
Mstep: Class 5 contains 15192 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 10132 members 
Mstep: Class 8 contains 64110 members 
Mstep: Class 9 contains 11977 members 
Mstep: Class 10 contains 34057 members 
Mstep: Class 11 contains 28493 members 
Mstep: Class 12 contains 54471 members 
Mstep: Class 13 contains 12052 members 
Mstep: Class 14 contains 40002 members 
Mstep: Class 15 contains 6893 members 
Mstep: Class 16 contains 16671 members 
Mstep: Class 17 contains 51375 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 49393 members 
Mstep: Class 20 contains 51204 members 
Mstep: Class 21 contains 14333 members 
Mstep: Class 22 contains 32647 members 
Mstep: Class 23 contains 58187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1995.800903 but Gain 2162.710938
Score: -54204380.000000 Penalty: 45416.960938
Iteration 7F: 22 clusters Score -5.420438e+07 nChanged 71948
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 4 contains 4984 members 
Mstep: Class 5 contains 13322 members 
Mstep: Class 6 contains 8440 members 
Mstep: Class 7 contains 9233 members 
Mstep: Class 8 contains 69595 members 
Mstep: Class 9 contains 11308 members 
Mstep: Class 10 contains 31723 members 
Mstep: Class 11 contains 24822 members 
Mstep: Class 12 contains 55143 members 
Mstep: Class 13 contains 11388 members 
Mstep: Class 14 contains 42696 members 
Mstep: Class 15 contains 6470 members 
Mstep: Class 16 contains 17987 members 
Mstep: Class 17 contains 48610 members 
Mstep: Class 18 contains 9259 members 
Mstep: Class 19 contains 54527 members 
Mstep: Class 20 contains 50994 members 
Mstep: Class 21 contains 13870 members 
Mstep: Class 22 contains 33136 members 
Mstep: Class 23 contains 68034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54253968.000000 Penalty: 45416.960938
Iteration 8F: 22 clusters Score -5.425397e+07 nChanged 63723
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 11215 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 74731 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 28968 members 
Mstep: Class 11 contains 20837 members 
Mstep: Class 12 contains 55716 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 45502 members 
Mstep: Class 15 contains 6072 members 
Mstep: Class 16 contains 19262 members 
Mstep: Class 17 contains 44629 members 
Mstep: Class 18 contains 7165 members 
Mstep: Class 19 contains 59260 members 
Mstep: Class 20 contains 50888 members 
Mstep: Class 21 contains 13378 members 
Mstep: Class 22 contains 33682 members 
Mstep: Class 23 contains 77067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54293324.000000 Penalty: 45416.960938
Iteration 9F: 22 clusters Score -5.429332e+07 nChanged 56074
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 4 contains 3179 members 
Mstep: Class 5 contains 9091 members 
Mstep: Class 6 contains 4252 members 
Mstep: Class 7 contains 6805 members 
Mstep: Class 8 contains 79632 members 
Mstep: Class 9 contains 10915 members 
Mstep: Class 10 contains 26191 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 56438 members 
Mstep: Class 13 contains 9486 members 
Mstep: Class 14 contains 47905 members 
Mstep: Class 15 contains 5797 members 
Mstep: Class 16 contains 20423 members 
Mstep: Class 17 contains 40259 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 63149 members 
Mstep: Class 20 contains 51227 members 
Mstep: Class 21 contains 12874 members 
Mstep: Class 22 contains 34442 members 
Mstep: Class 23 contains 85113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54327060.000000 Penalty: 45416.960938
Iteration 10F: 22 clusters Score -5.432706e+07 nChanged 49237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 7140 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 84284 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 23330 members 
Mstep: Class 11 contains 14228 members 
Mstep: Class 12 contains 57245 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 49755 members 
Mstep: Class 15 contains 5545 members 
Mstep: Class 16 contains 21416 members 
Mstep: Class 17 contains 36007 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 65781 members 
Mstep: Class 20 contains 51951 members 
Mstep: Class 21 contains 12355 members 
Mstep: Class 22 contains 35294 members 
Mstep: Class 23 contains 92458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54355480.000000 Penalty: 45416.960938
Iteration 11F: 22 clusters Score -5.435548e+07 nChanged 42585
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 88371 members 
Mstep: Class 9 contains 11584 members 
Mstep: Class 10 contains 20730 members 
Mstep: Class 11 contains 11772 members 
Mstep: Class 12 contains 57948 members 
Mstep: Class 13 contains 7533 members 
Mstep: Class 14 contains 51024 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 22150 members 
Mstep: Class 17 contains 31975 members 
Mstep: Class 18 contains 2395 members 
Mstep: Class 19 contains 67440 members 
Mstep: Class 20 contains 52739 members 
Mstep: Class 21 contains 11904 members 
Mstep: Class 22 contains 36225 members 
Mstep: Class 23 contains 99008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1459.482422 but Gain 2162.714844
Score: -54379796.000000 Penalty: 43254.246094
Iteration 12F: 21 clusters Score -5.43798e+07 nChanged 38554
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 92037 members 
Mstep: Class 9 contains 12124 members 
Mstep: Class 10 contains 18504 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 58627 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 51719 members 
Mstep: Class 15 contains 5061 members 
Mstep: Class 16 contains 22584 members 
Mstep: Class 17 contains 28369 members 
Mstep: Class 19 contains 68240 members 
Mstep: Class 20 contains 54235 members 
Mstep: Class 21 contains 11548 members 
Mstep: Class 22 contains 37152 members 
Mstep: Class 23 contains 105302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1314.192871 but Gain 2162.710938
Score: -54402588.000000 Penalty: 41091.535156
Iteration 13F: 20 clusters Score -5.440259e+07 nChanged 33909
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 95465 members 
Mstep: Class 9 contains 13032 members 
Mstep: Class 10 contains 15939 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 58833 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 4836 members 
Mstep: Class 16 contains 22770 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 19 contains 68445 members 
Mstep: Class 20 contains 54995 members 
Mstep: Class 21 contains 11249 members 
Mstep: Class 22 contains 37808 members 
Mstep: Class 23 contains 111050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1611.282349 but Gain 2162.714844
Score: -54421768.000000 Penalty: 38928.820312
Iteration 14F: 19 clusters Score -5.442177e+07 nChanged 30395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 98716 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 13451 members 
Mstep: Class 11 contains 7291 members 
Mstep: Class 12 contains 58902 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 51815 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 23133 members 
Mstep: Class 17 contains 21925 members 
Mstep: Class 19 contains 68268 members 
Mstep: Class 20 contains 55744 members 
Mstep: Class 21 contains 11015 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 116560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1900.162109 but Gain 2162.710938
Score: -54437192.000000 Penalty: 36766.109375
Iteration 15F: 18 clusters Score -5.443719e+07 nChanged 27804
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 101784 members 
Mstep: Class 9 contains 14745 members 
Mstep: Class 10 contains 11234 members 
Mstep: Class 11 contains 6422 members 
Mstep: Class 12 contains 58755 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 14 contains 51158 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 19177 members 
Mstep: Class 19 contains 67952 members 
Mstep: Class 20 contains 56489 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 39317 members 
Mstep: Class 23 contains 122069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1896.717896 but Gain 2162.710938
Score: -54452144.000000 Penalty: 34603.398438
Iteration 16Q: 17 clusters Score -5.445214e+07 nChanged 24375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 8 contains 104721 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 9251 members 
Mstep: Class 11 contains 5731 members 
Mstep: Class 12 contains 58277 members 
Mstep: Class 13 contains 3597 members 
Mstep: Class 14 contains 50269 members 
Mstep: Class 15 contains 4189 members 
Mstep: Class 16 contains 23067 members 
Mstep: Class 17 contains 17027 members 
Mstep: Class 19 contains 67175 members 
Mstep: Class 20 contains 57169 members 
Mstep: Class 21 contains 10659 members 
Mstep: Class 22 contains 40096 members 
Mstep: Class 23 contains 127011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54463500.000000 Penalty: 34603.398438
Iteration 17Q: 17 clusters Score -5.44635e+07 nChanged 20180
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 8 contains 107120 members 
Mstep: Class 9 contains 16355 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 57325 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 49150 members 
Mstep: Class 15 contains 4046 members 
Mstep: Class 16 contains 22716 members 
Mstep: Class 17 contains 14798 members 
Mstep: Class 19 contains 66233 members 
Mstep: Class 20 contains 57673 members 
Mstep: Class 21 contains 10480 members 
Mstep: Class 22 contains 40751 members 
Mstep: Class 23 contains 131433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54471540.000000 Penalty: 34603.398438
Iteration 18Q: 17 clusters Score -5.447154e+07 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 8 contains 109420 members 
Mstep: Class 9 contains 17087 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 56184 members 
Mstep: Class 13 contains 2743 members 
Mstep: Class 14 contains 48090 members 
Mstep: Class 15 contains 3927 members 
Mstep: Class 16 contains 22373 members 
Mstep: Class 17 contains 12821 members 
Mstep: Class 19 contains 65183 members 
Mstep: Class 20 contains 58185 members 
Mstep: Class 21 contains 10349 members 
Mstep: Class 22 contains 41354 members 
Mstep: Class 23 contains 135569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54477848.000000 Penalty: 34603.398438
Iteration 19Q: 17 clusters Score -5.447785e+07 nChanged 15916
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 8 contains 111684 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 54915 members 
Mstep: Class 13 contains 2457 members 
Mstep: Class 14 contains 47087 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 22068 members 
Mstep: Class 17 contains 11035 members 
Mstep: Class 19 contains 64131 members 
Mstep: Class 20 contains 58695 members 
Mstep: Class 21 contains 10206 members 
Mstep: Class 22 contains 41881 members 
Mstep: Class 23 contains 139495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54483644.000000 Penalty: 34603.398438
Iteration 20F: 17 clusters Score -5.448364e+07 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 8 contains 113730 members 
Mstep: Class 9 contains 18195 members 
Mstep: Class 10 contains 3905 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 53380 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 14 contains 46308 members 
Mstep: Class 15 contains 3824 members 
Mstep: Class 16 contains 21744 members 
Mstep: Class 17 contains 9512 members 
Mstep: Class 19 contains 63138 members 
Mstep: Class 20 contains 59322 members 
Mstep: Class 21 contains 10087 members 
Mstep: Class 22 contains 42316 members 
Mstep: Class 23 contains 143210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54487660.000000 Penalty: 34603.398438
Iteration 21Q: 17 clusters Score -5.448766e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 8 contains 115480 members 
Mstep: Class 9 contains 18634 members 
Mstep: Class 10 contains 3086 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 51794 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 45735 members 
Mstep: Class 15 contains 3843 members 
Mstep: Class 16 contains 21479 members 
Mstep: Class 17 contains 8187 members 
Mstep: Class 19 contains 62155 members 
Mstep: Class 20 contains 59929 members 
Mstep: Class 21 contains 9968 members 
Mstep: Class 22 contains 42718 members 
Mstep: Class 23 contains 146642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54491652.000000 Penalty: 34603.398438
Iteration 22Q: 17 clusters Score -5.449165e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 8 contains 117080 members 
Mstep: Class 9 contains 18987 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 3063 members 
Mstep: Class 12 contains 50061 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 45254 members 
Mstep: Class 15 contains 3879 members 
Mstep: Class 16 contains 21276 members 
Mstep: Class 17 contains 7061 members 
Mstep: Class 19 contains 61273 members 
Mstep: Class 20 contains 60480 members 
Mstep: Class 21 contains 9852 members 
Mstep: Class 22 contains 43086 members 
Mstep: Class 23 contains 149870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2089.854736 but Gain 2162.712891
Score: -54494324.000000 Penalty: 32440.685547
Iteration 23Q: 16 clusters Score -5.449432e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 8 contains 118695 members 
Mstep: Class 9 contains 19321 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 48229 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 44952 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 17 contains 6182 members 
Mstep: Class 19 contains 60516 members 
Mstep: Class 20 contains 62079 members 
Mstep: Class 21 contains 9746 members 
Mstep: Class 22 contains 43443 members 
Mstep: Class 23 contains 153326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54499328.000000 Penalty: 32440.685547
Iteration 24Q: 16 clusters Score -5.449933e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 8 contains 119765 members 
Mstep: Class 9 contains 19548 members 
Mstep: Class 11 contains 2543 members 
Mstep: Class 12 contains 46195 members 
Mstep: Class 13 contains 1591 members 
Mstep: Class 14 contains 44466 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 20908 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 19 contains 59785 members 
Mstep: Class 20 contains 62582 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 43692 members 
Mstep: Class 23 contains 156287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2066.159180 but Gain 2162.712891
Score: -54501324.000000 Penalty: 30277.972656
Iteration 25Q: 15 clusters Score -5.450132e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 8 contains 120901 members 
Mstep: Class 9 contains 19737 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 44101 members 
Mstep: Class 14 contains 44125 members 
Mstep: Class 15 contains 4296 members 
Mstep: Class 16 contains 20863 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 19 contains 59105 members 
Mstep: Class 20 contains 62958 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 22 contains 43862 members 
Mstep: Class 23 contains 160139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54504836.000000 Penalty: 30277.972656
Iteration 26Q: 15 clusters Score -5.450484e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 8 contains 121616 members 
Mstep: Class 9 contains 19914 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 42002 members 
Mstep: Class 14 contains 43786 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 20701 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 19 contains 58490 members 
Mstep: Class 20 contains 63197 members 
Mstep: Class 21 contains 9519 members 
Mstep: Class 22 contains 43995 members 
Mstep: Class 23 contains 163129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54505968.000000 Penalty: 30277.972656
Iteration 27Q: 15 clusters Score -5.450597e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 8 contains 122262 members 
Mstep: Class 9 contains 20060 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 39801 members 
Mstep: Class 14 contains 43533 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 20553 members 
Mstep: Class 17 contains 4077 members 
Mstep: Class 19 contains 57948 members 
Mstep: Class 20 contains 63353 members 
Mstep: Class 21 contains 9378 members 
Mstep: Class 22 contains 44156 members 
Mstep: Class 23 contains 166065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54506908.000000 Penalty: 30277.972656
Iteration 28Q: 15 clusters Score -5.450691e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 8 contains 122856 members 
Mstep: Class 9 contains 20167 members 
Mstep: Class 11 contains 1970 members 
Mstep: Class 12 contains 37605 members 
Mstep: Class 14 contains 43290 members 
Mstep: Class 15 contains 4729 members 
Mstep: Class 16 contains 20369 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 19 contains 57426 members 
Mstep: Class 20 contains 63489 members 
Mstep: Class 21 contains 9253 members 
Mstep: Class 22 contains 44290 members 
Mstep: Class 23 contains 169000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54508228.000000 Penalty: 30277.972656
Iteration 29Q: 15 clusters Score -5.450823e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 8 contains 123358 members 
Mstep: Class 9 contains 20238 members 
Mstep: Class 11 contains 1876 members 
Mstep: Class 12 contains 35452 members 
Mstep: Class 14 contains 43058 members 
Mstep: Class 15 contains 4878 members 
Mstep: Class 16 contains 20188 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 19 contains 56942 members 
Mstep: Class 20 contains 63529 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 44400 members 
Mstep: Class 23 contains 171958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54509164.000000 Penalty: 30277.972656
Iteration 30Q: 15 clusters Score -5.450916e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 8 contains 123665 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 33331 members 
Mstep: Class 14 contains 42859 members 
Mstep: Class 15 contains 4999 members 
Mstep: Class 16 contains 20034 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 19 contains 56535 members 
Mstep: Class 20 contains 63550 members 
Mstep: Class 21 contains 9035 members 
Mstep: Class 22 contains 44490 members 
Mstep: Class 23 contains 174861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54510248.000000 Penalty: 30277.972656
Iteration 31Q: 15 clusters Score -5.451025e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 8 contains 123935 members 
Mstep: Class 9 contains 20361 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 12 contains 31228 members 
Mstep: Class 14 contains 42672 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 19861 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 19 contains 56154 members 
Mstep: Class 20 contains 63575 members 
Mstep: Class 21 contains 8939 members 
Mstep: Class 22 contains 44544 members 
Mstep: Class 23 contains 177740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54511052.000000 Penalty: 30277.972656
Iteration 32Q: 15 clusters Score -5.451105e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 8 contains 124115 members 
Mstep: Class 9 contains 20400 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 29299 members 
Mstep: Class 14 contains 42470 members 
Mstep: Class 15 contains 5259 members 
Mstep: Class 16 contains 19694 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 19 contains 55823 members 
Mstep: Class 20 contains 63502 members 
Mstep: Class 21 contains 8831 members 
Mstep: Class 22 contains 44562 members 
Mstep: Class 23 contains 180603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54511860.000000 Penalty: 30277.972656
Iteration 33Q: 15 clusters Score -5.451186e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 8 contains 124255 members 
Mstep: Class 9 contains 20482 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 27361 members 
Mstep: Class 14 contains 42226 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 19554 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 19 contains 55536 members 
Mstep: Class 20 contains 63389 members 
Mstep: Class 21 contains 8728 members 
Mstep: Class 22 contains 44570 members 
Mstep: Class 23 contains 183473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2130.570801 but Gain 2162.712891
Score: -54512492.000000 Penalty: 28115.259766
Iteration 34Q: 14 clusters Score -5.451249e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 8 contains 125227 members 
Mstep: Class 9 contains 20611 members 
Mstep: Class 12 contains 25553 members 
Mstep: Class 14 contains 42011 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 19438 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 19 contains 55431 members 
Mstep: Class 20 contains 63308 members 
Mstep: Class 21 contains 8623 members 
Mstep: Class 22 contains 44708 members 
Mstep: Class 23 contains 186405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54515084.000000 Penalty: 28115.259766
Iteration 35Q: 14 clusters Score -5.451508e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 8 contains 125251 members 
Mstep: Class 9 contains 20633 members 
Mstep: Class 12 contains 23822 members 
Mstep: Class 14 contains 41720 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 16 contains 19298 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 19 contains 55115 members 
Mstep: Class 20 contains 63135 members 
Mstep: Class 21 contains 8503 members 
Mstep: Class 22 contains 44650 members 
Mstep: Class 23 contains 189338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54516116.000000 Penalty: 28115.259766
Iteration 36Q: 14 clusters Score -5.451612e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 8 contains 125190 members 
Mstep: Class 9 contains 20672 members 
Mstep: Class 12 contains 22177 members 
Mstep: Class 14 contains 41432 members 
Mstep: Class 15 contains 5581 members 
Mstep: Class 16 contains 19167 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 19 contains 54841 members 
Mstep: Class 20 contains 62954 members 
Mstep: Class 21 contains 8372 members 
Mstep: Class 22 contains 44574 members 
Mstep: Class 23 contains 192193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54517036.000000 Penalty: 28115.259766
Iteration 37Q: 14 clusters Score -5.451704e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 20714 members 
Mstep: Class 12 contains 20625 members 
Mstep: Class 14 contains 41122 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 19072 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 19 contains 54632 members 
Mstep: Class 20 contains 62726 members 
Mstep: Class 21 contains 8240 members 
Mstep: Class 22 contains 44474 members 
Mstep: Class 23 contains 194973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54517928.000000 Penalty: 28115.259766
Iteration 38Q: 14 clusters Score -5.451793e+07 nChanged 4198
Entering ConstructFrom: 
Score: -54517928.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -211034.343750 Penalty: 1252.324585
	Iteration 0F: 2 clusters Score -211034.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -208819.234375 Penalty: 2504.649170
	Iteration 0F: 3 clusters Score -208819.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -209333.593750 Penalty: 2504.649170
	Iteration 1F: 3 clusters Score -209333.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209431.234375 Penalty: 2504.649170
	Iteration 2F: 3 clusters Score -209431.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -209503.687500 Penalty: 2504.649170
	Iteration 3Q: 3 clusters Score -209503.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209549.437500 Penalty: 2504.649170
	Iteration 4Q: 3 clusters Score -209549.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209578.312500 Penalty: 2504.649170
	Iteration 5Q: 3 clusters Score -209578.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -209601.718750 Penalty: 2504.649170
	Iteration 6Q: 3 clusters Score -209601.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -209617.703125 Penalty: 2504.649170
	Iteration 7Q: 3 clusters Score -209617.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -209626.968750 Penalty: 2504.649170
	Iteration 8Q: 3 clusters Score -209627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -209635.421875 Penalty: 2504.649170
	Iteration 9Q: 3 clusters Score -209635.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209646.890625 Penalty: 2504.649170
	Iteration 10Q: 3 clusters Score -209646.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -209659.187500 Penalty: 2504.649170
	Iteration 11Q: 3 clusters Score -209659.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -209664.046875 Penalty: 2504.649170
	Iteration 12Q: 3 clusters Score -209664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -209668.171875 Penalty: 2504.649170
	Iteration 13Q: 3 clusters Score -209668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -209672.875000 Penalty: 2504.649170
	Iteration 14Q: 3 clusters Score -209672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -209680.156250 Penalty: 2504.649170
	Iteration 15Q: 3 clusters Score -209680.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -209696.718750 Penalty: 2504.649170
	Iteration 16Q: 3 clusters Score -209696.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -209710.265625 Penalty: 2504.649170
	Iteration 17Q: 3 clusters Score -209710.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -209726.500000 Penalty: 2504.649170
	Iteration 18Q: 3 clusters Score -209726.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -209737.078125 Penalty: 2504.649170
	Iteration 19Q: 3 clusters Score -209737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -209744.031250 Penalty: 2504.649170
	Iteration 20F: 3 clusters Score -209744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -209745.937500 Penalty: 2504.649170
	Iteration 21Q: 3 clusters Score -209745.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -209746.515625 Penalty: 2504.649170
	Iteration 22Q: 3 clusters Score -209746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -209746.515625 Penalty: 2504.649170
	Iteration 23F: 3 clusters Score -209746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (124887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Entering Unmasked Estep 
Score: -11500038.000000 Penalty: 1906.964233
	Iteration 0F: 2 clusters Score -1.150004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -11416516.000000 Penalty: 3813.928467
	Iteration 0F: 3 clusters Score -1.141652e+07 nChanged 59936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -11452264.000000 Penalty: 3813.928467
	Iteration 1F: 3 clusters Score -1.145226e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -11453280.000000 Penalty: 3813.928467
	Iteration 2Q: 3 clusters Score -1.145328e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -11454395.000000 Penalty: 3813.928467
	Iteration 3Q: 3 clusters Score -1.14544e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -11455648.000000 Penalty: 3813.928467
	Iteration 4Q: 3 clusters Score -1.145565e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -11457310.000000 Penalty: 3813.928467
	Iteration 5Q: 3 clusters Score -1.145731e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -11459576.000000 Penalty: 3813.928467
	Iteration 6Q: 3 clusters Score -1.145958e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -11462924.000000 Penalty: 3813.928467
	Iteration 7Q: 3 clusters Score -1.146292e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -11467307.000000 Penalty: 3813.928467
	Iteration 8F: 3 clusters Score -1.146731e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -11472865.000000 Penalty: 3813.928467
	Iteration 9F: 3 clusters Score -1.147286e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -11478284.000000 Penalty: 3813.928467
	Iteration 10F: 3 clusters Score -1.147828e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -11482321.000000 Penalty: 3813.928467
	Iteration 11F: 3 clusters Score -1.148232e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -11485289.000000 Penalty: 3813.928467
	Iteration 12Q: 3 clusters Score -1.148529e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -11487987.000000 Penalty: 3813.928467
	Iteration 13Q: 3 clusters Score -1.148799e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -11491146.000000 Penalty: 3813.928467
	Iteration 14Q: 3 clusters Score -1.149115e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -11494499.000000 Penalty: 3813.928467
	Iteration 15Q: 3 clusters Score -1.14945e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -11497311.000000 Penalty: 3813.928467
	Iteration 16Q: 3 clusters Score -1.149731e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -11499254.000000 Penalty: 3813.928467
	Iteration 17Q: 3 clusters Score -1.149925e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -11500441.000000 Penalty: 3813.928467
	Iteration 18Q: 3 clusters Score -1.150044e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -11501192.000000 Penalty: 3813.928467
	Iteration 19Q: 3 clusters Score -1.150119e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -11501637.000000 Penalty: 3813.928467
	Iteration 20F: 3 clusters Score -1.150164e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -11501906.000000 Penalty: 3813.928467
	Iteration 21Q: 3 clusters Score -1.150191e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -11501986.000000 Penalty: 3813.928467
	Iteration 22Q: 3 clusters Score -1.150199e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -11502084.000000 Penalty: 3813.928467
	Iteration 23Q: 3 clusters Score -1.150208e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -11502118.000000 Penalty: 3813.928467
	Iteration 24Q: 3 clusters Score -1.150212e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -11502194.000000 Penalty: 3813.928467
	Iteration 25Q: 3 clusters Score -1.150219e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -11502263.000000 Penalty: 3813.928467
	Iteration 26Q: 3 clusters Score -1.150226e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -11502252.000000 Penalty: 3813.928467
	Iteration 27Q: 3 clusters Score -1.150225e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -11502317.000000 Penalty: 3813.928467
	Iteration 28Q: 3 clusters Score -1.150232e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -11502343.000000 Penalty: 3813.928467
	Iteration 29Q: 3 clusters Score -1.150234e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -11502346.000000 Penalty: 3813.928467
	Iteration 30Q: 3 clusters Score -1.150235e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -11502371.000000 Penalty: 3813.928467
	Iteration 31Q: 3 clusters Score -1.150237e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -11502404.000000 Penalty: 3813.928467
	Iteration 32Q: 3 clusters Score -1.15024e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -11502404.000000 Penalty: 3813.928467
	Iteration 33Q: 3 clusters Score -1.15024e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -11502424.000000 Penalty: 3813.928467
	Iteration 34Q: 3 clusters Score -1.150242e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -11502451.000000 Penalty: 3813.928467
	Iteration 35Q: 3 clusters Score -1.150245e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -11502447.000000 Penalty: 3813.928467
	Iteration 36Q: 3 clusters Score -1.150245e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -11502453.000000 Penalty: 3813.928467
	Iteration 37Q: 3 clusters Score -1.150245e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -11502439.000000 Penalty: 3813.928467
	Iteration 38Q: 3 clusters Score -1.150244e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -11502460.000000 Penalty: 3813.928467
	Iteration 39Q: 3 clusters Score -1.150246e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -11502447.000000 Penalty: 3813.928467
	Iteration 40F: 3 clusters Score -1.150245e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -11502427.000000 Penalty: 3813.928467
	Iteration 41Q: 3 clusters Score -1.150243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -11502459.000000 Penalty: 3813.928467
	Iteration 42Q: 3 clusters Score -1.150246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -11502474.000000 Penalty: 3813.928467
	Iteration 43Q: 3 clusters Score -1.150247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -11502492.000000 Penalty: 3813.928467
	Iteration 44Q: 3 clusters Score -1.150249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -11502484.000000 Penalty: 3813.928467
	Iteration 45Q: 3 clusters Score -1.150248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -11502484.000000 Penalty: 3813.928467
	Iteration 46Q: 3 clusters Score -1.150248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -11502484.000000 Penalty: 3813.928467
	Iteration 47Q: 3 clusters Score -1.150248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -11502487.000000 Penalty: 3813.928467
	Iteration 48Q: 3 clusters Score -1.150249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -11502485.000000 Penalty: 3813.928467
	Iteration 49Q: 3 clusters Score -1.150248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -11502482.000000 Penalty: 3813.928467
	Iteration 50Q: 3 clusters Score -1.150248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -11502488.000000 Penalty: 3813.928467
	Iteration 51Q: 3 clusters Score -1.150249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -11502487.000000 Penalty: 3813.928467
	Iteration 52Q: 3 clusters Score -1.150249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -11502478.000000 Penalty: 3813.928467
	Iteration 53Q: 3 clusters Score -1.150248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -11502479.000000 Penalty: 3813.928467
	Iteration 54Q: 3 clusters Score -1.150248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -11502481.000000 Penalty: 3813.928467
	Iteration 55Q: 3 clusters Score -1.150248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -11502489.000000 Penalty: 3813.928467
	Iteration 56Q: 3 clusters Score -1.150249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -11502489.000000 Penalty: 3813.928467
	Iteration 57Q: 3 clusters Score -1.150249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -11502485.000000 Penalty: 3813.928467
	Iteration 58Q: 3 clusters Score -1.150248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -11502494.000000 Penalty: 3813.928467
	Iteration 59Q: 3 clusters Score -1.150249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -11502482.000000 Penalty: 3813.928467
	Iteration 60F: 3 clusters Score -1.150248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -11502476.000000 Penalty: 3813.928467
	Iteration 61Q: 3 clusters Score -1.150248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -11502481.000000 Penalty: 3813.928467
	Iteration 62Q: 3 clusters Score -1.150248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -11502471.000000 Penalty: 3813.928467
	Iteration 63Q: 3 clusters Score -1.150247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -11502469.000000 Penalty: 3813.928467
	Iteration 64Q: 3 clusters Score -1.150247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -11502468.000000 Penalty: 3813.928467
	Iteration 65Q: 3 clusters Score -1.150247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -11502466.000000 Penalty: 3813.928467
	Iteration 66Q: 3 clusters Score -1.150247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -11502467.000000 Penalty: 3813.928467
	Iteration 67Q: 3 clusters Score -1.150247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -11502467.000000 Penalty: 3813.928467
	Iteration 68Q: 3 clusters Score -1.150247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -11502478.000000 Penalty: 3813.928467
	Iteration 69Q: 3 clusters Score -1.150248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -11502473.000000 Penalty: 3813.928467
	Iteration 70Q: 3 clusters Score -1.150247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -11502470.000000 Penalty: 3813.928467
	Iteration 71Q: 3 clusters Score -1.150247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -11502475.000000 Penalty: 3813.928467
	Iteration 72Q: 3 clusters Score -1.150248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -11502480.000000 Penalty: 3813.928467
	Iteration 73Q: 3 clusters Score -1.150248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -11502470.000000 Penalty: 3813.928467
	Iteration 74Q: 3 clusters Score -1.150247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -11502476.000000 Penalty: 3813.928467
	Iteration 75Q: 3 clusters Score -1.150248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -11502479.000000 Penalty: 3813.928467
	Iteration 76Q: 3 clusters Score -1.150248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -11502477.000000 Penalty: 3813.928467
	Iteration 77Q: 3 clusters Score -1.150248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -11502475.000000 Penalty: 3813.928467
	Iteration 78Q: 3 clusters Score -1.150248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -11502475.000000 Penalty: 3813.928467
	Iteration 79Q: 3 clusters Score -1.150248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -11502475.000000 Penalty: 3813.928467
	Iteration 80F: 3 clusters Score -1.150248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -11502471.000000 Penalty: 3813.928467
	Iteration 81Q: 3 clusters Score -1.150247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -11502471.000000 Penalty: 3813.928467
	Iteration 82Q: 3 clusters Score -1.150247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -11502473.000000 Penalty: 3813.928467
	Iteration 83Q: 3 clusters Score -1.150247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -11502472.000000 Penalty: 3813.928467
	Iteration 84Q: 3 clusters Score -1.150247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -11502474.000000 Penalty: 3813.928467
	Iteration 85Q: 3 clusters Score -1.150247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -11502470.000000 Penalty: 3813.928467
	Iteration 86Q: 3 clusters Score -1.150247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -11502470.000000 Penalty: 3813.928467
	Iteration 87F: 3 clusters Score -1.150247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 53795 members 
Mstep: Class 8 contains 71092 members 
Mstep: Class 9 contains 20769 members 
Mstep: Class 12 contains 19161 members 
Mstep: Class 14 contains 40822 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 18969 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 19 contains 54464 members 
Mstep: Class 20 contains 62511 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 44350 members 
Mstep: Class 23 contains 197673 members 
Entering Unmasked Estep 
Score: -54519796.000000 Penalty: 30277.972656
Splitting cluster 8 changes total score from -54517928.000000 to -54519796.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (20769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Entering Unmasked Estep 
Score: -1947457.750000 Penalty: 1615.447632
	Iteration 0F: 2 clusters Score -1947458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1933281.125000 Penalty: 3230.895264
	Iteration 0F: 3 clusters Score -1933281 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1938608.625000 Penalty: 3230.895264
	Iteration 1F: 3 clusters Score -1938609 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1939028.125000 Penalty: 3230.895264
	Iteration 2F: 3 clusters Score -1939028 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1939506.875000 Penalty: 3230.895264
	Iteration 3F: 3 clusters Score -1939507 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1940216.750000 Penalty: 3230.895264
	Iteration 4F: 3 clusters Score -1940217 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1941198.250000 Penalty: 3230.895264
	Iteration 5F: 3 clusters Score -1941198 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1942554.625000 Penalty: 3230.895264
	Iteration 6F: 3 clusters Score -1942555 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1943972.500000 Penalty: 3230.895264
	Iteration 7F: 3 clusters Score -1943972 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1945066.750000 Penalty: 3230.895264
	Iteration 8F: 3 clusters Score -1945067 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1945689.125000 Penalty: 3230.895264
	Iteration 9Q: 3 clusters Score -1945689 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1945990.625000 Penalty: 3230.895264
	Iteration 10Q: 3 clusters Score -1945991 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1946120.625000 Penalty: 3230.895264
	Iteration 11Q: 3 clusters Score -1946121 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1946217.000000 Penalty: 3230.895264
	Iteration 12Q: 3 clusters Score -1946217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1946280.375000 Penalty: 3230.895264
	Iteration 13Q: 3 clusters Score -1946280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1946321.625000 Penalty: 3230.895264
	Iteration 14Q: 3 clusters Score -1946322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1946343.875000 Penalty: 3230.895264
	Iteration 15Q: 3 clusters Score -1946344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1946365.125000 Penalty: 3230.895264
	Iteration 16Q: 3 clusters Score -1946365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1946377.625000 Penalty: 3230.895264
	Iteration 17Q: 3 clusters Score -1946378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1946383.250000 Penalty: 3230.895264
	Iteration 18Q: 3 clusters Score -1946383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1946393.875000 Penalty: 3230.895264
	Iteration 19Q: 3 clusters Score -1946394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1946398.125000 Penalty: 3230.895264
	Iteration 20F: 3 clusters Score -1946398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1946397.000000 Penalty: 3230.895264
	Iteration 21Q: 3 clusters Score -1946397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1946397.000000 Penalty: 3230.895264
	Iteration 22F: 3 clusters Score -1946397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Entering Unmasked Estep 
Score: -1801565.000000 Penalty: 1602.352661
	Iteration 0F: 2 clusters Score -1801565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1788504.375000 Penalty: 3204.705322
	Iteration 0F: 3 clusters Score -1788504 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1793052.500000 Penalty: 3204.705322
	Iteration 1F: 3 clusters Score -1793052 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1793351.500000 Penalty: 3204.705322
	Iteration 2Q: 3 clusters Score -1793352 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1793665.875000 Penalty: 3204.705322
	Iteration 3Q: 3 clusters Score -1793666 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1794001.500000 Penalty: 3204.705322
	Iteration 4Q: 3 clusters Score -1794002 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1794419.000000 Penalty: 3204.705322
	Iteration 5Q: 3 clusters Score -1794419 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1795007.875000 Penalty: 3204.705322
	Iteration 6F: 3 clusters Score -1795008 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1795841.625000 Penalty: 3204.705322
	Iteration 7F: 3 clusters Score -1795842 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1796914.750000 Penalty: 3204.705322
	Iteration 8F: 3 clusters Score -1796915 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1798068.375000 Penalty: 3204.705322
	Iteration 9F: 3 clusters Score -1798068 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1798960.250000 Penalty: 3204.705322
	Iteration 10Q: 3 clusters Score -1798960 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1799509.125000 Penalty: 3204.705322
	Iteration 11Q: 3 clusters Score -1799509 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1799814.500000 Penalty: 3204.705322
	Iteration 12Q: 3 clusters Score -1799814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1799946.750000 Penalty: 3204.705322
	Iteration 13Q: 3 clusters Score -1799947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1800011.125000 Penalty: 3204.705322
	Iteration 14Q: 3 clusters Score -1800011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1800050.250000 Penalty: 3204.705322
	Iteration 15Q: 3 clusters Score -1800050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1800082.500000 Penalty: 3204.705322
	Iteration 16Q: 3 clusters Score -1800082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1800112.750000 Penalty: 3204.705322
	Iteration 17Q: 3 clusters Score -1800113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1800134.250000 Penalty: 3204.705322
	Iteration 18Q: 3 clusters Score -1800134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1800159.125000 Penalty: 3204.705322
	Iteration 19Q: 3 clusters Score -1800159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1800174.250000 Penalty: 3204.705322
	Iteration 20F: 3 clusters Score -1800174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1800182.125000 Penalty: 3204.705322
	Iteration 21Q: 3 clusters Score -1800182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1800189.750000 Penalty: 3204.705322
	Iteration 22Q: 3 clusters Score -1800190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1800194.000000 Penalty: 3204.705322
	Iteration 23Q: 3 clusters Score -1800194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1800195.125000 Penalty: 3204.705322
	Iteration 24Q: 3 clusters Score -1800195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1800197.500000 Penalty: 3204.705322
	Iteration 25Q: 3 clusters Score -1800198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1800197.500000 Penalty: 3204.705322
	Iteration 26F: 3 clusters Score -1800198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Entering Unmasked Estep 
Score: -3815624.750000 Penalty: 1725.258667
	Iteration 0F: 2 clusters Score -3815625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3788484.250000 Penalty: 3450.517334
	Iteration 0F: 3 clusters Score -3788484 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3799012.250000 Penalty: 3450.517334
	Iteration 1F: 3 clusters Score -3799012 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3799367.500000 Penalty: 3450.517334
	Iteration 2Q: 3 clusters Score -3799368 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3799901.250000 Penalty: 3450.517334
	Iteration 3Q: 3 clusters Score -3799901 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3800679.000000 Penalty: 3450.517334
	Iteration 4Q: 3 clusters Score -3800679 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3801905.000000 Penalty: 3450.517334
	Iteration 5F: 3 clusters Score -3801905 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3803972.500000 Penalty: 3450.517334
	Iteration 6F: 3 clusters Score -3803972 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3806830.500000 Penalty: 3450.517334
	Iteration 7F: 3 clusters Score -3806830 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3809784.250000 Penalty: 3450.517334
	Iteration 8F: 3 clusters Score -3809784 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3811991.250000 Penalty: 3450.517334
	Iteration 9F: 3 clusters Score -3811991 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3813328.000000 Penalty: 3450.517334
	Iteration 10Q: 3 clusters Score -3813328 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3813957.750000 Penalty: 3450.517334
	Iteration 11Q: 3 clusters Score -3813958 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3814253.500000 Penalty: 3450.517334
	Iteration 12Q: 3 clusters Score -3814254 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3814398.750000 Penalty: 3450.517334
	Iteration 13Q: 3 clusters Score -3814399 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3814469.250000 Penalty: 3450.517334
	Iteration 14Q: 3 clusters Score -3814469 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3814549.000000 Penalty: 3450.517334
	Iteration 15Q: 3 clusters Score -3814549 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3814579.250000 Penalty: 3450.517334
	Iteration 16Q: 3 clusters Score -3814579 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3814618.750000 Penalty: 3450.517334
	Iteration 17Q: 3 clusters Score -3814619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3814656.750000 Penalty: 3450.517334
	Iteration 18Q: 3 clusters Score -3814657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3814681.000000 Penalty: 3450.517334
	Iteration 19Q: 3 clusters Score -3814681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3814697.500000 Penalty: 3450.517334
	Iteration 20F: 3 clusters Score -3814698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3814713.250000 Penalty: 3450.517334
	Iteration 21Q: 3 clusters Score -3814713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3814714.250000 Penalty: 3450.517334
	Iteration 22Q: 3 clusters Score -3814714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3814724.250000 Penalty: 3450.517334
	Iteration 23Q: 3 clusters Score -3814724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3814729.000000 Penalty: 3450.517334
	Iteration 24Q: 3 clusters Score -3814729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3814732.500000 Penalty: 3450.517334
	Iteration 25Q: 3 clusters Score -3814732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3814736.500000 Penalty: 3450.517334
	Iteration 26Q: 3 clusters Score -3814736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3814736.500000 Penalty: 3450.517334
	Iteration 27Q: 3 clusters Score -3814736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3814742.500000 Penalty: 3450.517334
	Iteration 28Q: 3 clusters Score -3814742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3814742.750000 Penalty: 3450.517334
	Iteration 29Q: 3 clusters Score -3814743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3814742.250000 Penalty: 3450.517334
	Iteration 30Q: 3 clusters Score -3814742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3814744.250000 Penalty: 3450.517334
	Iteration 31Q: 3 clusters Score -3814744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3814745.000000 Penalty: 3450.517334
	Iteration 32Q: 3 clusters Score -3814745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3814748.750000 Penalty: 3450.517334
	Iteration 33Q: 3 clusters Score -3814749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3814749.500000 Penalty: 3450.517334
	Iteration 34Q: 3 clusters Score -3814750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3814751.750000 Penalty: 3450.517334
	Iteration 35Q: 3 clusters Score -3814752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3814751.000000 Penalty: 3450.517334
	Iteration 36Q: 3 clusters Score -3814751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3814749.750000 Penalty: 3450.517334
	Iteration 37Q: 3 clusters Score -3814750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3814750.250000 Penalty: 3450.517334
	Iteration 38Q: 3 clusters Score -3814750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3814750.250000 Penalty: 3450.517334
	Iteration 39F: 3 clusters Score -3814750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -518477.156250 Penalty: 1404.335083
	Iteration 0F: 2 clusters Score -518477.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -514123.562500 Penalty: 2808.670166
	Iteration 0F: 3 clusters Score -514123.6 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -515278.562500 Penalty: 2808.670166
	Iteration 1F: 3 clusters Score -515278.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -515456.031250 Penalty: 2808.670166
	Iteration 2F: 3 clusters Score -515456 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -515584.718750 Penalty: 2808.670166
	Iteration 3Q: 3 clusters Score -515584.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -515708.000000 Penalty: 2808.670166
	Iteration 4Q: 3 clusters Score -515708 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -515837.593750 Penalty: 2808.670166
	Iteration 5Q: 3 clusters Score -515837.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -515978.812500 Penalty: 2808.670166
	Iteration 6Q: 3 clusters Score -515978.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -516092.875000 Penalty: 2808.670166
	Iteration 7Q: 3 clusters Score -516092.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -516210.656250 Penalty: 2808.670166
	Iteration 8Q: 3 clusters Score -516210.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -516337.531250 Penalty: 2808.670166
	Iteration 9Q: 3 clusters Score -516337.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -516465.218750 Penalty: 2808.670166
	Iteration 10Q: 3 clusters Score -516465.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -516581.843750 Penalty: 2808.670166
	Iteration 11Q: 3 clusters Score -516581.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -516688.062500 Penalty: 2808.670166
	Iteration 12Q: 3 clusters Score -516688.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -516782.468750 Penalty: 2808.670166
	Iteration 13Q: 3 clusters Score -516782.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -516853.531250 Penalty: 2808.670166
	Iteration 14Q: 3 clusters Score -516853.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -516906.843750 Penalty: 2808.670166
	Iteration 15Q: 3 clusters Score -516906.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -516953.312500 Penalty: 2808.670166
	Iteration 16Q: 3 clusters Score -516953.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -517005.656250 Penalty: 2808.670166
	Iteration 17Q: 3 clusters Score -517005.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -517041.718750 Penalty: 2808.670166
	Iteration 18Q: 3 clusters Score -517041.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -517069.312500 Penalty: 2808.670166
	Iteration 19Q: 3 clusters Score -517069.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -517092.250000 Penalty: 2808.670166
	Iteration 20F: 3 clusters Score -517092.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -517108.906250 Penalty: 2808.670166
	Iteration 21Q: 3 clusters Score -517108.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -517123.562500 Penalty: 2808.670166
	Iteration 22Q: 3 clusters Score -517123.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -517137.062500 Penalty: 2808.670166
	Iteration 23Q: 3 clusters Score -517137.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -517154.437500 Penalty: 2808.670166
	Iteration 24Q: 3 clusters Score -517154.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -517176.812500 Penalty: 2808.670166
	Iteration 25Q: 3 clusters Score -517176.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -517189.562500 Penalty: 2808.670166
	Iteration 26Q: 3 clusters Score -517189.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -517198.562500 Penalty: 2808.670166
	Iteration 27Q: 3 clusters Score -517198.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -517208.437500 Penalty: 2808.670166
	Iteration 28Q: 3 clusters Score -517208.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -517219.156250 Penalty: 2808.670166
	Iteration 29Q: 3 clusters Score -517219.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -517230.250000 Penalty: 2808.670166
	Iteration 30Q: 3 clusters Score -517230.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -517237.000000 Penalty: 2808.670166
	Iteration 31Q: 3 clusters Score -517237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -517240.625000 Penalty: 2808.670166
	Iteration 32Q: 3 clusters Score -517240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -517243.000000 Penalty: 2808.670166
	Iteration 33Q: 3 clusters Score -517243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -517245.000000 Penalty: 2808.670166
	Iteration 34Q: 3 clusters Score -517245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -517251.062500 Penalty: 2808.670166
	Iteration 35Q: 3 clusters Score -517251.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -517258.156250 Penalty: 2808.670166
	Iteration 36Q: 3 clusters Score -517258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -517265.687500 Penalty: 2808.670166
	Iteration 37Q: 3 clusters Score -517265.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -517273.375000 Penalty: 2808.670166
	Iteration 38Q: 3 clusters Score -517273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -517275.593750 Penalty: 2808.670166
	Iteration 39Q: 3 clusters Score -517275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -517276.093750 Penalty: 2808.670166
	Iteration 40F: 3 clusters Score -517276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -517280.468750 Penalty: 2808.670166
	Iteration 41Q: 3 clusters Score -517280.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -517281.968750 Penalty: 2808.670166
	Iteration 42Q: 3 clusters Score -517282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -517284.968750 Penalty: 2808.670166
	Iteration 43Q: 3 clusters Score -517285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -517290.156250 Penalty: 2808.670166
	Iteration 44Q: 3 clusters Score -517290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -517290.781250 Penalty: 2808.670166
	Iteration 45Q: 3 clusters Score -517290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -517295.687500 Penalty: 2808.670166
	Iteration 46Q: 3 clusters Score -517295.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -517298.562500 Penalty: 2808.670166
	Iteration 47Q: 3 clusters Score -517298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -517299.375000 Penalty: 2808.670166
	Iteration 48Q: 3 clusters Score -517299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -517300.375000 Penalty: 2808.670166
	Iteration 49Q: 3 clusters Score -517300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -517301.656250 Penalty: 2808.670166
	Iteration 50Q: 3 clusters Score -517301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -517301.656250 Penalty: 2808.670166
	Iteration 51F: 3 clusters Score -517301.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Entering Unmasked Estep 
Score: -1718518.750000 Penalty: 1600.716187
	Iteration 0F: 2 clusters Score -1718519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1705431.125000 Penalty: 3201.432373
	Iteration 0F: 3 clusters Score -1705431 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1710102.750000 Penalty: 3201.432373
	Iteration 1F: 3 clusters Score -1710103 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1710401.250000 Penalty: 3201.432373
	Iteration 2Q: 3 clusters Score -1710401 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1710645.500000 Penalty: 3201.432373
	Iteration 3Q: 3 clusters Score -1710646 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1710904.375000 Penalty: 3201.432373
	Iteration 4Q: 3 clusters Score -1710904 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1711249.000000 Penalty: 3201.432373
	Iteration 5Q: 3 clusters Score -1711249 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1711753.500000 Penalty: 3201.432373
	Iteration 6F: 3 clusters Score -1711754 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1712436.500000 Penalty: 3201.432373
	Iteration 7F: 3 clusters Score -1712436 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1713354.125000 Penalty: 3201.432373
	Iteration 8F: 3 clusters Score -1713354 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1714424.500000 Penalty: 3201.432373
	Iteration 9F: 3 clusters Score -1714424 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1715298.875000 Penalty: 3201.432373
	Iteration 10Q: 3 clusters Score -1715299 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1715989.875000 Penalty: 3201.432373
	Iteration 11Q: 3 clusters Score -1715990 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1716491.375000 Penalty: 3201.432373
	Iteration 12Q: 3 clusters Score -1716491 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1716780.125000 Penalty: 3201.432373
	Iteration 13Q: 3 clusters Score -1716780 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1716947.750000 Penalty: 3201.432373
	Iteration 14Q: 3 clusters Score -1716948 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1717025.750000 Penalty: 3201.432373
	Iteration 15Q: 3 clusters Score -1717026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1717087.750000 Penalty: 3201.432373
	Iteration 16Q: 3 clusters Score -1717088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1717120.125000 Penalty: 3201.432373
	Iteration 17Q: 3 clusters Score -1717120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1717142.750000 Penalty: 3201.432373
	Iteration 18Q: 3 clusters Score -1717143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1717153.750000 Penalty: 3201.432373
	Iteration 19Q: 3 clusters Score -1717154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1717157.375000 Penalty: 3201.432373
	Iteration 20F: 3 clusters Score -1717157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1717165.625000 Penalty: 3201.432373
	Iteration 21Q: 3 clusters Score -1717166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1717170.750000 Penalty: 3201.432373
	Iteration 22Q: 3 clusters Score -1717171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1717174.250000 Penalty: 3201.432373
	Iteration 23Q: 3 clusters Score -1717174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1717177.875000 Penalty: 3201.432373
	Iteration 24Q: 3 clusters Score -1717178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1717174.375000 Penalty: 3201.432373
	Iteration 25Q: 3 clusters Score -1717174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1717175.375000 Penalty: 3201.432373
	Iteration 26Q: 3 clusters Score -1717175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1717177.250000 Penalty: 3201.432373
	Iteration 27Q: 3 clusters Score -1717177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1717177.625000 Penalty: 3201.432373
	Iteration 28Q: 3 clusters Score -1717178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1717177.125000 Penalty: 3201.432373
	Iteration 29Q: 3 clusters Score -1717177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1717182.125000 Penalty: 3201.432373
	Iteration 30Q: 3 clusters Score -1717182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1717183.250000 Penalty: 3201.432373
	Iteration 31Q: 3 clusters Score -1717183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1717185.750000 Penalty: 3201.432373
	Iteration 32Q: 3 clusters Score -1717186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1717187.500000 Penalty: 3201.432373
	Iteration 33Q: 3 clusters Score -1717188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1717186.375000 Penalty: 3201.432373
	Iteration 34Q: 3 clusters Score -1717186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1717185.875000 Penalty: 3201.432373
	Iteration 35Q: 3 clusters Score -1717186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1717187.250000 Penalty: 3201.432373
	Iteration 36Q: 3 clusters Score -1717187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1717188.000000 Penalty: 3201.432373
	Iteration 37Q: 3 clusters Score -1717188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1717188.000000 Penalty: 3201.432373
	Iteration 38F: 3 clusters Score -1717188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -279452.468750 Penalty: 1298.853516
	Iteration 0F: 2 clusters Score -279452.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -276728.937500 Penalty: 2597.707031
	Iteration 0F: 3 clusters Score -276728.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -277345.218750 Penalty: 2597.707031
	Iteration 1F: 3 clusters Score -277345.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -277479.562500 Penalty: 2597.707031
	Iteration 2F: 3 clusters Score -277479.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -277560.937500 Penalty: 2597.707031
	Iteration 3Q: 3 clusters Score -277560.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -277622.625000 Penalty: 2597.707031
	Iteration 4Q: 3 clusters Score -277622.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -277662.375000 Penalty: 2597.707031
	Iteration 5Q: 3 clusters Score -277662.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -277684.687500 Penalty: 2597.707031
	Iteration 6Q: 3 clusters Score -277684.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -277700.406250 Penalty: 2597.707031
	Iteration 7Q: 3 clusters Score -277700.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -277709.718750 Penalty: 2597.707031
	Iteration 8Q: 3 clusters Score -277709.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -277719.875000 Penalty: 2597.707031
	Iteration 9Q: 3 clusters Score -277719.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -277730.343750 Penalty: 2597.707031
	Iteration 10Q: 3 clusters Score -277730.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -277734.718750 Penalty: 2597.707031
	Iteration 11Q: 3 clusters Score -277734.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -277737.687500 Penalty: 2597.707031
	Iteration 12Q: 3 clusters Score -277737.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -277740.437500 Penalty: 2597.707031
	Iteration 13Q: 3 clusters Score -277740.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -277744.375000 Penalty: 2597.707031
	Iteration 14Q: 3 clusters Score -277744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -277750.062500 Penalty: 2597.707031
	Iteration 15Q: 3 clusters Score -277750.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -277754.843750 Penalty: 2597.707031
	Iteration 16Q: 3 clusters Score -277754.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -277758.718750 Penalty: 2597.707031
	Iteration 17Q: 3 clusters Score -277758.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -277763.500000 Penalty: 2597.707031
	Iteration 18Q: 3 clusters Score -277763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -277768.906250 Penalty: 2597.707031
	Iteration 19Q: 3 clusters Score -277768.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -277776.625000 Penalty: 2597.707031
	Iteration 20F: 3 clusters Score -277776.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -277785.968750 Penalty: 2597.707031
	Iteration 21Q: 3 clusters Score -277786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -277792.781250 Penalty: 2597.707031
	Iteration 22Q: 3 clusters Score -277792.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -277799.000000 Penalty: 2597.707031
	Iteration 23Q: 3 clusters Score -277799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -277802.562500 Penalty: 2597.707031
	Iteration 24Q: 3 clusters Score -277802.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -277808.562500 Penalty: 2597.707031
	Iteration 25Q: 3 clusters Score -277808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -277811.093750 Penalty: 2597.707031
	Iteration 26Q: 3 clusters Score -277811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -277814.250000 Penalty: 2597.707031
	Iteration 27Q: 3 clusters Score -277814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -277816.718750 Penalty: 2597.707031
	Iteration 28Q: 3 clusters Score -277816.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -277819.843750 Penalty: 2597.707031
	Iteration 29Q: 3 clusters Score -277819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -277823.218750 Penalty: 2597.707031
	Iteration 30Q: 3 clusters Score -277823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -277825.062500 Penalty: 2597.707031
	Iteration 31Q: 3 clusters Score -277825.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -277827.375000 Penalty: 2597.707031
	Iteration 32Q: 3 clusters Score -277827.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -277831.031250 Penalty: 2597.707031
	Iteration 33Q: 3 clusters Score -277831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -277833.656250 Penalty: 2597.707031
	Iteration 34Q: 3 clusters Score -277833.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -277837.031250 Penalty: 2597.707031
	Iteration 35Q: 3 clusters Score -277837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277838.000000 Penalty: 2597.707031
	Iteration 36Q: 3 clusters Score -277838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -277840.250000 Penalty: 2597.707031
	Iteration 37Q: 3 clusters Score -277840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -277841.250000 Penalty: 2597.707031
	Iteration 38Q: 3 clusters Score -277841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -277842.812500 Penalty: 2597.707031
	Iteration 39Q: 3 clusters Score -277842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -277845.687500 Penalty: 2597.707031
	Iteration 40F: 3 clusters Score -277845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -277846.125000 Penalty: 2597.707031
	Iteration 41Q: 3 clusters Score -277846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -277847.000000 Penalty: 2597.707031
	Iteration 42Q: 3 clusters Score -277847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -277847.218750 Penalty: 2597.707031
	Iteration 43Q: 3 clusters Score -277847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -277847.843750 Penalty: 2597.707031
	Iteration 44Q: 3 clusters Score -277847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -277847.656250 Penalty: 2597.707031
	Iteration 45Q: 3 clusters Score -277847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -277847.656250 Penalty: 2597.707031
	Iteration 46F: 3 clusters Score -277847.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Entering Unmasked Estep 
Score: -5074221.000000 Penalty: 1772.110474
	Iteration 0F: 2 clusters Score -5074221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -5037587.500000 Penalty: 3544.220947
	Iteration 0F: 3 clusters Score -5037588 nChanged 25726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -5052284.000000 Penalty: 3544.220947
	Iteration 1F: 3 clusters Score -5052284 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -5052857.500000 Penalty: 3544.220947
	Iteration 2Q: 3 clusters Score -5052858 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5053522.000000 Penalty: 3544.220947
	Iteration 3Q: 3 clusters Score -5053522 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5054423.000000 Penalty: 3544.220947
	Iteration 4Q: 3 clusters Score -5054423 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -5055738.500000 Penalty: 3544.220947
	Iteration 5Q: 3 clusters Score -5055738 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -5057864.500000 Penalty: 3544.220947
	Iteration 6F: 3 clusters Score -5057864 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -5061069.500000 Penalty: 3544.220947
	Iteration 7F: 3 clusters Score -5061070 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -5064834.000000 Penalty: 3544.220947
	Iteration 8F: 3 clusters Score -5064834 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -5068352.500000 Penalty: 3544.220947
	Iteration 9F: 3 clusters Score -5068352 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -5070602.000000 Penalty: 3544.220947
	Iteration 10Q: 3 clusters Score -5070602 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -5071765.000000 Penalty: 3544.220947
	Iteration 11Q: 3 clusters Score -5071765 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -5072343.000000 Penalty: 3544.220947
	Iteration 12Q: 3 clusters Score -5072343 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -5072543.000000 Penalty: 3544.220947
	Iteration 13Q: 3 clusters Score -5072543 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -5072637.500000 Penalty: 3544.220947
	Iteration 14Q: 3 clusters Score -5072638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -5072695.500000 Penalty: 3544.220947
	Iteration 15Q: 3 clusters Score -5072696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -5072723.500000 Penalty: 3544.220947
	Iteration 16Q: 3 clusters Score -5072724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -5072755.000000 Penalty: 3544.220947
	Iteration 17Q: 3 clusters Score -5072755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -5072764.000000 Penalty: 3544.220947
	Iteration 18Q: 3 clusters Score -5072764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -5072775.500000 Penalty: 3544.220947
	Iteration 19Q: 3 clusters Score -5072776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -5072783.500000 Penalty: 3544.220947
	Iteration 20F: 3 clusters Score -5072784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -5072786.000000 Penalty: 3544.220947
	Iteration 21Q: 3 clusters Score -5072786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -5072781.500000 Penalty: 3544.220947
	Iteration 22Q: 3 clusters Score -5072782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -5072790.000000 Penalty: 3544.220947
	Iteration 23Q: 3 clusters Score -5072790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -5072792.500000 Penalty: 3544.220947
	Iteration 24Q: 3 clusters Score -5072792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -5072795.000000 Penalty: 3544.220947
	Iteration 25Q: 3 clusters Score -5072795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -5072796.500000 Penalty: 3544.220947
	Iteration 26Q: 3 clusters Score -5072796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -5072798.000000 Penalty: 3544.220947
	Iteration 27Q: 3 clusters Score -5072798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -5072799.000000 Penalty: 3544.220947
	Iteration 28Q: 3 clusters Score -5072799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -5072804.000000 Penalty: 3544.220947
	Iteration 29Q: 3 clusters Score -5072804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -5072807.500000 Penalty: 3544.220947
	Iteration 30Q: 3 clusters Score -5072808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -5072808.500000 Penalty: 3544.220947
	Iteration 31Q: 3 clusters Score -5072808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -5072812.500000 Penalty: 3544.220947
	Iteration 32Q: 3 clusters Score -5072812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -5072819.500000 Penalty: 3544.220947
	Iteration 33Q: 3 clusters Score -5072820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -5072822.000000 Penalty: 3544.220947
	Iteration 34Q: 3 clusters Score -5072822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -5072817.500000 Penalty: 3544.220947
	Iteration 35Q: 3 clusters Score -5072818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -5072820.000000 Penalty: 3544.220947
	Iteration 36Q: 3 clusters Score -5072820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -5072824.000000 Penalty: 3544.220947
	Iteration 37Q: 3 clusters Score -5072824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -5072826.000000 Penalty: 3544.220947
	Iteration 38Q: 3 clusters Score -5072826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -5072826.000000 Penalty: 3544.220947
	Iteration 39F: 3 clusters Score -5072826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Entering Unmasked Estep 
Score: -5843249.500000 Penalty: 1794.503296
	Iteration 0F: 2 clusters Score -5843250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -5801728.000000 Penalty: 3589.006592
	Iteration 0F: 3 clusters Score -5801728 nChanged 29268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -5818362.500000 Penalty: 3589.006592
	Iteration 1F: 3 clusters Score -5818362 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -5819029.500000 Penalty: 3589.006592
	Iteration 2Q: 3 clusters Score -5819030 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5819936.000000 Penalty: 3589.006592
	Iteration 3Q: 3 clusters Score -5819936 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -5821233.500000 Penalty: 3589.006592
	Iteration 4Q: 3 clusters Score -5821234 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5823073.000000 Penalty: 3589.006592
	Iteration 5F: 3 clusters Score -5823073 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -5825518.000000 Penalty: 3589.006592
	Iteration 6F: 3 clusters Score -5825518 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5828112.000000 Penalty: 3589.006592
	Iteration 7F: 3 clusters Score -5828112 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -5830615.500000 Penalty: 3589.006592
	Iteration 8F: 3 clusters Score -5830616 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5832832.000000 Penalty: 3589.006592
	Iteration 9F: 3 clusters Score -5832832 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5834240.000000 Penalty: 3589.006592
	Iteration 10Q: 3 clusters Score -5834240 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -5835224.500000 Penalty: 3589.006592
	Iteration 11Q: 3 clusters Score -5835224 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -5835967.500000 Penalty: 3589.006592
	Iteration 12Q: 3 clusters Score -5835968 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -5836609.500000 Penalty: 3589.006592
	Iteration 13Q: 3 clusters Score -5836610 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -5837231.500000 Penalty: 3589.006592
	Iteration 14Q: 3 clusters Score -5837232 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5837863.000000 Penalty: 3589.006592
	Iteration 15Q: 3 clusters Score -5837863 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5838427.000000 Penalty: 3589.006592
	Iteration 16Q: 3 clusters Score -5838427 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5838980.500000 Penalty: 3589.006592
	Iteration 17Q: 3 clusters Score -5838980 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5839510.500000 Penalty: 3589.006592
	Iteration 18Q: 3 clusters Score -5839510 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5840057.500000 Penalty: 3589.006592
	Iteration 19Q: 3 clusters Score -5840058 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5840528.000000 Penalty: 3589.006592
	Iteration 20F: 3 clusters Score -5840528 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5840852.500000 Penalty: 3589.006592
	Iteration 21Q: 3 clusters Score -5840852 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5841099.500000 Penalty: 3589.006592
	Iteration 22Q: 3 clusters Score -5841100 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5841260.000000 Penalty: 3589.006592
	Iteration 23Q: 3 clusters Score -5841260 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5841356.500000 Penalty: 3589.006592
	Iteration 24Q: 3 clusters Score -5841356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5841441.500000 Penalty: 3589.006592
	Iteration 25Q: 3 clusters Score -5841442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5841530.500000 Penalty: 3589.006592
	Iteration 26Q: 3 clusters Score -5841530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5841578.000000 Penalty: 3589.006592
	Iteration 27Q: 3 clusters Score -5841578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5841602.500000 Penalty: 3589.006592
	Iteration 28Q: 3 clusters Score -5841602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5841640.000000 Penalty: 3589.006592
	Iteration 29Q: 3 clusters Score -5841640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5841667.500000 Penalty: 3589.006592
	Iteration 30Q: 3 clusters Score -5841668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5841682.500000 Penalty: 3589.006592
	Iteration 31Q: 3 clusters Score -5841682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5841689.000000 Penalty: 3589.006592
	Iteration 32Q: 3 clusters Score -5841689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5841691.500000 Penalty: 3589.006592
	Iteration 33Q: 3 clusters Score -5841692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5841694.500000 Penalty: 3589.006592
	Iteration 34Q: 3 clusters Score -5841694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5841697.000000 Penalty: 3589.006592
	Iteration 35Q: 3 clusters Score -5841697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5841705.000000 Penalty: 3589.006592
	Iteration 36Q: 3 clusters Score -5841705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5841708.000000 Penalty: 3589.006592
	Iteration 37Q: 3 clusters Score -5841708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5841708.500000 Penalty: 3589.006592
	Iteration 38Q: 3 clusters Score -5841708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5841712.500000 Penalty: 3589.006592
	Iteration 39Q: 3 clusters Score -5841712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5841709.000000 Penalty: 3589.006592
	Iteration 40F: 3 clusters Score -5841709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5841714.500000 Penalty: 3589.006592
	Iteration 41Q: 3 clusters Score -5841714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5841718.500000 Penalty: 3589.006592
	Iteration 42Q: 3 clusters Score -5841718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5841719.500000 Penalty: 3589.006592
	Iteration 43Q: 3 clusters Score -5841720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5841719.500000 Penalty: 3589.006592
	Iteration 44F: 3 clusters Score -5841720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -697558.250000 Penalty: 1463.078857
	Iteration 0F: 2 clusters Score -697558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -691739.062500 Penalty: 2926.157715
	Iteration 0F: 3 clusters Score -691739.1 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -693805.937500 Penalty: 2926.157715
	Iteration 1F: 3 clusters Score -693805.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -694304.062500 Penalty: 2926.157715
	Iteration 2F: 3 clusters Score -694304.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -694873.625000 Penalty: 2926.157715
	Iteration 3F: 3 clusters Score -694873.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -695519.812500 Penalty: 2926.157715
	Iteration 4F: 3 clusters Score -695519.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -696152.062500 Penalty: 2926.157715
	Iteration 5F: 3 clusters Score -696152.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -696736.500000 Penalty: 2926.157715
	Iteration 6F: 3 clusters Score -696736.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -697216.500000 Penalty: 2926.157715
	Iteration 7F: 3 clusters Score -697216.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -697587.625000 Penalty: 2926.157715
	Iteration 8Q: 3 clusters Score -697587.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -697861.062500 Penalty: 2926.157715
	Iteration 9Q: 3 clusters Score -697861.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -698006.312500 Penalty: 2926.157715
	Iteration 10Q: 3 clusters Score -698006.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -698086.375000 Penalty: 2926.157715
	Iteration 11Q: 3 clusters Score -698086.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -698112.750000 Penalty: 2926.157715
	Iteration 12Q: 3 clusters Score -698112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -698121.750000 Penalty: 2926.157715
	Iteration 13Q: 3 clusters Score -698121.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -698124.125000 Penalty: 2926.157715
	Iteration 14Q: 3 clusters Score -698124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -698126.125000 Penalty: 2926.157715
	Iteration 15Q: 3 clusters Score -698126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -698127.500000 Penalty: 2926.157715
	Iteration 16Q: 3 clusters Score -698127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -698127.500000 Penalty: 2926.157715
	Iteration 17F: 3 clusters Score -698127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 53795 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 8 contains 71092 members 
Mstep: Class 9 contains 20769 members 
Mstep: Class 12 contains 19161 members 
Mstep: Class 14 contains 40822 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 18969 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 19 contains 54464 members 
Mstep: Class 20 contains 62511 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 44350 members 
Mstep: Class 23 contains 197673 members 
Entering Unmasked Estep 
Score: -54519736.000000 Penalty: 32440.685547
Splitting cluster 21 changes total score from -54517928.000000 to -54519736.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 22 (44350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Entering Unmasked Estep 
Score: -4140017.000000 Penalty: 1738.728638
	Iteration 0F: 2 clusters Score -4140017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -4110456.750000 Penalty: 3477.457275
	Iteration 0F: 3 clusters Score -4110457 nChanged 20505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4121867.000000 Penalty: 3477.457275
	Iteration 1F: 3 clusters Score -4121867 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4122407.250000 Penalty: 3477.457275
	Iteration 2Q: 3 clusters Score -4122407 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4123119.500000 Penalty: 3477.457275
	Iteration 3Q: 3 clusters Score -4123120 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4124068.250000 Penalty: 3477.457275
	Iteration 4Q: 3 clusters Score -4124068 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4125421.000000 Penalty: 3477.457275
	Iteration 5F: 3 clusters Score -4125421 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -4127231.500000 Penalty: 3477.457275
	Iteration 6F: 3 clusters Score -4127232 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -4129704.250000 Penalty: 3477.457275
	Iteration 7F: 3 clusters Score -4129704 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4132354.750000 Penalty: 3477.457275
	Iteration 8F: 3 clusters Score -4132355 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -4134493.000000 Penalty: 3477.457275
	Iteration 9F: 3 clusters Score -4134493 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -4135729.250000 Penalty: 3477.457275
	Iteration 10Q: 3 clusters Score -4135729 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4136393.000000 Penalty: 3477.457275
	Iteration 11Q: 3 clusters Score -4136393 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4136737.000000 Penalty: 3477.457275
	Iteration 12Q: 3 clusters Score -4136737 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4136983.750000 Penalty: 3477.457275
	Iteration 13Q: 3 clusters Score -4136984 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4137177.750000 Penalty: 3477.457275
	Iteration 14Q: 3 clusters Score -4137178 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4137356.000000 Penalty: 3477.457275
	Iteration 15Q: 3 clusters Score -4137356 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4137495.000000 Penalty: 3477.457275
	Iteration 16Q: 3 clusters Score -4137495 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4137633.000000 Penalty: 3477.457275
	Iteration 17Q: 3 clusters Score -4137633 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4137769.500000 Penalty: 3477.457275
	Iteration 18Q: 3 clusters Score -4137770 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4137886.250000 Penalty: 3477.457275
	Iteration 19Q: 3 clusters Score -4137886 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4137973.000000 Penalty: 3477.457275
	Iteration 20F: 3 clusters Score -4137973 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4138058.750000 Penalty: 3477.457275
	Iteration 21Q: 3 clusters Score -4138059 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4138126.000000 Penalty: 3477.457275
	Iteration 22Q: 3 clusters Score -4138126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4138196.750000 Penalty: 3477.457275
	Iteration 23Q: 3 clusters Score -4138197 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4138234.000000 Penalty: 3477.457275
	Iteration 24Q: 3 clusters Score -4138234 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4138283.000000 Penalty: 3477.457275
	Iteration 25Q: 3 clusters Score -4138283 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4138324.500000 Penalty: 3477.457275
	Iteration 26Q: 3 clusters Score -4138324 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4138363.500000 Penalty: 3477.457275
	Iteration 27Q: 3 clusters Score -4138364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4138402.500000 Penalty: 3477.457275
	Iteration 28Q: 3 clusters Score -4138402 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4138433.000000 Penalty: 3477.457275
	Iteration 29Q: 3 clusters Score -4138433 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4138453.500000 Penalty: 3477.457275
	Iteration 30Q: 3 clusters Score -4138454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4138485.750000 Penalty: 3477.457275
	Iteration 31Q: 3 clusters Score -4138486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4138511.750000 Penalty: 3477.457275
	Iteration 32Q: 3 clusters Score -4138512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4138534.250000 Penalty: 3477.457275
	Iteration 33Q: 3 clusters Score -4138534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4138552.250000 Penalty: 3477.457275
	Iteration 34Q: 3 clusters Score -4138552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4138570.500000 Penalty: 3477.457275
	Iteration 35Q: 3 clusters Score -4138570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4138588.250000 Penalty: 3477.457275
	Iteration 36Q: 3 clusters Score -4138588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4138614.000000 Penalty: 3477.457275
	Iteration 37Q: 3 clusters Score -4138614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4138623.000000 Penalty: 3477.457275
	Iteration 38Q: 3 clusters Score -4138623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4138628.500000 Penalty: 3477.457275
	Iteration 39Q: 3 clusters Score -4138628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4138631.000000 Penalty: 3477.457275
	Iteration 40F: 3 clusters Score -4138631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4138629.750000 Penalty: 3477.457275
	Iteration 41Q: 3 clusters Score -4138630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4138646.500000 Penalty: 3477.457275
	Iteration 42Q: 3 clusters Score -4138646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4138640.250000 Penalty: 3477.457275
	Iteration 43Q: 3 clusters Score -4138640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4138646.750000 Penalty: 3477.457275
	Iteration 44Q: 3 clusters Score -4138647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4138644.750000 Penalty: 3477.457275
	Iteration 45Q: 3 clusters Score -4138645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4138649.500000 Penalty: 3477.457275
	Iteration 46Q: 3 clusters Score -4138650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4138653.000000 Penalty: 3477.457275
	Iteration 47Q: 3 clusters Score -4138653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4138655.750000 Penalty: 3477.457275
	Iteration 48Q: 3 clusters Score -4138656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4138657.250000 Penalty: 3477.457275
	Iteration 49Q: 3 clusters Score -4138657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4138654.500000 Penalty: 3477.457275
	Iteration 50Q: 3 clusters Score -4138654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4138664.750000 Penalty: 3477.457275
	Iteration 51Q: 3 clusters Score -4138665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4138666.000000 Penalty: 3477.457275
	Iteration 52Q: 3 clusters Score -4138666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4138675.500000 Penalty: 3477.457275
	Iteration 53Q: 3 clusters Score -4138676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4138671.750000 Penalty: 3477.457275
	Iteration 54Q: 3 clusters Score -4138672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4138673.750000 Penalty: 3477.457275
	Iteration 55Q: 3 clusters Score -4138674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4138676.500000 Penalty: 3477.457275
	Iteration 56Q: 3 clusters Score -4138676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4138679.000000 Penalty: 3477.457275
	Iteration 57Q: 3 clusters Score -4138679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4138678.750000 Penalty: 3477.457275
	Iteration 58Q: 3 clusters Score -4138679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4138682.750000 Penalty: 3477.457275
	Iteration 59Q: 3 clusters Score -4138683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4138685.500000 Penalty: 3477.457275
	Iteration 60F: 3 clusters Score -4138686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4138687.250000 Penalty: 3477.457275
	Iteration 61Q: 3 clusters Score -4138687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4138692.500000 Penalty: 3477.457275
	Iteration 62Q: 3 clusters Score -4138692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4138696.500000 Penalty: 3477.457275
	Iteration 63Q: 3 clusters Score -4138696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4138696.750000 Penalty: 3477.457275
	Iteration 64Q: 3 clusters Score -4138697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4138695.500000 Penalty: 3477.457275
	Iteration 65Q: 3 clusters Score -4138696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4138693.250000 Penalty: 3477.457275
	Iteration 66Q: 3 clusters Score -4138693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4138692.750000 Penalty: 3477.457275
	Iteration 67Q: 3 clusters Score -4138693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4138693.000000 Penalty: 3477.457275
	Iteration 68Q: 3 clusters Score -4138693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4138694.000000 Penalty: 3477.457275
	Iteration 69Q: 3 clusters Score -4138694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4138686.750000 Penalty: 3477.457275
	Iteration 70Q: 3 clusters Score -4138687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4138692.500000 Penalty: 3477.457275
	Iteration 71Q: 3 clusters Score -4138692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4138693.750000 Penalty: 3477.457275
	Iteration 72Q: 3 clusters Score -4138694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4138693.750000 Penalty: 3477.457275
	Iteration 73F: 3 clusters Score -4138694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (197673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197673 members 
Entering Unmasked Estep 
Score: -18185136.000000 Penalty: 1981.584961
	Iteration 0F: 2 clusters Score -1.818514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -18052802.000000 Penalty: 3963.169922
	Iteration 0F: 3 clusters Score -1.80528e+07 nChanged 95674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -18109570.000000 Penalty: 3963.169922
	Iteration 1F: 3 clusters Score -1.810957e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104044 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -18110874.000000 Penalty: 3963.169922
	Iteration 2Q: 3 clusters Score -1.811087e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -18112768.000000 Penalty: 3963.169922
	Iteration 3Q: 3 clusters Score -1.811277e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -18116136.000000 Penalty: 3963.169922
	Iteration 4Q: 3 clusters Score -1.811614e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120731 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -18121506.000000 Penalty: 3963.169922
	Iteration 5F: 3 clusters Score -1.812151e+07 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131457 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -18130740.000000 Penalty: 3963.169922
	Iteration 6F: 3 clusters Score -1.813074e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -18143218.000000 Penalty: 3963.169922
	Iteration 7F: 3 clusters Score -1.814322e+07 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -18156268.000000 Penalty: 3963.169922
	Iteration 8F: 3 clusters Score -1.815627e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164591 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -18165730.000000 Penalty: 3963.169922
	Iteration 9F: 3 clusters Score -1.816573e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -18170910.000000 Penalty: 3963.169922
	Iteration 10Q: 3 clusters Score -1.817091e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174556 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -18173872.000000 Penalty: 3963.169922
	Iteration 11Q: 3 clusters Score -1.817387e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178108 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -18175760.000000 Penalty: 3963.169922
	Iteration 12Q: 3 clusters Score -1.817576e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -18177512.000000 Penalty: 3963.169922
	Iteration 13Q: 3 clusters Score -1.817751e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183737 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -18178972.000000 Penalty: 3963.169922
	Iteration 14Q: 3 clusters Score -1.817897e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185949 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -18180160.000000 Penalty: 3963.169922
	Iteration 15Q: 3 clusters Score -1.818016e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187751 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -18181180.000000 Penalty: 3963.169922
	Iteration 16Q: 3 clusters Score -1.818118e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189178 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -18181886.000000 Penalty: 3963.169922
	Iteration 17Q: 3 clusters Score -1.818189e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190343 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -18182370.000000 Penalty: 3963.169922
	Iteration 18Q: 3 clusters Score -1.818237e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191274 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -18182766.000000 Penalty: 3963.169922
	Iteration 19Q: 3 clusters Score -1.818277e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192052 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -18182974.000000 Penalty: 3963.169922
	Iteration 20F: 3 clusters Score -1.818297e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192671 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -18183186.000000 Penalty: 3963.169922
	Iteration 21Q: 3 clusters Score -1.818319e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193171 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -18183374.000000 Penalty: 3963.169922
	Iteration 22Q: 3 clusters Score -1.818337e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193602 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -18183484.000000 Penalty: 3963.169922
	Iteration 23Q: 3 clusters Score -1.818348e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193924 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -18183512.000000 Penalty: 3963.169922
	Iteration 24Q: 3 clusters Score -1.818351e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194194 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -18183534.000000 Penalty: 3963.169922
	Iteration 25Q: 3 clusters Score -1.818353e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194416 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -18183602.000000 Penalty: 3963.169922
	Iteration 26Q: 3 clusters Score -1.81836e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194613 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -18183618.000000 Penalty: 3963.169922
	Iteration 27Q: 3 clusters Score -1.818362e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194779 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -18183650.000000 Penalty: 3963.169922
	Iteration 28Q: 3 clusters Score -1.818365e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194922 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -18183656.000000 Penalty: 3963.169922
	Iteration 29Q: 3 clusters Score -1.818366e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195042 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -18183686.000000 Penalty: 3963.169922
	Iteration 30Q: 3 clusters Score -1.818369e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195137 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -18183744.000000 Penalty: 3963.169922
	Iteration 31Q: 3 clusters Score -1.818374e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195215 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -18183772.000000 Penalty: 3963.169922
	Iteration 32Q: 3 clusters Score -1.818377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -18183778.000000 Penalty: 3963.169922
	Iteration 33Q: 3 clusters Score -1.818378e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195338 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -18183796.000000 Penalty: 3963.169922
	Iteration 34Q: 3 clusters Score -1.81838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195388 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -18183822.000000 Penalty: 3963.169922
	Iteration 35Q: 3 clusters Score -1.818382e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195441 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -18183816.000000 Penalty: 3963.169922
	Iteration 36Q: 3 clusters Score -1.818382e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195475 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -18183816.000000 Penalty: 3963.169922
	Iteration 37Q: 3 clusters Score -1.818382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195505 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -18183820.000000 Penalty: 3963.169922
	Iteration 38Q: 3 clusters Score -1.818382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195529 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -18183834.000000 Penalty: 3963.169922
	Iteration 39Q: 3 clusters Score -1.818383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195544 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -18183836.000000 Penalty: 3963.169922
	Iteration 40F: 3 clusters Score -1.818384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195565 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -18183840.000000 Penalty: 3963.169922
	Iteration 41Q: 3 clusters Score -1.818384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195580 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -18183850.000000 Penalty: 3963.169922
	Iteration 42Q: 3 clusters Score -1.818385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195592 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -18183840.000000 Penalty: 3963.169922
	Iteration 43Q: 3 clusters Score -1.818384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195600 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -18183868.000000 Penalty: 3963.169922
	Iteration 44Q: 3 clusters Score -1.818387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195610 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -18183860.000000 Penalty: 3963.169922
	Iteration 45Q: 3 clusters Score -1.818386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195618 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18183846.000000 Penalty: 3963.169922
	Iteration 46Q: 3 clusters Score -1.818385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195625 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -18183862.000000 Penalty: 3963.169922
	Iteration 47Q: 3 clusters Score -1.818386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195630 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -18183854.000000 Penalty: 3963.169922
	Iteration 48Q: 3 clusters Score -1.818385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195630 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -18183854.000000 Penalty: 3963.169922
	Iteration 49F: 3 clusters Score -1.818385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 8 contains 71092 members 
Mstep: Class 9 contains 20769 members 
Mstep: Class 12 contains 19161 members 
Mstep: Class 14 contains 40822 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 18969 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 19 contains 54464 members 
Mstep: Class 20 contains 62511 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 44350 members 
Mstep: Class 23 contains 197673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525240.000000 Penalty: 32440.685547
Iteration 39Q: 16 clusters Score -5.452524e+07 nChanged 14467
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 51329 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 8 contains 69220 members 
Mstep: Class 9 contains 21078 members 
Mstep: Class 12 contains 17760 members 
Mstep: Class 14 contains 40999 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 18939 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 19 contains 55159 members 
Mstep: Class 20 contains 62890 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 44815 members 
Mstep: Class 23 contains 201767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529348.000000 Penalty: 32440.685547
Iteration 40F: 16 clusters Score -5.452935e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 50155 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 8 contains 67481 members 
Mstep: Class 9 contains 21346 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 14 contains 41016 members 
Mstep: Class 15 contains 5744 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 19 contains 55519 members 
Mstep: Class 20 contains 63053 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 45029 members 
Mstep: Class 23 contains 205377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531752.000000 Penalty: 32440.685547
Iteration 41Q: 16 clusters Score -5.453175e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49035 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 8 contains 65949 members 
Mstep: Class 9 contains 21583 members 
Mstep: Class 12 contains 15110 members 
Mstep: Class 14 contains 40948 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 18675 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 19 contains 55834 members 
Mstep: Class 20 contains 63133 members 
Mstep: Class 21 contains 968 members 
Mstep: Class 22 contains 45147 members 
Mstep: Class 23 contains 208904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54533004.000000 Penalty: 32440.685547
Iteration 42Q: 16 clusters Score -5.4533e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 48125 members 
Mstep: Class 3 contains 6871 members 
Mstep: Class 8 contains 64706 members 
Mstep: Class 9 contains 21770 members 
Mstep: Class 12 contains 13852 members 
Mstep: Class 14 contains 40826 members 
Mstep: Class 15 contains 5701 members 
Mstep: Class 16 contains 18542 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 19 contains 56085 members 
Mstep: Class 20 contains 63126 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 45192 members 
Mstep: Class 23 contains 212267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54534208.000000 Penalty: 32440.685547
Iteration 43Q: 16 clusters Score -5.453421e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 47349 members 
Mstep: Class 3 contains 6769 members 
Mstep: Class 8 contains 63580 members 
Mstep: Class 9 contains 21931 members 
Mstep: Class 12 contains 12656 members 
Mstep: Class 14 contains 40639 members 
Mstep: Class 15 contains 5658 members 
Mstep: Class 16 contains 18421 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 19 contains 56312 members 
Mstep: Class 20 contains 63068 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 45150 members 
Mstep: Class 23 contains 215556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535132.000000 Penalty: 32440.685547
Iteration 44Q: 16 clusters Score -5.453513e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46709 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 8 contains 62656 members 
Mstep: Class 9 contains 22029 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 14 contains 40435 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 19 contains 56444 members 
Mstep: Class 20 contains 62938 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 45040 members 
Mstep: Class 23 contains 218686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54535864.000000 Penalty: 32440.685547
Iteration 45Q: 16 clusters Score -5.453586e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 46157 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 8 contains 61813 members 
Mstep: Class 9 contains 22110 members 
Mstep: Class 12 contains 10591 members 
Mstep: Class 14 contains 40210 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 19 contains 56565 members 
Mstep: Class 20 contains 62809 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 44902 members 
Mstep: Class 23 contains 221643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54536656.000000 Penalty: 32440.685547
Iteration 46Q: 16 clusters Score -5.453666e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 45659 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 8 contains 61069 members 
Mstep: Class 9 contains 22160 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 14 contains 39961 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 18147 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 19 contains 56609 members 
Mstep: Class 20 contains 62638 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 44740 members 
Mstep: Class 23 contains 224513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54537468.000000 Penalty: 32440.685547
Iteration 47Q: 16 clusters Score -5.453747e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45243 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 8 contains 60428 members 
Mstep: Class 9 contains 22185 members 
Mstep: Class 12 contains 8829 members 
Mstep: Class 14 contains 39675 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 18089 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 19 contains 56629 members 
Mstep: Class 20 contains 62437 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 44514 members 
Mstep: Class 23 contains 227276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538088.000000 Penalty: 32440.685547
Iteration 48Q: 16 clusters Score -5.453809e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 44830 members 
Mstep: Class 3 contains 6339 members 
Mstep: Class 8 contains 59871 members 
Mstep: Class 9 contains 22219 members 
Mstep: Class 12 contains 8028 members 
Mstep: Class 14 contains 39391 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 18066 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 19 contains 56612 members 
Mstep: Class 20 contains 62197 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 44293 members 
Mstep: Class 23 contains 229951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54538660.000000 Penalty: 32440.685547
Iteration 49Q: 16 clusters Score -5.453866e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 44454 members 
Mstep: Class 3 contains 6270 members 
Mstep: Class 8 contains 59376 members 
Mstep: Class 9 contains 22228 members 
Mstep: Class 12 contains 7249 members 
Mstep: Class 14 contains 39105 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 18047 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 19 contains 56555 members 
Mstep: Class 20 contains 61983 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 44080 members 
Mstep: Class 23 contains 232530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539288.000000 Penalty: 32440.685547
Iteration 50Q: 16 clusters Score -5.453929e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 44081 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 8 contains 58922 members 
Mstep: Class 9 contains 22241 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 14 contains 38795 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 18047 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 19 contains 56495 members 
Mstep: Class 20 contains 61778 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 43819 members 
Mstep: Class 23 contains 235042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54539468.000000 Penalty: 32440.685547
Iteration 51Q: 16 clusters Score -5.453947e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 43780 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 8 contains 58483 members 
Mstep: Class 9 contains 22241 members 
Mstep: Class 12 contains 5908 members 
Mstep: Class 14 contains 38484 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 16 contains 18043 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 19 contains 56439 members 
Mstep: Class 20 contains 61525 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 43539 members 
Mstep: Class 23 contains 237481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540228.000000 Penalty: 32440.685547
Iteration 52Q: 16 clusters Score -5.454023e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 43510 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 8 contains 58081 members 
Mstep: Class 9 contains 22232 members 
Mstep: Class 12 contains 5309 members 
Mstep: Class 14 contains 38167 members 
Mstep: Class 15 contains 5127 members 
Mstep: Class 16 contains 18059 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 19 contains 56331 members 
Mstep: Class 20 contains 61273 members 
Mstep: Class 21 contains 1041 members 
Mstep: Class 22 contains 43275 members 
Mstep: Class 23 contains 239878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540636.000000 Penalty: 32440.685547
Iteration 53Q: 16 clusters Score -5.454064e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 43266 members 
Mstep: Class 3 contains 5975 members 
Mstep: Class 8 contains 57699 members 
Mstep: Class 9 contains 22235 members 
Mstep: Class 12 contains 4782 members 
Mstep: Class 14 contains 37826 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 18079 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 19 contains 56236 members 
Mstep: Class 20 contains 61028 members 
Mstep: Class 21 contains 1047 members 
Mstep: Class 22 contains 43023 members 
Mstep: Class 23 contains 242112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2152.656006 but Gain 2162.712891
Score: -54541096.000000 Penalty: 30277.972656
Iteration 54Q: 15 clusters Score -5.45411e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 43056 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 8 contains 58175 members 
Mstep: Class 9 contains 22259 members 
Mstep: Class 12 contains 4253 members 
Mstep: Class 14 contains 37516 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 18080 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 19 contains 56183 members 
Mstep: Class 20 contains 60824 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 42832 members 
Mstep: Class 23 contains 244420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542904.000000 Penalty: 30277.972656
Iteration 55Q: 15 clusters Score -5.45429e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 42828 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 8 contains 57851 members 
Mstep: Class 9 contains 22243 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 14 contains 37189 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 18089 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 19 contains 56020 members 
Mstep: Class 20 contains 60565 members 
Mstep: Class 21 contains 1063 members 
Mstep: Class 22 contains 42574 members 
Mstep: Class 23 contains 246605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543460.000000 Penalty: 30277.972656
Iteration 56Q: 15 clusters Score -5.454346e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 42613 members 
Mstep: Class 3 contains 5789 members 
Mstep: Class 8 contains 57556 members 
Mstep: Class 9 contains 22226 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 14 contains 36866 members 
Mstep: Class 15 contains 4837 members 
Mstep: Class 16 contains 18117 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 19 contains 55870 members 
Mstep: Class 20 contains 60325 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 42310 members 
Mstep: Class 23 contains 248684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543664.000000 Penalty: 30277.972656
Iteration 57Q: 15 clusters Score -5.454366e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 42399 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 8 contains 57255 members 
Mstep: Class 9 contains 22192 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 14 contains 36547 members 
Mstep: Class 15 contains 4740 members 
Mstep: Class 16 contains 18169 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 19 contains 55717 members 
Mstep: Class 20 contains 60082 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 42069 members 
Mstep: Class 23 contains 250700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544328.000000 Penalty: 30277.972656
Iteration 58Q: 15 clusters Score -5.454433e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 42209 members 
Mstep: Class 3 contains 5685 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 22140 members 
Mstep: Class 12 contains 2617 members 
Mstep: Class 14 contains 36228 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 18224 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 19 contains 55553 members 
Mstep: Class 20 contains 59835 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 41814 members 
Mstep: Class 23 contains 252706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544720.000000 Penalty: 30277.972656
Iteration 59Q: 15 clusters Score -5.454472e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 42011 members 
Mstep: Class 3 contains 5652 members 
Mstep: Class 8 contains 56610 members 
Mstep: Class 9 contains 22083 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 14 contains 35894 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 19 contains 55364 members 
Mstep: Class 20 contains 59617 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 41562 members 
Mstep: Class 23 contains 254683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545208.000000 Penalty: 30277.972656
Iteration 60F: 15 clusters Score -5.454521e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 41789 members 
Mstep: Class 3 contains 5628 members 
Mstep: Class 8 contains 56327 members 
Mstep: Class 9 contains 22036 members 
Mstep: Class 12 contains 2032 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 18369 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 19 contains 55196 members 
Mstep: Class 20 contains 59354 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 41323 members 
Mstep: Class 23 contains 256578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1956.307983 but Gain 2162.712891
Score: -54545848.000000 Penalty: 28115.259766
Iteration 61Q: 14 clusters Score -5.454585e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 41614 members 
Mstep: Class 3 contains 5597 members 
Mstep: Class 8 contains 56067 members 
Mstep: Class 9 contains 22023 members 
Mstep: Class 14 contains 35284 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 18453 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 19 contains 55068 members 
Mstep: Class 20 contains 59172 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 41109 members 
Mstep: Class 23 contains 259853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54548464.000000 Penalty: 28115.259766
Iteration 62Q: 14 clusters Score -5.454846e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 41384 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 8 contains 55689 members 
Mstep: Class 9 contains 21932 members 
Mstep: Class 14 contains 34923 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 18515 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 19 contains 54878 members 
Mstep: Class 20 contains 58764 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 40758 members 
Mstep: Class 23 contains 262020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54548832.000000 Penalty: 28115.259766
Iteration 63Q: 14 clusters Score -5.454883e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 41176 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 8 contains 55337 members 
Mstep: Class 9 contains 21845 members 
Mstep: Class 14 contains 34559 members 
Mstep: Class 15 contains 4170 members 
Mstep: Class 16 contains 18584 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 19 contains 54670 members 
Mstep: Class 20 contains 58383 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 40426 members 
Mstep: Class 23 contains 264100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549020.000000 Penalty: 28115.259766
Iteration 64Q: 14 clusters Score -5.454902e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 40985 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 8 contains 55012 members 
Mstep: Class 9 contains 21756 members 
Mstep: Class 14 contains 34197 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 18675 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 19 contains 54486 members 
Mstep: Class 20 contains 58047 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 40110 members 
Mstep: Class 23 contains 266050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549168.000000 Penalty: 28115.259766
Iteration 65Q: 14 clusters Score -5.454917e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 40815 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 8 contains 54669 members 
Mstep: Class 9 contains 21644 members 
Mstep: Class 14 contains 33833 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 18767 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 19 contains 54302 members 
Mstep: Class 20 contains 57742 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 39796 members 
Mstep: Class 23 contains 267959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549300.000000 Penalty: 28115.259766
Iteration 66Q: 14 clusters Score -5.45493e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 40641 members 
Mstep: Class 3 contains 5436 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 21525 members 
Mstep: Class 14 contains 33477 members 
Mstep: Class 15 contains 3866 members 
Mstep: Class 16 contains 18888 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 19 contains 54117 members 
Mstep: Class 20 contains 57423 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 39505 members 
Mstep: Class 23 contains 269870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549480.000000 Penalty: 28115.259766
Iteration 67Q: 14 clusters Score -5.454948e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 40459 members 
Mstep: Class 3 contains 5403 members 
Mstep: Class 8 contains 54038 members 
Mstep: Class 9 contains 21390 members 
Mstep: Class 14 contains 33123 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 19012 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 19 contains 53910 members 
Mstep: Class 20 contains 57137 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 39226 members 
Mstep: Class 23 contains 271715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549740.000000 Penalty: 28115.259766
Iteration 68Q: 14 clusters Score -5.454974e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 40294 members 
Mstep: Class 3 contains 5368 members 
Mstep: Class 8 contains 53792 members 
Mstep: Class 9 contains 21269 members 
Mstep: Class 14 contains 32800 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 19144 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 19 contains 53710 members 
Mstep: Class 20 contains 56846 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 38934 members 
Mstep: Class 23 contains 273437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549976.000000 Penalty: 28115.259766
Iteration 69Q: 14 clusters Score -5.454998e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 40145 members 
Mstep: Class 3 contains 5339 members 
Mstep: Class 8 contains 53536 members 
Mstep: Class 9 contains 21162 members 
Mstep: Class 14 contains 32493 members 
Mstep: Class 15 contains 3568 members 
Mstep: Class 16 contains 19266 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 19 contains 53506 members 
Mstep: Class 20 contains 56550 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 38638 members 
Mstep: Class 23 contains 275113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54550028.000000 Penalty: 28115.259766
Iteration 70Q: 14 clusters Score -5.455003e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 39984 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 8 contains 53277 members 
Mstep: Class 9 contains 21051 members 
Mstep: Class 14 contains 32168 members 
Mstep: Class 15 contains 3485 members 
Mstep: Class 16 contains 19360 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 19 contains 53311 members 
Mstep: Class 20 contains 56252 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 38362 members 
Mstep: Class 23 contains 276800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54550072.000000 Penalty: 28115.259766
Iteration 71Q: 14 clusters Score -5.455007e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 8 contains 53002 members 
Mstep: Class 9 contains 20934 members 
Mstep: Class 14 contains 31831 members 
Mstep: Class 15 contains 3408 members 
Mstep: Class 16 contains 19438 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 19 contains 53128 members 
Mstep: Class 20 contains 55966 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 38104 members 
Mstep: Class 23 contains 278461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54550324.000000 Penalty: 28115.259766
Iteration 72Q: 14 clusters Score -5.455032e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 39706 members 
Mstep: Class 3 contains 5287 members 
Mstep: Class 8 contains 52742 members 
Mstep: Class 9 contains 20802 members 
Mstep: Class 14 contains 31514 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 19513 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 19 contains 52961 members 
Mstep: Class 20 contains 55685 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 37884 members 
Mstep: Class 23 contains 280026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54550472.000000 Penalty: 28115.259766
Iteration 73Q: 14 clusters Score -5.455047e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 39562 members 
Mstep: Class 3 contains 5273 members 
Mstep: Class 8 contains 52476 members 
Mstep: Class 9 contains 20668 members 
Mstep: Class 14 contains 31234 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 19572 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 19 contains 52794 members 
Mstep: Class 20 contains 55391 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 37685 members 
Mstep: Class 23 contains 281552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54550528.000000 Penalty: 28115.259766
Iteration 74Q: 14 clusters Score -5.455053e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 39433 members 
Mstep: Class 3 contains 5266 members 
Mstep: Class 8 contains 52226 members 
Mstep: Class 9 contains 20556 members 
Mstep: Class 14 contains 30956 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 19637 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 19 contains 52610 members 
Mstep: Class 20 contains 55096 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 37480 members 
Mstep: Class 23 contains 283032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54550624.000000 Penalty: 28115.259766
Iteration 75Q: 14 clusters Score -5.455062e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 39261 members 
Mstep: Class 3 contains 5261 members 
Mstep: Class 8 contains 51972 members 
Mstep: Class 9 contains 20451 members 
Mstep: Class 14 contains 30667 members 
Mstep: Class 15 contains 3205 members 
Mstep: Class 16 contains 19693 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 19 contains 52423 members 
Mstep: Class 20 contains 54853 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 37317 members 
Mstep: Class 23 contains 284478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54550920.000000 Penalty: 28115.259766
Iteration 76Q: 14 clusters Score -5.455092e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 39074 members 
Mstep: Class 3 contains 5255 members 
Mstep: Class 8 contains 51684 members 
Mstep: Class 9 contains 20355 members 
Mstep: Class 14 contains 30373 members 
Mstep: Class 15 contains 3168 members 
Mstep: Class 16 contains 19760 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 19 contains 52221 members 
Mstep: Class 20 contains 54620 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 37189 members 
Mstep: Class 23 contains 285947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54551300.000000 Penalty: 28115.259766
Iteration 77Q: 14 clusters Score -5.45513e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 38880 members 
Mstep: Class 3 contains 5249 members 
Mstep: Class 8 contains 51335 members 
Mstep: Class 9 contains 20239 members 
Mstep: Class 14 contains 30026 members 
Mstep: Class 15 contains 3140 members 
Mstep: Class 16 contains 19823 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 19 contains 52002 members 
Mstep: Class 20 contains 54420 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 37052 members 
Mstep: Class 23 contains 287538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54551656.000000 Penalty: 28115.259766
Iteration 78Q: 14 clusters Score -5.455166e+07 nChanged 1949
Entering ConstructFrom: 
Score: -54551656.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 2 (38678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Entering Unmasked Estep 
Score: -3609260.500000 Penalty: 1716.491821
	Iteration 0F: 2 clusters Score -3609260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3583211.000000 Penalty: 3432.983643
	Iteration 0F: 3 clusters Score -3583211 nChanged 18028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3593240.500000 Penalty: 3432.983643
	Iteration 1F: 3 clusters Score -3593240 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3593637.500000 Penalty: 3432.983643
	Iteration 2Q: 3 clusters Score -3593638 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3593961.000000 Penalty: 3432.983643
	Iteration 3Q: 3 clusters Score -3593961 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3594318.750000 Penalty: 3432.983643
	Iteration 4Q: 3 clusters Score -3594319 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3594731.750000 Penalty: 3432.983643
	Iteration 5Q: 3 clusters Score -3594732 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3595223.750000 Penalty: 3432.983643
	Iteration 6Q: 3 clusters Score -3595224 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3595957.750000 Penalty: 3432.983643
	Iteration 7Q: 3 clusters Score -3595958 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3597091.750000 Penalty: 3432.983643
	Iteration 8F: 3 clusters Score -3597092 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3598809.750000 Penalty: 3432.983643
	Iteration 9F: 3 clusters Score -3598810 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3601184.750000 Penalty: 3432.983643
	Iteration 10F: 3 clusters Score -3601185 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -3603599.250000 Penalty: 3432.983643
	Iteration 11F: 3 clusters Score -3603599 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -3605338.750000 Penalty: 3432.983643
	Iteration 12Q: 3 clusters Score -3605339 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -3606389.750000 Penalty: 3432.983643
	Iteration 13Q: 3 clusters Score -3606390 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -3606998.000000 Penalty: 3432.983643
	Iteration 14Q: 3 clusters Score -3606998 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -3607323.250000 Penalty: 3432.983643
	Iteration 15Q: 3 clusters Score -3607323 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -3607511.500000 Penalty: 3432.983643
	Iteration 16Q: 3 clusters Score -3607512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -3607621.500000 Penalty: 3432.983643
	Iteration 17Q: 3 clusters Score -3607622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -3607672.000000 Penalty: 3432.983643
	Iteration 18Q: 3 clusters Score -3607672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -3607729.000000 Penalty: 3432.983643
	Iteration 19Q: 3 clusters Score -3607729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -3607782.500000 Penalty: 3432.983643
	Iteration 20F: 3 clusters Score -3607782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -3607836.000000 Penalty: 3432.983643
	Iteration 21Q: 3 clusters Score -3607836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -3607866.500000 Penalty: 3432.983643
	Iteration 22Q: 3 clusters Score -3607866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -3607882.000000 Penalty: 3432.983643
	Iteration 23Q: 3 clusters Score -3607882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3607894.250000 Penalty: 3432.983643
	Iteration 24Q: 3 clusters Score -3607894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -3607903.500000 Penalty: 3432.983643
	Iteration 25Q: 3 clusters Score -3607904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -3607906.500000 Penalty: 3432.983643
	Iteration 26Q: 3 clusters Score -3607906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -3607911.500000 Penalty: 3432.983643
	Iteration 27Q: 3 clusters Score -3607912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -3607914.750000 Penalty: 3432.983643
	Iteration 28Q: 3 clusters Score -3607915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -3607920.750000 Penalty: 3432.983643
	Iteration 29Q: 3 clusters Score -3607921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -3607920.000000 Penalty: 3432.983643
	Iteration 30Q: 3 clusters Score -3607920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -3607921.750000 Penalty: 3432.983643
	Iteration 31Q: 3 clusters Score -3607922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -3607926.000000 Penalty: 3432.983643
	Iteration 32Q: 3 clusters Score -3607926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -3607931.000000 Penalty: 3432.983643
	Iteration 33Q: 3 clusters Score -3607931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -3607928.000000 Penalty: 3432.983643
	Iteration 34Q: 3 clusters Score -3607928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -3607927.750000 Penalty: 3432.983643
	Iteration 35Q: 3 clusters Score -3607928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -3607933.250000 Penalty: 3432.983643
	Iteration 36Q: 3 clusters Score -3607933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -3607934.500000 Penalty: 3432.983643
	Iteration 37Q: 3 clusters Score -3607934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -3607938.000000 Penalty: 3432.983643
	Iteration 38Q: 3 clusters Score -3607938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -3607939.000000 Penalty: 3432.983643
	Iteration 39Q: 3 clusters Score -3607939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -3607939.000000 Penalty: 3432.983643
	Iteration 40F: 3 clusters Score -3607939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -454853.906250 Penalty: 1391.786499
	Iteration 0F: 2 clusters Score -454853.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -450745.031250 Penalty: 2783.572998
	Iteration 0F: 3 clusters Score -450745 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -451887.593750 Penalty: 2783.572998
	Iteration 1F: 3 clusters Score -451887.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -452116.625000 Penalty: 2783.572998
	Iteration 2F: 3 clusters Score -452116.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -452372.031250 Penalty: 2783.572998
	Iteration 3F: 3 clusters Score -452372 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -452667.906250 Penalty: 2783.572998
	Iteration 4F: 3 clusters Score -452667.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -453011.562500 Penalty: 2783.572998
	Iteration 5F: 3 clusters Score -453011.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -453382.625000 Penalty: 2783.572998
	Iteration 6F: 3 clusters Score -453382.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -453770.000000 Penalty: 2783.572998
	Iteration 7F: 3 clusters Score -453770 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -454045.625000 Penalty: 2783.572998
	Iteration 8F: 3 clusters Score -454045.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -454165.625000 Penalty: 2783.572998
	Iteration 9Q: 3 clusters Score -454165.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -454222.000000 Penalty: 2783.572998
	Iteration 10Q: 3 clusters Score -454222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -454246.000000 Penalty: 2783.572998
	Iteration 11Q: 3 clusters Score -454246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -454259.218750 Penalty: 2783.572998
	Iteration 12Q: 3 clusters Score -454259.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -454265.812500 Penalty: 2783.572998
	Iteration 13Q: 3 clusters Score -454265.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -454272.437500 Penalty: 2783.572998
	Iteration 14Q: 3 clusters Score -454272.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -454275.656250 Penalty: 2783.572998
	Iteration 15Q: 3 clusters Score -454275.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -454279.437500 Penalty: 2783.572998
	Iteration 16Q: 3 clusters Score -454279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -454282.531250 Penalty: 2783.572998
	Iteration 17Q: 3 clusters Score -454282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -454283.187500 Penalty: 2783.572998
	Iteration 18Q: 3 clusters Score -454283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -454282.750000 Penalty: 2783.572998
	Iteration 19Q: 3 clusters Score -454282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -454283.937500 Penalty: 2783.572998
	Iteration 20F: 3 clusters Score -454283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -454284.281250 Penalty: 2783.572998
	Iteration 21Q: 3 clusters Score -454284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -454284.250000 Penalty: 2783.572998
	Iteration 22Q: 3 clusters Score -454284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -454285.000000 Penalty: 2783.572998
	Iteration 23Q: 3 clusters Score -454285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -454285.000000 Penalty: 2783.572998
	Iteration 24F: 3 clusters Score -454285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Entering Unmasked Estep 
Score: -4746116.500000 Penalty: 1761.333130
	Iteration 0F: 2 clusters Score -4746116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4712085.000000 Penalty: 3522.666260
	Iteration 0F: 3 clusters Score -4712085 nChanged 23765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -4725349.000000 Penalty: 3522.666260
	Iteration 1F: 3 clusters Score -4725349 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4725795.000000 Penalty: 3522.666260
	Iteration 2Q: 3 clusters Score -4725795 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -4726310.000000 Penalty: 3522.666260
	Iteration 3Q: 3 clusters Score -4726310 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4727040.000000 Penalty: 3522.666260
	Iteration 4Q: 3 clusters Score -4727040 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4728286.000000 Penalty: 3522.666260
	Iteration 5Q: 3 clusters Score -4728286 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4730298.000000 Penalty: 3522.666260
	Iteration 6F: 3 clusters Score -4730298 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4733361.500000 Penalty: 3522.666260
	Iteration 7F: 3 clusters Score -4733362 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4737067.000000 Penalty: 3522.666260
	Iteration 8F: 3 clusters Score -4737067 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -4740542.500000 Penalty: 3522.666260
	Iteration 9F: 3 clusters Score -4740542 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -4742876.000000 Penalty: 3522.666260
	Iteration 10Q: 3 clusters Score -4742876 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -4744093.500000 Penalty: 3522.666260
	Iteration 11Q: 3 clusters Score -4744094 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -4744545.500000 Penalty: 3522.666260
	Iteration 12Q: 3 clusters Score -4744546 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -4744721.500000 Penalty: 3522.666260
	Iteration 13Q: 3 clusters Score -4744722 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -4744858.000000 Penalty: 3522.666260
	Iteration 14Q: 3 clusters Score -4744858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -4744934.500000 Penalty: 3522.666260
	Iteration 15Q: 3 clusters Score -4744934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -4744980.000000 Penalty: 3522.666260
	Iteration 16Q: 3 clusters Score -4744980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -4745031.500000 Penalty: 3522.666260
	Iteration 17Q: 3 clusters Score -4745032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -4745070.000000 Penalty: 3522.666260
	Iteration 18Q: 3 clusters Score -4745070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -4745090.000000 Penalty: 3522.666260
	Iteration 19Q: 3 clusters Score -4745090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -4745106.500000 Penalty: 3522.666260
	Iteration 20F: 3 clusters Score -4745106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -4745108.500000 Penalty: 3522.666260
	Iteration 21Q: 3 clusters Score -4745108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -4745121.000000 Penalty: 3522.666260
	Iteration 22Q: 3 clusters Score -4745121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -4745135.500000 Penalty: 3522.666260
	Iteration 23Q: 3 clusters Score -4745136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -4745145.000000 Penalty: 3522.666260
	Iteration 24Q: 3 clusters Score -4745145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -4745152.000000 Penalty: 3522.666260
	Iteration 25Q: 3 clusters Score -4745152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -4745159.000000 Penalty: 3522.666260
	Iteration 26Q: 3 clusters Score -4745159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -4745153.000000 Penalty: 3522.666260
	Iteration 27Q: 3 clusters Score -4745153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -4745166.000000 Penalty: 3522.666260
	Iteration 28Q: 3 clusters Score -4745166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -4745168.500000 Penalty: 3522.666260
	Iteration 29Q: 3 clusters Score -4745168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -4745172.000000 Penalty: 3522.666260
	Iteration 30Q: 3 clusters Score -4745172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -4745176.000000 Penalty: 3522.666260
	Iteration 31Q: 3 clusters Score -4745176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -4745177.000000 Penalty: 3522.666260
	Iteration 32Q: 3 clusters Score -4745177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -4745180.500000 Penalty: 3522.666260
	Iteration 33Q: 3 clusters Score -4745180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -4745185.000000 Penalty: 3522.666260
	Iteration 34Q: 3 clusters Score -4745185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -4745185.000000 Penalty: 3522.666260
	Iteration 35Q: 3 clusters Score -4745185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -4745181.500000 Penalty: 3522.666260
	Iteration 36Q: 3 clusters Score -4745182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -4745181.500000 Penalty: 3522.666260
	Iteration 37Q: 3 clusters Score -4745182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -4745181.500000 Penalty: 3522.666260
	Iteration 38Q: 3 clusters Score -4745182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -4745188.000000 Penalty: 3522.666260
	Iteration 39Q: 3 clusters Score -4745188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -4745192.000000 Penalty: 3522.666260
	Iteration 40F: 3 clusters Score -4745192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -4745187.000000 Penalty: 3522.666260
	Iteration 41Q: 3 clusters Score -4745187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -4745195.000000 Penalty: 3522.666260
	Iteration 42Q: 3 clusters Score -4745195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -4745195.500000 Penalty: 3522.666260
	Iteration 43Q: 3 clusters Score -4745196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -4745206.000000 Penalty: 3522.666260
	Iteration 44Q: 3 clusters Score -4745206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -4745206.500000 Penalty: 3522.666260
	Iteration 45Q: 3 clusters Score -4745206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -4745210.000000 Penalty: 3522.666260
	Iteration 46Q: 3 clusters Score -4745210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -4745206.000000 Penalty: 3522.666260
	Iteration 47Q: 3 clusters Score -4745206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -4745214.500000 Penalty: 3522.666260
	Iteration 48Q: 3 clusters Score -4745214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -4745216.500000 Penalty: 3522.666260
	Iteration 49Q: 3 clusters Score -4745216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -4745214.500000 Penalty: 3522.666260
	Iteration 50Q: 3 clusters Score -4745214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -4745212.000000 Penalty: 3522.666260
	Iteration 51Q: 3 clusters Score -4745212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -4745214.000000 Penalty: 3522.666260
	Iteration 52Q: 3 clusters Score -4745214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -4745213.500000 Penalty: 3522.666260
	Iteration 53Q: 3 clusters Score -4745214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -4745216.500000 Penalty: 3522.666260
	Iteration 54Q: 3 clusters Score -4745216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -4745221.500000 Penalty: 3522.666260
	Iteration 55Q: 3 clusters Score -4745222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -4745216.500000 Penalty: 3522.666260
	Iteration 56Q: 3 clusters Score -4745216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -4745224.000000 Penalty: 3522.666260
	Iteration 57Q: 3 clusters Score -4745224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -4745226.000000 Penalty: 3522.666260
	Iteration 58Q: 3 clusters Score -4745226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -4745231.000000 Penalty: 3522.666260
	Iteration 59Q: 3 clusters Score -4745231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -4745227.500000 Penalty: 3522.666260
	Iteration 60F: 3 clusters Score -4745228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -4745228.000000 Penalty: 3522.666260
	Iteration 61Q: 3 clusters Score -4745228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -4745227.000000 Penalty: 3522.666260
	Iteration 62Q: 3 clusters Score -4745227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -4745227.000000 Penalty: 3522.666260
	Iteration 63Q: 3 clusters Score -4745227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -4745233.000000 Penalty: 3522.666260
	Iteration 64Q: 3 clusters Score -4745233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -4745230.000000 Penalty: 3522.666260
	Iteration 65Q: 3 clusters Score -4745230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -4745229.500000 Penalty: 3522.666260
	Iteration 66Q: 3 clusters Score -4745230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -4745229.500000 Penalty: 3522.666260
	Iteration 67F: 3 clusters Score -4745230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Entering Unmasked Estep 
Score: -1883036.375000 Penalty: 1610.216187
	Iteration 0F: 2 clusters Score -1883036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1869238.500000 Penalty: 3220.432373
	Iteration 0F: 3 clusters Score -1869238 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1874422.125000 Penalty: 3220.432373
	Iteration 1F: 3 clusters Score -1874422 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1874909.250000 Penalty: 3220.432373
	Iteration 2F: 3 clusters Score -1874909 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1875426.750000 Penalty: 3220.432373
	Iteration 3F: 3 clusters Score -1875427 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1876000.875000 Penalty: 3220.432373
	Iteration 4F: 3 clusters Score -1876001 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1876676.375000 Penalty: 3220.432373
	Iteration 5F: 3 clusters Score -1876676 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1877601.375000 Penalty: 3220.432373
	Iteration 6F: 3 clusters Score -1877601 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1878674.500000 Penalty: 3220.432373
	Iteration 7F: 3 clusters Score -1878674 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1879639.000000 Penalty: 3220.432373
	Iteration 8F: 3 clusters Score -1879639 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1880212.875000 Penalty: 3220.432373
	Iteration 9Q: 3 clusters Score -1880213 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1880520.250000 Penalty: 3220.432373
	Iteration 10Q: 3 clusters Score -1880520 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1880734.625000 Penalty: 3220.432373
	Iteration 11Q: 3 clusters Score -1880735 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1880874.625000 Penalty: 3220.432373
	Iteration 12Q: 3 clusters Score -1880875 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1880999.875000 Penalty: 3220.432373
	Iteration 13Q: 3 clusters Score -1881000 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1881112.125000 Penalty: 3220.432373
	Iteration 14Q: 3 clusters Score -1881112 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1881194.750000 Penalty: 3220.432373
	Iteration 15Q: 3 clusters Score -1881195 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1881258.625000 Penalty: 3220.432373
	Iteration 16Q: 3 clusters Score -1881259 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1881302.125000 Penalty: 3220.432373
	Iteration 17Q: 3 clusters Score -1881302 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1881337.125000 Penalty: 3220.432373
	Iteration 18Q: 3 clusters Score -1881337 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1881367.375000 Penalty: 3220.432373
	Iteration 19Q: 3 clusters Score -1881367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1881395.750000 Penalty: 3220.432373
	Iteration 20F: 3 clusters Score -1881396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1881431.000000 Penalty: 3220.432373
	Iteration 21Q: 3 clusters Score -1881431 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1881468.125000 Penalty: 3220.432373
	Iteration 22Q: 3 clusters Score -1881468 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1881507.750000 Penalty: 3220.432373
	Iteration 23Q: 3 clusters Score -1881508 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1881532.625000 Penalty: 3220.432373
	Iteration 24Q: 3 clusters Score -1881533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1881568.500000 Penalty: 3220.432373
	Iteration 25Q: 3 clusters Score -1881568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1881597.000000 Penalty: 3220.432373
	Iteration 26Q: 3 clusters Score -1881597 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1881619.125000 Penalty: 3220.432373
	Iteration 27Q: 3 clusters Score -1881619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1881647.250000 Penalty: 3220.432373
	Iteration 28Q: 3 clusters Score -1881647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1881666.500000 Penalty: 3220.432373
	Iteration 29Q: 3 clusters Score -1881666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1881689.375000 Penalty: 3220.432373
	Iteration 30Q: 3 clusters Score -1881689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1881703.000000 Penalty: 3220.432373
	Iteration 31Q: 3 clusters Score -1881703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1881715.250000 Penalty: 3220.432373
	Iteration 32Q: 3 clusters Score -1881715 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1881738.625000 Penalty: 3220.432373
	Iteration 33Q: 3 clusters Score -1881739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1881756.250000 Penalty: 3220.432373
	Iteration 34Q: 3 clusters Score -1881756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1881765.875000 Penalty: 3220.432373
	Iteration 35Q: 3 clusters Score -1881766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1881782.875000 Penalty: 3220.432373
	Iteration 36Q: 3 clusters Score -1881783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1881789.625000 Penalty: 3220.432373
	Iteration 37Q: 3 clusters Score -1881790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1881808.250000 Penalty: 3220.432373
	Iteration 38Q: 3 clusters Score -1881808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1881817.500000 Penalty: 3220.432373
	Iteration 39Q: 3 clusters Score -1881818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1881823.625000 Penalty: 3220.432373
	Iteration 40F: 3 clusters Score -1881824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1881839.875000 Penalty: 3220.432373
	Iteration 41Q: 3 clusters Score -1881840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1881841.750000 Penalty: 3220.432373
	Iteration 42Q: 3 clusters Score -1881842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1881851.625000 Penalty: 3220.432373
	Iteration 43Q: 3 clusters Score -1881852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1881857.625000 Penalty: 3220.432373
	Iteration 44Q: 3 clusters Score -1881858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1881863.750000 Penalty: 3220.432373
	Iteration 45Q: 3 clusters Score -1881864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1881872.125000 Penalty: 3220.432373
	Iteration 46Q: 3 clusters Score -1881872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1881872.250000 Penalty: 3220.432373
	Iteration 47Q: 3 clusters Score -1881872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1881879.125000 Penalty: 3220.432373
	Iteration 48Q: 3 clusters Score -1881879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1881886.000000 Penalty: 3220.432373
	Iteration 49Q: 3 clusters Score -1881886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1881892.375000 Penalty: 3220.432373
	Iteration 50Q: 3 clusters Score -1881892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1881894.375000 Penalty: 3220.432373
	Iteration 51Q: 3 clusters Score -1881894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1881899.375000 Penalty: 3220.432373
	Iteration 52Q: 3 clusters Score -1881899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1881903.750000 Penalty: 3220.432373
	Iteration 53Q: 3 clusters Score -1881904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1881903.750000 Penalty: 3220.432373
	Iteration 54Q: 3 clusters Score -1881904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1881905.125000 Penalty: 3220.432373
	Iteration 55Q: 3 clusters Score -1881905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1881906.625000 Penalty: 3220.432373
	Iteration 56Q: 3 clusters Score -1881907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1881913.625000 Penalty: 3220.432373
	Iteration 57Q: 3 clusters Score -1881914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1881912.750000 Penalty: 3220.432373
	Iteration 58Q: 3 clusters Score -1881913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1881913.250000 Penalty: 3220.432373
	Iteration 59Q: 3 clusters Score -1881913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1881915.875000 Penalty: 3220.432373
	Iteration 60F: 3 clusters Score -1881916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1881924.000000 Penalty: 3220.432373
	Iteration 61Q: 3 clusters Score -1881924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1881929.625000 Penalty: 3220.432373
	Iteration 62Q: 3 clusters Score -1881930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1881931.750000 Penalty: 3220.432373
	Iteration 63Q: 3 clusters Score -1881932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1881938.250000 Penalty: 3220.432373
	Iteration 64Q: 3 clusters Score -1881938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1881941.750000 Penalty: 3220.432373
	Iteration 65Q: 3 clusters Score -1881942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1881940.500000 Penalty: 3220.432373
	Iteration 66Q: 3 clusters Score -1881940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1881943.000000 Penalty: 3220.432373
	Iteration 67Q: 3 clusters Score -1881943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1881945.875000 Penalty: 3220.432373
	Iteration 68Q: 3 clusters Score -1881946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1881947.000000 Penalty: 3220.432373
	Iteration 69Q: 3 clusters Score -1881947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1881947.000000 Penalty: 3220.432373
	Iteration 70Q: 3 clusters Score -1881947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1881949.375000 Penalty: 3220.432373
	Iteration 71Q: 3 clusters Score -1881949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1881949.625000 Penalty: 3220.432373
	Iteration 72Q: 3 clusters Score -1881950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1881948.250000 Penalty: 3220.432373
	Iteration 73Q: 3 clusters Score -1881948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1881947.500000 Penalty: 3220.432373
	Iteration 74Q: 3 clusters Score -1881948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1881947.500000 Penalty: 3220.432373
	Iteration 75Q: 3 clusters Score -1881948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1881945.500000 Penalty: 3220.432373
	Iteration 76Q: 3 clusters Score -1881946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1881945.500000 Penalty: 3220.432373
	Iteration 77F: 3 clusters Score -1881946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Entering Unmasked Estep 
Score: -2773111.000000 Penalty: 1673.045532
	Iteration 0F: 2 clusters Score -2773111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2753204.000000 Penalty: 3346.091064
	Iteration 0F: 3 clusters Score -2753204 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2761011.000000 Penalty: 3346.091064
	Iteration 1F: 3 clusters Score -2761011 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2761609.000000 Penalty: 3346.091064
	Iteration 2Q: 3 clusters Score -2761609 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2762353.000000 Penalty: 3346.091064
	Iteration 3F: 3 clusters Score -2762353 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2763237.750000 Penalty: 3346.091064
	Iteration 4F: 3 clusters Score -2763238 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2764118.500000 Penalty: 3346.091064
	Iteration 5F: 3 clusters Score -2764118 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2765058.000000 Penalty: 3346.091064
	Iteration 6F: 3 clusters Score -2765058 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2766011.250000 Penalty: 3346.091064
	Iteration 7F: 3 clusters Score -2766011 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2766975.000000 Penalty: 3346.091064
	Iteration 8F: 3 clusters Score -2766975 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2767836.500000 Penalty: 3346.091064
	Iteration 9Q: 3 clusters Score -2767836 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2768395.000000 Penalty: 3346.091064
	Iteration 10Q: 3 clusters Score -2768395 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2768681.500000 Penalty: 3346.091064
	Iteration 11Q: 3 clusters Score -2768682 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2768831.750000 Penalty: 3346.091064
	Iteration 12Q: 3 clusters Score -2768832 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2768920.500000 Penalty: 3346.091064
	Iteration 13Q: 3 clusters Score -2768920 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2768993.750000 Penalty: 3346.091064
	Iteration 14Q: 3 clusters Score -2768994 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2769062.500000 Penalty: 3346.091064
	Iteration 15Q: 3 clusters Score -2769062 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2769117.750000 Penalty: 3346.091064
	Iteration 16Q: 3 clusters Score -2769118 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2769169.500000 Penalty: 3346.091064
	Iteration 17Q: 3 clusters Score -2769170 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2769209.250000 Penalty: 3346.091064
	Iteration 18Q: 3 clusters Score -2769209 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2769246.250000 Penalty: 3346.091064
	Iteration 19Q: 3 clusters Score -2769246 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2769274.000000 Penalty: 3346.091064
	Iteration 20F: 3 clusters Score -2769274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2769286.000000 Penalty: 3346.091064
	Iteration 21Q: 3 clusters Score -2769286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2769313.750000 Penalty: 3346.091064
	Iteration 22Q: 3 clusters Score -2769314 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2769335.250000 Penalty: 3346.091064
	Iteration 23Q: 3 clusters Score -2769335 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2769355.000000 Penalty: 3346.091064
	Iteration 24Q: 3 clusters Score -2769355 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2769394.750000 Penalty: 3346.091064
	Iteration 25Q: 3 clusters Score -2769395 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2769419.000000 Penalty: 3346.091064
	Iteration 26Q: 3 clusters Score -2769419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2769438.500000 Penalty: 3346.091064
	Iteration 27Q: 3 clusters Score -2769438 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2769467.500000 Penalty: 3346.091064
	Iteration 28Q: 3 clusters Score -2769468 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2769507.250000 Penalty: 3346.091064
	Iteration 29Q: 3 clusters Score -2769507 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2769549.250000 Penalty: 3346.091064
	Iteration 30Q: 3 clusters Score -2769549 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2769575.500000 Penalty: 3346.091064
	Iteration 31Q: 3 clusters Score -2769576 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2769626.250000 Penalty: 3346.091064
	Iteration 32Q: 3 clusters Score -2769626 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2769662.000000 Penalty: 3346.091064
	Iteration 33Q: 3 clusters Score -2769662 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2769698.000000 Penalty: 3346.091064
	Iteration 34Q: 3 clusters Score -2769698 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2769731.750000 Penalty: 3346.091064
	Iteration 35Q: 3 clusters Score -2769732 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2769753.500000 Penalty: 3346.091064
	Iteration 36Q: 3 clusters Score -2769754 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2769780.500000 Penalty: 3346.091064
	Iteration 37Q: 3 clusters Score -2769780 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2769806.250000 Penalty: 3346.091064
	Iteration 38Q: 3 clusters Score -2769806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2769835.250000 Penalty: 3346.091064
	Iteration 39Q: 3 clusters Score -2769835 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2769877.000000 Penalty: 3346.091064
	Iteration 40F: 3 clusters Score -2769877 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2769905.000000 Penalty: 3346.091064
	Iteration 41Q: 3 clusters Score -2769905 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2769931.250000 Penalty: 3346.091064
	Iteration 42Q: 3 clusters Score -2769931 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2769974.500000 Penalty: 3346.091064
	Iteration 43Q: 3 clusters Score -2769974 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2769993.000000 Penalty: 3346.091064
	Iteration 44Q: 3 clusters Score -2769993 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2770037.000000 Penalty: 3346.091064
	Iteration 45Q: 3 clusters Score -2770037 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2770070.000000 Penalty: 3346.091064
	Iteration 46Q: 3 clusters Score -2770070 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2770130.250000 Penalty: 3346.091064
	Iteration 47Q: 3 clusters Score -2770130 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2770170.500000 Penalty: 3346.091064
	Iteration 48Q: 3 clusters Score -2770170 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2770239.500000 Penalty: 3346.091064
	Iteration 49Q: 3 clusters Score -2770240 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2770285.000000 Penalty: 3346.091064
	Iteration 50Q: 3 clusters Score -2770285 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2770363.750000 Penalty: 3346.091064
	Iteration 51Q: 3 clusters Score -2770364 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2770424.750000 Penalty: 3346.091064
	Iteration 52Q: 3 clusters Score -2770425 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2770506.000000 Penalty: 3346.091064
	Iteration 53Q: 3 clusters Score -2770506 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2770573.250000 Penalty: 3346.091064
	Iteration 54Q: 3 clusters Score -2770573 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2770632.000000 Penalty: 3346.091064
	Iteration 55Q: 3 clusters Score -2770632 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2770685.250000 Penalty: 3346.091064
	Iteration 56Q: 3 clusters Score -2770685 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2770744.750000 Penalty: 3346.091064
	Iteration 57Q: 3 clusters Score -2770745 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -2770787.500000 Penalty: 3346.091064
	Iteration 58Q: 3 clusters Score -2770788 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2770849.750000 Penalty: 3346.091064
	Iteration 59Q: 3 clusters Score -2770850 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2770899.500000 Penalty: 3346.091064
	Iteration 60F: 3 clusters Score -2770900 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -2770963.250000 Penalty: 3346.091064
	Iteration 61Q: 3 clusters Score -2770963 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -2771027.250000 Penalty: 3346.091064
	Iteration 62Q: 3 clusters Score -2771027 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2771097.250000 Penalty: 3346.091064
	Iteration 63Q: 3 clusters Score -2771097 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2771159.750000 Penalty: 3346.091064
	Iteration 64Q: 3 clusters Score -2771160 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2771207.750000 Penalty: 3346.091064
	Iteration 65Q: 3 clusters Score -2771208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2771279.500000 Penalty: 3346.091064
	Iteration 66Q: 3 clusters Score -2771280 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2771341.000000 Penalty: 3346.091064
	Iteration 67Q: 3 clusters Score -2771341 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -2771381.500000 Penalty: 3346.091064
	Iteration 68Q: 3 clusters Score -2771382 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -2771437.000000 Penalty: 3346.091064
	Iteration 69Q: 3 clusters Score -2771437 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -2771481.000000 Penalty: 3346.091064
	Iteration 70Q: 3 clusters Score -2771481 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -2771514.500000 Penalty: 3346.091064
	Iteration 71Q: 3 clusters Score -2771514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2771547.750000 Penalty: 3346.091064
	Iteration 72Q: 3 clusters Score -2771548 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2771573.000000 Penalty: 3346.091064
	Iteration 73Q: 3 clusters Score -2771573 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -2771596.250000 Penalty: 3346.091064
	Iteration 74Q: 3 clusters Score -2771596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -2771636.250000 Penalty: 3346.091064
	Iteration 75Q: 3 clusters Score -2771636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -2771669.000000 Penalty: 3346.091064
	Iteration 76Q: 3 clusters Score -2771669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2771694.750000 Penalty: 3346.091064
	Iteration 77Q: 3 clusters Score -2771695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -2771725.000000 Penalty: 3346.091064
	Iteration 78Q: 3 clusters Score -2771725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2771770.250000 Penalty: 3346.091064
	Iteration 79Q: 3 clusters Score -2771770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -2771799.500000 Penalty: 3346.091064
	Iteration 80F: 3 clusters Score -2771800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2771821.250000 Penalty: 3346.091064
	Iteration 81Q: 3 clusters Score -2771821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -2771852.750000 Penalty: 3346.091064
	Iteration 82Q: 3 clusters Score -2771853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -2771882.250000 Penalty: 3346.091064
	Iteration 83Q: 3 clusters Score -2771882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -2771907.500000 Penalty: 3346.091064
	Iteration 84Q: 3 clusters Score -2771908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -2771935.000000 Penalty: 3346.091064
	Iteration 85Q: 3 clusters Score -2771935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -2771953.750000 Penalty: 3346.091064
	Iteration 86Q: 3 clusters Score -2771954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -2771969.000000 Penalty: 3346.091064
	Iteration 87Q: 3 clusters Score -2771969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -2771986.000000 Penalty: 3346.091064
	Iteration 88Q: 3 clusters Score -2771986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -2772006.500000 Penalty: 3346.091064
	Iteration 89Q: 3 clusters Score -2772006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -2772016.250000 Penalty: 3346.091064
	Iteration 90Q: 3 clusters Score -2772016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -2772019.000000 Penalty: 3346.091064
	Iteration 91Q: 3 clusters Score -2772019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -2772028.250000 Penalty: 3346.091064
	Iteration 92Q: 3 clusters Score -2772028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -2772033.750000 Penalty: 3346.091064
	Iteration 93Q: 3 clusters Score -2772034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -2772035.000000 Penalty: 3346.091064
	Iteration 94Q: 3 clusters Score -2772035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -2772039.500000 Penalty: 3346.091064
	Iteration 95Q: 3 clusters Score -2772040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -2772040.750000 Penalty: 3346.091064
	Iteration 96Q: 3 clusters Score -2772041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -2772039.500000 Penalty: 3346.091064
	Iteration 97Q: 3 clusters Score -2772040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -2772044.000000 Penalty: 3346.091064
	Iteration 98Q: 3 clusters Score -2772044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -2772047.250000 Penalty: 3346.091064
	Iteration 99Q: 3 clusters Score -2772047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -2772047.000000 Penalty: 3346.091064
	Iteration 100F: 3 clusters Score -2772047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -2772057.250000 Penalty: 3346.091064
	Iteration 101Q: 3 clusters Score -2772057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -2772055.000000 Penalty: 3346.091064
	Iteration 102Q: 3 clusters Score -2772055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -2772054.250000 Penalty: 3346.091064
	Iteration 103Q: 3 clusters Score -2772054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -2772057.250000 Penalty: 3346.091064
	Iteration 104Q: 3 clusters Score -2772057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -2772060.250000 Penalty: 3346.091064
	Iteration 105Q: 3 clusters Score -2772060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -2772065.250000 Penalty: 3346.091064
	Iteration 106Q: 3 clusters Score -2772065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2772066.250000 Penalty: 3346.091064
	Iteration 107Q: 3 clusters Score -2772066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2772067.750000 Penalty: 3346.091064
	Iteration 108Q: 3 clusters Score -2772068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -2772073.750000 Penalty: 3346.091064
	Iteration 109Q: 3 clusters Score -2772074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -2772072.000000 Penalty: 3346.091064
	Iteration 110Q: 3 clusters Score -2772072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -2772072.000000 Penalty: 3346.091064
	Iteration 111F: 3 clusters Score -2772072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -287374.218750 Penalty: 1307.199707
	Iteration 0F: 2 clusters Score -287374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -284600.062500 Penalty: 2614.399414
	Iteration 0F: 3 clusters Score -284600.1 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -285263.843750 Penalty: 2614.399414
	Iteration 1F: 3 clusters Score -285263.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -285374.343750 Penalty: 2614.399414
	Iteration 2F: 3 clusters Score -285374.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -285437.187500 Penalty: 2614.399414
	Iteration 3Q: 3 clusters Score -285437.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -285482.343750 Penalty: 2614.399414
	Iteration 4Q: 3 clusters Score -285482.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -285520.125000 Penalty: 2614.399414
	Iteration 5Q: 3 clusters Score -285520.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -285549.156250 Penalty: 2614.399414
	Iteration 6Q: 3 clusters Score -285549.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -285572.531250 Penalty: 2614.399414
	Iteration 7Q: 3 clusters Score -285572.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -285593.750000 Penalty: 2614.399414
	Iteration 8Q: 3 clusters Score -285593.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -285608.687500 Penalty: 2614.399414
	Iteration 9Q: 3 clusters Score -285608.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -285619.000000 Penalty: 2614.399414
	Iteration 10Q: 3 clusters Score -285619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -285625.937500 Penalty: 2614.399414
	Iteration 11Q: 3 clusters Score -285625.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -285632.562500 Penalty: 2614.399414
	Iteration 12Q: 3 clusters Score -285632.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -285639.531250 Penalty: 2614.399414
	Iteration 13Q: 3 clusters Score -285639.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -285645.187500 Penalty: 2614.399414
	Iteration 14Q: 3 clusters Score -285645.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -285651.125000 Penalty: 2614.399414
	Iteration 15Q: 3 clusters Score -285651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -285657.343750 Penalty: 2614.399414
	Iteration 16Q: 3 clusters Score -285657.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -285665.718750 Penalty: 2614.399414
	Iteration 17Q: 3 clusters Score -285665.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -285672.156250 Penalty: 2614.399414
	Iteration 18Q: 3 clusters Score -285672.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -285677.812500 Penalty: 2614.399414
	Iteration 19Q: 3 clusters Score -285677.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -285679.531250 Penalty: 2614.399414
	Iteration 20F: 3 clusters Score -285679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -285679.656250 Penalty: 2614.399414
	Iteration 21Q: 3 clusters Score -285679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -285681.656250 Penalty: 2614.399414
	Iteration 22Q: 3 clusters Score -285681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -285681.625000 Penalty: 2614.399414
	Iteration 23Q: 3 clusters Score -285681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -285681.562500 Penalty: 2614.399414
	Iteration 24Q: 3 clusters Score -285681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -285681.562500 Penalty: 2614.399414
	Iteration 25F: 3 clusters Score -285681.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Entering Unmasked Estep 
Score: -1790842.625000 Penalty: 1608.322388
	Iteration 0F: 2 clusters Score -1790843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1777371.000000 Penalty: 3216.644775
	Iteration 0F: 3 clusters Score -1777371 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1782064.000000 Penalty: 3216.644775
	Iteration 1F: 3 clusters Score -1782064 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1782326.750000 Penalty: 3216.644775
	Iteration 2Q: 3 clusters Score -1782327 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1782523.875000 Penalty: 3216.644775
	Iteration 3Q: 3 clusters Score -1782524 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1782680.375000 Penalty: 3216.644775
	Iteration 4Q: 3 clusters Score -1782680 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1782805.500000 Penalty: 3216.644775
	Iteration 5Q: 3 clusters Score -1782806 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1782923.625000 Penalty: 3216.644775
	Iteration 6Q: 3 clusters Score -1782924 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1783020.125000 Penalty: 3216.644775
	Iteration 7Q: 3 clusters Score -1783020 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1783112.000000 Penalty: 3216.644775
	Iteration 8Q: 3 clusters Score -1783112 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1783197.625000 Penalty: 3216.644775
	Iteration 9Q: 3 clusters Score -1783198 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1783281.000000 Penalty: 3216.644775
	Iteration 10Q: 3 clusters Score -1783281 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1783383.625000 Penalty: 3216.644775
	Iteration 11Q: 3 clusters Score -1783384 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1783523.000000 Penalty: 3216.644775
	Iteration 12Q: 3 clusters Score -1783523 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1783716.250000 Penalty: 3216.644775
	Iteration 13Q: 3 clusters Score -1783716 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1783985.875000 Penalty: 3216.644775
	Iteration 14Q: 3 clusters Score -1783986 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1784406.375000 Penalty: 3216.644775
	Iteration 15Q: 3 clusters Score -1784406 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1784998.500000 Penalty: 3216.644775
	Iteration 16Q: 3 clusters Score -1784998 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1785641.875000 Penalty: 3216.644775
	Iteration 17Q: 3 clusters Score -1785642 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1786142.375000 Penalty: 3216.644775
	Iteration 18Q: 3 clusters Score -1786142 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1786475.875000 Penalty: 3216.644775
	Iteration 19Q: 3 clusters Score -1786476 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1786660.875000 Penalty: 3216.644775
	Iteration 20F: 3 clusters Score -1786661 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1786825.875000 Penalty: 3216.644775
	Iteration 21Q: 3 clusters Score -1786826 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1786966.250000 Penalty: 3216.644775
	Iteration 22Q: 3 clusters Score -1786966 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1787072.250000 Penalty: 3216.644775
	Iteration 23Q: 3 clusters Score -1787072 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1787154.750000 Penalty: 3216.644775
	Iteration 24Q: 3 clusters Score -1787155 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1787234.500000 Penalty: 3216.644775
	Iteration 25Q: 3 clusters Score -1787234 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1787300.125000 Penalty: 3216.644775
	Iteration 26Q: 3 clusters Score -1787300 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1787348.500000 Penalty: 3216.644775
	Iteration 27Q: 3 clusters Score -1787348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1787384.250000 Penalty: 3216.644775
	Iteration 28Q: 3 clusters Score -1787384 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1787436.500000 Penalty: 3216.644775
	Iteration 29Q: 3 clusters Score -1787436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1787493.625000 Penalty: 3216.644775
	Iteration 30Q: 3 clusters Score -1787494 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1787550.750000 Penalty: 3216.644775
	Iteration 31Q: 3 clusters Score -1787551 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1787628.125000 Penalty: 3216.644775
	Iteration 32Q: 3 clusters Score -1787628 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1787720.500000 Penalty: 3216.644775
	Iteration 33Q: 3 clusters Score -1787720 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1787819.875000 Penalty: 3216.644775
	Iteration 34Q: 3 clusters Score -1787820 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1787925.500000 Penalty: 3216.644775
	Iteration 35Q: 3 clusters Score -1787926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1788046.375000 Penalty: 3216.644775
	Iteration 36Q: 3 clusters Score -1788046 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1788168.500000 Penalty: 3216.644775
	Iteration 37Q: 3 clusters Score -1788168 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1788306.250000 Penalty: 3216.644775
	Iteration 38Q: 3 clusters Score -1788306 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1788449.500000 Penalty: 3216.644775
	Iteration 39Q: 3 clusters Score -1788450 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1788596.375000 Penalty: 3216.644775
	Iteration 40F: 3 clusters Score -1788596 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1788708.750000 Penalty: 3216.644775
	Iteration 41Q: 3 clusters Score -1788709 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1788806.500000 Penalty: 3216.644775
	Iteration 42Q: 3 clusters Score -1788806 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1788888.375000 Penalty: 3216.644775
	Iteration 43Q: 3 clusters Score -1788888 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1788959.500000 Penalty: 3216.644775
	Iteration 44Q: 3 clusters Score -1788960 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1789022.500000 Penalty: 3216.644775
	Iteration 45Q: 3 clusters Score -1789022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1789078.875000 Penalty: 3216.644775
	Iteration 46Q: 3 clusters Score -1789079 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1789121.250000 Penalty: 3216.644775
	Iteration 47Q: 3 clusters Score -1789121 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1789172.375000 Penalty: 3216.644775
	Iteration 48Q: 3 clusters Score -1789172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1789218.250000 Penalty: 3216.644775
	Iteration 49Q: 3 clusters Score -1789218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1789252.000000 Penalty: 3216.644775
	Iteration 50Q: 3 clusters Score -1789252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1789279.750000 Penalty: 3216.644775
	Iteration 51Q: 3 clusters Score -1789280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1789305.125000 Penalty: 3216.644775
	Iteration 52Q: 3 clusters Score -1789305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1789321.500000 Penalty: 3216.644775
	Iteration 53Q: 3 clusters Score -1789322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1789336.500000 Penalty: 3216.644775
	Iteration 54Q: 3 clusters Score -1789336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1789352.875000 Penalty: 3216.644775
	Iteration 55Q: 3 clusters Score -1789353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1789357.875000 Penalty: 3216.644775
	Iteration 56Q: 3 clusters Score -1789358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1789374.625000 Penalty: 3216.644775
	Iteration 57Q: 3 clusters Score -1789375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1789383.375000 Penalty: 3216.644775
	Iteration 58Q: 3 clusters Score -1789383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1789387.875000 Penalty: 3216.644775
	Iteration 59Q: 3 clusters Score -1789388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1789401.625000 Penalty: 3216.644775
	Iteration 60F: 3 clusters Score -1789402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1789406.625000 Penalty: 3216.644775
	Iteration 61Q: 3 clusters Score -1789407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1789415.000000 Penalty: 3216.644775
	Iteration 62Q: 3 clusters Score -1789415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1789422.875000 Penalty: 3216.644775
	Iteration 63Q: 3 clusters Score -1789423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1789426.250000 Penalty: 3216.644775
	Iteration 64Q: 3 clusters Score -1789426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1789430.875000 Penalty: 3216.644775
	Iteration 65Q: 3 clusters Score -1789431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1789432.125000 Penalty: 3216.644775
	Iteration 66Q: 3 clusters Score -1789432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1789434.500000 Penalty: 3216.644775
	Iteration 67Q: 3 clusters Score -1789434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1789437.500000 Penalty: 3216.644775
	Iteration 68Q: 3 clusters Score -1789438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1789440.375000 Penalty: 3216.644775
	Iteration 69Q: 3 clusters Score -1789440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1789443.000000 Penalty: 3216.644775
	Iteration 70Q: 3 clusters Score -1789443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1789444.500000 Penalty: 3216.644775
	Iteration 71Q: 3 clusters Score -1789444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1789444.875000 Penalty: 3216.644775
	Iteration 72Q: 3 clusters Score -1789445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1789443.250000 Penalty: 3216.644775
	Iteration 73Q: 3 clusters Score -1789443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1789444.875000 Penalty: 3216.644775
	Iteration 74Q: 3 clusters Score -1789445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1789444.250000 Penalty: 3216.644775
	Iteration 75Q: 3 clusters Score -1789444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1789448.750000 Penalty: 3216.644775
	Iteration 76Q: 3 clusters Score -1789449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1789452.000000 Penalty: 3216.644775
	Iteration 77Q: 3 clusters Score -1789452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1789454.375000 Penalty: 3216.644775
	Iteration 78Q: 3 clusters Score -1789454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1789454.875000 Penalty: 3216.644775
	Iteration 79Q: 3 clusters Score -1789455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1789455.250000 Penalty: 3216.644775
	Iteration 80F: 3 clusters Score -1789455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -163080.062500 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -163080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161134.046875 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -161134 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -161490.062500 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -161490.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -161562.453125 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -161562.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161600.578125 Penalty: 2425.406494
	Iteration 3Q: 3 clusters Score -161600.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161630.062500 Penalty: 2425.406494
	Iteration 4Q: 3 clusters Score -161630.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -161647.578125 Penalty: 2425.406494
	Iteration 5Q: 3 clusters Score -161647.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -161664.312500 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -161664.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161683.109375 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -161683.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -161699.000000 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -161699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161712.984375 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -161713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161721.609375 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -161721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161728.093750 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -161728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -161733.421875 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -161733.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161738.453125 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -161738.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -161740.843750 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -161740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -161743.140625 Penalty: 2425.406494
	Iteration 15Q: 3 clusters Score -161743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161743.312500 Penalty: 2425.406494
	Iteration 16Q: 3 clusters Score -161743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -161743.968750 Penalty: 2425.406494
	Iteration 17Q: 3 clusters Score -161744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161744.656250 Penalty: 2425.406494
	Iteration 18Q: 3 clusters Score -161744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161745.437500 Penalty: 2425.406494
	Iteration 19Q: 3 clusters Score -161745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161746.140625 Penalty: 2425.406494
	Iteration 20F: 3 clusters Score -161746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Entering Unmasked Estep 
Score: -4817382.000000 Penalty: 1763.656616
	Iteration 0F: 2 clusters Score -4817382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4782679.500000 Penalty: 3527.313232
	Iteration 0F: 3 clusters Score -4782680 nChanged 24322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -4796353.000000 Penalty: 3527.313232
	Iteration 1F: 3 clusters Score -4796353 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -4796932.000000 Penalty: 3527.313232
	Iteration 2Q: 3 clusters Score -4796932 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -4797797.000000 Penalty: 3527.313232
	Iteration 3Q: 3 clusters Score -4797797 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4799051.000000 Penalty: 3527.313232
	Iteration 4Q: 3 clusters Score -4799051 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -4800883.500000 Penalty: 3527.313232
	Iteration 5F: 3 clusters Score -4800884 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4803385.000000 Penalty: 3527.313232
	Iteration 6F: 3 clusters Score -4803385 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4806584.500000 Penalty: 3527.313232
	Iteration 7F: 3 clusters Score -4806584 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4809680.500000 Penalty: 3527.313232
	Iteration 8F: 3 clusters Score -4809680 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4811487.500000 Penalty: 3527.313232
	Iteration 9Q: 3 clusters Score -4811488 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4812326.500000 Penalty: 3527.313232
	Iteration 10Q: 3 clusters Score -4812326 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -4812755.000000 Penalty: 3527.313232
	Iteration 11Q: 3 clusters Score -4812755 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4813033.000000 Penalty: 3527.313232
	Iteration 12Q: 3 clusters Score -4813033 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4813226.500000 Penalty: 3527.313232
	Iteration 13Q: 3 clusters Score -4813226 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4813383.000000 Penalty: 3527.313232
	Iteration 14Q: 3 clusters Score -4813383 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -4813527.500000 Penalty: 3527.313232
	Iteration 15Q: 3 clusters Score -4813528 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -4813647.000000 Penalty: 3527.313232
	Iteration 16Q: 3 clusters Score -4813647 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -4813775.000000 Penalty: 3527.313232
	Iteration 17Q: 3 clusters Score -4813775 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -4813844.500000 Penalty: 3527.313232
	Iteration 18Q: 3 clusters Score -4813844 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -4813932.000000 Penalty: 3527.313232
	Iteration 19Q: 3 clusters Score -4813932 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -4814023.500000 Penalty: 3527.313232
	Iteration 20F: 3 clusters Score -4814024 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -4814108.500000 Penalty: 3527.313232
	Iteration 21Q: 3 clusters Score -4814108 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -4814194.500000 Penalty: 3527.313232
	Iteration 22Q: 3 clusters Score -4814194 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -4814244.000000 Penalty: 3527.313232
	Iteration 23Q: 3 clusters Score -4814244 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -4814323.000000 Penalty: 3527.313232
	Iteration 24Q: 3 clusters Score -4814323 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -4814420.000000 Penalty: 3527.313232
	Iteration 25Q: 3 clusters Score -4814420 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -4814535.000000 Penalty: 3527.313232
	Iteration 26Q: 3 clusters Score -4814535 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -4814619.000000 Penalty: 3527.313232
	Iteration 27Q: 3 clusters Score -4814619 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -4814665.000000 Penalty: 3527.313232
	Iteration 28Q: 3 clusters Score -4814665 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -4814701.000000 Penalty: 3527.313232
	Iteration 29Q: 3 clusters Score -4814701 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -4814763.000000 Penalty: 3527.313232
	Iteration 30Q: 3 clusters Score -4814763 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -4814815.500000 Penalty: 3527.313232
	Iteration 31Q: 3 clusters Score -4814816 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -4814891.000000 Penalty: 3527.313232
	Iteration 32Q: 3 clusters Score -4814891 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -4814983.000000 Penalty: 3527.313232
	Iteration 33Q: 3 clusters Score -4814983 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -4815055.500000 Penalty: 3527.313232
	Iteration 34Q: 3 clusters Score -4815056 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -4815158.000000 Penalty: 3527.313232
	Iteration 35Q: 3 clusters Score -4815158 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -4815252.000000 Penalty: 3527.313232
	Iteration 36Q: 3 clusters Score -4815252 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -4815318.500000 Penalty: 3527.313232
	Iteration 37Q: 3 clusters Score -4815318 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -4815399.500000 Penalty: 3527.313232
	Iteration 38Q: 3 clusters Score -4815400 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -4815498.500000 Penalty: 3527.313232
	Iteration 39Q: 3 clusters Score -4815498 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -4815547.500000 Penalty: 3527.313232
	Iteration 40F: 3 clusters Score -4815548 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -4815583.000000 Penalty: 3527.313232
	Iteration 41Q: 3 clusters Score -4815583 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -4815639.000000 Penalty: 3527.313232
	Iteration 42Q: 3 clusters Score -4815639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -4815656.500000 Penalty: 3527.313232
	Iteration 43Q: 3 clusters Score -4815656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -4815682.000000 Penalty: 3527.313232
	Iteration 44Q: 3 clusters Score -4815682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -4815699.000000 Penalty: 3527.313232
	Iteration 45Q: 3 clusters Score -4815699 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -4815720.500000 Penalty: 3527.313232
	Iteration 46Q: 3 clusters Score -4815720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -4815743.500000 Penalty: 3527.313232
	Iteration 47Q: 3 clusters Score -4815744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -4815776.000000 Penalty: 3527.313232
	Iteration 48Q: 3 clusters Score -4815776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -4815799.000000 Penalty: 3527.313232
	Iteration 49Q: 3 clusters Score -4815799 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -4815827.500000 Penalty: 3527.313232
	Iteration 50Q: 3 clusters Score -4815828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -4815840.000000 Penalty: 3527.313232
	Iteration 51Q: 3 clusters Score -4815840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -4815862.000000 Penalty: 3527.313232
	Iteration 52Q: 3 clusters Score -4815862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -4815907.500000 Penalty: 3527.313232
	Iteration 53Q: 3 clusters Score -4815908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -4815923.000000 Penalty: 3527.313232
	Iteration 54Q: 3 clusters Score -4815923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -4815918.500000 Penalty: 3527.313232
	Iteration 55Q: 3 clusters Score -4815918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -4815932.000000 Penalty: 3527.313232
	Iteration 56Q: 3 clusters Score -4815932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -4815947.000000 Penalty: 3527.313232
	Iteration 57Q: 3 clusters Score -4815947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -4815956.500000 Penalty: 3527.313232
	Iteration 58Q: 3 clusters Score -4815956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -4815968.000000 Penalty: 3527.313232
	Iteration 59Q: 3 clusters Score -4815968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -4815988.000000 Penalty: 3527.313232
	Iteration 60F: 3 clusters Score -4815988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -4815991.000000 Penalty: 3527.313232
	Iteration 61Q: 3 clusters Score -4815991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -4815998.000000 Penalty: 3527.313232
	Iteration 62Q: 3 clusters Score -4815998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -4816003.000000 Penalty: 3527.313232
	Iteration 63Q: 3 clusters Score -4816003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -4816010.000000 Penalty: 3527.313232
	Iteration 64Q: 3 clusters Score -4816010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -4816017.500000 Penalty: 3527.313232
	Iteration 65Q: 3 clusters Score -4816018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -4816025.500000 Penalty: 3527.313232
	Iteration 66Q: 3 clusters Score -4816026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -4816023.000000 Penalty: 3527.313232
	Iteration 67Q: 3 clusters Score -4816023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -4816030.000000 Penalty: 3527.313232
	Iteration 68Q: 3 clusters Score -4816030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -4816031.500000 Penalty: 3527.313232
	Iteration 69Q: 3 clusters Score -4816032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -4816028.000000 Penalty: 3527.313232
	Iteration 70Q: 3 clusters Score -4816028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -4816022.500000 Penalty: 3527.313232
	Iteration 71Q: 3 clusters Score -4816022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -4816022.500000 Penalty: 3527.313232
	Iteration 72Q: 3 clusters Score -4816022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -4816019.500000 Penalty: 3527.313232
	Iteration 73Q: 3 clusters Score -4816020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -4816023.500000 Penalty: 3527.313232
	Iteration 74Q: 3 clusters Score -4816024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -4816022.500000 Penalty: 3527.313232
	Iteration 75Q: 3 clusters Score -4816022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -4816024.500000 Penalty: 3527.313232
	Iteration 76Q: 3 clusters Score -4816024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -4816028.000000 Penalty: 3527.313232
	Iteration 77Q: 3 clusters Score -4816028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -4816027.000000 Penalty: 3527.313232
	Iteration 78Q: 3 clusters Score -4816027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -4816030.000000 Penalty: 3527.313232
	Iteration 79Q: 3 clusters Score -4816030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -4816035.000000 Penalty: 3527.313232
	Iteration 80F: 3 clusters Score -4816035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -4816031.500000 Penalty: 3527.313232
	Iteration 81Q: 3 clusters Score -4816032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -4816034.000000 Penalty: 3527.313232
	Iteration 82Q: 3 clusters Score -4816034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -4816030.500000 Penalty: 3527.313232
	Iteration 83Q: 3 clusters Score -4816030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -4816031.500000 Penalty: 3527.313232
	Iteration 84Q: 3 clusters Score -4816032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -4816033.000000 Penalty: 3527.313232
	Iteration 85Q: 3 clusters Score -4816033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -4816033.000000 Penalty: 3527.313232
	Iteration 86F: 3 clusters Score -4816033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Entering Unmasked Estep 
Score: -5075517.500000 Penalty: 1771.407837
	Iteration 0F: 2 clusters Score -5075518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5039250.000000 Penalty: 3542.815674
	Iteration 0F: 3 clusters Score -5039250 nChanged 25383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5053728.500000 Penalty: 3542.815674
	Iteration 1F: 3 clusters Score -5053728 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -5054415.000000 Penalty: 3542.815674
	Iteration 2Q: 3 clusters Score -5054415 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5055344.500000 Penalty: 3542.815674
	Iteration 3Q: 3 clusters Score -5055344 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5056510.000000 Penalty: 3542.815674
	Iteration 4Q: 3 clusters Score -5056510 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5057999.000000 Penalty: 3542.815674
	Iteration 5F: 3 clusters Score -5057999 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5060054.500000 Penalty: 3542.815674
	Iteration 6F: 3 clusters Score -5060054 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5062419.000000 Penalty: 3542.815674
	Iteration 7F: 3 clusters Score -5062419 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -5064882.000000 Penalty: 3542.815674
	Iteration 8F: 3 clusters Score -5064882 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -5066714.000000 Penalty: 3542.815674
	Iteration 9F: 3 clusters Score -5066714 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5067784.000000 Penalty: 3542.815674
	Iteration 10Q: 3 clusters Score -5067784 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -5068284.500000 Penalty: 3542.815674
	Iteration 11Q: 3 clusters Score -5068284 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -5068631.500000 Penalty: 3542.815674
	Iteration 12Q: 3 clusters Score -5068632 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5068943.000000 Penalty: 3542.815674
	Iteration 13Q: 3 clusters Score -5068943 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -5069238.000000 Penalty: 3542.815674
	Iteration 14Q: 3 clusters Score -5069238 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -5069524.500000 Penalty: 3542.815674
	Iteration 15Q: 3 clusters Score -5069524 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -5069817.500000 Penalty: 3542.815674
	Iteration 16Q: 3 clusters Score -5069818 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -5070199.000000 Penalty: 3542.815674
	Iteration 17Q: 3 clusters Score -5070199 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -5070544.500000 Penalty: 3542.815674
	Iteration 18Q: 3 clusters Score -5070544 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -5070903.000000 Penalty: 3542.815674
	Iteration 19Q: 3 clusters Score -5070903 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -5071299.500000 Penalty: 3542.815674
	Iteration 20F: 3 clusters Score -5071300 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5071687.000000 Penalty: 3542.815674
	Iteration 21Q: 3 clusters Score -5071687 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -5072073.000000 Penalty: 3542.815674
	Iteration 22Q: 3 clusters Score -5072073 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5072418.500000 Penalty: 3542.815674
	Iteration 23Q: 3 clusters Score -5072418 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5072747.500000 Penalty: 3542.815674
	Iteration 24Q: 3 clusters Score -5072748 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5073027.000000 Penalty: 3542.815674
	Iteration 25Q: 3 clusters Score -5073027 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5073263.000000 Penalty: 3542.815674
	Iteration 26Q: 3 clusters Score -5073263 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5073470.500000 Penalty: 3542.815674
	Iteration 27Q: 3 clusters Score -5073470 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5073627.500000 Penalty: 3542.815674
	Iteration 28Q: 3 clusters Score -5073628 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5073736.500000 Penalty: 3542.815674
	Iteration 29Q: 3 clusters Score -5073736 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5073806.000000 Penalty: 3542.815674
	Iteration 30Q: 3 clusters Score -5073806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5073879.000000 Penalty: 3542.815674
	Iteration 31Q: 3 clusters Score -5073879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5073962.500000 Penalty: 3542.815674
	Iteration 32Q: 3 clusters Score -5073962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5073989.000000 Penalty: 3542.815674
	Iteration 33Q: 3 clusters Score -5073989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5074023.500000 Penalty: 3542.815674
	Iteration 34Q: 3 clusters Score -5074024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5074066.500000 Penalty: 3542.815674
	Iteration 35Q: 3 clusters Score -5074066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5074104.500000 Penalty: 3542.815674
	Iteration 36Q: 3 clusters Score -5074104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5074127.500000 Penalty: 3542.815674
	Iteration 37Q: 3 clusters Score -5074128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5074152.500000 Penalty: 3542.815674
	Iteration 38Q: 3 clusters Score -5074152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5074191.000000 Penalty: 3542.815674
	Iteration 39Q: 3 clusters Score -5074191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5074206.000000 Penalty: 3542.815674
	Iteration 40F: 3 clusters Score -5074206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5074223.000000 Penalty: 3542.815674
	Iteration 41Q: 3 clusters Score -5074223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5074241.000000 Penalty: 3542.815674
	Iteration 42Q: 3 clusters Score -5074241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5074237.000000 Penalty: 3542.815674
	Iteration 43Q: 3 clusters Score -5074237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5074242.000000 Penalty: 3542.815674
	Iteration 44Q: 3 clusters Score -5074242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5074238.500000 Penalty: 3542.815674
	Iteration 45Q: 3 clusters Score -5074238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5074239.500000 Penalty: 3542.815674
	Iteration 46Q: 3 clusters Score -5074240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5074244.500000 Penalty: 3542.815674
	Iteration 47Q: 3 clusters Score -5074244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5074240.000000 Penalty: 3542.815674
	Iteration 48Q: 3 clusters Score -5074240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5074240.000000 Penalty: 3542.815674
	Iteration 49F: 3 clusters Score -5074240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -87933.164062 Penalty: 1136.812012
	Iteration 0F: 2 clusters Score -87933.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86501.015625 Penalty: 2273.624023
	Iteration 0F: 3 clusters Score -86501.02 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86822.390625 Penalty: 2273.624023
	Iteration 1F: 3 clusters Score -86822.39 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86939.617188 Penalty: 2273.624023
	Iteration 2F: 3 clusters Score -86939.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -87004.343750 Penalty: 2273.624023
	Iteration 3Q: 3 clusters Score -87004.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87046.210938 Penalty: 2273.624023
	Iteration 4Q: 3 clusters Score -87046.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87071.242188 Penalty: 2273.624023
	Iteration 5Q: 3 clusters Score -87071.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -87085.289062 Penalty: 2273.624023
	Iteration 6Q: 3 clusters Score -87085.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -87097.367188 Penalty: 2273.624023
	Iteration 7Q: 3 clusters Score -87097.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -87114.273438 Penalty: 2273.624023
	Iteration 8Q: 3 clusters Score -87114.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -87126.007812 Penalty: 2273.624023
	Iteration 9Q: 3 clusters Score -87126.01 nChanged 10
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: -87134.007812 Penalty: 2273.624023
	Iteration 10Q: 3 clusters Score -87134.01 nChanged 6
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: -87140.890625 Penalty: 2273.624023
	Iteration 11Q: 3 clusters Score -87140.89 nChanged 4
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: -87144.750000 Penalty: 2273.624023
	Iteration 12Q: 3 clusters Score -87144.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87150.062500 Penalty: 2273.624023
	Iteration 13Q: 3 clusters Score -87150.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87152.898438 Penalty: 2273.624023
	Iteration 14Q: 3 clusters Score -87152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87153.539062 Penalty: 2273.624023
	Iteration 15Q: 3 clusters Score -87153.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87153.671875 Penalty: 2273.624023
	Iteration 16Q: 3 clusters Score -87153.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87155.085938 Penalty: 2273.624023
	Iteration 17Q: 3 clusters Score -87155.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87159.304688 Penalty: 2273.624023
	Iteration 18Q: 3 clusters Score -87159.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -87161.828125 Penalty: 2273.624023
	Iteration 19Q: 3 clusters Score -87161.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87163.828125 Penalty: 2273.624023
	Iteration 20F: 3 clusters Score -87163.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Entering Unmasked Estep 
Score: -3452349.750000 Penalty: 1708.989868
	Iteration 0F: 2 clusters Score -3452350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3427713.250000 Penalty: 3417.979736
	Iteration 0F: 3 clusters Score -3427713 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3437644.750000 Penalty: 3417.979736
	Iteration 1F: 3 clusters Score -3437645 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3438495.250000 Penalty: 3417.979736
	Iteration 2F: 3 clusters Score -3438495 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3439596.000000 Penalty: 3417.979736
	Iteration 3F: 3 clusters Score -3439596 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3441022.750000 Penalty: 3417.979736
	Iteration 4F: 3 clusters Score -3441023 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3442819.500000 Penalty: 3417.979736
	Iteration 5F: 3 clusters Score -3442820 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3445014.000000 Penalty: 3417.979736
	Iteration 6F: 3 clusters Score -3445014 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3447251.000000 Penalty: 3417.979736
	Iteration 7F: 3 clusters Score -3447251 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3448705.500000 Penalty: 3417.979736
	Iteration 8Q: 3 clusters Score -3448706 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3449179.000000 Penalty: 3417.979736
	Iteration 9Q: 3 clusters Score -3449179 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3449379.250000 Penalty: 3417.979736
	Iteration 10Q: 3 clusters Score -3449379 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3449541.000000 Penalty: 3417.979736
	Iteration 11Q: 3 clusters Score -3449541 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3449681.500000 Penalty: 3417.979736
	Iteration 12Q: 3 clusters Score -3449682 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3449788.250000 Penalty: 3417.979736
	Iteration 13Q: 3 clusters Score -3449788 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3449882.750000 Penalty: 3417.979736
	Iteration 14Q: 3 clusters Score -3449883 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3449943.500000 Penalty: 3417.979736
	Iteration 15Q: 3 clusters Score -3449944 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -3450019.500000 Penalty: 3417.979736
	Iteration 16Q: 3 clusters Score -3450020 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3450085.000000 Penalty: 3417.979736
	Iteration 17Q: 3 clusters Score -3450085 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -3450147.750000 Penalty: 3417.979736
	Iteration 18Q: 3 clusters Score -3450148 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3450207.500000 Penalty: 3417.979736
	Iteration 19Q: 3 clusters Score -3450208 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -3450267.000000 Penalty: 3417.979736
	Iteration 20F: 3 clusters Score -3450267 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3450326.250000 Penalty: 3417.979736
	Iteration 21Q: 3 clusters Score -3450326 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -3450375.750000 Penalty: 3417.979736
	Iteration 22Q: 3 clusters Score -3450376 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -3450429.250000 Penalty: 3417.979736
	Iteration 23Q: 3 clusters Score -3450429 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -3450463.500000 Penalty: 3417.979736
	Iteration 24Q: 3 clusters Score -3450464 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -3450507.000000 Penalty: 3417.979736
	Iteration 25Q: 3 clusters Score -3450507 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -3450562.000000 Penalty: 3417.979736
	Iteration 26Q: 3 clusters Score -3450562 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -3450612.000000 Penalty: 3417.979736
	Iteration 27Q: 3 clusters Score -3450612 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3450667.000000 Penalty: 3417.979736
	Iteration 28Q: 3 clusters Score -3450667 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -3450722.000000 Penalty: 3417.979736
	Iteration 29Q: 3 clusters Score -3450722 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -3450763.000000 Penalty: 3417.979736
	Iteration 30Q: 3 clusters Score -3450763 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -3450790.750000 Penalty: 3417.979736
	Iteration 31Q: 3 clusters Score -3450791 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -3450837.250000 Penalty: 3417.979736
	Iteration 32Q: 3 clusters Score -3450837 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -3450869.250000 Penalty: 3417.979736
	Iteration 33Q: 3 clusters Score -3450869 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -3450903.750000 Penalty: 3417.979736
	Iteration 34Q: 3 clusters Score -3450904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -3450930.000000 Penalty: 3417.979736
	Iteration 35Q: 3 clusters Score -3450930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -3450960.000000 Penalty: 3417.979736
	Iteration 36Q: 3 clusters Score -3450960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -3450962.750000 Penalty: 3417.979736
	Iteration 37Q: 3 clusters Score -3450963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3450979.750000 Penalty: 3417.979736
	Iteration 38Q: 3 clusters Score -3450980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -3450979.750000 Penalty: 3417.979736
	Iteration 39Q: 3 clusters Score -3450980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -3450993.000000 Penalty: 3417.979736
	Iteration 40F: 3 clusters Score -3450993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3450999.750000 Penalty: 3417.979736
	Iteration 41Q: 3 clusters Score -3451000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -3450999.500000 Penalty: 3417.979736
	Iteration 42Q: 3 clusters Score -3451000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -3451000.250000 Penalty: 3417.979736
	Iteration 43Q: 3 clusters Score -3451000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -3450999.000000 Penalty: 3417.979736
	Iteration 44Q: 3 clusters Score -3450999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3450999.750000 Penalty: 3417.979736
	Iteration 45Q: 3 clusters Score -3451000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -3451002.750000 Penalty: 3417.979736
	Iteration 46Q: 3 clusters Score -3451003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -3451016.000000 Penalty: 3417.979736
	Iteration 47Q: 3 clusters Score -3451016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -3451011.250000 Penalty: 3417.979736
	Iteration 48Q: 3 clusters Score -3451011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -3451019.000000 Penalty: 3417.979736
	Iteration 49Q: 3 clusters Score -3451019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -3451024.500000 Penalty: 3417.979736
	Iteration 50Q: 3 clusters Score -3451024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -3451036.000000 Penalty: 3417.979736
	Iteration 51Q: 3 clusters Score -3451036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -3451045.000000 Penalty: 3417.979736
	Iteration 52Q: 3 clusters Score -3451045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -3451051.250000 Penalty: 3417.979736
	Iteration 53Q: 3 clusters Score -3451051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -3451047.500000 Penalty: 3417.979736
	Iteration 54Q: 3 clusters Score -3451048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -3451054.500000 Penalty: 3417.979736
	Iteration 55Q: 3 clusters Score -3451054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -3451054.000000 Penalty: 3417.979736
	Iteration 56Q: 3 clusters Score -3451054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -3451050.250000 Penalty: 3417.979736
	Iteration 57Q: 3 clusters Score -3451050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -3451054.250000 Penalty: 3417.979736
	Iteration 58Q: 3 clusters Score -3451054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -3451055.500000 Penalty: 3417.979736
	Iteration 59Q: 3 clusters Score -3451056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3451064.750000 Penalty: 3417.979736
	Iteration 60F: 3 clusters Score -3451065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3451065.000000 Penalty: 3417.979736
	Iteration 61Q: 3 clusters Score -3451065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -3451066.250000 Penalty: 3417.979736
	Iteration 62Q: 3 clusters Score -3451066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -3451074.000000 Penalty: 3417.979736
	Iteration 63Q: 3 clusters Score -3451074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -3451074.500000 Penalty: 3417.979736
	Iteration 64Q: 3 clusters Score -3451074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -3451077.750000 Penalty: 3417.979736
	Iteration 65Q: 3 clusters Score -3451078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -3451080.000000 Penalty: 3417.979736
	Iteration 66Q: 3 clusters Score -3451080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -3451082.750000 Penalty: 3417.979736
	Iteration 67Q: 3 clusters Score -3451083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -3451081.250000 Penalty: 3417.979736
	Iteration 68Q: 3 clusters Score -3451081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -3451081.000000 Penalty: 3417.979736
	Iteration 69Q: 3 clusters Score -3451081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -3451081.000000 Penalty: 3417.979736
	Iteration 70F: 3 clusters Score -3451081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (289292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289292 members 
Entering Unmasked Estep 
Score: -26507834.000000 Penalty: 2043.468628
	Iteration 0F: 2 clusters Score -2.650783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 144792 members 
Entering Unmasked Estep 
Score: -26314896.000000 Penalty: 4086.937256
	Iteration 0F: 3 clusters Score -2.63149e+07 nChanged 141012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139806 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -26399510.000000 Penalty: 4086.937256
	Iteration 1F: 3 clusters Score -2.639951e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136539 members 
Mstep: Class 2 contains 152753 members 
Entering Unmasked Estep 
Score: -26400776.000000 Penalty: 4086.937256
	Iteration 2Q: 3 clusters Score -2.640078e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -26402640.000000 Penalty: 4086.937256
	Iteration 3Q: 3 clusters Score -2.640264e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123481 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -26405700.000000 Penalty: 4086.937256
	Iteration 4Q: 3 clusters Score -2.64057e+07 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -26411082.000000 Penalty: 4086.937256
	Iteration 5Q: 3 clusters Score -2.641108e+07 nChanged 17454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -26421536.000000 Penalty: 4086.937256
	Iteration 6F: 3 clusters Score -2.642154e+07 nChanged 22254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 216863 members 
Entering Unmasked Estep 
Score: -26438258.000000 Penalty: 4086.937256
	Iteration 7F: 3 clusters Score -2.643826e+07 nChanged 24363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 241170 members 
Entering Unmasked Estep 
Score: -26459706.000000 Penalty: 4086.937256
	Iteration 8F: 3 clusters Score -2.645971e+07 nChanged 20859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 262011 members 
Entering Unmasked Estep 
Score: -26479870.000000 Penalty: 4086.937256
	Iteration 9F: 3 clusters Score -2.647987e+07 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 275849 members 
Entering Unmasked Estep 
Score: -26493184.000000 Penalty: 4086.937256
	Iteration 10Q: 3 clusters Score -2.649318e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 283287 members 
Entering Unmasked Estep 
Score: -26500454.000000 Penalty: 4086.937256
	Iteration 11Q: 3 clusters Score -2.650045e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 286710 members 
Entering Unmasked Estep 
Score: -26503730.000000 Penalty: 4086.937256
	Iteration 12Q: 3 clusters Score -2.650373e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 288130 members 
Entering Unmasked Estep 
Score: -26505062.000000 Penalty: 4086.937256
	Iteration 13Q: 3 clusters Score -2.650506e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 288618 members 
Entering Unmasked Estep 
Score: -26505538.000000 Penalty: 4086.937256
	Iteration 14Q: 3 clusters Score -2.650554e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 288800 members 
Entering Unmasked Estep 
Score: -26505744.000000 Penalty: 4086.937256
	Iteration 15Q: 3 clusters Score -2.650574e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 288885 members 
Entering Unmasked Estep 
Score: -26505824.000000 Penalty: 4086.937256
	Iteration 16Q: 3 clusters Score -2.650582e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 288927 members 
Entering Unmasked Estep 
Score: -26505882.000000 Penalty: 4086.937256
	Iteration 17Q: 3 clusters Score -2.650588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 288944 members 
Entering Unmasked Estep 
Score: -26505932.000000 Penalty: 4086.937256
	Iteration 18Q: 3 clusters Score -2.650593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 288956 members 
Entering Unmasked Estep 
Score: -26505942.000000 Penalty: 4086.937256
	Iteration 19Q: 3 clusters Score -2.650594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 288961 members 
Entering Unmasked Estep 
Score: -26505972.000000 Penalty: 4086.937256
	Iteration 20F: 3 clusters Score -2.650597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288966 members 
Entering Unmasked Estep 
Score: -26505958.000000 Penalty: 4086.937256
	Iteration 21Q: 3 clusters Score -2.650596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 288971 members 
Entering Unmasked Estep 
Score: -26505988.000000 Penalty: 4086.937256
	Iteration 22Q: 3 clusters Score -2.650599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288970 members 
Entering Unmasked Estep 
Score: -26505992.000000 Penalty: 4086.937256
	Iteration 23Q: 3 clusters Score -2.650599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288969 members 
Entering Unmasked Estep 
Score: -26506000.000000 Penalty: 4086.937256
	Iteration 24Q: 3 clusters Score -2.6506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288969 members 
Entering Unmasked Estep 
Score: -26506000.000000 Penalty: 4086.937256
	Iteration 25F: 3 clusters Score -2.6506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 38678 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 8 contains 50969 members 
Mstep: Class 9 contains 20111 members 
Mstep: Class 14 contains 29604 members 
Mstep: Class 15 contains 3116 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 19 contains 51703 members 
Mstep: Class 20 contains 54229 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 36933 members 
Mstep: Class 23 contains 289292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54552020.000000 Penalty: 28115.259766
Iteration 79Q: 14 clusters Score -5.455202e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 38459 members 
Mstep: Class 3 contains 5236 members 
Mstep: Class 8 contains 50523 members 
Mstep: Class 9 contains 19952 members 
Mstep: Class 14 contains 29085 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 19958 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 19 contains 51266 members 
Mstep: Class 20 contains 54033 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 36812 members 
Mstep: Class 23 contains 291415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54552176.000000 Penalty: 28115.259766
Iteration 80F: 14 clusters Score -5.455218e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 38218 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 8 contains 50051 members 
Mstep: Class 9 contains 19779 members 
Mstep: Class 14 contains 28476 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 20070 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 19 contains 50741 members 
Mstep: Class 20 contains 53837 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 36715 members 
Mstep: Class 23 contains 293708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2112.797852 but Gain 2162.710938
Score: -54552520.000000 Penalty: 25952.548828
Iteration 81Q: 13 clusters Score -5.455252e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 38005 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 8 contains 49607 members 
Mstep: Class 9 contains 19652 members 
Mstep: Class 14 contains 27817 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 20173 members 
Mstep: Class 19 contains 50253 members 
Mstep: Class 20 contains 53838 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 36655 members 
Mstep: Class 23 contains 297232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54554568.000000 Penalty: 25952.548828
Iteration 82Q: 13 clusters Score -5.455457e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 37715 members 
Mstep: Class 3 contains 5220 members 
Mstep: Class 8 contains 48995 members 
Mstep: Class 9 contains 19411 members 
Mstep: Class 14 contains 26832 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 20286 members 
Mstep: Class 19 contains 49364 members 
Mstep: Class 20 contains 53698 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 36558 members 
Mstep: Class 23 contains 300421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54554312.000000 Penalty: 25952.548828
Iteration 83Q: 13 clusters Score -5.455431e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 37449 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 8 contains 48359 members 
Mstep: Class 9 contains 19219 members 
Mstep: Class 14 contains 25793 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 20380 members 
Mstep: Class 19 contains 48369 members 
Mstep: Class 20 contains 53636 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 36562 members 
Mstep: Class 23 contains 303558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54554420.000000 Penalty: 25952.548828
Iteration 84Q: 13 clusters Score -5.455442e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 37198 members 
Mstep: Class 3 contains 5217 members 
Mstep: Class 8 contains 47701 members 
Mstep: Class 9 contains 19055 members 
Mstep: Class 14 contains 24692 members 
Mstep: Class 15 contains 2912 members 
Mstep: Class 16 contains 20480 members 
Mstep: Class 19 contains 47245 members 
Mstep: Class 20 contains 53617 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 36623 members 
Mstep: Class 23 contains 306754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54554140.000000 Penalty: 25952.548828
Iteration 85Q: 13 clusters Score -5.455414e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 8 contains 47006 members 
Mstep: Class 9 contains 18893 members 
Mstep: Class 14 contains 23557 members 
Mstep: Class 15 contains 2873 members 
Mstep: Class 16 contains 20587 members 
Mstep: Class 19 contains 46028 members 
Mstep: Class 20 contains 53720 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 36754 members 
Mstep: Class 23 contains 309914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54553496.000000 Penalty: 25952.548828
Iteration 86Q: 13 clusters Score -5.45535e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36766 members 
Mstep: Class 3 contains 5199 members 
Mstep: Class 8 contains 46333 members 
Mstep: Class 9 contains 18756 members 
Mstep: Class 14 contains 22371 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 20702 members 
Mstep: Class 19 contains 44753 members 
Mstep: Class 20 contains 53931 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 36949 members 
Mstep: Class 23 contains 312910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54552772.000000 Penalty: 25952.548828
Iteration 87Q: 13 clusters Score -5.455277e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36585 members 
Mstep: Class 3 contains 5191 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 18661 members 
Mstep: Class 14 contains 21248 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 20805 members 
Mstep: Class 19 contains 43430 members 
Mstep: Class 20 contains 54231 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 37253 members 
Mstep: Class 23 contains 315654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54551540.000000 Penalty: 25952.548828
Iteration 88Q: 13 clusters Score -5.455154e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36455 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 8 contains 45029 members 
Mstep: Class 9 contains 18568 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 19 contains 42128 members 
Mstep: Class 20 contains 54601 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 37638 members 
Mstep: Class 23 contains 318034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54550264.000000 Penalty: 25952.548828
Iteration 89Q: 13 clusters Score -5.455026e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36368 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 8 contains 44475 members 
Mstep: Class 9 contains 18515 members 
Mstep: Class 14 contains 19242 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 19 contains 40827 members 
Mstep: Class 20 contains 55046 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 38036 members 
Mstep: Class 23 contains 320085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54549108.000000 Penalty: 25952.548828
Iteration 90Q: 13 clusters Score -5.454911e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 8 contains 43976 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 14 contains 18465 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 21089 members 
Mstep: Class 19 contains 39577 members 
Mstep: Class 20 contains 55553 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 38452 members 
Mstep: Class 23 contains 321732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54548108.000000 Penalty: 25952.548828
Iteration 91Q: 13 clusters Score -5.454811e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36253 members 
Mstep: Class 3 contains 5159 members 
Mstep: Class 8 contains 43484 members 
Mstep: Class 9 contains 18484 members 
Mstep: Class 14 contains 17827 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 21152 members 
Mstep: Class 19 contains 38441 members 
Mstep: Class 20 contains 55995 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 38870 members 
Mstep: Class 23 contains 323162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546900.000000 Penalty: 25952.548828
Iteration 92Q: 13 clusters Score -5.45469e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36242 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 8 contains 43063 members 
Mstep: Class 9 contains 18505 members 
Mstep: Class 14 contains 17234 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 21199 members 
Mstep: Class 19 contains 37376 members 
Mstep: Class 20 contains 56447 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 39322 members 
Mstep: Class 23 contains 324308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545824.000000 Penalty: 25952.548828
Iteration 93Q: 13 clusters Score -5.454582e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36259 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 8 contains 42703 members 
Mstep: Class 9 contains 18531 members 
Mstep: Class 14 contains 16694 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 21237 members 
Mstep: Class 19 contains 36394 members 
Mstep: Class 20 contains 56934 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 39766 members 
Mstep: Class 23 contains 325208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545444.000000 Penalty: 25952.548828
Iteration 94Q: 13 clusters Score -5.454544e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 8 contains 42406 members 
Mstep: Class 9 contains 18563 members 
Mstep: Class 14 contains 16251 members 
Mstep: Class 15 contains 2624 members 
Mstep: Class 16 contains 21269 members 
Mstep: Class 19 contains 35540 members 
Mstep: Class 20 contains 57415 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 40178 members 
Mstep: Class 23 contains 325867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544568.000000 Penalty: 25952.548828
Iteration 95Q: 13 clusters Score -5.454457e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36308 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 8 contains 42156 members 
Mstep: Class 9 contains 18603 members 
Mstep: Class 14 contains 15906 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 21303 members 
Mstep: Class 19 contains 34790 members 
Mstep: Class 20 contains 57830 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 40591 members 
Mstep: Class 23 contains 326275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544060.000000 Penalty: 25952.548828
Iteration 96Q: 13 clusters Score -5.454406e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36351 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 8 contains 41974 members 
Mstep: Class 9 contains 18626 members 
Mstep: Class 14 contains 15638 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 21338 members 
Mstep: Class 19 contains 34123 members 
Mstep: Class 20 contains 58232 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 40965 members 
Mstep: Class 23 contains 326527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543300.000000 Penalty: 25952.548828
Iteration 97Q: 13 clusters Score -5.45433e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36410 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 8 contains 41825 members 
Mstep: Class 9 contains 18648 members 
Mstep: Class 14 contains 15425 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 21362 members 
Mstep: Class 19 contains 33575 members 
Mstep: Class 20 contains 58628 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 41290 members 
Mstep: Class 23 contains 326635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542908.000000 Penalty: 25952.548828
Iteration 98Q: 13 clusters Score -5.454291e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36487 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 8 contains 41699 members 
Mstep: Class 9 contains 18663 members 
Mstep: Class 14 contains 15265 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 21378 members 
Mstep: Class 19 contains 33097 members 
Mstep: Class 20 contains 58943 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 41580 members 
Mstep: Class 23 contains 326721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542472.000000 Penalty: 25952.548828
Iteration 99Q: 13 clusters Score -5.454247e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36561 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 8 contains 41592 members 
Mstep: Class 9 contains 18683 members 
Mstep: Class 14 contains 15173 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 21384 members 
Mstep: Class 19 contains 32682 members 
Mstep: Class 20 contains 59255 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 41871 members 
Mstep: Class 23 contains 326656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542244.000000 Penalty: 25952.548828
Iteration 100F: 13 clusters Score -5.454224e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36631 members 
Mstep: Class 3 contains 5077 members 
Mstep: Class 8 contains 41486 members 
Mstep: Class 9 contains 18710 members 
Mstep: Class 14 contains 15103 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 21395 members 
Mstep: Class 19 contains 32342 members 
Mstep: Class 20 contains 59511 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 42130 members 
Mstep: Class 23 contains 326566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542156.000000 Penalty: 25952.548828
Iteration 101Q: 13 clusters Score -5.454216e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36702 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 8 contains 41432 members 
Mstep: Class 9 contains 18735 members 
Mstep: Class 14 contains 15053 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 21425 members 
Mstep: Class 19 contains 32044 members 
Mstep: Class 20 contains 59738 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 42360 members 
Mstep: Class 23 contains 326412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541760.000000 Penalty: 25952.548828
Iteration 102Q: 13 clusters Score -5.454176e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36753 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 8 contains 41409 members 
Mstep: Class 9 contains 18752 members 
Mstep: Class 14 contains 15018 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 21442 members 
Mstep: Class 19 contains 31809 members 
Mstep: Class 20 contains 59983 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 42581 members 
Mstep: Class 23 contains 326169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541740.000000 Penalty: 25952.548828
Iteration 103Q: 13 clusters Score -5.454174e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36784 members 
Mstep: Class 3 contains 5040 members 
Mstep: Class 8 contains 41399 members 
Mstep: Class 9 contains 18771 members 
Mstep: Class 14 contains 14998 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 21455 members 
Mstep: Class 19 contains 31621 members 
Mstep: Class 20 contains 60203 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 42761 members 
Mstep: Class 23 contains 325947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541784.000000 Penalty: 25952.548828
Iteration 104Q: 13 clusters Score -5.454178e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36810 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 8 contains 41393 members 
Mstep: Class 9 contains 18788 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 21472 members 
Mstep: Class 19 contains 31475 members 
Mstep: Class 20 contains 60389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 42938 members 
Mstep: Class 23 contains 325710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541852.000000 Penalty: 25952.548828
Iteration 105Q: 13 clusters Score -5.454185e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36819 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 8 contains 41389 members 
Mstep: Class 9 contains 18807 members 
Mstep: Class 14 contains 14978 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 21492 members 
Mstep: Class 19 contains 31364 members 
Mstep: Class 20 contains 60534 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 43096 members 
Mstep: Class 23 contains 325510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541768.000000 Penalty: 25952.548828
Iteration 106Q: 13 clusters Score -5.454177e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36830 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 8 contains 41388 members 
Mstep: Class 9 contains 18832 members 
Mstep: Class 14 contains 14973 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 21503 members 
Mstep: Class 19 contains 31288 members 
Mstep: Class 20 contains 60660 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 43235 members 
Mstep: Class 23 contains 325296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541744.000000 Penalty: 25952.548828
Iteration 107Q: 13 clusters Score -5.454174e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36837 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 8 contains 41388 members 
Mstep: Class 9 contains 18853 members 
Mstep: Class 14 contains 14963 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 21521 members 
Mstep: Class 19 contains 31224 members 
Mstep: Class 20 contains 60765 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 43352 members 
Mstep: Class 23 contains 325122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541696.000000 Penalty: 25952.548828
Iteration 108Q: 13 clusters Score -5.45417e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36842 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 8 contains 41384 members 
Mstep: Class 9 contains 18872 members 
Mstep: Class 14 contains 14965 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 16 contains 21540 members 
Mstep: Class 19 contains 31159 members 
Mstep: Class 20 contains 60861 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 43448 members 
Mstep: Class 23 contains 324974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541648.000000 Penalty: 25952.548828
Iteration 109Q: 13 clusters Score -5.454165e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36851 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 8 contains 41385 members 
Mstep: Class 9 contains 18884 members 
Mstep: Class 14 contains 14966 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 21545 members 
Mstep: Class 19 contains 31107 members 
Mstep: Class 20 contains 60941 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43519 members 
Mstep: Class 23 contains 324853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541688.000000 Penalty: 25952.548828
Iteration 110Q: 13 clusters Score -5.454169e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36854 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 8 contains 41386 members 
Mstep: Class 9 contains 18892 members 
Mstep: Class 14 contains 14968 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 21550 members 
Mstep: Class 19 contains 31060 members 
Mstep: Class 20 contains 61022 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43573 members 
Mstep: Class 23 contains 324755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541772.000000 Penalty: 25952.548828
Iteration 111Q: 13 clusters Score -5.454177e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36856 members 
Mstep: Class 3 contains 4972 members 
Mstep: Class 8 contains 41392 members 
Mstep: Class 9 contains 18900 members 
Mstep: Class 14 contains 14972 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 21556 members 
Mstep: Class 19 contains 31017 members 
Mstep: Class 20 contains 61090 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43617 members 
Mstep: Class 23 contains 324667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541836.000000 Penalty: 25952.548828
Iteration 112Q: 13 clusters Score -5.454184e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36858 members 
Mstep: Class 3 contains 4964 members 
Mstep: Class 8 contains 41398 members 
Mstep: Class 9 contains 18904 members 
Mstep: Class 14 contains 14976 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 21561 members 
Mstep: Class 19 contains 30976 members 
Mstep: Class 20 contains 61137 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43655 members 
Mstep: Class 23 contains 324613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 13 clusters Score -5.45418e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36857 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 8 contains 41405 members 
Mstep: Class 9 contains 18907 members 
Mstep: Class 14 contains 14978 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 21562 members 
Mstep: Class 19 contains 30947 members 
Mstep: Class 20 contains 61180 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43685 members 
Mstep: Class 23 contains 324561 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 13 clusters Score -5.454172e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36862 members 
Mstep: Class 3 contains 4954 members 
Mstep: Class 8 contains 41415 members 
Mstep: Class 9 contains 18912 members 
Mstep: Class 14 contains 14978 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 16 contains 21569 members 
Mstep: Class 19 contains 30921 members 
Mstep: Class 20 contains 61214 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43719 members 
Mstep: Class 23 contains 324500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541760.000000 Penalty: 25952.548828
Iteration 115Q: 13 clusters Score -5.454176e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36864 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 8 contains 41427 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 14 contains 14975 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 21574 members 
Mstep: Class 19 contains 30900 members 
Mstep: Class 20 contains 61247 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43754 members 
Mstep: Class 23 contains 324443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541752.000000 Penalty: 25952.548828
Iteration 116Q: 13 clusters Score -5.454175e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4936 members 
Mstep: Class 8 contains 41434 members 
Mstep: Class 9 contains 18927 members 
Mstep: Class 14 contains 14975 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 21581 members 
Mstep: Class 19 contains 30881 members 
Mstep: Class 20 contains 61281 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43790 members 
Mstep: Class 23 contains 324371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541760.000000 Penalty: 25952.548828
Iteration 117Q: 13 clusters Score -5.454176e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 8 contains 41440 members 
Mstep: Class 9 contains 18934 members 
Mstep: Class 14 contains 14978 members 
Mstep: Class 15 contains 2451 members 
Mstep: Class 16 contains 21587 members 
Mstep: Class 19 contains 30868 members 
Mstep: Class 20 contains 61318 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43825 members 
Mstep: Class 23 contains 324295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 13 clusters Score -5.454174e+07 nChanged 141
Entering ConstructFrom: 
Score: -54541744.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 2 (36876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Entering Unmasked Estep 
Score: -3444525.000000 Penalty: 1708.738892
	Iteration 0F: 2 clusters Score -3444525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3419762.000000 Penalty: 3417.477783
	Iteration 0F: 3 clusters Score -3419762 nChanged 17183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3429127.250000 Penalty: 3417.477783
	Iteration 1F: 3 clusters Score -3429127 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3429552.250000 Penalty: 3417.477783
	Iteration 2Q: 3 clusters Score -3429552 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3430089.500000 Penalty: 3417.477783
	Iteration 3Q: 3 clusters Score -3430090 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3430903.500000 Penalty: 3417.477783
	Iteration 4Q: 3 clusters Score -3430904 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3432146.500000 Penalty: 3417.477783
	Iteration 5F: 3 clusters Score -3432146 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3433955.250000 Penalty: 3417.477783
	Iteration 6F: 3 clusters Score -3433955 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3436229.250000 Penalty: 3417.477783
	Iteration 7F: 3 clusters Score -3436229 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3438580.250000 Penalty: 3417.477783
	Iteration 8F: 3 clusters Score -3438580 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3440494.500000 Penalty: 3417.477783
	Iteration 9F: 3 clusters Score -3440494 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3441691.750000 Penalty: 3417.477783
	Iteration 10Q: 3 clusters Score -3441692 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3442285.750000 Penalty: 3417.477783
	Iteration 11Q: 3 clusters Score -3442286 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3442596.500000 Penalty: 3417.477783
	Iteration 12Q: 3 clusters Score -3442596 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3442743.750000 Penalty: 3417.477783
	Iteration 13Q: 3 clusters Score -3442744 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3442847.000000 Penalty: 3417.477783
	Iteration 14Q: 3 clusters Score -3442847 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3442914.500000 Penalty: 3417.477783
	Iteration 15Q: 3 clusters Score -3442914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3442956.250000 Penalty: 3417.477783
	Iteration 16Q: 3 clusters Score -3442956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3442987.500000 Penalty: 3417.477783
	Iteration 17Q: 3 clusters Score -3442988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3443021.000000 Penalty: 3417.477783
	Iteration 18Q: 3 clusters Score -3443021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3443037.750000 Penalty: 3417.477783
	Iteration 19Q: 3 clusters Score -3443038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3443055.750000 Penalty: 3417.477783
	Iteration 20F: 3 clusters Score -3443056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3443059.250000 Penalty: 3417.477783
	Iteration 21Q: 3 clusters Score -3443059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3443067.750000 Penalty: 3417.477783
	Iteration 22Q: 3 clusters Score -3443068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3443077.000000 Penalty: 3417.477783
	Iteration 23Q: 3 clusters Score -3443077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3443082.750000 Penalty: 3417.477783
	Iteration 24Q: 3 clusters Score -3443083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3443090.250000 Penalty: 3417.477783
	Iteration 25Q: 3 clusters Score -3443090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3443091.000000 Penalty: 3417.477783
	Iteration 26Q: 3 clusters Score -3443091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3443089.500000 Penalty: 3417.477783
	Iteration 27Q: 3 clusters Score -3443090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3443095.500000 Penalty: 3417.477783
	Iteration 28Q: 3 clusters Score -3443096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3443096.500000 Penalty: 3417.477783
	Iteration 29Q: 3 clusters Score -3443096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3443100.250000 Penalty: 3417.477783
	Iteration 30Q: 3 clusters Score -3443100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3443112.250000 Penalty: 3417.477783
	Iteration 31Q: 3 clusters Score -3443112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3443113.000000 Penalty: 3417.477783
	Iteration 32Q: 3 clusters Score -3443113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3443111.750000 Penalty: 3417.477783
	Iteration 33Q: 3 clusters Score -3443112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3443112.500000 Penalty: 3417.477783
	Iteration 34Q: 3 clusters Score -3443112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3443125.250000 Penalty: 3417.477783
	Iteration 35Q: 3 clusters Score -3443125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3443122.250000 Penalty: 3417.477783
	Iteration 36Q: 3 clusters Score -3443122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3443125.750000 Penalty: 3417.477783
	Iteration 37Q: 3 clusters Score -3443126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3443131.000000 Penalty: 3417.477783
	Iteration 38Q: 3 clusters Score -3443131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3443132.500000 Penalty: 3417.477783
	Iteration 39Q: 3 clusters Score -3443132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3443136.250000 Penalty: 3417.477783
	Iteration 40F: 3 clusters Score -3443136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3443142.750000 Penalty: 3417.477783
	Iteration 41Q: 3 clusters Score -3443143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3443143.250000 Penalty: 3417.477783
	Iteration 42Q: 3 clusters Score -3443143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3443141.000000 Penalty: 3417.477783
	Iteration 43Q: 3 clusters Score -3443141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3443141.000000 Penalty: 3417.477783
	Iteration 44F: 3 clusters Score -3443141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -427363.000000 Penalty: 1381.719849
	Iteration 0F: 2 clusters Score -427363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -423423.375000 Penalty: 2763.439697
	Iteration 0F: 3 clusters Score -423423.4 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -424628.531250 Penalty: 2763.439697
	Iteration 1F: 3 clusters Score -424628.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -425073.062500 Penalty: 2763.439697
	Iteration 2F: 3 clusters Score -425073.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -425540.906250 Penalty: 2763.439697
	Iteration 3F: 3 clusters Score -425540.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -426040.468750 Penalty: 2763.439697
	Iteration 4F: 3 clusters Score -426040.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -426421.406250 Penalty: 2763.439697
	Iteration 5F: 3 clusters Score -426421.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -426620.937500 Penalty: 2763.439697
	Iteration 6F: 3 clusters Score -426620.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -426723.125000 Penalty: 2763.439697
	Iteration 7Q: 3 clusters Score -426723.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -426777.468750 Penalty: 2763.439697
	Iteration 8Q: 3 clusters Score -426777.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -426818.500000 Penalty: 2763.439697
	Iteration 9Q: 3 clusters Score -426818.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -426841.718750 Penalty: 2763.439697
	Iteration 10Q: 3 clusters Score -426841.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -426859.250000 Penalty: 2763.439697
	Iteration 11Q: 3 clusters Score -426859.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -426867.593750 Penalty: 2763.439697
	Iteration 12Q: 3 clusters Score -426867.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -426873.718750 Penalty: 2763.439697
	Iteration 13Q: 3 clusters Score -426873.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -426876.406250 Penalty: 2763.439697
	Iteration 14Q: 3 clusters Score -426876.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -426879.750000 Penalty: 2763.439697
	Iteration 15Q: 3 clusters Score -426879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -426881.093750 Penalty: 2763.439697
	Iteration 16Q: 3 clusters Score -426881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -426881.218750 Penalty: 2763.439697
	Iteration 17Q: 3 clusters Score -426881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -426882.750000 Penalty: 2763.439697
	Iteration 18Q: 3 clusters Score -426882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -426883.687500 Penalty: 2763.439697
	Iteration 19Q: 3 clusters Score -426883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -426884.562500 Penalty: 2763.439697
	Iteration 20F: 3 clusters Score -426884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -426884.593750 Penalty: 2763.439697
	Iteration 21Q: 3 clusters Score -426884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -426884.593750 Penalty: 2763.439697
	Iteration 22F: 3 clusters Score -426884.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Entering Unmasked Estep 
Score: -3870508.750000 Penalty: 1727.755127
	Iteration 0F: 2 clusters Score -3870509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3842796.500000 Penalty: 3455.510254
	Iteration 0F: 3 clusters Score -3842796 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3853896.250000 Penalty: 3455.510254
	Iteration 1F: 3 clusters Score -3853896 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3854805.000000 Penalty: 3455.510254
	Iteration 2Q: 3 clusters Score -3854805 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3855907.750000 Penalty: 3455.510254
	Iteration 3Q: 3 clusters Score -3855908 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3857167.500000 Penalty: 3455.510254
	Iteration 4F: 3 clusters Score -3857168 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3858557.500000 Penalty: 3455.510254
	Iteration 5F: 3 clusters Score -3858558 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3860162.500000 Penalty: 3455.510254
	Iteration 6F: 3 clusters Score -3860162 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3861989.000000 Penalty: 3455.510254
	Iteration 7F: 3 clusters Score -3861989 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3863541.750000 Penalty: 3455.510254
	Iteration 8F: 3 clusters Score -3863542 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3864361.000000 Penalty: 3455.510254
	Iteration 9Q: 3 clusters Score -3864361 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3864705.750000 Penalty: 3455.510254
	Iteration 10Q: 3 clusters Score -3864706 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3864836.750000 Penalty: 3455.510254
	Iteration 11Q: 3 clusters Score -3864837 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3864956.750000 Penalty: 3455.510254
	Iteration 12Q: 3 clusters Score -3864957 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3865071.000000 Penalty: 3455.510254
	Iteration 13Q: 3 clusters Score -3865071 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3865151.750000 Penalty: 3455.510254
	Iteration 14Q: 3 clusters Score -3865152 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3865234.000000 Penalty: 3455.510254
	Iteration 15Q: 3 clusters Score -3865234 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3865300.250000 Penalty: 3455.510254
	Iteration 16Q: 3 clusters Score -3865300 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3865378.250000 Penalty: 3455.510254
	Iteration 17Q: 3 clusters Score -3865378 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3865430.250000 Penalty: 3455.510254
	Iteration 18Q: 3 clusters Score -3865430 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3865496.000000 Penalty: 3455.510254
	Iteration 19Q: 3 clusters Score -3865496 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3865559.500000 Penalty: 3455.510254
	Iteration 20F: 3 clusters Score -3865560 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3865636.250000 Penalty: 3455.510254
	Iteration 21Q: 3 clusters Score -3865636 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3865686.250000 Penalty: 3455.510254
	Iteration 22Q: 3 clusters Score -3865686 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3865716.500000 Penalty: 3455.510254
	Iteration 23Q: 3 clusters Score -3865716 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3865775.500000 Penalty: 3455.510254
	Iteration 24Q: 3 clusters Score -3865776 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3865824.500000 Penalty: 3455.510254
	Iteration 25Q: 3 clusters Score -3865824 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3865868.250000 Penalty: 3455.510254
	Iteration 26Q: 3 clusters Score -3865868 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3865923.500000 Penalty: 3455.510254
	Iteration 27Q: 3 clusters Score -3865924 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3865982.500000 Penalty: 3455.510254
	Iteration 28Q: 3 clusters Score -3865982 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3866043.000000 Penalty: 3455.510254
	Iteration 29Q: 3 clusters Score -3866043 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3866088.250000 Penalty: 3455.510254
	Iteration 30Q: 3 clusters Score -3866088 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3866154.750000 Penalty: 3455.510254
	Iteration 31Q: 3 clusters Score -3866155 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3866208.000000 Penalty: 3455.510254
	Iteration 32Q: 3 clusters Score -3866208 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3866262.000000 Penalty: 3455.510254
	Iteration 33Q: 3 clusters Score -3866262 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3866342.000000 Penalty: 3455.510254
	Iteration 34Q: 3 clusters Score -3866342 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3866406.000000 Penalty: 3455.510254
	Iteration 35Q: 3 clusters Score -3866406 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3866490.500000 Penalty: 3455.510254
	Iteration 36Q: 3 clusters Score -3866490 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3866578.000000 Penalty: 3455.510254
	Iteration 37Q: 3 clusters Score -3866578 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3866651.750000 Penalty: 3455.510254
	Iteration 38Q: 3 clusters Score -3866652 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3866747.500000 Penalty: 3455.510254
	Iteration 39Q: 3 clusters Score -3866748 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3866868.500000 Penalty: 3455.510254
	Iteration 40F: 3 clusters Score -3866868 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -3866985.000000 Penalty: 3455.510254
	Iteration 41Q: 3 clusters Score -3866985 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3867091.250000 Penalty: 3455.510254
	Iteration 42Q: 3 clusters Score -3867091 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3867220.500000 Penalty: 3455.510254
	Iteration 43Q: 3 clusters Score -3867220 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3867355.000000 Penalty: 3455.510254
	Iteration 44Q: 3 clusters Score -3867355 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3867462.250000 Penalty: 3455.510254
	Iteration 45Q: 3 clusters Score -3867462 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -3867585.000000 Penalty: 3455.510254
	Iteration 46Q: 3 clusters Score -3867585 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -3867676.750000 Penalty: 3455.510254
	Iteration 47Q: 3 clusters Score -3867677 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -3867814.750000 Penalty: 3455.510254
	Iteration 48Q: 3 clusters Score -3867815 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -3867951.000000 Penalty: 3455.510254
	Iteration 49Q: 3 clusters Score -3867951 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -3868088.500000 Penalty: 3455.510254
	Iteration 50Q: 3 clusters Score -3868088 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -3868246.750000 Penalty: 3455.510254
	Iteration 51Q: 3 clusters Score -3868247 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -3868384.250000 Penalty: 3455.510254
	Iteration 52Q: 3 clusters Score -3868384 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -3868548.000000 Penalty: 3455.510254
	Iteration 53Q: 3 clusters Score -3868548 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -3868692.500000 Penalty: 3455.510254
	Iteration 54Q: 3 clusters Score -3868692 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -3868814.000000 Penalty: 3455.510254
	Iteration 55Q: 3 clusters Score -3868814 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -3868952.250000 Penalty: 3455.510254
	Iteration 56Q: 3 clusters Score -3868952 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -3869050.750000 Penalty: 3455.510254
	Iteration 57Q: 3 clusters Score -3869051 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -3869162.250000 Penalty: 3455.510254
	Iteration 58Q: 3 clusters Score -3869162 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -3869237.000000 Penalty: 3455.510254
	Iteration 59Q: 3 clusters Score -3869237 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -3869320.250000 Penalty: 3455.510254
	Iteration 60F: 3 clusters Score -3869320 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -3869385.750000 Penalty: 3455.510254
	Iteration 61Q: 3 clusters Score -3869386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -3869434.000000 Penalty: 3455.510254
	Iteration 62Q: 3 clusters Score -3869434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -3869472.750000 Penalty: 3455.510254
	Iteration 63Q: 3 clusters Score -3869473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -3869502.250000 Penalty: 3455.510254
	Iteration 64Q: 3 clusters Score -3869502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -3869527.000000 Penalty: 3455.510254
	Iteration 65Q: 3 clusters Score -3869527 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -3869554.000000 Penalty: 3455.510254
	Iteration 66Q: 3 clusters Score -3869554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -3869595.000000 Penalty: 3455.510254
	Iteration 67Q: 3 clusters Score -3869595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -3869611.250000 Penalty: 3455.510254
	Iteration 68Q: 3 clusters Score -3869611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -3869642.000000 Penalty: 3455.510254
	Iteration 69Q: 3 clusters Score -3869642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -3869652.500000 Penalty: 3455.510254
	Iteration 70Q: 3 clusters Score -3869652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -3869658.750000 Penalty: 3455.510254
	Iteration 71Q: 3 clusters Score -3869659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -3869664.000000 Penalty: 3455.510254
	Iteration 72Q: 3 clusters Score -3869664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -3869673.250000 Penalty: 3455.510254
	Iteration 73Q: 3 clusters Score -3869673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -3869676.250000 Penalty: 3455.510254
	Iteration 74Q: 3 clusters Score -3869676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -3869685.500000 Penalty: 3455.510254
	Iteration 75Q: 3 clusters Score -3869686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -3869685.000000 Penalty: 3455.510254
	Iteration 76Q: 3 clusters Score -3869685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -3869687.000000 Penalty: 3455.510254
	Iteration 77Q: 3 clusters Score -3869687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -3869695.500000 Penalty: 3455.510254
	Iteration 78Q: 3 clusters Score -3869696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -3869693.500000 Penalty: 3455.510254
	Iteration 79Q: 3 clusters Score -3869694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -3869697.500000 Penalty: 3455.510254
	Iteration 80F: 3 clusters Score -3869698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -3869705.500000 Penalty: 3455.510254
	Iteration 81Q: 3 clusters Score -3869706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -3869708.250000 Penalty: 3455.510254
	Iteration 82Q: 3 clusters Score -3869708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -3869709.250000 Penalty: 3455.510254
	Iteration 83Q: 3 clusters Score -3869709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -3869715.250000 Penalty: 3455.510254
	Iteration 84Q: 3 clusters Score -3869715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -3869715.750000 Penalty: 3455.510254
	Iteration 85Q: 3 clusters Score -3869716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -3869712.000000 Penalty: 3455.510254
	Iteration 86Q: 3 clusters Score -3869712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -3869715.500000 Penalty: 3455.510254
	Iteration 87Q: 3 clusters Score -3869716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -3869718.750000 Penalty: 3455.510254
	Iteration 88Q: 3 clusters Score -3869719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -3869715.250000 Penalty: 3455.510254
	Iteration 89Q: 3 clusters Score -3869715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -3869721.500000 Penalty: 3455.510254
	Iteration 90Q: 3 clusters Score -3869722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -3869724.000000 Penalty: 3455.510254
	Iteration 91Q: 3 clusters Score -3869724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -3869722.750000 Penalty: 3455.510254
	Iteration 92Q: 3 clusters Score -3869723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -3869722.750000 Penalty: 3455.510254
	Iteration 93Q: 3 clusters Score -3869723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -3869726.000000 Penalty: 3455.510254
	Iteration 94Q: 3 clusters Score -3869726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -3869729.000000 Penalty: 3455.510254
	Iteration 95Q: 3 clusters Score -3869729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -3869729.000000 Penalty: 3455.510254
	Iteration 96Q: 3 clusters Score -3869729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -3869727.750000 Penalty: 3455.510254
	Iteration 97Q: 3 clusters Score -3869728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -3869724.750000 Penalty: 3455.510254
	Iteration 98Q: 3 clusters Score -3869725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -3869726.250000 Penalty: 3455.510254
	Iteration 99Q: 3 clusters Score -3869726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -3869722.000000 Penalty: 3455.510254
	Iteration 100F: 3 clusters Score -3869722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -3869719.750000 Penalty: 3455.510254
	Iteration 101Q: 3 clusters Score -3869720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -3869718.750000 Penalty: 3455.510254
	Iteration 102Q: 3 clusters Score -3869719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -3869724.250000 Penalty: 3455.510254
	Iteration 103Q: 3 clusters Score -3869724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -3869719.000000 Penalty: 3455.510254
	Iteration 104Q: 3 clusters Score -3869719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -3869722.250000 Penalty: 3455.510254
	Iteration 105Q: 3 clusters Score -3869722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -3869721.500000 Penalty: 3455.510254
	Iteration 106Q: 3 clusters Score -3869722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -3869721.250000 Penalty: 3455.510254
	Iteration 107Q: 3 clusters Score -3869721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -3869721.250000 Penalty: 3455.510254
	Iteration 108F: 3 clusters Score -3869721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Entering Unmasked Estep 
Score: -1776824.875000 Penalty: 1600.527588
	Iteration 0F: 2 clusters Score -1776825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1763885.250000 Penalty: 3201.055176
	Iteration 0F: 3 clusters Score -1763885 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1768520.750000 Penalty: 3201.055176
	Iteration 1F: 3 clusters Score -1768521 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1768839.875000 Penalty: 3201.055176
	Iteration 2Q: 3 clusters Score -1768840 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1769104.250000 Penalty: 3201.055176
	Iteration 3Q: 3 clusters Score -1769104 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1769322.375000 Penalty: 3201.055176
	Iteration 4Q: 3 clusters Score -1769322 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1769526.625000 Penalty: 3201.055176
	Iteration 5Q: 3 clusters Score -1769527 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1769730.625000 Penalty: 3201.055176
	Iteration 6Q: 3 clusters Score -1769731 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1769971.875000 Penalty: 3201.055176
	Iteration 7Q: 3 clusters Score -1769972 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1770237.000000 Penalty: 3201.055176
	Iteration 8Q: 3 clusters Score -1770237 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1770671.500000 Penalty: 3201.055176
	Iteration 9Q: 3 clusters Score -1770672 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1771346.250000 Penalty: 3201.055176
	Iteration 10Q: 3 clusters Score -1771346 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1772161.125000 Penalty: 3201.055176
	Iteration 11F: 3 clusters Score -1772161 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1773004.250000 Penalty: 3201.055176
	Iteration 12F: 3 clusters Score -1773004 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1773734.750000 Penalty: 3201.055176
	Iteration 13F: 3 clusters Score -1773735 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1774212.625000 Penalty: 3201.055176
	Iteration 14Q: 3 clusters Score -1774213 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1774517.750000 Penalty: 3201.055176
	Iteration 15Q: 3 clusters Score -1774518 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1774719.250000 Penalty: 3201.055176
	Iteration 16Q: 3 clusters Score -1774719 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1774889.000000 Penalty: 3201.055176
	Iteration 17Q: 3 clusters Score -1774889 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1775002.875000 Penalty: 3201.055176
	Iteration 18Q: 3 clusters Score -1775003 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1775108.625000 Penalty: 3201.055176
	Iteration 19Q: 3 clusters Score -1775109 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1775197.750000 Penalty: 3201.055176
	Iteration 20F: 3 clusters Score -1775198 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1775281.375000 Penalty: 3201.055176
	Iteration 21Q: 3 clusters Score -1775281 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1775363.750000 Penalty: 3201.055176
	Iteration 22Q: 3 clusters Score -1775364 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1775430.375000 Penalty: 3201.055176
	Iteration 23Q: 3 clusters Score -1775430 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1775488.375000 Penalty: 3201.055176
	Iteration 24Q: 3 clusters Score -1775488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1775537.250000 Penalty: 3201.055176
	Iteration 25Q: 3 clusters Score -1775537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1775577.000000 Penalty: 3201.055176
	Iteration 26Q: 3 clusters Score -1775577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1775602.625000 Penalty: 3201.055176
	Iteration 27Q: 3 clusters Score -1775603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1775641.000000 Penalty: 3201.055176
	Iteration 28Q: 3 clusters Score -1775641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1775654.625000 Penalty: 3201.055176
	Iteration 29Q: 3 clusters Score -1775655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1775679.875000 Penalty: 3201.055176
	Iteration 30Q: 3 clusters Score -1775680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1775697.500000 Penalty: 3201.055176
	Iteration 31Q: 3 clusters Score -1775698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1775712.000000 Penalty: 3201.055176
	Iteration 32Q: 3 clusters Score -1775712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1775724.625000 Penalty: 3201.055176
	Iteration 33Q: 3 clusters Score -1775725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1775746.125000 Penalty: 3201.055176
	Iteration 34Q: 3 clusters Score -1775746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1775755.500000 Penalty: 3201.055176
	Iteration 35Q: 3 clusters Score -1775756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1775763.875000 Penalty: 3201.055176
	Iteration 36Q: 3 clusters Score -1775764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1775775.625000 Penalty: 3201.055176
	Iteration 37Q: 3 clusters Score -1775776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1775783.750000 Penalty: 3201.055176
	Iteration 38Q: 3 clusters Score -1775784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1775789.000000 Penalty: 3201.055176
	Iteration 39Q: 3 clusters Score -1775789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1775798.125000 Penalty: 3201.055176
	Iteration 40F: 3 clusters Score -1775798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1775807.250000 Penalty: 3201.055176
	Iteration 41Q: 3 clusters Score -1775807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1775808.250000 Penalty: 3201.055176
	Iteration 42Q: 3 clusters Score -1775808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1775807.000000 Penalty: 3201.055176
	Iteration 43Q: 3 clusters Score -1775807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1775807.500000 Penalty: 3201.055176
	Iteration 44Q: 3 clusters Score -1775808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1775808.875000 Penalty: 3201.055176
	Iteration 45Q: 3 clusters Score -1775809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1775808.875000 Penalty: 3201.055176
	Iteration 46F: 3 clusters Score -1775809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Entering Unmasked Estep 
Score: -1415091.375000 Penalty: 1562.319092
	Iteration 0F: 2 clusters Score -1415091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1404613.750000 Penalty: 3124.638184
	Iteration 0F: 3 clusters Score -1404614 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1408244.125000 Penalty: 3124.638184
	Iteration 1F: 3 clusters Score -1408244 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1408488.875000 Penalty: 3124.638184
	Iteration 2Q: 3 clusters Score -1408489 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1408675.375000 Penalty: 3124.638184
	Iteration 3Q: 3 clusters Score -1408675 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1408871.500000 Penalty: 3124.638184
	Iteration 4Q: 3 clusters Score -1408872 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1409108.250000 Penalty: 3124.638184
	Iteration 5Q: 3 clusters Score -1409108 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1409451.000000 Penalty: 3124.638184
	Iteration 6Q: 3 clusters Score -1409451 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1409965.000000 Penalty: 3124.638184
	Iteration 7F: 3 clusters Score -1409965 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1410698.000000 Penalty: 3124.638184
	Iteration 8F: 3 clusters Score -1410698 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1411614.125000 Penalty: 3124.638184
	Iteration 9F: 3 clusters Score -1411614 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1412538.000000 Penalty: 3124.638184
	Iteration 10F: 3 clusters Score -1412538 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1413186.875000 Penalty: 3124.638184
	Iteration 11Q: 3 clusters Score -1413187 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1413572.875000 Penalty: 3124.638184
	Iteration 12Q: 3 clusters Score -1413573 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1413749.250000 Penalty: 3124.638184
	Iteration 13Q: 3 clusters Score -1413749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1413836.625000 Penalty: 3124.638184
	Iteration 14Q: 3 clusters Score -1413837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1413884.000000 Penalty: 3124.638184
	Iteration 15Q: 3 clusters Score -1413884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1413910.500000 Penalty: 3124.638184
	Iteration 16Q: 3 clusters Score -1413910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1413927.500000 Penalty: 3124.638184
	Iteration 17Q: 3 clusters Score -1413928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1413938.875000 Penalty: 3124.638184
	Iteration 18Q: 3 clusters Score -1413939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1413944.625000 Penalty: 3124.638184
	Iteration 19Q: 3 clusters Score -1413945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1413953.375000 Penalty: 3124.638184
	Iteration 20F: 3 clusters Score -1413953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1413961.250000 Penalty: 3124.638184
	Iteration 21Q: 3 clusters Score -1413961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1413969.750000 Penalty: 3124.638184
	Iteration 22Q: 3 clusters Score -1413970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1413985.750000 Penalty: 3124.638184
	Iteration 23Q: 3 clusters Score -1413986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1413996.625000 Penalty: 3124.638184
	Iteration 24Q: 3 clusters Score -1413997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1414003.625000 Penalty: 3124.638184
	Iteration 25Q: 3 clusters Score -1414004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1414008.000000 Penalty: 3124.638184
	Iteration 26Q: 3 clusters Score -1414008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1414011.250000 Penalty: 3124.638184
	Iteration 27Q: 3 clusters Score -1414011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1414013.000000 Penalty: 3124.638184
	Iteration 28Q: 3 clusters Score -1414013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1414012.125000 Penalty: 3124.638184
	Iteration 29Q: 3 clusters Score -1414012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1414012.125000 Penalty: 3124.638184
	Iteration 30F: 3 clusters Score -1414012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -225866.531250 Penalty: 1267.792480
	Iteration 0F: 2 clusters Score -225866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -223466.343750 Penalty: 2535.584961
	Iteration 0F: 3 clusters Score -223466.3 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -223990.484375 Penalty: 2535.584961
	Iteration 1F: 3 clusters Score -223990.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224103.531250 Penalty: 2535.584961
	Iteration 2F: 3 clusters Score -224103.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -224177.968750 Penalty: 2535.584961
	Iteration 3Q: 3 clusters Score -224178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -224228.171875 Penalty: 2535.584961
	Iteration 4Q: 3 clusters Score -224228.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224267.593750 Penalty: 2535.584961
	Iteration 5Q: 3 clusters Score -224267.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -224291.828125 Penalty: 2535.584961
	Iteration 6Q: 3 clusters Score -224291.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -224305.937500 Penalty: 2535.584961
	Iteration 7Q: 3 clusters Score -224305.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -224316.281250 Penalty: 2535.584961
	Iteration 8Q: 3 clusters Score -224316.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -224330.828125 Penalty: 2535.584961
	Iteration 9Q: 3 clusters Score -224330.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -224345.421875 Penalty: 2535.584961
	Iteration 10Q: 3 clusters Score -224345.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -224357.656250 Penalty: 2535.584961
	Iteration 11Q: 3 clusters Score -224357.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -224365.343750 Penalty: 2535.584961
	Iteration 12Q: 3 clusters Score -224365.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -224373.734375 Penalty: 2535.584961
	Iteration 13Q: 3 clusters Score -224373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -224381.843750 Penalty: 2535.584961
	Iteration 14Q: 3 clusters Score -224381.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -224389.296875 Penalty: 2535.584961
	Iteration 15Q: 3 clusters Score -224389.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -224402.500000 Penalty: 2535.584961
	Iteration 16Q: 3 clusters Score -224402.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -224417.015625 Penalty: 2535.584961
	Iteration 17Q: 3 clusters Score -224417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -224432.015625 Penalty: 2535.584961
	Iteration 18Q: 3 clusters Score -224432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -224448.218750 Penalty: 2535.584961
	Iteration 19Q: 3 clusters Score -224448.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -224459.984375 Penalty: 2535.584961
	Iteration 20F: 3 clusters Score -224460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -224477.343750 Penalty: 2535.584961
	Iteration 21Q: 3 clusters Score -224477.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -224493.562500 Penalty: 2535.584961
	Iteration 22Q: 3 clusters Score -224493.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -224509.671875 Penalty: 2535.584961
	Iteration 23Q: 3 clusters Score -224509.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -224524.187500 Penalty: 2535.584961
	Iteration 24Q: 3 clusters Score -224524.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -224539.187500 Penalty: 2535.584961
	Iteration 25Q: 3 clusters Score -224539.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -224557.781250 Penalty: 2535.584961
	Iteration 26Q: 3 clusters Score -224557.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -224577.781250 Penalty: 2535.584961
	Iteration 27Q: 3 clusters Score -224577.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -224595.625000 Penalty: 2535.584961
	Iteration 28Q: 3 clusters Score -224595.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -224613.421875 Penalty: 2535.584961
	Iteration 29Q: 3 clusters Score -224613.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -224628.578125 Penalty: 2535.584961
	Iteration 30Q: 3 clusters Score -224628.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -224643.015625 Penalty: 2535.584961
	Iteration 31Q: 3 clusters Score -224643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -224659.156250 Penalty: 2535.584961
	Iteration 32Q: 3 clusters Score -224659.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -224672.390625 Penalty: 2535.584961
	Iteration 33Q: 3 clusters Score -224672.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -224683.984375 Penalty: 2535.584961
	Iteration 34Q: 3 clusters Score -224684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -224694.343750 Penalty: 2535.584961
	Iteration 35Q: 3 clusters Score -224694.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -224701.296875 Penalty: 2535.584961
	Iteration 36Q: 3 clusters Score -224701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -224705.406250 Penalty: 2535.584961
	Iteration 37Q: 3 clusters Score -224705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -224711.953125 Penalty: 2535.584961
	Iteration 38Q: 3 clusters Score -224712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -224717.921875 Penalty: 2535.584961
	Iteration 39Q: 3 clusters Score -224717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -224723.734375 Penalty: 2535.584961
	Iteration 40F: 3 clusters Score -224723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -224725.640625 Penalty: 2535.584961
	Iteration 41Q: 3 clusters Score -224725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -224727.718750 Penalty: 2535.584961
	Iteration 42Q: 3 clusters Score -224727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -224729.781250 Penalty: 2535.584961
	Iteration 43Q: 3 clusters Score -224729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -224732.234375 Penalty: 2535.584961
	Iteration 44Q: 3 clusters Score -224732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -224737.937500 Penalty: 2535.584961
	Iteration 45Q: 3 clusters Score -224737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -224740.953125 Penalty: 2535.584961
	Iteration 46Q: 3 clusters Score -224741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -224743.296875 Penalty: 2535.584961
	Iteration 47Q: 3 clusters Score -224743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -224747.312500 Penalty: 2535.584961
	Iteration 48Q: 3 clusters Score -224747.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -224752.203125 Penalty: 2535.584961
	Iteration 49Q: 3 clusters Score -224752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -224753.109375 Penalty: 2535.584961
	Iteration 50Q: 3 clusters Score -224753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -224753.109375 Penalty: 2535.584961
	Iteration 51F: 3 clusters Score -224753.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Entering Unmasked Estep 
Score: -1944258.875000 Penalty: 1621.785278
	Iteration 0F: 2 clusters Score -1944259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1929454.875000 Penalty: 3243.570557
	Iteration 0F: 3 clusters Score -1929455 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1934751.125000 Penalty: 3243.570557
	Iteration 1F: 3 clusters Score -1934751 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1935058.875000 Penalty: 3243.570557
	Iteration 2Q: 3 clusters Score -1935059 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1935302.875000 Penalty: 3243.570557
	Iteration 3Q: 3 clusters Score -1935303 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1935511.125000 Penalty: 3243.570557
	Iteration 4Q: 3 clusters Score -1935511 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1935727.125000 Penalty: 3243.570557
	Iteration 5Q: 3 clusters Score -1935727 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1936004.125000 Penalty: 3243.570557
	Iteration 6Q: 3 clusters Score -1936004 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1936355.750000 Penalty: 3243.570557
	Iteration 7Q: 3 clusters Score -1936356 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1936815.500000 Penalty: 3243.570557
	Iteration 8Q: 3 clusters Score -1936816 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1937440.750000 Penalty: 3243.570557
	Iteration 9Q: 3 clusters Score -1937441 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1938264.750000 Penalty: 3243.570557
	Iteration 10F: 3 clusters Score -1938265 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1939064.250000 Penalty: 3243.570557
	Iteration 11F: 3 clusters Score -1939064 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1939818.000000 Penalty: 3243.570557
	Iteration 12Q: 3 clusters Score -1939818 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1940454.000000 Penalty: 3243.570557
	Iteration 13Q: 3 clusters Score -1940454 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1940917.875000 Penalty: 3243.570557
	Iteration 14Q: 3 clusters Score -1940918 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1941310.875000 Penalty: 3243.570557
	Iteration 15Q: 3 clusters Score -1941311 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1941682.125000 Penalty: 3243.570557
	Iteration 16Q: 3 clusters Score -1941682 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1942046.500000 Penalty: 3243.570557
	Iteration 17Q: 3 clusters Score -1942046 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1942323.125000 Penalty: 3243.570557
	Iteration 18Q: 3 clusters Score -1942323 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1942488.000000 Penalty: 3243.570557
	Iteration 19Q: 3 clusters Score -1942488 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1942590.625000 Penalty: 3243.570557
	Iteration 20F: 3 clusters Score -1942591 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1942653.500000 Penalty: 3243.570557
	Iteration 21Q: 3 clusters Score -1942654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1942693.875000 Penalty: 3243.570557
	Iteration 22Q: 3 clusters Score -1942694 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1942720.875000 Penalty: 3243.570557
	Iteration 23Q: 3 clusters Score -1942721 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1942739.625000 Penalty: 3243.570557
	Iteration 24Q: 3 clusters Score -1942740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1942749.000000 Penalty: 3243.570557
	Iteration 25Q: 3 clusters Score -1942749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1942753.125000 Penalty: 3243.570557
	Iteration 26Q: 3 clusters Score -1942753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1942763.875000 Penalty: 3243.570557
	Iteration 27Q: 3 clusters Score -1942764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1942770.500000 Penalty: 3243.570557
	Iteration 28Q: 3 clusters Score -1942770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1942779.500000 Penalty: 3243.570557
	Iteration 29Q: 3 clusters Score -1942780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1942782.250000 Penalty: 3243.570557
	Iteration 30Q: 3 clusters Score -1942782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1942791.250000 Penalty: 3243.570557
	Iteration 31Q: 3 clusters Score -1942791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1942797.375000 Penalty: 3243.570557
	Iteration 32Q: 3 clusters Score -1942797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1942800.875000 Penalty: 3243.570557
	Iteration 33Q: 3 clusters Score -1942801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1942802.000000 Penalty: 3243.570557
	Iteration 34Q: 3 clusters Score -1942802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1942807.875000 Penalty: 3243.570557
	Iteration 35Q: 3 clusters Score -1942808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1942808.250000 Penalty: 3243.570557
	Iteration 36Q: 3 clusters Score -1942808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1942805.125000 Penalty: 3243.570557
	Iteration 37Q: 3 clusters Score -1942805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1942812.250000 Penalty: 3243.570557
	Iteration 38Q: 3 clusters Score -1942812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1942813.250000 Penalty: 3243.570557
	Iteration 39Q: 3 clusters Score -1942813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1942817.625000 Penalty: 3243.570557
	Iteration 40F: 3 clusters Score -1942818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1942820.375000 Penalty: 3243.570557
	Iteration 41Q: 3 clusters Score -1942820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1942824.000000 Penalty: 3243.570557
	Iteration 42Q: 3 clusters Score -1942824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1942827.750000 Penalty: 3243.570557
	Iteration 43Q: 3 clusters Score -1942828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1942833.625000 Penalty: 3243.570557
	Iteration 44Q: 3 clusters Score -1942834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1942833.625000 Penalty: 3243.570557
	Iteration 45Q: 3 clusters Score -1942834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1942834.750000 Penalty: 3243.570557
	Iteration 46Q: 3 clusters Score -1942835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1942832.875000 Penalty: 3243.570557
	Iteration 47Q: 3 clusters Score -1942833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1942834.875000 Penalty: 3243.570557
	Iteration 48Q: 3 clusters Score -1942835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1942834.500000 Penalty: 3243.570557
	Iteration 49Q: 3 clusters Score -1942834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1942838.625000 Penalty: 3243.570557
	Iteration 50Q: 3 clusters Score -1942839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1942836.500000 Penalty: 3243.570557
	Iteration 51Q: 3 clusters Score -1942836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1942835.625000 Penalty: 3243.570557
	Iteration 52Q: 3 clusters Score -1942836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1942839.875000 Penalty: 3243.570557
	Iteration 53Q: 3 clusters Score -1942840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1942840.125000 Penalty: 3243.570557
	Iteration 54Q: 3 clusters Score -1942840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1942841.750000 Penalty: 3243.570557
	Iteration 55Q: 3 clusters Score -1942842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1942844.250000 Penalty: 3243.570557
	Iteration 56Q: 3 clusters Score -1942844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1942842.125000 Penalty: 3243.570557
	Iteration 57Q: 3 clusters Score -1942842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1942842.500000 Penalty: 3243.570557
	Iteration 58Q: 3 clusters Score -1942842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1942841.500000 Penalty: 3243.570557
	Iteration 59Q: 3 clusters Score -1942842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1942842.000000 Penalty: 3243.570557
	Iteration 60F: 3 clusters Score -1942842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Entering Unmasked Estep 
Score: -2892740.500000 Penalty: 1679.792358
	Iteration 0F: 2 clusters Score -2892740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2872061.500000 Penalty: 3359.584717
	Iteration 0F: 3 clusters Score -2872062 nChanged 14215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2879788.000000 Penalty: 3359.584717
	Iteration 1F: 3 clusters Score -2879788 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2880218.250000 Penalty: 3359.584717
	Iteration 2Q: 3 clusters Score -2880218 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2880737.500000 Penalty: 3359.584717
	Iteration 3Q: 3 clusters Score -2880738 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2881440.500000 Penalty: 3359.584717
	Iteration 4Q: 3 clusters Score -2881440 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2882414.000000 Penalty: 3359.584717
	Iteration 5F: 3 clusters Score -2882414 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2883732.250000 Penalty: 3359.584717
	Iteration 6F: 3 clusters Score -2883732 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2885509.500000 Penalty: 3359.584717
	Iteration 7F: 3 clusters Score -2885510 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2887470.000000 Penalty: 3359.584717
	Iteration 8F: 3 clusters Score -2887470 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2888874.250000 Penalty: 3359.584717
	Iteration 9F: 3 clusters Score -2888874 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2889444.000000 Penalty: 3359.584717
	Iteration 10Q: 3 clusters Score -2889444 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2889694.250000 Penalty: 3359.584717
	Iteration 11Q: 3 clusters Score -2889694 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2889904.000000 Penalty: 3359.584717
	Iteration 12Q: 3 clusters Score -2889904 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2890049.000000 Penalty: 3359.584717
	Iteration 13Q: 3 clusters Score -2890049 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2890166.000000 Penalty: 3359.584717
	Iteration 14Q: 3 clusters Score -2890166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -2890226.500000 Penalty: 3359.584717
	Iteration 15Q: 3 clusters Score -2890226 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2890310.500000 Penalty: 3359.584717
	Iteration 16Q: 3 clusters Score -2890310 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2890385.000000 Penalty: 3359.584717
	Iteration 17Q: 3 clusters Score -2890385 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -2890471.500000 Penalty: 3359.584717
	Iteration 18Q: 3 clusters Score -2890472 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2890534.750000 Penalty: 3359.584717
	Iteration 19Q: 3 clusters Score -2890535 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -2890581.000000 Penalty: 3359.584717
	Iteration 20F: 3 clusters Score -2890581 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -2890620.750000 Penalty: 3359.584717
	Iteration 21Q: 3 clusters Score -2890621 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -2890680.500000 Penalty: 3359.584717
	Iteration 22Q: 3 clusters Score -2890680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -2890728.500000 Penalty: 3359.584717
	Iteration 23Q: 3 clusters Score -2890728 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -2890790.000000 Penalty: 3359.584717
	Iteration 24Q: 3 clusters Score -2890790 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -2890847.750000 Penalty: 3359.584717
	Iteration 25Q: 3 clusters Score -2890848 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2890889.000000 Penalty: 3359.584717
	Iteration 26Q: 3 clusters Score -2890889 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -2890930.000000 Penalty: 3359.584717
	Iteration 27Q: 3 clusters Score -2890930 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -2890961.250000 Penalty: 3359.584717
	Iteration 28Q: 3 clusters Score -2890961 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -2890997.750000 Penalty: 3359.584717
	Iteration 29Q: 3 clusters Score -2890998 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2891038.250000 Penalty: 3359.584717
	Iteration 30Q: 3 clusters Score -2891038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -2891077.250000 Penalty: 3359.584717
	Iteration 31Q: 3 clusters Score -2891077 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -2891101.000000 Penalty: 3359.584717
	Iteration 32Q: 3 clusters Score -2891101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -2891139.000000 Penalty: 3359.584717
	Iteration 33Q: 3 clusters Score -2891139 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -2891165.750000 Penalty: 3359.584717
	Iteration 34Q: 3 clusters Score -2891166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -2891176.750000 Penalty: 3359.584717
	Iteration 35Q: 3 clusters Score -2891177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -2891203.500000 Penalty: 3359.584717
	Iteration 36Q: 3 clusters Score -2891204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -2891214.750000 Penalty: 3359.584717
	Iteration 37Q: 3 clusters Score -2891215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -2891238.250000 Penalty: 3359.584717
	Iteration 38Q: 3 clusters Score -2891238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -2891272.250000 Penalty: 3359.584717
	Iteration 39Q: 3 clusters Score -2891272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -2891295.250000 Penalty: 3359.584717
	Iteration 40F: 3 clusters Score -2891295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -2891329.750000 Penalty: 3359.584717
	Iteration 41Q: 3 clusters Score -2891330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -2891355.500000 Penalty: 3359.584717
	Iteration 42Q: 3 clusters Score -2891356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -2891361.750000 Penalty: 3359.584717
	Iteration 43Q: 3 clusters Score -2891362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -2891389.000000 Penalty: 3359.584717
	Iteration 44Q: 3 clusters Score -2891389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -2891400.750000 Penalty: 3359.584717
	Iteration 45Q: 3 clusters Score -2891401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -2891408.750000 Penalty: 3359.584717
	Iteration 46Q: 3 clusters Score -2891409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -2891420.000000 Penalty: 3359.584717
	Iteration 47Q: 3 clusters Score -2891420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -2891419.250000 Penalty: 3359.584717
	Iteration 48Q: 3 clusters Score -2891419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -2891438.250000 Penalty: 3359.584717
	Iteration 49Q: 3 clusters Score -2891438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -2891454.250000 Penalty: 3359.584717
	Iteration 50Q: 3 clusters Score -2891454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2891457.250000 Penalty: 3359.584717
	Iteration 51Q: 3 clusters Score -2891457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -2891456.750000 Penalty: 3359.584717
	Iteration 52Q: 3 clusters Score -2891457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -2891461.500000 Penalty: 3359.584717
	Iteration 53Q: 3 clusters Score -2891462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -2891476.250000 Penalty: 3359.584717
	Iteration 54Q: 3 clusters Score -2891476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -2891480.500000 Penalty: 3359.584717
	Iteration 55Q: 3 clusters Score -2891480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -2891489.000000 Penalty: 3359.584717
	Iteration 56Q: 3 clusters Score -2891489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -2891497.000000 Penalty: 3359.584717
	Iteration 57Q: 3 clusters Score -2891497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -2891510.500000 Penalty: 3359.584717
	Iteration 58Q: 3 clusters Score -2891510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -2891513.250000 Penalty: 3359.584717
	Iteration 59Q: 3 clusters Score -2891513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -2891518.000000 Penalty: 3359.584717
	Iteration 60F: 3 clusters Score -2891518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -2891522.750000 Penalty: 3359.584717
	Iteration 61Q: 3 clusters Score -2891523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -2891529.750000 Penalty: 3359.584717
	Iteration 62Q: 3 clusters Score -2891530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -2891533.500000 Penalty: 3359.584717
	Iteration 63Q: 3 clusters Score -2891534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -2891537.750000 Penalty: 3359.584717
	Iteration 64Q: 3 clusters Score -2891538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -2891549.250000 Penalty: 3359.584717
	Iteration 65Q: 3 clusters Score -2891549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -2891553.750000 Penalty: 3359.584717
	Iteration 66Q: 3 clusters Score -2891554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -2891549.750000 Penalty: 3359.584717
	Iteration 67Q: 3 clusters Score -2891550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -2891552.000000 Penalty: 3359.584717
	Iteration 68Q: 3 clusters Score -2891552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -2891557.250000 Penalty: 3359.584717
	Iteration 69Q: 3 clusters Score -2891557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -2891559.500000 Penalty: 3359.584717
	Iteration 70Q: 3 clusters Score -2891560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -2891562.500000 Penalty: 3359.584717
	Iteration 71Q: 3 clusters Score -2891562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -2891558.250000 Penalty: 3359.584717
	Iteration 72Q: 3 clusters Score -2891558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -2891560.500000 Penalty: 3359.584717
	Iteration 73Q: 3 clusters Score -2891560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -2891564.500000 Penalty: 3359.584717
	Iteration 74Q: 3 clusters Score -2891564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -2891568.000000 Penalty: 3359.584717
	Iteration 75Q: 3 clusters Score -2891568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -2891571.000000 Penalty: 3359.584717
	Iteration 76Q: 3 clusters Score -2891571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -2891577.750000 Penalty: 3359.584717
	Iteration 77Q: 3 clusters Score -2891578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -2891580.750000 Penalty: 3359.584717
	Iteration 78Q: 3 clusters Score -2891581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -2891587.500000 Penalty: 3359.584717
	Iteration 79Q: 3 clusters Score -2891588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -2891585.000000 Penalty: 3359.584717
	Iteration 80F: 3 clusters Score -2891585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -2891584.750000 Penalty: 3359.584717
	Iteration 81Q: 3 clusters Score -2891585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -2891581.000000 Penalty: 3359.584717
	Iteration 82Q: 3 clusters Score -2891581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -2891587.000000 Penalty: 3359.584717
	Iteration 83Q: 3 clusters Score -2891587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -2891589.250000 Penalty: 3359.584717
	Iteration 84Q: 3 clusters Score -2891589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -2891592.750000 Penalty: 3359.584717
	Iteration 85Q: 3 clusters Score -2891593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -2891594.750000 Penalty: 3359.584717
	Iteration 86Q: 3 clusters Score -2891595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -2891594.250000 Penalty: 3359.584717
	Iteration 87Q: 3 clusters Score -2891594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -2891593.250000 Penalty: 3359.584717
	Iteration 88Q: 3 clusters Score -2891593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2891594.750000 Penalty: 3359.584717
	Iteration 89Q: 3 clusters Score -2891595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2891594.750000 Penalty: 3359.584717
	Iteration 90F: 3 clusters Score -2891595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Entering Unmasked Estep 
Score: -5733635.500000 Penalty: 1791.464966
	Iteration 0F: 2 clusters Score -5733636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -5692527.000000 Penalty: 3582.929932
	Iteration 0F: 3 clusters Score -5692527 nChanged 29050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -5708983.000000 Penalty: 3582.929932
	Iteration 1F: 3 clusters Score -5708983 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5709462.000000 Penalty: 3582.929932
	Iteration 2Q: 3 clusters Score -5709462 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -5709936.500000 Penalty: 3582.929932
	Iteration 3Q: 3 clusters Score -5709936 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -5710483.000000 Penalty: 3582.929932
	Iteration 4Q: 3 clusters Score -5710483 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -5711127.500000 Penalty: 3582.929932
	Iteration 5Q: 3 clusters Score -5711128 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5712027.000000 Penalty: 3582.929932
	Iteration 6Q: 3 clusters Score -5712027 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5713461.000000 Penalty: 3582.929932
	Iteration 7Q: 3 clusters Score -5713461 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5715468.500000 Penalty: 3582.929932
	Iteration 8F: 3 clusters Score -5715468 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -5718375.500000 Penalty: 3582.929932
	Iteration 9F: 3 clusters Score -5718376 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -5721850.000000 Penalty: 3582.929932
	Iteration 10F: 3 clusters Score -5721850 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -5724795.000000 Penalty: 3582.929932
	Iteration 11F: 3 clusters Score -5724795 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -5726630.500000 Penalty: 3582.929932
	Iteration 12Q: 3 clusters Score -5726630 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -5727648.000000 Penalty: 3582.929932
	Iteration 13Q: 3 clusters Score -5727648 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -5728249.000000 Penalty: 3582.929932
	Iteration 14Q: 3 clusters Score -5728249 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -5728703.000000 Penalty: 3582.929932
	Iteration 15Q: 3 clusters Score -5728703 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -5729171.500000 Penalty: 3582.929932
	Iteration 16Q: 3 clusters Score -5729172 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -5729550.500000 Penalty: 3582.929932
	Iteration 17Q: 3 clusters Score -5729550 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -5729899.000000 Penalty: 3582.929932
	Iteration 18Q: 3 clusters Score -5729899 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -5730201.000000 Penalty: 3582.929932
	Iteration 19Q: 3 clusters Score -5730201 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -5730531.500000 Penalty: 3582.929932
	Iteration 20F: 3 clusters Score -5730532 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -5730837.000000 Penalty: 3582.929932
	Iteration 21Q: 3 clusters Score -5730837 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -5731103.500000 Penalty: 3582.929932
	Iteration 22Q: 3 clusters Score -5731104 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -5731332.500000 Penalty: 3582.929932
	Iteration 23Q: 3 clusters Score -5731332 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -5731484.000000 Penalty: 3582.929932
	Iteration 24Q: 3 clusters Score -5731484 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -5731603.500000 Penalty: 3582.929932
	Iteration 25Q: 3 clusters Score -5731604 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -5731741.000000 Penalty: 3582.929932
	Iteration 26Q: 3 clusters Score -5731741 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -5731812.000000 Penalty: 3582.929932
	Iteration 27Q: 3 clusters Score -5731812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -5731862.000000 Penalty: 3582.929932
	Iteration 28Q: 3 clusters Score -5731862 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -5731923.500000 Penalty: 3582.929932
	Iteration 29Q: 3 clusters Score -5731924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -5731997.500000 Penalty: 3582.929932
	Iteration 30Q: 3 clusters Score -5731998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -5732047.000000 Penalty: 3582.929932
	Iteration 31Q: 3 clusters Score -5732047 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -5732079.500000 Penalty: 3582.929932
	Iteration 32Q: 3 clusters Score -5732080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -5732125.000000 Penalty: 3582.929932
	Iteration 33Q: 3 clusters Score -5732125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -5732136.500000 Penalty: 3582.929932
	Iteration 34Q: 3 clusters Score -5732136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -5732150.000000 Penalty: 3582.929932
	Iteration 35Q: 3 clusters Score -5732150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -5732163.000000 Penalty: 3582.929932
	Iteration 36Q: 3 clusters Score -5732163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -5732186.000000 Penalty: 3582.929932
	Iteration 37Q: 3 clusters Score -5732186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -5732202.500000 Penalty: 3582.929932
	Iteration 38Q: 3 clusters Score -5732202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -5732217.500000 Penalty: 3582.929932
	Iteration 39Q: 3 clusters Score -5732218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -5732227.000000 Penalty: 3582.929932
	Iteration 40F: 3 clusters Score -5732227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -5732236.000000 Penalty: 3582.929932
	Iteration 41Q: 3 clusters Score -5732236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -5732249.000000 Penalty: 3582.929932
	Iteration 42Q: 3 clusters Score -5732249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -5732242.500000 Penalty: 3582.929932
	Iteration 43Q: 3 clusters Score -5732242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -5732248.500000 Penalty: 3582.929932
	Iteration 44Q: 3 clusters Score -5732248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -5732261.500000 Penalty: 3582.929932
	Iteration 45Q: 3 clusters Score -5732262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -5732262.500000 Penalty: 3582.929932
	Iteration 46Q: 3 clusters Score -5732262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -5732263.000000 Penalty: 3582.929932
	Iteration 47Q: 3 clusters Score -5732263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -5732268.500000 Penalty: 3582.929932
	Iteration 48Q: 3 clusters Score -5732268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -5732281.000000 Penalty: 3582.929932
	Iteration 49Q: 3 clusters Score -5732281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -5732281.500000 Penalty: 3582.929932
	Iteration 50Q: 3 clusters Score -5732282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -5732289.000000 Penalty: 3582.929932
	Iteration 51Q: 3 clusters Score -5732289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -5732285.000000 Penalty: 3582.929932
	Iteration 52Q: 3 clusters Score -5732285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -5732290.500000 Penalty: 3582.929932
	Iteration 53Q: 3 clusters Score -5732290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -5732281.500000 Penalty: 3582.929932
	Iteration 54Q: 3 clusters Score -5732282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -5732288.000000 Penalty: 3582.929932
	Iteration 55Q: 3 clusters Score -5732288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -5732288.500000 Penalty: 3582.929932
	Iteration 56Q: 3 clusters Score -5732288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -5732285.500000 Penalty: 3582.929932
	Iteration 57Q: 3 clusters Score -5732286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -5732295.500000 Penalty: 3582.929932
	Iteration 58Q: 3 clusters Score -5732296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -5732309.000000 Penalty: 3582.929932
	Iteration 59Q: 3 clusters Score -5732309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -5732314.000000 Penalty: 3582.929932
	Iteration 60F: 3 clusters Score -5732314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -5732314.000000 Penalty: 3582.929932
	Iteration 61Q: 3 clusters Score -5732314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -5732323.500000 Penalty: 3582.929932
	Iteration 62Q: 3 clusters Score -5732324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -5732314.500000 Penalty: 3582.929932
	Iteration 63Q: 3 clusters Score -5732314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -5732316.500000 Penalty: 3582.929932
	Iteration 64Q: 3 clusters Score -5732316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -5732328.500000 Penalty: 3582.929932
	Iteration 65Q: 3 clusters Score -5732328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -5732327.500000 Penalty: 3582.929932
	Iteration 66Q: 3 clusters Score -5732328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -5732332.000000 Penalty: 3582.929932
	Iteration 67Q: 3 clusters Score -5732332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -5732332.000000 Penalty: 3582.929932
	Iteration 68Q: 3 clusters Score -5732332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -5732330.000000 Penalty: 3582.929932
	Iteration 69Q: 3 clusters Score -5732330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -5732327.000000 Penalty: 3582.929932
	Iteration 70Q: 3 clusters Score -5732327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -5732326.000000 Penalty: 3582.929932
	Iteration 71Q: 3 clusters Score -5732326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -5732326.500000 Penalty: 3582.929932
	Iteration 72Q: 3 clusters Score -5732326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -5732322.000000 Penalty: 3582.929932
	Iteration 73Q: 3 clusters Score -5732322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -5732322.500000 Penalty: 3582.929932
	Iteration 74Q: 3 clusters Score -5732322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -5732325.500000 Penalty: 3582.929932
	Iteration 75Q: 3 clusters Score -5732326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -5732319.000000 Penalty: 3582.929932
	Iteration 76Q: 3 clusters Score -5732319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -5732324.500000 Penalty: 3582.929932
	Iteration 77Q: 3 clusters Score -5732324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -5732326.500000 Penalty: 3582.929932
	Iteration 78Q: 3 clusters Score -5732326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -5732325.500000 Penalty: 3582.929932
	Iteration 79Q: 3 clusters Score -5732326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -5732328.000000 Penalty: 3582.929932
	Iteration 80F: 3 clusters Score -5732328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -5732327.500000 Penalty: 3582.929932
	Iteration 81Q: 3 clusters Score -5732328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -5732327.500000 Penalty: 3582.929932
	Iteration 82F: 3 clusters Score -5732328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -87895.953125 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -87895.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -86442.804688 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -86442.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -86809.296875 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -86809.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86893.976562 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -86893.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -86938.742188 Penalty: 2273.028320
	Iteration 3Q: 3 clusters Score -86938.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86969.828125 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -86969.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86993.117188 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -86993.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87021.179688 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -87021.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87033.429688 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -87033.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87044.742188 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -87044.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -87057.320312 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -87057.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87060.015625 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -87060.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87062.328125 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -87062.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87063.195312 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -87063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87063.195312 Penalty: 2273.028320
	Iteration 13F: 3 clusters Score -87063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Entering Unmasked Estep 
Score: -4093077.500000 Penalty: 1736.930542
	Iteration 0F: 2 clusters Score -4093078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4063746.250000 Penalty: 3473.861084
	Iteration 0F: 3 clusters Score -4063746 nChanged 20330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4075590.750000 Penalty: 3473.861084
	Iteration 1F: 3 clusters Score -4075591 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4076494.750000 Penalty: 3473.861084
	Iteration 2Q: 3 clusters Score -4076495 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -4077758.000000 Penalty: 3473.861084
	Iteration 3F: 3 clusters Score -4077758 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4079468.250000 Penalty: 3473.861084
	Iteration 4F: 3 clusters Score -4079468 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4081672.000000 Penalty: 3473.861084
	Iteration 5F: 3 clusters Score -4081672 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4084249.750000 Penalty: 3473.861084
	Iteration 6F: 3 clusters Score -4084250 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4086423.250000 Penalty: 3473.861084
	Iteration 7F: 3 clusters Score -4086423 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4087611.000000 Penalty: 3473.861084
	Iteration 8Q: 3 clusters Score -4087611 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4088212.250000 Penalty: 3473.861084
	Iteration 9Q: 3 clusters Score -4088212 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4088604.500000 Penalty: 3473.861084
	Iteration 10Q: 3 clusters Score -4088604 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4088899.500000 Penalty: 3473.861084
	Iteration 11Q: 3 clusters Score -4088900 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4089150.000000 Penalty: 3473.861084
	Iteration 12Q: 3 clusters Score -4089150 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4089399.750000 Penalty: 3473.861084
	Iteration 13Q: 3 clusters Score -4089400 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4089655.000000 Penalty: 3473.861084
	Iteration 14Q: 3 clusters Score -4089655 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4089881.000000 Penalty: 3473.861084
	Iteration 15Q: 3 clusters Score -4089881 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -4090074.000000 Penalty: 3473.861084
	Iteration 16Q: 3 clusters Score -4090074 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -4090231.250000 Penalty: 3473.861084
	Iteration 17Q: 3 clusters Score -4090231 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4090379.250000 Penalty: 3473.861084
	Iteration 18Q: 3 clusters Score -4090379 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -4090536.500000 Penalty: 3473.861084
	Iteration 19Q: 3 clusters Score -4090536 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -4090663.750000 Penalty: 3473.861084
	Iteration 20F: 3 clusters Score -4090664 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -4090748.500000 Penalty: 3473.861084
	Iteration 21Q: 3 clusters Score -4090748 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4090832.500000 Penalty: 3473.861084
	Iteration 22Q: 3 clusters Score -4090832 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -4090881.750000 Penalty: 3473.861084
	Iteration 23Q: 3 clusters Score -4090882 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -4090959.750000 Penalty: 3473.861084
	Iteration 24Q: 3 clusters Score -4090960 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4091021.250000 Penalty: 3473.861084
	Iteration 25Q: 3 clusters Score -4091021 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4091085.750000 Penalty: 3473.861084
	Iteration 26Q: 3 clusters Score -4091086 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4091134.750000 Penalty: 3473.861084
	Iteration 27Q: 3 clusters Score -4091135 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -4091219.500000 Penalty: 3473.861084
	Iteration 28Q: 3 clusters Score -4091220 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -4091270.500000 Penalty: 3473.861084
	Iteration 29Q: 3 clusters Score -4091270 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4091308.250000 Penalty: 3473.861084
	Iteration 30Q: 3 clusters Score -4091308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4091355.750000 Penalty: 3473.861084
	Iteration 31Q: 3 clusters Score -4091356 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4091397.500000 Penalty: 3473.861084
	Iteration 32Q: 3 clusters Score -4091398 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4091439.000000 Penalty: 3473.861084
	Iteration 33Q: 3 clusters Score -4091439 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4091472.750000 Penalty: 3473.861084
	Iteration 34Q: 3 clusters Score -4091473 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4091498.250000 Penalty: 3473.861084
	Iteration 35Q: 3 clusters Score -4091498 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4091518.250000 Penalty: 3473.861084
	Iteration 36Q: 3 clusters Score -4091518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4091539.000000 Penalty: 3473.861084
	Iteration 37Q: 3 clusters Score -4091539 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4091569.500000 Penalty: 3473.861084
	Iteration 38Q: 3 clusters Score -4091570 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4091591.000000 Penalty: 3473.861084
	Iteration 39Q: 3 clusters Score -4091591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4091601.750000 Penalty: 3473.861084
	Iteration 40F: 3 clusters Score -4091602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4091612.750000 Penalty: 3473.861084
	Iteration 41Q: 3 clusters Score -4091613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4091615.250000 Penalty: 3473.861084
	Iteration 42Q: 3 clusters Score -4091615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4091634.250000 Penalty: 3473.861084
	Iteration 43Q: 3 clusters Score -4091634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4091659.250000 Penalty: 3473.861084
	Iteration 44Q: 3 clusters Score -4091659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4091673.750000 Penalty: 3473.861084
	Iteration 45Q: 3 clusters Score -4091674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4091673.750000 Penalty: 3473.861084
	Iteration 46Q: 3 clusters Score -4091674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4091677.000000 Penalty: 3473.861084
	Iteration 47Q: 3 clusters Score -4091677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4091682.500000 Penalty: 3473.861084
	Iteration 48Q: 3 clusters Score -4091682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4091709.000000 Penalty: 3473.861084
	Iteration 49Q: 3 clusters Score -4091709 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4091705.750000 Penalty: 3473.861084
	Iteration 50Q: 3 clusters Score -4091706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4091716.250000 Penalty: 3473.861084
	Iteration 51Q: 3 clusters Score -4091716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4091723.500000 Penalty: 3473.861084
	Iteration 52Q: 3 clusters Score -4091724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4091738.250000 Penalty: 3473.861084
	Iteration 53Q: 3 clusters Score -4091738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4091735.500000 Penalty: 3473.861084
	Iteration 54Q: 3 clusters Score -4091736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4091745.000000 Penalty: 3473.861084
	Iteration 55Q: 3 clusters Score -4091745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4091753.750000 Penalty: 3473.861084
	Iteration 56Q: 3 clusters Score -4091754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4091767.750000 Penalty: 3473.861084
	Iteration 57Q: 3 clusters Score -4091768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4091776.250000 Penalty: 3473.861084
	Iteration 58Q: 3 clusters Score -4091776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4091800.250000 Penalty: 3473.861084
	Iteration 59Q: 3 clusters Score -4091800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4091802.250000 Penalty: 3473.861084
	Iteration 60F: 3 clusters Score -4091802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4091805.000000 Penalty: 3473.861084
	Iteration 61Q: 3 clusters Score -4091805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4091816.250000 Penalty: 3473.861084
	Iteration 62Q: 3 clusters Score -4091816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4091827.000000 Penalty: 3473.861084
	Iteration 63Q: 3 clusters Score -4091827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4091832.500000 Penalty: 3473.861084
	Iteration 64Q: 3 clusters Score -4091832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4091832.750000 Penalty: 3473.861084
	Iteration 65Q: 3 clusters Score -4091833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4091828.000000 Penalty: 3473.861084
	Iteration 66Q: 3 clusters Score -4091828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4091840.750000 Penalty: 3473.861084
	Iteration 67Q: 3 clusters Score -4091841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4091840.250000 Penalty: 3473.861084
	Iteration 68Q: 3 clusters Score -4091840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4091847.500000 Penalty: 3473.861084
	Iteration 69Q: 3 clusters Score -4091848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4091852.250000 Penalty: 3473.861084
	Iteration 70Q: 3 clusters Score -4091852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4091858.250000 Penalty: 3473.861084
	Iteration 71Q: 3 clusters Score -4091858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4091870.500000 Penalty: 3473.861084
	Iteration 72Q: 3 clusters Score -4091870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4091877.250000 Penalty: 3473.861084
	Iteration 73Q: 3 clusters Score -4091877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4091880.250000 Penalty: 3473.861084
	Iteration 74Q: 3 clusters Score -4091880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4091888.500000 Penalty: 3473.861084
	Iteration 75Q: 3 clusters Score -4091888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4091890.750000 Penalty: 3473.861084
	Iteration 76Q: 3 clusters Score -4091891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4091890.000000 Penalty: 3473.861084
	Iteration 77Q: 3 clusters Score -4091890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4091888.500000 Penalty: 3473.861084
	Iteration 78Q: 3 clusters Score -4091888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4091893.250000 Penalty: 3473.861084
	Iteration 79Q: 3 clusters Score -4091893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4091889.500000 Penalty: 3473.861084
	Iteration 80F: 3 clusters Score -4091890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4091893.750000 Penalty: 3473.861084
	Iteration 81Q: 3 clusters Score -4091894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4091896.750000 Penalty: 3473.861084
	Iteration 82Q: 3 clusters Score -4091897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4091895.000000 Penalty: 3473.861084
	Iteration 83Q: 3 clusters Score -4091895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4091899.500000 Penalty: 3473.861084
	Iteration 84Q: 3 clusters Score -4091900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4091899.250000 Penalty: 3473.861084
	Iteration 85Q: 3 clusters Score -4091899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4091899.250000 Penalty: 3473.861084
	Iteration 86Q: 3 clusters Score -4091899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4091897.250000 Penalty: 3473.861084
	Iteration 87Q: 3 clusters Score -4091897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4091895.250000 Penalty: 3473.861084
	Iteration 88Q: 3 clusters Score -4091895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4091906.000000 Penalty: 3473.861084
	Iteration 89Q: 3 clusters Score -4091906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4091909.250000 Penalty: 3473.861084
	Iteration 90Q: 3 clusters Score -4091909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4091911.500000 Penalty: 3473.861084
	Iteration 91Q: 3 clusters Score -4091912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4091911.500000 Penalty: 3473.861084
	Iteration 92Q: 3 clusters Score -4091912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4091911.500000 Penalty: 3473.861084
	Iteration 93F: 3 clusters Score -4091912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (324204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324204 members 
Entering Unmasked Estep 
Score: -29635002.000000 Penalty: 2061.983398
	Iteration 0F: 2 clusters Score -2.9635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 162654 members 
Entering Unmasked Estep 
Score: -29428248.000000 Penalty: 4123.966797
	Iteration 0F: 3 clusters Score -2.942825e+07 nChanged 157960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144432 members 
Mstep: Class 2 contains 179772 members 
Entering Unmasked Estep 
Score: -29522624.000000 Penalty: 4123.966797
	Iteration 1F: 3 clusters Score -2.952262e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 189466 members 
Entering Unmasked Estep 
Score: -29526396.000000 Penalty: 4123.966797
	Iteration 2Q: 3 clusters Score -2.95264e+07 nChanged 15456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 204034 members 
Entering Unmasked Estep 
Score: -29532934.000000 Penalty: 4123.966797
	Iteration 3Q: 3 clusters Score -2.953293e+07 nChanged 21441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 225135 members 
Entering Unmasked Estep 
Score: -29546806.000000 Penalty: 4123.966797
	Iteration 4F: 3 clusters Score -2.954681e+07 nChanged 27077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 252102 members 
Entering Unmasked Estep 
Score: -29569786.000000 Penalty: 4123.966797
	Iteration 5F: 3 clusters Score -2.956979e+07 nChanged 28960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 281046 members 
Entering Unmasked Estep 
Score: -29598038.000000 Penalty: 4123.966797
	Iteration 6F: 3 clusters Score -2.959804e+07 nChanged 23478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 304524 members 
Entering Unmasked Estep 
Score: -29620266.000000 Penalty: 4123.966797
	Iteration 7F: 3 clusters Score -2.962027e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 317137 members 
Entering Unmasked Estep 
Score: -29628690.000000 Penalty: 4123.966797
	Iteration 8Q: 3 clusters Score -2.962869e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 321940 members 
Entering Unmasked Estep 
Score: -29631718.000000 Penalty: 4123.966797
	Iteration 9Q: 3 clusters Score -2.963172e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 323381 members 
Entering Unmasked Estep 
Score: -29632720.000000 Penalty: 4123.966797
	Iteration 10Q: 3 clusters Score -2.963272e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 323792 members 
Entering Unmasked Estep 
Score: -29632962.000000 Penalty: 4123.966797
	Iteration 11Q: 3 clusters Score -2.963296e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 323908 members 
Entering Unmasked Estep 
Score: -29633172.000000 Penalty: 4123.966797
	Iteration 12Q: 3 clusters Score -2.963317e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 323947 members 
Entering Unmasked Estep 
Score: -29633264.000000 Penalty: 4123.966797
	Iteration 13Q: 3 clusters Score -2.963326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 323960 members 
Entering Unmasked Estep 
Score: -29633300.000000 Penalty: 4123.966797
	Iteration 14Q: 3 clusters Score -2.96333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 323969 members 
Entering Unmasked Estep 
Score: -29633328.000000 Penalty: 4123.966797
	Iteration 15Q: 3 clusters Score -2.963333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 323965 members 
Entering Unmasked Estep 
Score: -29633346.000000 Penalty: 4123.966797
	Iteration 16Q: 3 clusters Score -2.963335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 323970 members 
Entering Unmasked Estep 
Score: -29633356.000000 Penalty: 4123.966797
	Iteration 17Q: 3 clusters Score -2.963336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323971 members 
Entering Unmasked Estep 
Score: -29633368.000000 Penalty: 4123.966797
	Iteration 18Q: 3 clusters Score -2.963337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 323970 members 
Entering Unmasked Estep 
Score: -29633364.000000 Penalty: 4123.966797
	Iteration 19Q: 3 clusters Score -2.963336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323971 members 
Entering Unmasked Estep 
Score: -29633360.000000 Penalty: 4123.966797
	Iteration 20F: 3 clusters Score -2.963336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 323972 members 
Entering Unmasked Estep 
Score: -29633382.000000 Penalty: 4123.966797
	Iteration 21Q: 3 clusters Score -2.963338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323973 members 
Entering Unmasked Estep 
Score: -29633370.000000 Penalty: 4123.966797
	Iteration 22Q: 3 clusters Score -2.963337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323973 members 
Entering Unmasked Estep 
Score: -29633370.000000 Penalty: 4123.966797
	Iteration 23F: 3 clusters Score -2.963337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36876 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 8 contains 41454 members 
Mstep: Class 9 contains 18947 members 
Mstep: Class 14 contains 14977 members 
Mstep: Class 15 contains 2445 members 
Mstep: Class 16 contains 21595 members 
Mstep: Class 19 contains 30859 members 
Mstep: Class 20 contains 61353 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43862 members 
Mstep: Class 23 contains 324204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541816.000000 Penalty: 25952.548828
Iteration 119Q: 13 clusters Score -5.454182e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36875 members 
Mstep: Class 3 contains 4927 members 
Mstep: Class 8 contains 41461 members 
Mstep: Class 9 contains 18959 members 
Mstep: Class 14 contains 14977 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 21599 members 
Mstep: Class 19 contains 30845 members 
Mstep: Class 20 contains 61398 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43893 members 
Mstep: Class 23 contains 324124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541764.000000 Penalty: 25952.548828
Iteration 120F: 13 clusters Score -5.454176e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36875 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 8 contains 41468 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 14 contains 14983 members 
Mstep: Class 15 contains 2440 members 
Mstep: Class 16 contains 21605 members 
Mstep: Class 19 contains 30834 members 
Mstep: Class 20 contains 61430 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43906 members 
Mstep: Class 23 contains 324069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541804.000000 Penalty: 25952.548828
Iteration 121Q: 13 clusters Score -5.45418e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36876 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 8 contains 41475 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 2438 members 
Mstep: Class 16 contains 21611 members 
Mstep: Class 19 contains 30822 members 
Mstep: Class 20 contains 61448 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43916 members 
Mstep: Class 23 contains 324040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541892.000000 Penalty: 25952.548828
Iteration 122Q: 13 clusters Score -5.454189e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36876 members 
Mstep: Class 3 contains 4916 members 
Mstep: Class 8 contains 41482 members 
Mstep: Class 9 contains 18971 members 
Mstep: Class 14 contains 14987 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21617 members 
Mstep: Class 19 contains 30810 members 
Mstep: Class 20 contains 61461 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43926 members 
Mstep: Class 23 contains 324019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541920.000000 Penalty: 25952.548828
Iteration 123Q: 13 clusters Score -5.454192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36875 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 8 contains 41485 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14988 members 
Mstep: Class 15 contains 2434 members 
Mstep: Class 16 contains 21618 members 
Mstep: Class 19 contains 30795 members 
Mstep: Class 20 contains 61473 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43928 members 
Mstep: Class 23 contains 324019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541892.000000 Penalty: 25952.548828
Iteration 124Q: 13 clusters Score -5.454189e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36876 members 
Mstep: Class 3 contains 4911 members 
Mstep: Class 8 contains 41487 members 
Mstep: Class 9 contains 18971 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21620 members 
Mstep: Class 19 contains 30785 members 
Mstep: Class 20 contains 61482 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 43933 members 
Mstep: Class 23 contains 324011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541908.000000 Penalty: 25952.548828
Iteration 125Q: 13 clusters Score -5.454191e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41492 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 14 contains 14991 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 19 contains 30773 members 
Mstep: Class 20 contains 61486 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43940 members 
Mstep: Class 23 contains 324004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541880.000000 Penalty: 25952.548828
Iteration 126Q: 13 clusters Score -5.454188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41494 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14991 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21622 members 
Mstep: Class 19 contains 30768 members 
Mstep: Class 20 contains 61490 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43945 members 
Mstep: Class 23 contains 323999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541896.000000 Penalty: 25952.548828
Iteration 127Q: 13 clusters Score -5.45419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41498 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21622 members 
Mstep: Class 19 contains 30762 members 
Mstep: Class 20 contains 61495 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43950 members 
Mstep: Class 23 contains 323990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541916.000000 Penalty: 25952.548828
Iteration 128Q: 13 clusters Score -5.454192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41503 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21622 members 
Mstep: Class 19 contains 30754 members 
Mstep: Class 20 contains 61501 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43952 members 
Mstep: Class 23 contains 323985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541876.000000 Penalty: 25952.548828
Iteration 129Q: 13 clusters Score -5.454188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41507 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21622 members 
Mstep: Class 19 contains 30743 members 
Mstep: Class 20 contains 61502 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43955 members 
Mstep: Class 23 contains 323988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541884.000000 Penalty: 25952.548828
Iteration 130Q: 13 clusters Score -5.454188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41508 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14991 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 19 contains 30734 members 
Mstep: Class 20 contains 61505 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43956 members 
Mstep: Class 23 contains 323992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541892.000000 Penalty: 25952.548828
Iteration 131Q: 13 clusters Score -5.454189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41507 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14990 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 19 contains 30725 members 
Mstep: Class 20 contains 61508 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43957 members 
Mstep: Class 23 contains 323999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541880.000000 Penalty: 25952.548828
Iteration 132Q: 13 clusters Score -5.454188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41506 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14991 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 61513 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43957 members 
Mstep: Class 23 contains 323998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541896.000000 Penalty: 25952.548828
Iteration 133Q: 13 clusters Score -5.45419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41507 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 19 contains 30712 members 
Mstep: Class 20 contains 61515 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43956 members 
Mstep: Class 23 contains 324004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541892.000000 Penalty: 25952.548828
Iteration 134Q: 13 clusters Score -5.454189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41507 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 19 contains 30706 members 
Mstep: Class 20 contains 61515 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43957 members 
Mstep: Class 23 contains 324009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541928.000000 Penalty: 25952.548828
Iteration 135Q: 13 clusters Score -5.454193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41508 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 19 contains 30699 members 
Mstep: Class 20 contains 61516 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43959 members 
Mstep: Class 23 contains 324013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541916.000000 Penalty: 25952.548828
Iteration 136Q: 13 clusters Score -5.454192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41508 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 19 contains 30695 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43959 members 
Mstep: Class 23 contains 324016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541916.000000 Penalty: 25952.548828
Iteration 137Q: 13 clusters Score -5.454192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41509 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30690 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43959 members 
Mstep: Class 23 contains 324019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541900.000000 Penalty: 25952.548828
Iteration 138Q: 13 clusters Score -5.45419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41511 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30682 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43959 members 
Mstep: Class 23 contains 324025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541920.000000 Penalty: 25952.548828
Iteration 139Q: 13 clusters Score -5.454192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41514 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30672 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43960 members 
Mstep: Class 23 contains 324031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541904.000000 Penalty: 25952.548828
Iteration 140F: 13 clusters Score -5.45419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41516 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30663 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43960 members 
Mstep: Class 23 contains 324038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541904.000000 Penalty: 25952.548828
Iteration 141Q: 13 clusters Score -5.45419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41519 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14991 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30661 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43960 members 
Mstep: Class 23 contains 324038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541908.000000 Penalty: 25952.548828
Iteration 142Q: 13 clusters Score -5.454191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41520 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14991 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 61516 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43960 members 
Mstep: Class 23 contains 324040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541892.000000 Penalty: 25952.548828
Iteration 143Q: 13 clusters Score -5.454189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41522 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14993 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30658 members 
Mstep: Class 20 contains 61516 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43960 members 
Mstep: Class 23 contains 324039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541880.000000 Penalty: 25952.548828
Iteration 144Q: 13 clusters Score -5.454188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41522 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30657 members 
Mstep: Class 20 contains 61516 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541856.000000 Penalty: 25952.548828
Iteration 145Q: 13 clusters Score -5.454186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41522 members 
Mstep: Class 9 contains 18974 members 
Mstep: Class 14 contains 14993 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30654 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43962 members 
Mstep: Class 23 contains 324037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541872.000000 Penalty: 25952.548828
Iteration 146Q: 13 clusters Score -5.454187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41522 members 
Mstep: Class 9 contains 18974 members 
Mstep: Class 14 contains 14993 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30652 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541856.000000 Penalty: 25952.548828
Iteration 147Q: 13 clusters Score -5.454186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41523 members 
Mstep: Class 9 contains 18975 members 
Mstep: Class 14 contains 14993 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541864.000000 Penalty: 25952.548828
Iteration 148Q: 13 clusters Score -5.454186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41522 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14993 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541856.000000 Penalty: 25952.548828
Iteration 149Q: 13 clusters Score -5.454186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41524 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541840.000000 Penalty: 25952.548828
Iteration 150Q: 13 clusters Score -5.454184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41526 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541844.000000 Penalty: 25952.548828
Iteration 151Q: 13 clusters Score -5.454184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41528 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541852.000000 Penalty: 25952.548828
Iteration 152Q: 13 clusters Score -5.454185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41530 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541828.000000 Penalty: 25952.548828
Iteration 153Q: 13 clusters Score -5.454183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41533 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541840.000000 Penalty: 25952.548828
Iteration 154Q: 13 clusters Score -5.454184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41534 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541856.000000 Penalty: 25952.548828
Iteration 155Q: 13 clusters Score -5.454186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41535 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541844.000000 Penalty: 25952.548828
Iteration 156Q: 13 clusters Score -5.454184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41535 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 324025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541844.000000 Penalty: 25952.548828
Iteration 157F: 13 clusters Score -5.454184e+07 nChanged 0
Entering ConstructFrom: 
Score: -54541844.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 2 (36871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Entering Unmasked Estep 
Score: -3444079.750000 Penalty: 1708.716797
	Iteration 0F: 2 clusters Score -3444080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3419547.750000 Penalty: 3417.433594
	Iteration 0F: 3 clusters Score -3419548 nChanged 16913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3428829.750000 Penalty: 3417.433594
	Iteration 1F: 3 clusters Score -3428830 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3429102.750000 Penalty: 3417.433594
	Iteration 2Q: 3 clusters Score -3429103 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3429397.000000 Penalty: 3417.433594
	Iteration 3Q: 3 clusters Score -3429397 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3429655.250000 Penalty: 3417.433594
	Iteration 4Q: 3 clusters Score -3429655 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3429899.250000 Penalty: 3417.433594
	Iteration 5Q: 3 clusters Score -3429899 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3430164.250000 Penalty: 3417.433594
	Iteration 6Q: 3 clusters Score -3430164 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3430455.250000 Penalty: 3417.433594
	Iteration 7Q: 3 clusters Score -3430455 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3430855.500000 Penalty: 3417.433594
	Iteration 8Q: 3 clusters Score -3430856 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3431309.750000 Penalty: 3417.433594
	Iteration 9Q: 3 clusters Score -3431310 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3431848.500000 Penalty: 3417.433594
	Iteration 10Q: 3 clusters Score -3431848 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3432536.000000 Penalty: 3417.433594
	Iteration 11Q: 3 clusters Score -3432536 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3433486.000000 Penalty: 3417.433594
	Iteration 12Q: 3 clusters Score -3433486 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3434742.000000 Penalty: 3417.433594
	Iteration 13Q: 3 clusters Score -3434742 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3435984.000000 Penalty: 3417.433594
	Iteration 14Q: 3 clusters Score -3435984 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3436983.500000 Penalty: 3417.433594
	Iteration 15Q: 3 clusters Score -3436984 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3437531.750000 Penalty: 3417.433594
	Iteration 16Q: 3 clusters Score -3437532 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3437886.500000 Penalty: 3417.433594
	Iteration 17Q: 3 clusters Score -3437886 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3438153.250000 Penalty: 3417.433594
	Iteration 18Q: 3 clusters Score -3438153 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3438405.250000 Penalty: 3417.433594
	Iteration 19Q: 3 clusters Score -3438405 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3438634.000000 Penalty: 3417.433594
	Iteration 20F: 3 clusters Score -3438634 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3438913.000000 Penalty: 3417.433594
	Iteration 21Q: 3 clusters Score -3438913 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3439179.500000 Penalty: 3417.433594
	Iteration 22Q: 3 clusters Score -3439180 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -3439468.000000 Penalty: 3417.433594
	Iteration 23Q: 3 clusters Score -3439468 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3439744.500000 Penalty: 3417.433594
	Iteration 24Q: 3 clusters Score -3439744 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3439995.250000 Penalty: 3417.433594
	Iteration 25Q: 3 clusters Score -3439995 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3440225.000000 Penalty: 3417.433594
	Iteration 26Q: 3 clusters Score -3440225 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3440440.750000 Penalty: 3417.433594
	Iteration 27Q: 3 clusters Score -3440441 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3440660.000000 Penalty: 3417.433594
	Iteration 28Q: 3 clusters Score -3440660 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -3440865.250000 Penalty: 3417.433594
	Iteration 29Q: 3 clusters Score -3440865 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -3441024.000000 Penalty: 3417.433594
	Iteration 30Q: 3 clusters Score -3441024 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3441177.750000 Penalty: 3417.433594
	Iteration 31Q: 3 clusters Score -3441178 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3441347.250000 Penalty: 3417.433594
	Iteration 32Q: 3 clusters Score -3441347 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3441509.750000 Penalty: 3417.433594
	Iteration 33Q: 3 clusters Score -3441510 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3441635.750000 Penalty: 3417.433594
	Iteration 34Q: 3 clusters Score -3441636 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -3441756.250000 Penalty: 3417.433594
	Iteration 35Q: 3 clusters Score -3441756 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -3441857.500000 Penalty: 3417.433594
	Iteration 36Q: 3 clusters Score -3441858 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -3441926.250000 Penalty: 3417.433594
	Iteration 37Q: 3 clusters Score -3441926 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3441988.250000 Penalty: 3417.433594
	Iteration 38Q: 3 clusters Score -3441988 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -3442042.750000 Penalty: 3417.433594
	Iteration 39Q: 3 clusters Score -3442043 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -3442084.000000 Penalty: 3417.433594
	Iteration 40F: 3 clusters Score -3442084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -3442131.250000 Penalty: 3417.433594
	Iteration 41Q: 3 clusters Score -3442131 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -3442177.500000 Penalty: 3417.433594
	Iteration 42Q: 3 clusters Score -3442178 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -3442209.750000 Penalty: 3417.433594
	Iteration 43Q: 3 clusters Score -3442210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -3442256.500000 Penalty: 3417.433594
	Iteration 44Q: 3 clusters Score -3442256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3442281.500000 Penalty: 3417.433594
	Iteration 45Q: 3 clusters Score -3442282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -3442314.000000 Penalty: 3417.433594
	Iteration 46Q: 3 clusters Score -3442314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -3442345.500000 Penalty: 3417.433594
	Iteration 47Q: 3 clusters Score -3442346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -3442374.750000 Penalty: 3417.433594
	Iteration 48Q: 3 clusters Score -3442375 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -3442418.500000 Penalty: 3417.433594
	Iteration 49Q: 3 clusters Score -3442418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3442450.000000 Penalty: 3417.433594
	Iteration 50Q: 3 clusters Score -3442450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -3442475.000000 Penalty: 3417.433594
	Iteration 51Q: 3 clusters Score -3442475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -3442483.250000 Penalty: 3417.433594
	Iteration 52Q: 3 clusters Score -3442483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -3442490.750000 Penalty: 3417.433594
	Iteration 53Q: 3 clusters Score -3442491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3442514.750000 Penalty: 3417.433594
	Iteration 54Q: 3 clusters Score -3442515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -3442524.500000 Penalty: 3417.433594
	Iteration 55Q: 3 clusters Score -3442524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -3442527.500000 Penalty: 3417.433594
	Iteration 56Q: 3 clusters Score -3442528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3442537.750000 Penalty: 3417.433594
	Iteration 57Q: 3 clusters Score -3442538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -3442546.250000 Penalty: 3417.433594
	Iteration 58Q: 3 clusters Score -3442546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -3442553.750000 Penalty: 3417.433594
	Iteration 59Q: 3 clusters Score -3442554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -3442557.000000 Penalty: 3417.433594
	Iteration 60F: 3 clusters Score -3442557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -3442569.750000 Penalty: 3417.433594
	Iteration 61Q: 3 clusters Score -3442570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3442581.500000 Penalty: 3417.433594
	Iteration 62Q: 3 clusters Score -3442582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -3442587.250000 Penalty: 3417.433594
	Iteration 63Q: 3 clusters Score -3442587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -3442600.750000 Penalty: 3417.433594
	Iteration 64Q: 3 clusters Score -3442601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -3442608.250000 Penalty: 3417.433594
	Iteration 65Q: 3 clusters Score -3442608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -3442619.000000 Penalty: 3417.433594
	Iteration 66Q: 3 clusters Score -3442619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3442620.500000 Penalty: 3417.433594
	Iteration 67Q: 3 clusters Score -3442620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -3442628.500000 Penalty: 3417.433594
	Iteration 68Q: 3 clusters Score -3442628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -3442632.750000 Penalty: 3417.433594
	Iteration 69Q: 3 clusters Score -3442633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -3442637.750000 Penalty: 3417.433594
	Iteration 70Q: 3 clusters Score -3442638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -3442637.250000 Penalty: 3417.433594
	Iteration 71Q: 3 clusters Score -3442637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3442638.750000 Penalty: 3417.433594
	Iteration 72Q: 3 clusters Score -3442639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -3442638.750000 Penalty: 3417.433594
	Iteration 73Q: 3 clusters Score -3442639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -3442638.500000 Penalty: 3417.433594
	Iteration 74Q: 3 clusters Score -3442638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -3442635.000000 Penalty: 3417.433594
	Iteration 75Q: 3 clusters Score -3442635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -3442635.750000 Penalty: 3417.433594
	Iteration 76Q: 3 clusters Score -3442636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3442636.250000 Penalty: 3417.433594
	Iteration 77Q: 3 clusters Score -3442636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -3442639.500000 Penalty: 3417.433594
	Iteration 78Q: 3 clusters Score -3442640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -3442641.750000 Penalty: 3417.433594
	Iteration 79Q: 3 clusters Score -3442642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -3442645.750000 Penalty: 3417.433594
	Iteration 80F: 3 clusters Score -3442646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3442650.000000 Penalty: 3417.433594
	Iteration 81Q: 3 clusters Score -3442650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3442649.500000 Penalty: 3417.433594
	Iteration 82Q: 3 clusters Score -3442650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -3442650.750000 Penalty: 3417.433594
	Iteration 83Q: 3 clusters Score -3442651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3442653.000000 Penalty: 3417.433594
	Iteration 84Q: 3 clusters Score -3442653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -3442652.750000 Penalty: 3417.433594
	Iteration 85Q: 3 clusters Score -3442653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -3442655.750000 Penalty: 3417.433594
	Iteration 86Q: 3 clusters Score -3442656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -3442652.750000 Penalty: 3417.433594
	Iteration 87Q: 3 clusters Score -3442653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3442653.500000 Penalty: 3417.433594
	Iteration 88Q: 3 clusters Score -3442654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3442659.000000 Penalty: 3417.433594
	Iteration 89Q: 3 clusters Score -3442659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3442660.750000 Penalty: 3417.433594
	Iteration 90Q: 3 clusters Score -3442661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -3442662.000000 Penalty: 3417.433594
	Iteration 91Q: 3 clusters Score -3442662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3442659.000000 Penalty: 3417.433594
	Iteration 92Q: 3 clusters Score -3442659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -3442662.500000 Penalty: 3417.433594
	Iteration 93Q: 3 clusters Score -3442662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -3442662.500000 Penalty: 3417.433594
	Iteration 94F: 3 clusters Score -3442662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -425709.218750 Penalty: 1381.092285
	Iteration 0F: 2 clusters Score -425709.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -421782.843750 Penalty: 2762.184570
	Iteration 0F: 3 clusters Score -421782.8 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -422869.000000 Penalty: 2762.184570
	Iteration 1F: 3 clusters Score -422869 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -423244.406250 Penalty: 2762.184570
	Iteration 2F: 3 clusters Score -423244.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -423642.468750 Penalty: 2762.184570
	Iteration 3F: 3 clusters Score -423642.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -424122.031250 Penalty: 2762.184570
	Iteration 4F: 3 clusters Score -424122 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -424564.750000 Penalty: 2762.184570
	Iteration 5F: 3 clusters Score -424564.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -424880.062500 Penalty: 2762.184570
	Iteration 6F: 3 clusters Score -424880.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -425043.187500 Penalty: 2762.184570
	Iteration 7Q: 3 clusters Score -425043.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -425135.718750 Penalty: 2762.184570
	Iteration 8Q: 3 clusters Score -425135.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -425181.812500 Penalty: 2762.184570
	Iteration 9Q: 3 clusters Score -425181.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -425202.031250 Penalty: 2762.184570
	Iteration 10Q: 3 clusters Score -425202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -425209.343750 Penalty: 2762.184570
	Iteration 11Q: 3 clusters Score -425209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -425211.000000 Penalty: 2762.184570
	Iteration 12Q: 3 clusters Score -425211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -425212.718750 Penalty: 2762.184570
	Iteration 13Q: 3 clusters Score -425212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -425214.312500 Penalty: 2762.184570
	Iteration 14Q: 3 clusters Score -425214.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -425215.812500 Penalty: 2762.184570
	Iteration 15Q: 3 clusters Score -425215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -425216.156250 Penalty: 2762.184570
	Iteration 16Q: 3 clusters Score -425216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -425218.500000 Penalty: 2762.184570
	Iteration 17Q: 3 clusters Score -425218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -425220.062500 Penalty: 2762.184570
	Iteration 18Q: 3 clusters Score -425220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -425221.937500 Penalty: 2762.184570
	Iteration 19Q: 3 clusters Score -425221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -425221.437500 Penalty: 2762.184570
	Iteration 20F: 3 clusters Score -425221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -425222.312500 Penalty: 2762.184570
	Iteration 21Q: 3 clusters Score -425222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -425223.281250 Penalty: 2762.184570
	Iteration 22Q: 3 clusters Score -425223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -425223.625000 Penalty: 2762.184570
	Iteration 23Q: 3 clusters Score -425223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -425224.531250 Penalty: 2762.184570
	Iteration 24Q: 3 clusters Score -425224.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -425224.531250 Penalty: 2762.184570
	Iteration 25F: 3 clusters Score -425224.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Entering Unmasked Estep 
Score: -3878018.750000 Penalty: 1728.072388
	Iteration 0F: 2 clusters Score -3878019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3850335.000000 Penalty: 3456.144775
	Iteration 0F: 3 clusters Score -3850335 nChanged 19309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3861039.750000 Penalty: 3456.144775
	Iteration 1F: 3 clusters Score -3861040 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3861535.000000 Penalty: 3456.144775
	Iteration 2Q: 3 clusters Score -3861535 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3862170.000000 Penalty: 3456.144775
	Iteration 3Q: 3 clusters Score -3862170 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3863386.500000 Penalty: 3456.144775
	Iteration 4F: 3 clusters Score -3863386 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3865411.500000 Penalty: 3456.144775
	Iteration 5F: 3 clusters Score -3865412 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3868568.250000 Penalty: 3456.144775
	Iteration 6F: 3 clusters Score -3868568 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -3872020.500000 Penalty: 3456.144775
	Iteration 7F: 3 clusters Score -3872020 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -3874671.000000 Penalty: 3456.144775
	Iteration 8F: 3 clusters Score -3874671 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -3876093.500000 Penalty: 3456.144775
	Iteration 9Q: 3 clusters Score -3876094 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -3876747.500000 Penalty: 3456.144775
	Iteration 10Q: 3 clusters Score -3876748 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -3877013.750000 Penalty: 3456.144775
	Iteration 11Q: 3 clusters Score -3877014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -3877118.000000 Penalty: 3456.144775
	Iteration 12Q: 3 clusters Score -3877118 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -3877166.500000 Penalty: 3456.144775
	Iteration 13Q: 3 clusters Score -3877166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -3877188.000000 Penalty: 3456.144775
	Iteration 14Q: 3 clusters Score -3877188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -3877202.250000 Penalty: 3456.144775
	Iteration 15Q: 3 clusters Score -3877202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -3877217.250000 Penalty: 3456.144775
	Iteration 16Q: 3 clusters Score -3877217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -3877231.000000 Penalty: 3456.144775
	Iteration 17Q: 3 clusters Score -3877231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -3877240.000000 Penalty: 3456.144775
	Iteration 18Q: 3 clusters Score -3877240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -3877238.000000 Penalty: 3456.144775
	Iteration 19Q: 3 clusters Score -3877238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -3877239.500000 Penalty: 3456.144775
	Iteration 20F: 3 clusters Score -3877240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -3877243.500000 Penalty: 3456.144775
	Iteration 21Q: 3 clusters Score -3877244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -3877242.250000 Penalty: 3456.144775
	Iteration 22Q: 3 clusters Score -3877242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -3877242.500000 Penalty: 3456.144775
	Iteration 23Q: 3 clusters Score -3877242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -3877239.750000 Penalty: 3456.144775
	Iteration 24Q: 3 clusters Score -3877240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -3877245.000000 Penalty: 3456.144775
	Iteration 25Q: 3 clusters Score -3877245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -3877244.750000 Penalty: 3456.144775
	Iteration 26Q: 3 clusters Score -3877245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -3877245.750000 Penalty: 3456.144775
	Iteration 27Q: 3 clusters Score -3877246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -3877245.750000 Penalty: 3456.144775
	Iteration 28F: 3 clusters Score -3877246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Entering Unmasked Estep 
Score: -1779584.000000 Penalty: 1600.776123
	Iteration 0F: 2 clusters Score -1779584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1766558.875000 Penalty: 3201.552246
	Iteration 0F: 3 clusters Score -1766559 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1771237.125000 Penalty: 3201.552246
	Iteration 1F: 3 clusters Score -1771237 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1771578.375000 Penalty: 3201.552246
	Iteration 2Q: 3 clusters Score -1771578 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1771940.875000 Penalty: 3201.552246
	Iteration 3Q: 3 clusters Score -1771941 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1772323.250000 Penalty: 3201.552246
	Iteration 4Q: 3 clusters Score -1772323 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1772760.000000 Penalty: 3201.552246
	Iteration 5Q: 3 clusters Score -1772760 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1773295.125000 Penalty: 3201.552246
	Iteration 6F: 3 clusters Score -1773295 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1773954.875000 Penalty: 3201.552246
	Iteration 7F: 3 clusters Score -1773955 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1774803.375000 Penalty: 3201.552246
	Iteration 8F: 3 clusters Score -1774803 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1775641.500000 Penalty: 3201.552246
	Iteration 9F: 3 clusters Score -1775642 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1776289.125000 Penalty: 3201.552246
	Iteration 10F: 3 clusters Score -1776289 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1776724.875000 Penalty: 3201.552246
	Iteration 11Q: 3 clusters Score -1776725 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1777003.000000 Penalty: 3201.552246
	Iteration 12Q: 3 clusters Score -1777003 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1777212.000000 Penalty: 3201.552246
	Iteration 13Q: 3 clusters Score -1777212 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1777369.375000 Penalty: 3201.552246
	Iteration 14Q: 3 clusters Score -1777369 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1777487.625000 Penalty: 3201.552246
	Iteration 15Q: 3 clusters Score -1777488 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1777591.500000 Penalty: 3201.552246
	Iteration 16Q: 3 clusters Score -1777592 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1777674.375000 Penalty: 3201.552246
	Iteration 17Q: 3 clusters Score -1777674 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1777729.750000 Penalty: 3201.552246
	Iteration 18Q: 3 clusters Score -1777730 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1777776.000000 Penalty: 3201.552246
	Iteration 19Q: 3 clusters Score -1777776 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1777829.625000 Penalty: 3201.552246
	Iteration 20F: 3 clusters Score -1777830 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1777883.375000 Penalty: 3201.552246
	Iteration 21Q: 3 clusters Score -1777883 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1777919.875000 Penalty: 3201.552246
	Iteration 22Q: 3 clusters Score -1777920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1777946.500000 Penalty: 3201.552246
	Iteration 23Q: 3 clusters Score -1777946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1777967.500000 Penalty: 3201.552246
	Iteration 24Q: 3 clusters Score -1777968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1777993.125000 Penalty: 3201.552246
	Iteration 25Q: 3 clusters Score -1777993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1778009.875000 Penalty: 3201.552246
	Iteration 26Q: 3 clusters Score -1778010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1778034.625000 Penalty: 3201.552246
	Iteration 27Q: 3 clusters Score -1778035 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1778054.625000 Penalty: 3201.552246
	Iteration 28Q: 3 clusters Score -1778055 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1778074.625000 Penalty: 3201.552246
	Iteration 29Q: 3 clusters Score -1778075 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1778096.625000 Penalty: 3201.552246
	Iteration 30Q: 3 clusters Score -1778097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1778115.750000 Penalty: 3201.552246
	Iteration 31Q: 3 clusters Score -1778116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1778129.875000 Penalty: 3201.552246
	Iteration 32Q: 3 clusters Score -1778130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1778146.625000 Penalty: 3201.552246
	Iteration 33Q: 3 clusters Score -1778147 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1778160.875000 Penalty: 3201.552246
	Iteration 34Q: 3 clusters Score -1778161 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1778186.500000 Penalty: 3201.552246
	Iteration 35Q: 3 clusters Score -1778186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1778201.750000 Penalty: 3201.552246
	Iteration 36Q: 3 clusters Score -1778202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1778212.875000 Penalty: 3201.552246
	Iteration 37Q: 3 clusters Score -1778213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1778228.625000 Penalty: 3201.552246
	Iteration 38Q: 3 clusters Score -1778229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1778229.250000 Penalty: 3201.552246
	Iteration 39Q: 3 clusters Score -1778229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1778244.875000 Penalty: 3201.552246
	Iteration 40F: 3 clusters Score -1778245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1778258.625000 Penalty: 3201.552246
	Iteration 41Q: 3 clusters Score -1778259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1778272.125000 Penalty: 3201.552246
	Iteration 42Q: 3 clusters Score -1778272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1778282.625000 Penalty: 3201.552246
	Iteration 43Q: 3 clusters Score -1778283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1778293.125000 Penalty: 3201.552246
	Iteration 44Q: 3 clusters Score -1778293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1778303.625000 Penalty: 3201.552246
	Iteration 45Q: 3 clusters Score -1778304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1778314.500000 Penalty: 3201.552246
	Iteration 46Q: 3 clusters Score -1778314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1778330.250000 Penalty: 3201.552246
	Iteration 47Q: 3 clusters Score -1778330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1778353.625000 Penalty: 3201.552246
	Iteration 48Q: 3 clusters Score -1778354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1778364.375000 Penalty: 3201.552246
	Iteration 49Q: 3 clusters Score -1778364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1778378.875000 Penalty: 3201.552246
	Iteration 50Q: 3 clusters Score -1778379 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1778397.875000 Penalty: 3201.552246
	Iteration 51Q: 3 clusters Score -1778398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1778416.250000 Penalty: 3201.552246
	Iteration 52Q: 3 clusters Score -1778416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1778426.750000 Penalty: 3201.552246
	Iteration 53Q: 3 clusters Score -1778427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1778445.375000 Penalty: 3201.552246
	Iteration 54Q: 3 clusters Score -1778445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1778463.750000 Penalty: 3201.552246
	Iteration 55Q: 3 clusters Score -1778464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1778471.875000 Penalty: 3201.552246
	Iteration 56Q: 3 clusters Score -1778472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1778481.000000 Penalty: 3201.552246
	Iteration 57Q: 3 clusters Score -1778481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1778490.000000 Penalty: 3201.552246
	Iteration 58Q: 3 clusters Score -1778490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1778500.500000 Penalty: 3201.552246
	Iteration 59Q: 3 clusters Score -1778500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1778505.250000 Penalty: 3201.552246
	Iteration 60F: 3 clusters Score -1778505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1778514.000000 Penalty: 3201.552246
	Iteration 61Q: 3 clusters Score -1778514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1778514.625000 Penalty: 3201.552246
	Iteration 62Q: 3 clusters Score -1778515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1778524.000000 Penalty: 3201.552246
	Iteration 63Q: 3 clusters Score -1778524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1778530.500000 Penalty: 3201.552246
	Iteration 64Q: 3 clusters Score -1778530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1778537.750000 Penalty: 3201.552246
	Iteration 65Q: 3 clusters Score -1778538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1778541.500000 Penalty: 3201.552246
	Iteration 66Q: 3 clusters Score -1778542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1778545.375000 Penalty: 3201.552246
	Iteration 67Q: 3 clusters Score -1778545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1778543.750000 Penalty: 3201.552246
	Iteration 68Q: 3 clusters Score -1778544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1778548.500000 Penalty: 3201.552246
	Iteration 69Q: 3 clusters Score -1778548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1778553.250000 Penalty: 3201.552246
	Iteration 70Q: 3 clusters Score -1778553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1778551.625000 Penalty: 3201.552246
	Iteration 71Q: 3 clusters Score -1778552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1778553.500000 Penalty: 3201.552246
	Iteration 72Q: 3 clusters Score -1778554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1778556.125000 Penalty: 3201.552246
	Iteration 73Q: 3 clusters Score -1778556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1778556.750000 Penalty: 3201.552246
	Iteration 74Q: 3 clusters Score -1778557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1778560.250000 Penalty: 3201.552246
	Iteration 75Q: 3 clusters Score -1778560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1778559.125000 Penalty: 3201.552246
	Iteration 76Q: 3 clusters Score -1778559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1778561.875000 Penalty: 3201.552246
	Iteration 77Q: 3 clusters Score -1778562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1778563.375000 Penalty: 3201.552246
	Iteration 78Q: 3 clusters Score -1778563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1778563.875000 Penalty: 3201.552246
	Iteration 79Q: 3 clusters Score -1778564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1778567.750000 Penalty: 3201.552246
	Iteration 80F: 3 clusters Score -1778568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1778568.125000 Penalty: 3201.552246
	Iteration 81Q: 3 clusters Score -1778568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1778568.750000 Penalty: 3201.552246
	Iteration 82Q: 3 clusters Score -1778569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1778570.625000 Penalty: 3201.552246
	Iteration 83Q: 3 clusters Score -1778571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1778570.125000 Penalty: 3201.552246
	Iteration 84Q: 3 clusters Score -1778570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1778570.125000 Penalty: 3201.552246
	Iteration 85F: 3 clusters Score -1778570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Entering Unmasked Estep 
Score: -1416697.750000 Penalty: 1562.503296
	Iteration 0F: 2 clusters Score -1416698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1406288.000000 Penalty: 3125.006592
	Iteration 0F: 3 clusters Score -1406288 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1409948.625000 Penalty: 3125.006592
	Iteration 1F: 3 clusters Score -1409949 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1410224.375000 Penalty: 3125.006592
	Iteration 2F: 3 clusters Score -1410224 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1410496.125000 Penalty: 3125.006592
	Iteration 3Q: 3 clusters Score -1410496 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1410751.500000 Penalty: 3125.006592
	Iteration 4Q: 3 clusters Score -1410752 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1411055.875000 Penalty: 3125.006592
	Iteration 5Q: 3 clusters Score -1411056 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1411373.125000 Penalty: 3125.006592
	Iteration 6Q: 3 clusters Score -1411373 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1411718.125000 Penalty: 3125.006592
	Iteration 7Q: 3 clusters Score -1411718 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1412146.125000 Penalty: 3125.006592
	Iteration 8Q: 3 clusters Score -1412146 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1412639.500000 Penalty: 3125.006592
	Iteration 9Q: 3 clusters Score -1412640 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1413022.000000 Penalty: 3125.006592
	Iteration 10Q: 3 clusters Score -1413022 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1413275.750000 Penalty: 3125.006592
	Iteration 11Q: 3 clusters Score -1413276 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1413424.250000 Penalty: 3125.006592
	Iteration 12Q: 3 clusters Score -1413424 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1413497.750000 Penalty: 3125.006592
	Iteration 13Q: 3 clusters Score -1413498 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1413540.250000 Penalty: 3125.006592
	Iteration 14Q: 3 clusters Score -1413540 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1413579.125000 Penalty: 3125.006592
	Iteration 15Q: 3 clusters Score -1413579 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1413626.375000 Penalty: 3125.006592
	Iteration 16Q: 3 clusters Score -1413626 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1413659.125000 Penalty: 3125.006592
	Iteration 17Q: 3 clusters Score -1413659 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1413680.000000 Penalty: 3125.006592
	Iteration 18Q: 3 clusters Score -1413680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1413699.250000 Penalty: 3125.006592
	Iteration 19Q: 3 clusters Score -1413699 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1413725.750000 Penalty: 3125.006592
	Iteration 20F: 3 clusters Score -1413726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1413751.125000 Penalty: 3125.006592
	Iteration 21Q: 3 clusters Score -1413751 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1413768.625000 Penalty: 3125.006592
	Iteration 22Q: 3 clusters Score -1413769 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1413791.125000 Penalty: 3125.006592
	Iteration 23Q: 3 clusters Score -1413791 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1413808.750000 Penalty: 3125.006592
	Iteration 24Q: 3 clusters Score -1413809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1413825.875000 Penalty: 3125.006592
	Iteration 25Q: 3 clusters Score -1413826 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1413843.250000 Penalty: 3125.006592
	Iteration 26Q: 3 clusters Score -1413843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1413861.375000 Penalty: 3125.006592
	Iteration 27Q: 3 clusters Score -1413861 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1413875.500000 Penalty: 3125.006592
	Iteration 28Q: 3 clusters Score -1413876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1413901.375000 Penalty: 3125.006592
	Iteration 29Q: 3 clusters Score -1413901 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1413917.875000 Penalty: 3125.006592
	Iteration 30Q: 3 clusters Score -1413918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1413941.250000 Penalty: 3125.006592
	Iteration 31Q: 3 clusters Score -1413941 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1413969.000000 Penalty: 3125.006592
	Iteration 32Q: 3 clusters Score -1413969 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1413988.500000 Penalty: 3125.006592
	Iteration 33Q: 3 clusters Score -1413988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1414021.500000 Penalty: 3125.006592
	Iteration 34Q: 3 clusters Score -1414022 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1414053.750000 Penalty: 3125.006592
	Iteration 35Q: 3 clusters Score -1414054 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1414087.125000 Penalty: 3125.006592
	Iteration 36Q: 3 clusters Score -1414087 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1414134.375000 Penalty: 3125.006592
	Iteration 37Q: 3 clusters Score -1414134 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1414184.000000 Penalty: 3125.006592
	Iteration 38Q: 3 clusters Score -1414184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1414227.875000 Penalty: 3125.006592
	Iteration 39Q: 3 clusters Score -1414228 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1414275.375000 Penalty: 3125.006592
	Iteration 40F: 3 clusters Score -1414275 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1414321.625000 Penalty: 3125.006592
	Iteration 41Q: 3 clusters Score -1414322 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1414372.625000 Penalty: 3125.006592
	Iteration 42Q: 3 clusters Score -1414373 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1414416.000000 Penalty: 3125.006592
	Iteration 43Q: 3 clusters Score -1414416 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1414462.250000 Penalty: 3125.006592
	Iteration 44Q: 3 clusters Score -1414462 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1414507.250000 Penalty: 3125.006592
	Iteration 45Q: 3 clusters Score -1414507 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1414555.000000 Penalty: 3125.006592
	Iteration 46Q: 3 clusters Score -1414555 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1414599.000000 Penalty: 3125.006592
	Iteration 47Q: 3 clusters Score -1414599 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1414638.875000 Penalty: 3125.006592
	Iteration 48Q: 3 clusters Score -1414639 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1414681.750000 Penalty: 3125.006592
	Iteration 49Q: 3 clusters Score -1414682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1414715.625000 Penalty: 3125.006592
	Iteration 50Q: 3 clusters Score -1414716 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1414746.500000 Penalty: 3125.006592
	Iteration 51Q: 3 clusters Score -1414746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1414784.250000 Penalty: 3125.006592
	Iteration 52Q: 3 clusters Score -1414784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1414828.125000 Penalty: 3125.006592
	Iteration 53Q: 3 clusters Score -1414828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1414856.625000 Penalty: 3125.006592
	Iteration 54Q: 3 clusters Score -1414857 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1414887.875000 Penalty: 3125.006592
	Iteration 55Q: 3 clusters Score -1414888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1414921.000000 Penalty: 3125.006592
	Iteration 56Q: 3 clusters Score -1414921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1414953.000000 Penalty: 3125.006592
	Iteration 57Q: 3 clusters Score -1414953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1414987.000000 Penalty: 3125.006592
	Iteration 58Q: 3 clusters Score -1414987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1415022.375000 Penalty: 3125.006592
	Iteration 59Q: 3 clusters Score -1415022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1415050.125000 Penalty: 3125.006592
	Iteration 60F: 3 clusters Score -1415050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1415085.625000 Penalty: 3125.006592
	Iteration 61Q: 3 clusters Score -1415086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1415112.875000 Penalty: 3125.006592
	Iteration 62Q: 3 clusters Score -1415113 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1415143.000000 Penalty: 3125.006592
	Iteration 63Q: 3 clusters Score -1415143 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1415171.375000 Penalty: 3125.006592
	Iteration 64Q: 3 clusters Score -1415171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1415192.750000 Penalty: 3125.006592
	Iteration 65Q: 3 clusters Score -1415193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1415216.000000 Penalty: 3125.006592
	Iteration 66Q: 3 clusters Score -1415216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1415251.500000 Penalty: 3125.006592
	Iteration 67Q: 3 clusters Score -1415252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1415284.000000 Penalty: 3125.006592
	Iteration 68Q: 3 clusters Score -1415284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1415309.000000 Penalty: 3125.006592
	Iteration 69Q: 3 clusters Score -1415309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1415328.125000 Penalty: 3125.006592
	Iteration 70Q: 3 clusters Score -1415328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1415348.000000 Penalty: 3125.006592
	Iteration 71Q: 3 clusters Score -1415348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1415358.375000 Penalty: 3125.006592
	Iteration 72Q: 3 clusters Score -1415358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1415370.625000 Penalty: 3125.006592
	Iteration 73Q: 3 clusters Score -1415371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1415377.125000 Penalty: 3125.006592
	Iteration 74Q: 3 clusters Score -1415377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1415385.250000 Penalty: 3125.006592
	Iteration 75Q: 3 clusters Score -1415385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1415388.125000 Penalty: 3125.006592
	Iteration 76Q: 3 clusters Score -1415388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1415390.375000 Penalty: 3125.006592
	Iteration 77Q: 3 clusters Score -1415390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1415389.500000 Penalty: 3125.006592
	Iteration 78Q: 3 clusters Score -1415390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1415390.000000 Penalty: 3125.006592
	Iteration 79Q: 3 clusters Score -1415390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1415392.875000 Penalty: 3125.006592
	Iteration 80F: 3 clusters Score -1415393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1415395.000000 Penalty: 3125.006592
	Iteration 81Q: 3 clusters Score -1415395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1415398.625000 Penalty: 3125.006592
	Iteration 82Q: 3 clusters Score -1415399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1415399.125000 Penalty: 3125.006592
	Iteration 83Q: 3 clusters Score -1415399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1415399.625000 Penalty: 3125.006592
	Iteration 84Q: 3 clusters Score -1415400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1415397.875000 Penalty: 3125.006592
	Iteration 85Q: 3 clusters Score -1415398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1415401.125000 Penalty: 3125.006592
	Iteration 86Q: 3 clusters Score -1415401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1415407.500000 Penalty: 3125.006592
	Iteration 87Q: 3 clusters Score -1415408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1415408.625000 Penalty: 3125.006592
	Iteration 88Q: 3 clusters Score -1415409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1415411.750000 Penalty: 3125.006592
	Iteration 89Q: 3 clusters Score -1415412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1415414.250000 Penalty: 3125.006592
	Iteration 90Q: 3 clusters Score -1415414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1415416.375000 Penalty: 3125.006592
	Iteration 91Q: 3 clusters Score -1415416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1415417.875000 Penalty: 3125.006592
	Iteration 92Q: 3 clusters Score -1415418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1415417.750000 Penalty: 3125.006592
	Iteration 93Q: 3 clusters Score -1415418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1415416.875000 Penalty: 3125.006592
	Iteration 94Q: 3 clusters Score -1415417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1415418.750000 Penalty: 3125.006592
	Iteration 95Q: 3 clusters Score -1415419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1415419.000000 Penalty: 3125.006592
	Iteration 96Q: 3 clusters Score -1415419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1415419.000000 Penalty: 3125.006592
	Iteration 97F: 3 clusters Score -1415419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -225056.000000 Penalty: 1267.193359
	Iteration 0F: 2 clusters Score -225056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -222673.171875 Penalty: 2534.386719
	Iteration 0F: 3 clusters Score -222673.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -223207.437500 Penalty: 2534.386719
	Iteration 1F: 3 clusters Score -223207.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -223313.421875 Penalty: 2534.386719
	Iteration 2F: 3 clusters Score -223313.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -223380.328125 Penalty: 2534.386719
	Iteration 3Q: 3 clusters Score -223380.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -223431.171875 Penalty: 2534.386719
	Iteration 4Q: 3 clusters Score -223431.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -223467.031250 Penalty: 2534.386719
	Iteration 5Q: 3 clusters Score -223467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -223493.656250 Penalty: 2534.386719
	Iteration 6Q: 3 clusters Score -223493.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -223514.765625 Penalty: 2534.386719
	Iteration 7Q: 3 clusters Score -223514.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -223532.796875 Penalty: 2534.386719
	Iteration 8Q: 3 clusters Score -223532.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -223553.000000 Penalty: 2534.386719
	Iteration 9Q: 3 clusters Score -223553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -223571.718750 Penalty: 2534.386719
	Iteration 10Q: 3 clusters Score -223571.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -223588.546875 Penalty: 2534.386719
	Iteration 11Q: 3 clusters Score -223588.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -223606.453125 Penalty: 2534.386719
	Iteration 12Q: 3 clusters Score -223606.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -223623.671875 Penalty: 2534.386719
	Iteration 13Q: 3 clusters Score -223623.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -223635.890625 Penalty: 2534.386719
	Iteration 14Q: 3 clusters Score -223635.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -223656.781250 Penalty: 2534.386719
	Iteration 15Q: 3 clusters Score -223656.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -223674.562500 Penalty: 2534.386719
	Iteration 16Q: 3 clusters Score -223674.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -223692.500000 Penalty: 2534.386719
	Iteration 17Q: 3 clusters Score -223692.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -223711.171875 Penalty: 2534.386719
	Iteration 18Q: 3 clusters Score -223711.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -223727.640625 Penalty: 2534.386719
	Iteration 19Q: 3 clusters Score -223727.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -223741.296875 Penalty: 2534.386719
	Iteration 20F: 3 clusters Score -223741.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -223750.484375 Penalty: 2534.386719
	Iteration 21Q: 3 clusters Score -223750.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -223761.546875 Penalty: 2534.386719
	Iteration 22Q: 3 clusters Score -223761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -223772.484375 Penalty: 2534.386719
	Iteration 23Q: 3 clusters Score -223772.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -223783.296875 Penalty: 2534.386719
	Iteration 24Q: 3 clusters Score -223783.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -223795.546875 Penalty: 2534.386719
	Iteration 25Q: 3 clusters Score -223795.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -223803.812500 Penalty: 2534.386719
	Iteration 26Q: 3 clusters Score -223803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -223807.562500 Penalty: 2534.386719
	Iteration 27Q: 3 clusters Score -223807.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -223811.843750 Penalty: 2534.386719
	Iteration 28Q: 3 clusters Score -223811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -223815.984375 Penalty: 2534.386719
	Iteration 29Q: 3 clusters Score -223816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -223819.546875 Penalty: 2534.386719
	Iteration 30Q: 3 clusters Score -223819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -223822.593750 Penalty: 2534.386719
	Iteration 31Q: 3 clusters Score -223822.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -223827.437500 Penalty: 2534.386719
	Iteration 32Q: 3 clusters Score -223827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -223829.890625 Penalty: 2534.386719
	Iteration 33Q: 3 clusters Score -223829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -223833.500000 Penalty: 2534.386719
	Iteration 34Q: 3 clusters Score -223833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -223837.765625 Penalty: 2534.386719
	Iteration 35Q: 3 clusters Score -223837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -223840.187500 Penalty: 2534.386719
	Iteration 36Q: 3 clusters Score -223840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -223845.843750 Penalty: 2534.386719
	Iteration 37Q: 3 clusters Score -223845.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -223851.453125 Penalty: 2534.386719
	Iteration 38Q: 3 clusters Score -223851.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -223855.046875 Penalty: 2534.386719
	Iteration 39Q: 3 clusters Score -223855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -223860.234375 Penalty: 2534.386719
	Iteration 40F: 3 clusters Score -223860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -223862.562500 Penalty: 2534.386719
	Iteration 41Q: 3 clusters Score -223862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -223863.562500 Penalty: 2534.386719
	Iteration 42Q: 3 clusters Score -223863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -223865.156250 Penalty: 2534.386719
	Iteration 43Q: 3 clusters Score -223865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -223866.750000 Penalty: 2534.386719
	Iteration 44Q: 3 clusters Score -223866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -223867.875000 Penalty: 2534.386719
	Iteration 45Q: 3 clusters Score -223867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -223869.046875 Penalty: 2534.386719
	Iteration 46Q: 3 clusters Score -223869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -223869.265625 Penalty: 2534.386719
	Iteration 47Q: 3 clusters Score -223869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -223869.265625 Penalty: 2534.386719
	Iteration 48F: 3 clusters Score -223869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Entering Unmasked Estep 
Score: -1946707.125000 Penalty: 1622.003296
	Iteration 0F: 2 clusters Score -1946707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1931922.750000 Penalty: 3244.006592
	Iteration 0F: 3 clusters Score -1931923 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1937373.500000 Penalty: 3244.006592
	Iteration 1F: 3 clusters Score -1937374 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1937756.125000 Penalty: 3244.006592
	Iteration 2Q: 3 clusters Score -1937756 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1938086.000000 Penalty: 3244.006592
	Iteration 3Q: 3 clusters Score -1938086 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1938401.875000 Penalty: 3244.006592
	Iteration 4Q: 3 clusters Score -1938402 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1938786.375000 Penalty: 3244.006592
	Iteration 5Q: 3 clusters Score -1938786 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1939316.750000 Penalty: 3244.006592
	Iteration 6Q: 3 clusters Score -1939317 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1940021.125000 Penalty: 3244.006592
	Iteration 7F: 3 clusters Score -1940021 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1940988.125000 Penalty: 3244.006592
	Iteration 8F: 3 clusters Score -1940988 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1942195.125000 Penalty: 3244.006592
	Iteration 9F: 3 clusters Score -1942195 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1943362.250000 Penalty: 3244.006592
	Iteration 10F: 3 clusters Score -1943362 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1944283.375000 Penalty: 3244.006592
	Iteration 11Q: 3 clusters Score -1944283 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1944780.250000 Penalty: 3244.006592
	Iteration 12Q: 3 clusters Score -1944780 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1945035.000000 Penalty: 3244.006592
	Iteration 13Q: 3 clusters Score -1945035 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1945134.000000 Penalty: 3244.006592
	Iteration 14Q: 3 clusters Score -1945134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1945181.500000 Penalty: 3244.006592
	Iteration 15Q: 3 clusters Score -1945182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1945208.750000 Penalty: 3244.006592
	Iteration 16Q: 3 clusters Score -1945209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1945232.250000 Penalty: 3244.006592
	Iteration 17Q: 3 clusters Score -1945232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1945248.750000 Penalty: 3244.006592
	Iteration 18Q: 3 clusters Score -1945249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1945273.125000 Penalty: 3244.006592
	Iteration 19Q: 3 clusters Score -1945273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1945290.000000 Penalty: 3244.006592
	Iteration 20F: 3 clusters Score -1945290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1945297.000000 Penalty: 3244.006592
	Iteration 21Q: 3 clusters Score -1945297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1945309.625000 Penalty: 3244.006592
	Iteration 22Q: 3 clusters Score -1945310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1945314.250000 Penalty: 3244.006592
	Iteration 23Q: 3 clusters Score -1945314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1945319.875000 Penalty: 3244.006592
	Iteration 24Q: 3 clusters Score -1945320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1945326.750000 Penalty: 3244.006592
	Iteration 25Q: 3 clusters Score -1945327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1945330.500000 Penalty: 3244.006592
	Iteration 26Q: 3 clusters Score -1945330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1945335.000000 Penalty: 3244.006592
	Iteration 27Q: 3 clusters Score -1945335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1945336.875000 Penalty: 3244.006592
	Iteration 28Q: 3 clusters Score -1945337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1945337.250000 Penalty: 3244.006592
	Iteration 29Q: 3 clusters Score -1945337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1945340.750000 Penalty: 3244.006592
	Iteration 30Q: 3 clusters Score -1945341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1945345.375000 Penalty: 3244.006592
	Iteration 31Q: 3 clusters Score -1945345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1945345.125000 Penalty: 3244.006592
	Iteration 32Q: 3 clusters Score -1945345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1945345.125000 Penalty: 3244.006592
	Iteration 33F: 3 clusters Score -1945345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Entering Unmasked Estep 
Score: -2873412.750000 Penalty: 1678.693359
	Iteration 0F: 2 clusters Score -2873413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2852678.750000 Penalty: 3357.386719
	Iteration 0F: 3 clusters Score -2852679 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2860579.750000 Penalty: 3357.386719
	Iteration 1F: 3 clusters Score -2860580 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2861177.250000 Penalty: 3357.386719
	Iteration 2Q: 3 clusters Score -2861177 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2861924.500000 Penalty: 3357.386719
	Iteration 3F: 3 clusters Score -2861924 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2863042.000000 Penalty: 3357.386719
	Iteration 4F: 3 clusters Score -2863042 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2864641.250000 Penalty: 3357.386719
	Iteration 5F: 3 clusters Score -2864641 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2866636.500000 Penalty: 3357.386719
	Iteration 6F: 3 clusters Score -2866636 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2868506.000000 Penalty: 3357.386719
	Iteration 7F: 3 clusters Score -2868506 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2869945.750000 Penalty: 3357.386719
	Iteration 8F: 3 clusters Score -2869946 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2870803.000000 Penalty: 3357.386719
	Iteration 9Q: 3 clusters Score -2870803 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2871160.000000 Penalty: 3357.386719
	Iteration 10Q: 3 clusters Score -2871160 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2871341.000000 Penalty: 3357.386719
	Iteration 11Q: 3 clusters Score -2871341 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2871469.000000 Penalty: 3357.386719
	Iteration 12Q: 3 clusters Score -2871469 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2871556.500000 Penalty: 3357.386719
	Iteration 13Q: 3 clusters Score -2871556 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2871614.500000 Penalty: 3357.386719
	Iteration 14Q: 3 clusters Score -2871614 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2871665.000000 Penalty: 3357.386719
	Iteration 15Q: 3 clusters Score -2871665 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2871709.250000 Penalty: 3357.386719
	Iteration 16Q: 3 clusters Score -2871709 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2871733.500000 Penalty: 3357.386719
	Iteration 17Q: 3 clusters Score -2871734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2871774.500000 Penalty: 3357.386719
	Iteration 18Q: 3 clusters Score -2871774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2871812.750000 Penalty: 3357.386719
	Iteration 19Q: 3 clusters Score -2871813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2871829.500000 Penalty: 3357.386719
	Iteration 20F: 3 clusters Score -2871830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2871848.500000 Penalty: 3357.386719
	Iteration 21Q: 3 clusters Score -2871848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2871866.500000 Penalty: 3357.386719
	Iteration 22Q: 3 clusters Score -2871866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2871876.750000 Penalty: 3357.386719
	Iteration 23Q: 3 clusters Score -2871877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2871891.000000 Penalty: 3357.386719
	Iteration 24Q: 3 clusters Score -2871891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2871913.750000 Penalty: 3357.386719
	Iteration 25Q: 3 clusters Score -2871914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2871940.750000 Penalty: 3357.386719
	Iteration 26Q: 3 clusters Score -2871941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2871960.750000 Penalty: 3357.386719
	Iteration 27Q: 3 clusters Score -2871961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2871987.750000 Penalty: 3357.386719
	Iteration 28Q: 3 clusters Score -2871988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2872013.750000 Penalty: 3357.386719
	Iteration 29Q: 3 clusters Score -2872014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2872025.000000 Penalty: 3357.386719
	Iteration 30Q: 3 clusters Score -2872025 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2872047.250000 Penalty: 3357.386719
	Iteration 31Q: 3 clusters Score -2872047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2872060.250000 Penalty: 3357.386719
	Iteration 32Q: 3 clusters Score -2872060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2872070.750000 Penalty: 3357.386719
	Iteration 33Q: 3 clusters Score -2872071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2872073.750000 Penalty: 3357.386719
	Iteration 34Q: 3 clusters Score -2872074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2872094.750000 Penalty: 3357.386719
	Iteration 35Q: 3 clusters Score -2872095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2872106.500000 Penalty: 3357.386719
	Iteration 36Q: 3 clusters Score -2872106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2872118.500000 Penalty: 3357.386719
	Iteration 37Q: 3 clusters Score -2872118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2872117.750000 Penalty: 3357.386719
	Iteration 38Q: 3 clusters Score -2872118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2872134.250000 Penalty: 3357.386719
	Iteration 39Q: 3 clusters Score -2872134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2872140.750000 Penalty: 3357.386719
	Iteration 40F: 3 clusters Score -2872141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2872136.500000 Penalty: 3357.386719
	Iteration 41Q: 3 clusters Score -2872136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2872149.250000 Penalty: 3357.386719
	Iteration 42Q: 3 clusters Score -2872149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2872153.000000 Penalty: 3357.386719
	Iteration 43Q: 3 clusters Score -2872153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2872159.250000 Penalty: 3357.386719
	Iteration 44Q: 3 clusters Score -2872159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2872167.250000 Penalty: 3357.386719
	Iteration 45Q: 3 clusters Score -2872167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2872184.000000 Penalty: 3357.386719
	Iteration 46Q: 3 clusters Score -2872184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2872186.500000 Penalty: 3357.386719
	Iteration 47Q: 3 clusters Score -2872186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2872189.750000 Penalty: 3357.386719
	Iteration 48Q: 3 clusters Score -2872190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2872196.000000 Penalty: 3357.386719
	Iteration 49Q: 3 clusters Score -2872196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2872198.500000 Penalty: 3357.386719
	Iteration 50Q: 3 clusters Score -2872198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2872200.500000 Penalty: 3357.386719
	Iteration 51Q: 3 clusters Score -2872200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2872204.000000 Penalty: 3357.386719
	Iteration 52Q: 3 clusters Score -2872204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2872206.500000 Penalty: 3357.386719
	Iteration 53Q: 3 clusters Score -2872206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2872210.750000 Penalty: 3357.386719
	Iteration 54Q: 3 clusters Score -2872211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2872214.750000 Penalty: 3357.386719
	Iteration 55Q: 3 clusters Score -2872215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2872216.500000 Penalty: 3357.386719
	Iteration 56Q: 3 clusters Score -2872216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2872222.500000 Penalty: 3357.386719
	Iteration 57Q: 3 clusters Score -2872222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2872222.500000 Penalty: 3357.386719
	Iteration 58Q: 3 clusters Score -2872222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2872224.000000 Penalty: 3357.386719
	Iteration 59Q: 3 clusters Score -2872224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2872228.250000 Penalty: 3357.386719
	Iteration 60F: 3 clusters Score -2872228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2872231.500000 Penalty: 3357.386719
	Iteration 61Q: 3 clusters Score -2872232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2872232.000000 Penalty: 3357.386719
	Iteration 62Q: 3 clusters Score -2872232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2872237.250000 Penalty: 3357.386719
	Iteration 63Q: 3 clusters Score -2872237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2872241.750000 Penalty: 3357.386719
	Iteration 64Q: 3 clusters Score -2872242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2872249.750000 Penalty: 3357.386719
	Iteration 65Q: 3 clusters Score -2872250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2872250.250000 Penalty: 3357.386719
	Iteration 66Q: 3 clusters Score -2872250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2872249.750000 Penalty: 3357.386719
	Iteration 67Q: 3 clusters Score -2872250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2872251.000000 Penalty: 3357.386719
	Iteration 68Q: 3 clusters Score -2872251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2872258.250000 Penalty: 3357.386719
	Iteration 69Q: 3 clusters Score -2872258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2872263.250000 Penalty: 3357.386719
	Iteration 70Q: 3 clusters Score -2872263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2872262.500000 Penalty: 3357.386719
	Iteration 71Q: 3 clusters Score -2872262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2872259.750000 Penalty: 3357.386719
	Iteration 72Q: 3 clusters Score -2872260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2872259.000000 Penalty: 3357.386719
	Iteration 73Q: 3 clusters Score -2872259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2872259.000000 Penalty: 3357.386719
	Iteration 74F: 3 clusters Score -2872259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Entering Unmasked Estep 
Score: -5748639.000000 Penalty: 1791.898682
	Iteration 0F: 2 clusters Score -5748639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -5707380.500000 Penalty: 3583.797363
	Iteration 0F: 3 clusters Score -5707380 nChanged 29345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -5723919.500000 Penalty: 3583.797363
	Iteration 1F: 3 clusters Score -5723920 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -5724375.500000 Penalty: 3583.797363
	Iteration 2Q: 3 clusters Score -5724376 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -5724890.000000 Penalty: 3583.797363
	Iteration 3Q: 3 clusters Score -5724890 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -5725530.500000 Penalty: 3583.797363
	Iteration 4Q: 3 clusters Score -5725530 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -5726516.500000 Penalty: 3583.797363
	Iteration 5Q: 3 clusters Score -5726516 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -5727880.000000 Penalty: 3583.797363
	Iteration 6Q: 3 clusters Score -5727880 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -5729692.000000 Penalty: 3583.797363
	Iteration 7Q: 3 clusters Score -5729692 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -5731900.500000 Penalty: 3583.797363
	Iteration 8F: 3 clusters Score -5731900 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -5734581.500000 Penalty: 3583.797363
	Iteration 9F: 3 clusters Score -5734582 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5736954.500000 Penalty: 3583.797363
	Iteration 10F: 3 clusters Score -5736954 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -5738598.000000 Penalty: 3583.797363
	Iteration 11F: 3 clusters Score -5738598 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -5739383.500000 Penalty: 3583.797363
	Iteration 12Q: 3 clusters Score -5739384 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -5739722.500000 Penalty: 3583.797363
	Iteration 13Q: 3 clusters Score -5739722 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -5739898.500000 Penalty: 3583.797363
	Iteration 14Q: 3 clusters Score -5739898 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -5740070.500000 Penalty: 3583.797363
	Iteration 15Q: 3 clusters Score -5740070 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -5740234.000000 Penalty: 3583.797363
	Iteration 16Q: 3 clusters Score -5740234 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5740308.000000 Penalty: 3583.797363
	Iteration 17Q: 3 clusters Score -5740308 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -5740385.000000 Penalty: 3583.797363
	Iteration 18Q: 3 clusters Score -5740385 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -5740485.000000 Penalty: 3583.797363
	Iteration 19Q: 3 clusters Score -5740485 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -5740642.000000 Penalty: 3583.797363
	Iteration 20F: 3 clusters Score -5740642 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5740709.500000 Penalty: 3583.797363
	Iteration 21Q: 3 clusters Score -5740710 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -5740819.000000 Penalty: 3583.797363
	Iteration 22Q: 3 clusters Score -5740819 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -5740881.500000 Penalty: 3583.797363
	Iteration 23Q: 3 clusters Score -5740882 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -5740931.500000 Penalty: 3583.797363
	Iteration 24Q: 3 clusters Score -5740932 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -5741031.500000 Penalty: 3583.797363
	Iteration 25Q: 3 clusters Score -5741032 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -5741083.500000 Penalty: 3583.797363
	Iteration 26Q: 3 clusters Score -5741084 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -5741148.000000 Penalty: 3583.797363
	Iteration 27Q: 3 clusters Score -5741148 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -5741193.500000 Penalty: 3583.797363
	Iteration 28Q: 3 clusters Score -5741194 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5741253.000000 Penalty: 3583.797363
	Iteration 29Q: 3 clusters Score -5741253 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -5741306.000000 Penalty: 3583.797363
	Iteration 30Q: 3 clusters Score -5741306 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5741338 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5741377.500000 Penalty: 3583.797363
	Iteration 32Q: 3 clusters Score -5741378 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5741407.000000 Penalty: 3583.797363
	Iteration 33Q: 3 clusters Score -5741407 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5741448.500000 Penalty: 3583.797363
	Iteration 34Q: 3 clusters Score -5741448 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -5741494.500000 Penalty: 3583.797363
	Iteration 35Q: 3 clusters Score -5741494 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -5741516.500000 Penalty: 3583.797363
	Iteration 36Q: 3 clusters Score -5741516 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5741556.500000 Penalty: 3583.797363
	Iteration 37Q: 3 clusters Score -5741556 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5741578.500000 Penalty: 3583.797363
	Iteration 38Q: 3 clusters Score -5741578 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -5741648.500000 Penalty: 3583.797363
	Iteration 39Q: 3 clusters Score -5741648 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -5741723.000000 Penalty: 3583.797363
	Iteration 40F: 3 clusters Score -5741723 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -5741791.500000 Penalty: 3583.797363
	Iteration 41Q: 3 clusters Score -5741792 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5741817.000000 Penalty: 3583.797363
	Iteration 42Q: 3 clusters Score -5741817 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5741875.500000 Penalty: 3583.797363
	Iteration 43Q: 3 clusters Score -5741876 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -5741906.000000 Penalty: 3583.797363
	Iteration 44Q: 3 clusters Score -5741906 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -5741991.500000 Penalty: 3583.797363
	Iteration 45Q: 3 clusters Score -5741992 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5742073.500000 Penalty: 3583.797363
	Iteration 46Q: 3 clusters Score -5742074 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -5742154.000000 Penalty: 3583.797363
	Iteration 47Q: 3 clusters Score -5742154 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -5742238.000000 Penalty: 3583.797363
	Iteration 48Q: 3 clusters Score -5742238 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -5742289.000000 Penalty: 3583.797363
	Iteration 49Q: 3 clusters Score -5742289 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -5742390.000000 Penalty: 3583.797363
	Iteration 50Q: 3 clusters Score -5742390 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -5742457.000000 Penalty: 3583.797363
	Iteration 51Q: 3 clusters Score -5742457 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5742527.000000 Penalty: 3583.797363
	Iteration 52Q: 3 clusters Score -5742527 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5742596.500000 Penalty: 3583.797363
	Iteration 53Q: 3 clusters Score -5742596 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5742691.500000 Penalty: 3583.797363
	Iteration 54Q: 3 clusters Score -5742692 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5742754.000000 Penalty: 3583.797363
	Iteration 55Q: 3 clusters Score -5742754 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5742894.000000 Penalty: 3583.797363
	Iteration 56Q: 3 clusters Score -5742894 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5742992.500000 Penalty: 3583.797363
	Iteration 57Q: 3 clusters Score -5742992 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -5743078.000000 Penalty: 3583.797363
	Iteration 58Q: 3 clusters Score -5743078 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5743169.000000 Penalty: 3583.797363
	Iteration 59Q: 3 clusters Score -5743169 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -5743281.500000 Penalty: 3583.797363
	Iteration 60F: 3 clusters Score -5743282 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -5743397.000000 Penalty: 3583.797363
	Iteration 61Q: 3 clusters Score -5743397 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -5743474.500000 Penalty: 3583.797363
	Iteration 62Q: 3 clusters Score -5743474 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -5743586.500000 Penalty: 3583.797363
	Iteration 63Q: 3 clusters Score -5743586 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5743652.000000 Penalty: 3583.797363
	Iteration 64Q: 3 clusters Score -5743652 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5743785.000000 Penalty: 3583.797363
	Iteration 65Q: 3 clusters Score -5743785 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -5743872.500000 Penalty: 3583.797363
	Iteration 66Q: 3 clusters Score -5743872 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -5743986.500000 Penalty: 3583.797363
	Iteration 67Q: 3 clusters Score -5743986 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -5744123.000000 Penalty: 3583.797363
	Iteration 68Q: 3 clusters Score -5744123 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -5744236.500000 Penalty: 3583.797363
	Iteration 69Q: 3 clusters Score -5744236 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -5744354.500000 Penalty: 3583.797363
	Iteration 70Q: 3 clusters Score -5744354 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -5744496.500000 Penalty: 3583.797363
	Iteration 71Q: 3 clusters Score -5744496 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -5744655.000000 Penalty: 3583.797363
	Iteration 72Q: 3 clusters Score -5744655 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -5744807.000000 Penalty: 3583.797363
	Iteration 73Q: 3 clusters Score -5744807 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5744962.000000 Penalty: 3583.797363
	Iteration 74Q: 3 clusters Score -5744962 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -5745095.500000 Penalty: 3583.797363
	Iteration 75Q: 3 clusters Score -5745096 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -5745211.500000 Penalty: 3583.797363
	Iteration 76Q: 3 clusters Score -5745212 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -5745334.500000 Penalty: 3583.797363
	Iteration 77Q: 3 clusters Score -5745334 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5745433.000000 Penalty: 3583.797363
	Iteration 78Q: 3 clusters Score -5745433 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -5745521.500000 Penalty: 3583.797363
	Iteration 79Q: 3 clusters Score -5745522 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -5745614.500000 Penalty: 3583.797363
	Iteration 80F: 3 clusters Score -5745614 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -5745677.000000 Penalty: 3583.797363
	Iteration 81Q: 3 clusters Score -5745677 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -5745788.000000 Penalty: 3583.797363
	Iteration 82Q: 3 clusters Score -5745788 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5745877 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5745979.500000 Penalty: 3583.797363
	Iteration 84Q: 3 clusters Score -5745980 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -5746094.500000 Penalty: 3583.797363
	Iteration 85Q: 3 clusters Score -5746094 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5746199.000000 Penalty: 3583.797363
	Iteration 86Q: 3 clusters Score -5746199 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5746278.000000 Penalty: 3583.797363
	Iteration 87Q: 3 clusters Score -5746278 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5746342.500000 Penalty: 3583.797363
	Iteration 88Q: 3 clusters Score -5746342 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -5746387.000000 Penalty: 3583.797363
	Iteration 89Q: 3 clusters Score -5746387 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5746444.500000 Penalty: 3583.797363
	Iteration 90Q: 3 clusters Score -5746444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5746487 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5746538.000000 Penalty: 3583.797363
	Iteration 92Q: 3 clusters Score -5746538 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5746581.000000 Penalty: 3583.797363
	Iteration 93Q: 3 clusters Score -5746581 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5746625.500000 Penalty: 3583.797363
	Iteration 94Q: 3 clusters Score -5746626 nChanged 176
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Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5746666 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5746710 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5746764 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5746803.000000 Penalty: 3583.797363
	Iteration 98Q: 3 clusters Score -5746803 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5746863.500000 Penalty: 3583.797363
	Iteration 99Q: 3 clusters Score -5746864 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5746927.000000 Penalty: 3583.797363
	Iteration 100F: 3 clusters Score -5746927 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5746949.500000 Penalty: 3583.797363
	Iteration 101Q: 3 clusters Score -5746950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5746988.000000 Penalty: 3583.797363
	Iteration 102Q: 3 clusters Score -5746988 nChanged 101
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Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5747016.500000 Penalty: 3583.797363
	Iteration 103Q: 3 clusters Score -5747016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5747058.500000 Penalty: 3583.797363
	Iteration 104Q: 3 clusters Score -5747058 nChanged 101
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Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5747073.500000 Penalty: 3583.797363
	Iteration 105Q: 3 clusters Score -5747074 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5747111.000000 Penalty: 3583.797363
	Iteration 106Q: 3 clusters Score -5747111 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5747144.500000 Penalty: 3583.797363
	Iteration 107Q: 3 clusters Score -5747144 nChanged 64
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Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5747148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5747174.000000 Penalty: 3583.797363
	Iteration 109Q: 3 clusters Score -5747174 nChanged 49
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Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5747182.000000 Penalty: 3583.797363
	Iteration 110Q: 3 clusters Score -5747182 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5747194.500000 Penalty: 3583.797363
	Iteration 111Q: 3 clusters Score -5747194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5747206.500000 Penalty: 3583.797363
	Iteration 112Q: 3 clusters Score -5747206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5747231.500000 Penalty: 3583.797363
	Iteration 113Q: 3 clusters Score -5747232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5747236.500000 Penalty: 3583.797363
	Iteration 114Q: 3 clusters Score -5747236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5747246.000000 Penalty: 3583.797363
	Iteration 115Q: 3 clusters Score -5747246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5747267.000000 Penalty: 3583.797363
	Iteration 116Q: 3 clusters Score -5747267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5747271.500000 Penalty: 3583.797363
	Iteration 117Q: 3 clusters Score -5747272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5747292.000000 Penalty: 3583.797363
	Iteration 118Q: 3 clusters Score -5747292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5747299.000000 Penalty: 3583.797363
	Iteration 119Q: 3 clusters Score -5747299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5747302.500000 Penalty: 3583.797363
	Iteration 120F: 3 clusters Score -5747302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5747308.000000 Penalty: 3583.797363
	Iteration 121Q: 3 clusters Score -5747308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5747309.500000 Penalty: 3583.797363
	Iteration 122Q: 3 clusters Score -5747310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5747318.000000 Penalty: 3583.797363
	Iteration 123Q: 3 clusters Score -5747318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5747322.000000 Penalty: 3583.797363
	Iteration 124Q: 3 clusters Score -5747322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5747328.500000 Penalty: 3583.797363
	Iteration 125Q: 3 clusters Score -5747328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5747325.000000 Penalty: 3583.797363
	Iteration 126Q: 3 clusters Score -5747325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5747323.500000 Penalty: 3583.797363
	Iteration 127Q: 3 clusters Score -5747324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5747320.500000 Penalty: 3583.797363
	Iteration 128Q: 3 clusters Score -5747320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5747317.000000 Penalty: 3583.797363
	Iteration 129Q: 3 clusters Score -5747317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5747322.500000 Penalty: 3583.797363
	Iteration 130Q: 3 clusters Score -5747322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5747322.000000 Penalty: 3583.797363
	Iteration 131Q: 3 clusters Score -5747322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5747330.000000 Penalty: 3583.797363
	Iteration 132Q: 3 clusters Score -5747330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5747335.000000 Penalty: 3583.797363
	Iteration 133Q: 3 clusters Score -5747335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5747338.500000 Penalty: 3583.797363
	Iteration 134Q: 3 clusters Score -5747338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5747344.000000 Penalty: 3583.797363
	Iteration 135Q: 3 clusters Score -5747344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5747355.000000 Penalty: 3583.797363
	Iteration 136Q: 3 clusters Score -5747355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5747359.000000 Penalty: 3583.797363
	Iteration 137Q: 3 clusters Score -5747359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5747352.000000 Penalty: 3583.797363
	Iteration 138Q: 3 clusters Score -5747352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5747355.500000 Penalty: 3583.797363
	Iteration 139Q: 3 clusters Score -5747356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5747352.500000 Penalty: 3583.797363
	Iteration 140F: 3 clusters Score -5747352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5747354.000000 Penalty: 3583.797363
	Iteration 141Q: 3 clusters Score -5747354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5747354.000000 Penalty: 3583.797363
	Iteration 142Q: 3 clusters Score -5747354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5747357.500000 Penalty: 3583.797363
	Iteration 143Q: 3 clusters Score -5747358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5747355.000000 Penalty: 3583.797363
	Iteration 144Q: 3 clusters Score -5747355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5747357.500000 Penalty: 3583.797363
	Iteration 145Q: 3 clusters Score -5747358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5747356.000000 Penalty: 3583.797363
	Iteration 146Q: 3 clusters Score -5747356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5747352.500000 Penalty: 3583.797363
	Iteration 147Q: 3 clusters Score -5747352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5747354.000000 Penalty: 3583.797363
	Iteration 148Q: 3 clusters Score -5747354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5747354.000000 Penalty: 3583.797363
	Iteration 149F: 3 clusters Score -5747354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -87976.015625 Penalty: 1136.663208
	Iteration 0F: 2 clusters Score -87976.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86548.992188 Penalty: 2273.326416
	Iteration 0F: 3 clusters Score -86548.99 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -86859.054688 Penalty: 2273.326416
	Iteration 1F: 3 clusters Score -86859.05 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86968.265625 Penalty: 2273.326416
	Iteration 2F: 3 clusters Score -86968.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87024.242188 Penalty: 2273.326416
	Iteration 3F: 3 clusters Score -87024.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87061.632812 Penalty: 2273.326416
	Iteration 4Q: 3 clusters Score -87061.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -87088.867188 Penalty: 2273.326416
	Iteration 5Q: 3 clusters Score -87088.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87111.875000 Penalty: 2273.326416
	Iteration 6Q: 3 clusters Score -87111.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87128.078125 Penalty: 2273.326416
	Iteration 7Q: 3 clusters Score -87128.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87144.656250 Penalty: 2273.326416
	Iteration 8Q: 3 clusters Score -87144.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87156.828125 Penalty: 2273.326416
	Iteration 9Q: 3 clusters Score -87156.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87170.484375 Penalty: 2273.326416
	Iteration 10Q: 3 clusters Score -87170.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87179.234375 Penalty: 2273.326416
	Iteration 11Q: 3 clusters Score -87179.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87185.554688 Penalty: 2273.326416
	Iteration 12Q: 3 clusters Score -87185.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87190.812500 Penalty: 2273.326416
	Iteration 13Q: 3 clusters Score -87190.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87195.765625 Penalty: 2273.326416
	Iteration 14Q: 3 clusters Score -87195.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87200.828125 Penalty: 2273.326416
	Iteration 15Q: 3 clusters Score -87200.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87207.328125 Penalty: 2273.326416
	Iteration 16Q: 3 clusters Score -87207.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87213.671875 Penalty: 2273.326416
	Iteration 17Q: 3 clusters Score -87213.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87222.273438 Penalty: 2273.326416
	Iteration 18Q: 3 clusters Score -87222.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87226.703125 Penalty: 2273.326416
	Iteration 19Q: 3 clusters Score -87226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -87230.890625 Penalty: 2273.326416
	Iteration 20F: 3 clusters Score -87230.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87234.335938 Penalty: 2273.326416
	Iteration 21Q: 3 clusters Score -87234.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87236.656250 Penalty: 2273.326416
	Iteration 22Q: 3 clusters Score -87236.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87238.312500 Penalty: 2273.326416
	Iteration 23Q: 3 clusters Score -87238.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87240.273438 Penalty: 2273.326416
	Iteration 24Q: 3 clusters Score -87240.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87241.367188 Penalty: 2273.326416
	Iteration 25Q: 3 clusters Score -87241.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87241.679688 Penalty: 2273.326416
	Iteration 26Q: 3 clusters Score -87241.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87241.679688 Penalty: 2273.326416
	Iteration 27F: 3 clusters Score -87241.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Entering Unmasked Estep 
Score: -4102167.500000 Penalty: 1737.296997
	Iteration 0F: 2 clusters Score -4102168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4072638.250000 Penalty: 3474.593994
	Iteration 0F: 3 clusters Score -4072638 nChanged 20506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -4084293.500000 Penalty: 3474.593994
	Iteration 1F: 3 clusters Score -4084294 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -4084848.750000 Penalty: 3474.593994
	Iteration 2Q: 3 clusters Score -4084849 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -4085704.250000 Penalty: 3474.593994
	Iteration 3Q: 3 clusters Score -4085704 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4087068.500000 Penalty: 3474.593994
	Iteration 4F: 3 clusters Score -4087068 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4089378.500000 Penalty: 3474.593994
	Iteration 5F: 3 clusters Score -4089378 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4092633.250000 Penalty: 3474.593994
	Iteration 6F: 3 clusters Score -4092633 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4095956.250000 Penalty: 3474.593994
	Iteration 7F: 3 clusters Score -4095956 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -4098210.000000 Penalty: 3474.593994
	Iteration 8F: 3 clusters Score -4098210 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -4099499.250000 Penalty: 3474.593994
	Iteration 9Q: 3 clusters Score -4099499 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -4100123.250000 Penalty: 3474.593994
	Iteration 10Q: 3 clusters Score -4100123 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -4100474.000000 Penalty: 3474.593994
	Iteration 11Q: 3 clusters Score -4100474 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -4100645.750000 Penalty: 3474.593994
	Iteration 12Q: 3 clusters Score -4100646 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -4100734.000000 Penalty: 3474.593994
	Iteration 13Q: 3 clusters Score -4100734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -4100794.250000 Penalty: 3474.593994
	Iteration 14Q: 3 clusters Score -4100794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -4100818.250000 Penalty: 3474.593994
	Iteration 15Q: 3 clusters Score -4100818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4100832.750000 Penalty: 3474.593994
	Iteration 16Q: 3 clusters Score -4100833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -4100841.500000 Penalty: 3474.593994
	Iteration 17Q: 3 clusters Score -4100842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -4100850.750000 Penalty: 3474.593994
	Iteration 18Q: 3 clusters Score -4100851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -4100871.000000 Penalty: 3474.593994
	Iteration 19Q: 3 clusters Score -4100871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -4100892.000000 Penalty: 3474.593994
	Iteration 20F: 3 clusters Score -4100892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -4100897.750000 Penalty: 3474.593994
	Iteration 21Q: 3 clusters Score -4100898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -4100919.000000 Penalty: 3474.593994
	Iteration 22Q: 3 clusters Score -4100919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -4100938.250000 Penalty: 3474.593994
	Iteration 23Q: 3 clusters Score -4100938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -4100953.250000 Penalty: 3474.593994
	Iteration 24Q: 3 clusters Score -4100953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -4100970.000000 Penalty: 3474.593994
	Iteration 25Q: 3 clusters Score -4100970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4100982.500000 Penalty: 3474.593994
	Iteration 26Q: 3 clusters Score -4100982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -4100987.500000 Penalty: 3474.593994
	Iteration 27Q: 3 clusters Score -4100988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -4100995.750000 Penalty: 3474.593994
	Iteration 28Q: 3 clusters Score -4100996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4101005.250000 Penalty: 3474.593994
	Iteration 29Q: 3 clusters Score -4101005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -4101011.500000 Penalty: 3474.593994
	Iteration 30Q: 3 clusters Score -4101012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -4101018.750000 Penalty: 3474.593994
	Iteration 31Q: 3 clusters Score -4101019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4101024.000000 Penalty: 3474.593994
	Iteration 32Q: 3 clusters Score -4101024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -4101028.000000 Penalty: 3474.593994
	Iteration 33Q: 3 clusters Score -4101028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -4101026.500000 Penalty: 3474.593994
	Iteration 34Q: 3 clusters Score -4101026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -4101024.000000 Penalty: 3474.593994
	Iteration 35Q: 3 clusters Score -4101024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4101025.500000 Penalty: 3474.593994
	Iteration 36Q: 3 clusters Score -4101026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -4101024.750000 Penalty: 3474.593994
	Iteration 37Q: 3 clusters Score -4101025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -4101024.750000 Penalty: 3474.593994
	Iteration 38F: 3 clusters Score -4101025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (324025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324025 members 
Entering Unmasked Estep 
Score: -29618962.000000 Penalty: 2061.893555
	Iteration 0F: 2 clusters Score -2.961896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161755 members 
Mstep: Class 2 contains 162270 members 
Entering Unmasked Estep 
Score: -29411484.000000 Penalty: 4123.787109
	Iteration 0F: 3 clusters Score -2.941148e+07 nChanged 157885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149550 members 
Mstep: Class 2 contains 174475 members 
Entering Unmasked Estep 
Score: -29508480.000000 Penalty: 4123.787109
	Iteration 1F: 3 clusters Score -2.950848e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142617 members 
Mstep: Class 2 contains 181408 members 
Entering Unmasked Estep 
Score: -29511856.000000 Penalty: 4123.787109
	Iteration 2Q: 3 clusters Score -2.951186e+07 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132438 members 
Mstep: Class 2 contains 191587 members 
Entering Unmasked Estep 
Score: -29517572.000000 Penalty: 4123.787109
	Iteration 3Q: 3 clusters Score -2.951757e+07 nChanged 17535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 206108 members 
Entering Unmasked Estep 
Score: -29526880.000000 Penalty: 4123.787109
	Iteration 4F: 3 clusters Score -2.952688e+07 nChanged 21164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 224850 members 
Entering Unmasked Estep 
Score: -29542030.000000 Penalty: 4123.787109
	Iteration 5F: 3 clusters Score -2.954203e+07 nChanged 23764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 246616 members 
Entering Unmasked Estep 
Score: -29563022.000000 Penalty: 4123.787109
	Iteration 6F: 3 clusters Score -2.956302e+07 nChanged 21877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 266727 members 
Entering Unmasked Estep 
Score: -29583750.000000 Penalty: 4123.787109
	Iteration 7F: 3 clusters Score -2.958375e+07 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 281376 members 
Entering Unmasked Estep 
Score: -29598450.000000 Penalty: 4123.787109
	Iteration 8Q: 3 clusters Score -2.959845e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 291542 members 
Entering Unmasked Estep 
Score: -29607552.000000 Penalty: 4123.787109
	Iteration 9Q: 3 clusters Score -2.960755e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 298525 members 
Entering Unmasked Estep 
Score: -29612418.000000 Penalty: 4123.787109
	Iteration 10Q: 3 clusters Score -2.961242e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 303464 members 
Entering Unmasked Estep 
Score: -29615424.000000 Penalty: 4123.787109
	Iteration 11Q: 3 clusters Score -2.961542e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 307213 members 
Entering Unmasked Estep 
Score: -29617380.000000 Penalty: 4123.787109
	Iteration 12Q: 3 clusters Score -2.961738e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 309971 members 
Entering Unmasked Estep 
Score: -29618594.000000 Penalty: 4123.787109
	Iteration 13Q: 3 clusters Score -2.961859e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 311998 members 
Entering Unmasked Estep 
Score: -29619836.000000 Penalty: 4123.787109
	Iteration 14Q: 3 clusters Score -2.961984e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 313430 members 
Entering Unmasked Estep 
Score: -29620962.000000 Penalty: 4123.787109
	Iteration 15Q: 3 clusters Score -2.962096e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 314311 members 
Entering Unmasked Estep 
Score: -29621868.000000 Penalty: 4123.787109
	Iteration 16Q: 3 clusters Score -2.962187e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 314776 members 
Entering Unmasked Estep 
Score: -29622482.000000 Penalty: 4123.787109
	Iteration 17Q: 3 clusters Score -2.962248e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 315003 members 
Entering Unmasked Estep 
Score: -29622960.000000 Penalty: 4123.787109
	Iteration 18Q: 3 clusters Score -2.962296e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 315105 members 
Entering Unmasked Estep 
Score: -29623310.000000 Penalty: 4123.787109
	Iteration 19Q: 3 clusters Score -2.962331e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 315098 members 
Entering Unmasked Estep 
Score: -29623550.000000 Penalty: 4123.787109
	Iteration 20F: 3 clusters Score -2.962355e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 315066 members 
Entering Unmasked Estep 
Score: -29623640.000000 Penalty: 4123.787109
	Iteration 21Q: 3 clusters Score -2.962364e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 315028 members 
Entering Unmasked Estep 
Score: -29623764.000000 Penalty: 4123.787109
	Iteration 22Q: 3 clusters Score -2.962376e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 314975 members 
Entering Unmasked Estep 
Score: -29623846.000000 Penalty: 4123.787109
	Iteration 23Q: 3 clusters Score -2.962385e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 314946 members 
Entering Unmasked Estep 
Score: -29623904.000000 Penalty: 4123.787109
	Iteration 24Q: 3 clusters Score -2.96239e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 314920 members 
Entering Unmasked Estep 
Score: -29623942.000000 Penalty: 4123.787109
	Iteration 25Q: 3 clusters Score -2.962394e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 314902 members 
Entering Unmasked Estep 
Score: -29623968.000000 Penalty: 4123.787109
	Iteration 26Q: 3 clusters Score -2.962397e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 314885 members 
Entering Unmasked Estep 
Score: -29624018.000000 Penalty: 4123.787109
	Iteration 27Q: 3 clusters Score -2.962402e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 314869 members 
Entering Unmasked Estep 
Score: -29624024.000000 Penalty: 4123.787109
	Iteration 28Q: 3 clusters Score -2.962402e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 314852 members 
Entering Unmasked Estep 
Score: -29624042.000000 Penalty: 4123.787109
	Iteration 29Q: 3 clusters Score -2.962404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 314837 members 
Entering Unmasked Estep 
Score: -29624036.000000 Penalty: 4123.787109
	Iteration 30Q: 3 clusters Score -2.962404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 314830 members 
Entering Unmasked Estep 
Score: -29624052.000000 Penalty: 4123.787109
	Iteration 31Q: 3 clusters Score -2.962405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 314825 members 
Entering Unmasked Estep 
Score: -29624050.000000 Penalty: 4123.787109
	Iteration 32Q: 3 clusters Score -2.962405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 314820 members 
Entering Unmasked Estep 
Score: -29624056.000000 Penalty: 4123.787109
	Iteration 33Q: 3 clusters Score -2.962406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 314819 members 
Entering Unmasked Estep 
Score: -29624058.000000 Penalty: 4123.787109
	Iteration 34Q: 3 clusters Score -2.962406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 314816 members 
Entering Unmasked Estep 
Score: -29624066.000000 Penalty: 4123.787109
	Iteration 35Q: 3 clusters Score -2.962407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 314815 members 
Entering Unmasked Estep 
Score: -29624062.000000 Penalty: 4123.787109
	Iteration 36Q: 3 clusters Score -2.962406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 314813 members 
Entering Unmasked Estep 
Score: -29624046.000000 Penalty: 4123.787109
	Iteration 37Q: 3 clusters Score -2.962405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 314813 members 
Entering Unmasked Estep 
Score: -29624048.000000 Penalty: 4123.787109
	Iteration 38Q: 3 clusters Score -2.962405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 314814 members 
Entering Unmasked Estep 
Score: -29624046.000000 Penalty: 4123.787109
	Iteration 39Q: 3 clusters Score -2.962405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 314813 members 
Entering Unmasked Estep 
Score: -29624050.000000 Penalty: 4123.787109
	Iteration 40F: 3 clusters Score -2.962405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 314813 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41535 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 9212 members 
Entering Unmasked Estep 
Score: -54546468.000000 Penalty: 28115.259766
Splitting cluster 23 changes total score from -54541844.000000 to -54546468.000000
So it's getting split into cluster 1.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 8 contains 41535 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 9212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546824.000000 Penalty: 28115.259766
Iteration 158F: 14 clusters Score -5.454682e+07 nChanged 4261
Entering ConstructFrom: 
Score: -54546824.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (315840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315840 members 
Entering Unmasked Estep 
Score: -28897904.000000 Penalty: 2057.736084
	Iteration 0F: 2 clusters Score -2.88979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158176 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -28692386.000000 Penalty: 4115.472168
	Iteration 0F: 3 clusters Score -2.869239e+07 nChanged 153535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164551 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -28785316.000000 Penalty: 4115.472168
	Iteration 1F: 3 clusters Score -2.878532e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 147344 members 
Entering Unmasked Estep 
Score: -28787376.000000 Penalty: 4115.472168
	Iteration 2Q: 3 clusters Score -2.878738e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174615 members 
Mstep: Class 2 contains 141225 members 
Entering Unmasked Estep 
Score: -28790686.000000 Penalty: 4115.472168
	Iteration 3Q: 3 clusters Score -2.879069e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183919 members 
Mstep: Class 2 contains 131921 members 
Entering Unmasked Estep 
Score: -28796170.000000 Penalty: 4115.472168
	Iteration 4Q: 3 clusters Score -2.879617e+07 nChanged 16836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197295 members 
Mstep: Class 2 contains 118545 members 
Entering Unmasked Estep 
Score: -28805508.000000 Penalty: 4115.472168
	Iteration 5F: 3 clusters Score -2.880551e+07 nChanged 20241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214326 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -28820186.000000 Penalty: 4115.472168
	Iteration 6F: 3 clusters Score -2.882019e+07 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232689 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -28837736.000000 Penalty: 4115.472168
	Iteration 7F: 3 clusters Score -2.883774e+07 nChanged 19348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248379 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -28854340.000000 Penalty: 4115.472168
	Iteration 8F: 3 clusters Score -2.885434e+07 nChanged 14673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259428 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -28864856.000000 Penalty: 4115.472168
	Iteration 9Q: 3 clusters Score -2.886486e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267563 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -28870828.000000 Penalty: 4115.472168
	Iteration 10Q: 3 clusters Score -2.887083e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274413 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -28875060.000000 Penalty: 4115.472168
	Iteration 11Q: 3 clusters Score -2.887506e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280575 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -28878384.000000 Penalty: 4115.472168
	Iteration 12Q: 3 clusters Score -2.887838e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286418 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -28881992.000000 Penalty: 4115.472168
	Iteration 13Q: 3 clusters Score -2.888199e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291998 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -28885814.000000 Penalty: 4115.472168
	Iteration 14Q: 3 clusters Score -2.888581e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297740 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -28888930.000000 Penalty: 4115.472168
	Iteration 15Q: 3 clusters Score -2.888893e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303230 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -28892002.000000 Penalty: 4115.472168
	Iteration 16Q: 3 clusters Score -2.8892e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307889 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -28894014.000000 Penalty: 4115.472168
	Iteration 17Q: 3 clusters Score -2.889401e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311487 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -28895252.000000 Penalty: 4115.472168
	Iteration 18Q: 3 clusters Score -2.889525e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313741 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -28895692.000000 Penalty: 4115.472168
	Iteration 19Q: 3 clusters Score -2.889569e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314840 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -28895992.000000 Penalty: 4115.472168
	Iteration 20F: 3 clusters Score -2.889599e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315274 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -28896094.000000 Penalty: 4115.472168
	Iteration 21Q: 3 clusters Score -2.889609e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -28896142.000000 Penalty: 4115.472168
	Iteration 22Q: 3 clusters Score -2.889614e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315492 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28896136.000000 Penalty: 4115.472168
	Iteration 23Q: 3 clusters Score -2.889614e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315516 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28896158.000000 Penalty: 4115.472168
	Iteration 24Q: 3 clusters Score -2.889616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315529 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28896168.000000 Penalty: 4115.472168
	Iteration 25Q: 3 clusters Score -2.889617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315538 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28896178.000000 Penalty: 4115.472168
	Iteration 26Q: 3 clusters Score -2.889618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315547 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28896192.000000 Penalty: 4115.472168
	Iteration 27Q: 3 clusters Score -2.889619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315548 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28896190.000000 Penalty: 4115.472168
	Iteration 28Q: 3 clusters Score -2.889619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315552 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28896198.000000 Penalty: 4115.472168
	Iteration 29Q: 3 clusters Score -2.88962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315558 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28896196.000000 Penalty: 4115.472168
	Iteration 30Q: 3 clusters Score -2.88962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315557 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28896190.000000 Penalty: 4115.472168
	Iteration 31Q: 3 clusters Score -2.889619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315557 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28896196.000000 Penalty: 4115.472168
	Iteration 32Q: 3 clusters Score -2.88962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315556 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28896190.000000 Penalty: 4115.472168
	Iteration 33Q: 3 clusters Score -2.889619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315555 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28896194.000000 Penalty: 4115.472168
	Iteration 34Q: 3 clusters Score -2.889619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315555 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28896194.000000 Penalty: 4115.472168
	Iteration 35F: 3 clusters Score -2.889619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Entering Unmasked Estep 
Score: -3431285.750000 Penalty: 1708.125122
	Iteration 0F: 2 clusters Score -3431286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3406715.500000 Penalty: 3416.250244
	Iteration 0F: 3 clusters Score -3406716 nChanged 17001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3416271.500000 Penalty: 3416.250244
	Iteration 1F: 3 clusters Score -3416272 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3416841.000000 Penalty: 3416.250244
	Iteration 2Q: 3 clusters Score -3416841 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3417506.500000 Penalty: 3416.250244
	Iteration 3Q: 3 clusters Score -3417506 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3418421.250000 Penalty: 3416.250244
	Iteration 4F: 3 clusters Score -3418421 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3419660.500000 Penalty: 3416.250244
	Iteration 5F: 3 clusters Score -3419660 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3421396.500000 Penalty: 3416.250244
	Iteration 6F: 3 clusters Score -3421396 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3423329.250000 Penalty: 3416.250244
	Iteration 7F: 3 clusters Score -3423329 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3425073.500000 Penalty: 3416.250244
	Iteration 8F: 3 clusters Score -3425074 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3426189.000000 Penalty: 3416.250244
	Iteration 9Q: 3 clusters Score -3426189 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3426777.250000 Penalty: 3416.250244
	Iteration 10Q: 3 clusters Score -3426777 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3427126.250000 Penalty: 3416.250244
	Iteration 11Q: 3 clusters Score -3427126 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3427435.500000 Penalty: 3416.250244
	Iteration 12Q: 3 clusters Score -3427436 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3427649.500000 Penalty: 3416.250244
	Iteration 13Q: 3 clusters Score -3427650 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3427855.500000 Penalty: 3416.250244
	Iteration 14Q: 3 clusters Score -3427856 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3428015.750000 Penalty: 3416.250244
	Iteration 15Q: 3 clusters Score -3428016 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3428149.500000 Penalty: 3416.250244
	Iteration 16Q: 3 clusters Score -3428150 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -3428290.250000 Penalty: 3416.250244
	Iteration 17Q: 3 clusters Score -3428290 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3428444.000000 Penalty: 3416.250244
	Iteration 18Q: 3 clusters Score -3428444 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -3428586.250000 Penalty: 3416.250244
	Iteration 19Q: 3 clusters Score -3428586 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -3428702.250000 Penalty: 3416.250244
	Iteration 20F: 3 clusters Score -3428702 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -3428836.750000 Penalty: 3416.250244
	Iteration 21Q: 3 clusters Score -3428837 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -3428987.250000 Penalty: 3416.250244
	Iteration 22Q: 3 clusters Score -3428987 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -3429083.750000 Penalty: 3416.250244
	Iteration 23Q: 3 clusters Score -3429084 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3429185.750000 Penalty: 3416.250244
	Iteration 24Q: 3 clusters Score -3429186 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -3429268.250000 Penalty: 3416.250244
	Iteration 25Q: 3 clusters Score -3429268 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3429338.250000 Penalty: 3416.250244
	Iteration 26Q: 3 clusters Score -3429338 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -3429378.500000 Penalty: 3416.250244
	Iteration 27Q: 3 clusters Score -3429378 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -3429423.000000 Penalty: 3416.250244
	Iteration 28Q: 3 clusters Score -3429423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -3429480.000000 Penalty: 3416.250244
	Iteration 29Q: 3 clusters Score -3429480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -3429526.750000 Penalty: 3416.250244
	Iteration 30Q: 3 clusters Score -3429527 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -3429563.750000 Penalty: 3416.250244
	Iteration 31Q: 3 clusters Score -3429564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -3429594.000000 Penalty: 3416.250244
	Iteration 32Q: 3 clusters Score -3429594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -3429622.250000 Penalty: 3416.250244
	Iteration 33Q: 3 clusters Score -3429622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -3429645.750000 Penalty: 3416.250244
	Iteration 34Q: 3 clusters Score -3429646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -3429674.750000 Penalty: 3416.250244
	Iteration 35Q: 3 clusters Score -3429675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -3429681.500000 Penalty: 3416.250244
	Iteration 36Q: 3 clusters Score -3429682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -3429705.000000 Penalty: 3416.250244
	Iteration 37Q: 3 clusters Score -3429705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -3429722.500000 Penalty: 3416.250244
	Iteration 38Q: 3 clusters Score -3429722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -3429739.000000 Penalty: 3416.250244
	Iteration 39Q: 3 clusters Score -3429739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3429749.250000 Penalty: 3416.250244
	Iteration 40F: 3 clusters Score -3429749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -3429770.500000 Penalty: 3416.250244
	Iteration 41Q: 3 clusters Score -3429770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3429782.250000 Penalty: 3416.250244
	Iteration 42Q: 3 clusters Score -3429782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -3429785.750000 Penalty: 3416.250244
	Iteration 43Q: 3 clusters Score -3429786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -3429803.750000 Penalty: 3416.250244
	Iteration 44Q: 3 clusters Score -3429804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -3429811.500000 Penalty: 3416.250244
	Iteration 45Q: 3 clusters Score -3429812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -3429819.750000 Penalty: 3416.250244
	Iteration 46Q: 3 clusters Score -3429820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -3429820.750000 Penalty: 3416.250244
	Iteration 47Q: 3 clusters Score -3429821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -3429823.750000 Penalty: 3416.250244
	Iteration 48Q: 3 clusters Score -3429824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -3429826.250000 Penalty: 3416.250244
	Iteration 49Q: 3 clusters Score -3429826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -3429831.250000 Penalty: 3416.250244
	Iteration 50Q: 3 clusters Score -3429831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -3429829.000000 Penalty: 3416.250244
	Iteration 51Q: 3 clusters Score -3429829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -3429825.250000 Penalty: 3416.250244
	Iteration 52Q: 3 clusters Score -3429825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3429829.750000 Penalty: 3416.250244
	Iteration 53Q: 3 clusters Score -3429830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3429829.750000 Penalty: 3416.250244
	Iteration 54F: 3 clusters Score -3429830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Entering Unmasked Estep 
Score: -425453.062500 Penalty: 1380.992920
	Iteration 0F: 2 clusters Score -425453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -421514.281250 Penalty: 2761.985840
	Iteration 0F: 3 clusters Score -421514.3 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -422564.843750 Penalty: 2761.985840
	Iteration 1F: 3 clusters Score -422564.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -422736.875000 Penalty: 2761.985840
	Iteration 2F: 3 clusters Score -422736.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -422839.656250 Penalty: 2761.985840
	Iteration 3Q: 3 clusters Score -422839.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -422961.093750 Penalty: 2761.985840
	Iteration 4Q: 3 clusters Score -422961.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -423160.687500 Penalty: 2761.985840
	Iteration 5Q: 3 clusters Score -423160.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -423437.000000 Penalty: 2761.985840
	Iteration 6Q: 3 clusters Score -423437 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -423695.593750 Penalty: 2761.985840
	Iteration 7F: 3 clusters Score -423695.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -423992.250000 Penalty: 2761.985840
	Iteration 8F: 3 clusters Score -423992.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -424263.156250 Penalty: 2761.985840
	Iteration 9F: 3 clusters Score -424263.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -424498.468750 Penalty: 2761.985840
	Iteration 10F: 3 clusters Score -424498.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -424647.187500 Penalty: 2761.985840
	Iteration 11Q: 3 clusters Score -424647.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -424738.250000 Penalty: 2761.985840
	Iteration 12Q: 3 clusters Score -424738.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -424799.812500 Penalty: 2761.985840
	Iteration 13Q: 3 clusters Score -424799.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -424844.343750 Penalty: 2761.985840
	Iteration 14Q: 3 clusters Score -424844.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -424869.187500 Penalty: 2761.985840
	Iteration 15Q: 3 clusters Score -424869.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -424888.187500 Penalty: 2761.985840
	Iteration 16Q: 3 clusters Score -424888.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -424903.093750 Penalty: 2761.985840
	Iteration 17Q: 3 clusters Score -424903.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -424916.406250 Penalty: 2761.985840
	Iteration 18Q: 3 clusters Score -424916.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -424925.406250 Penalty: 2761.985840
	Iteration 19Q: 3 clusters Score -424925.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -424933.281250 Penalty: 2761.985840
	Iteration 20F: 3 clusters Score -424933.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -424938.437500 Penalty: 2761.985840
	Iteration 21Q: 3 clusters Score -424938.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -424941.968750 Penalty: 2761.985840
	Iteration 22Q: 3 clusters Score -424942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -424943.593750 Penalty: 2761.985840
	Iteration 23Q: 3 clusters Score -424943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -424946.500000 Penalty: 2761.985840
	Iteration 24Q: 3 clusters Score -424946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -424947.218750 Penalty: 2761.985840
	Iteration 25Q: 3 clusters Score -424947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -424947.218750 Penalty: 2761.985840
	Iteration 26Q: 3 clusters Score -424947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -424948.875000 Penalty: 2761.985840
	Iteration 27Q: 3 clusters Score -424948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -424948.531250 Penalty: 2761.985840
	Iteration 28Q: 3 clusters Score -424948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -424949.375000 Penalty: 2761.985840
	Iteration 29Q: 3 clusters Score -424949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -424949.625000 Penalty: 2761.985840
	Iteration 30Q: 3 clusters Score -424949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -424950.062500 Penalty: 2761.985840
	Iteration 31Q: 3 clusters Score -424950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -424949.343750 Penalty: 2761.985840
	Iteration 32Q: 3 clusters Score -424949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -424950.062500 Penalty: 2761.985840
	Iteration 33Q: 3 clusters Score -424950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -424950.656250 Penalty: 2761.985840
	Iteration 34Q: 3 clusters Score -424950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -424952.250000 Penalty: 2761.985840
	Iteration 35Q: 3 clusters Score -424952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -424951.218750 Penalty: 2761.985840
	Iteration 36Q: 3 clusters Score -424951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -424951.218750 Penalty: 2761.985840
	Iteration 37F: 3 clusters Score -424951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Entering Unmasked Estep 
Score: -3868528.000000 Penalty: 1727.688477
	Iteration 0F: 2 clusters Score -3868528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3840889.500000 Penalty: 3455.376953
	Iteration 0F: 3 clusters Score -3840890 nChanged 19147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3851517.500000 Penalty: 3455.376953
	Iteration 1F: 3 clusters Score -3851518 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3852109.000000 Penalty: 3455.376953
	Iteration 2Q: 3 clusters Score -3852109 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3852802.000000 Penalty: 3455.376953
	Iteration 3Q: 3 clusters Score -3852802 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3853689.750000 Penalty: 3455.376953
	Iteration 4Q: 3 clusters Score -3853690 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3854763.250000 Penalty: 3455.376953
	Iteration 5F: 3 clusters Score -3854763 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3856181.000000 Penalty: 3455.376953
	Iteration 6F: 3 clusters Score -3856181 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3858032.000000 Penalty: 3455.376953
	Iteration 7F: 3 clusters Score -3858032 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3860259.500000 Penalty: 3455.376953
	Iteration 8F: 3 clusters Score -3860260 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3862174.750000 Penalty: 3455.376953
	Iteration 9F: 3 clusters Score -3862175 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3863148.500000 Penalty: 3455.376953
	Iteration 10Q: 3 clusters Score -3863148 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3863562.750000 Penalty: 3455.376953
	Iteration 11Q: 3 clusters Score -3863563 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3863761.250000 Penalty: 3455.376953
	Iteration 12Q: 3 clusters Score -3863761 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3863920.250000 Penalty: 3455.376953
	Iteration 13Q: 3 clusters Score -3863920 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3864031.500000 Penalty: 3455.376953
	Iteration 14Q: 3 clusters Score -3864032 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3864161.250000 Penalty: 3455.376953
	Iteration 15Q: 3 clusters Score -3864161 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3864273.750000 Penalty: 3455.376953
	Iteration 16Q: 3 clusters Score -3864274 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3864390.500000 Penalty: 3455.376953
	Iteration 17Q: 3 clusters Score -3864390 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -3864514.750000 Penalty: 3455.376953
	Iteration 18Q: 3 clusters Score -3864515 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3864653.000000 Penalty: 3455.376953
	Iteration 19Q: 3 clusters Score -3864653 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3864762.750000 Penalty: 3455.376953
	Iteration 20F: 3 clusters Score -3864763 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3864864.000000 Penalty: 3455.376953
	Iteration 21Q: 3 clusters Score -3864864 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -3864996.000000 Penalty: 3455.376953
	Iteration 22Q: 3 clusters Score -3864996 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3865138.500000 Penalty: 3455.376953
	Iteration 23Q: 3 clusters Score -3865138 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -3865269.500000 Penalty: 3455.376953
	Iteration 24Q: 3 clusters Score -3865270 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3865399.750000 Penalty: 3455.376953
	Iteration 25Q: 3 clusters Score -3865400 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3865513.750000 Penalty: 3455.376953
	Iteration 26Q: 3 clusters Score -3865514 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -3865624.000000 Penalty: 3455.376953
	Iteration 27Q: 3 clusters Score -3865624 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -3865741.250000 Penalty: 3455.376953
	Iteration 28Q: 3 clusters Score -3865741 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -3865876.250000 Penalty: 3455.376953
	Iteration 29Q: 3 clusters Score -3865876 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -3866001.250000 Penalty: 3455.376953
	Iteration 30Q: 3 clusters Score -3866001 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -3866142.250000 Penalty: 3455.376953
	Iteration 31Q: 3 clusters Score -3866142 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -3866307.250000 Penalty: 3455.376953
	Iteration 32Q: 3 clusters Score -3866307 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3866431.750000 Penalty: 3455.376953
	Iteration 33Q: 3 clusters Score -3866432 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3866609.750000 Penalty: 3455.376953
	Iteration 34Q: 3 clusters Score -3866610 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3866743.250000 Penalty: 3455.376953
	Iteration 35Q: 3 clusters Score -3866743 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3866884.500000 Penalty: 3455.376953
	Iteration 36Q: 3 clusters Score -3866884 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -3866996.500000 Penalty: 3455.376953
	Iteration 37Q: 3 clusters Score -3866996 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -3867117.000000 Penalty: 3455.376953
	Iteration 38Q: 3 clusters Score -3867117 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -3867231.000000 Penalty: 3455.376953
	Iteration 39Q: 3 clusters Score -3867231 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -3867298.750000 Penalty: 3455.376953
	Iteration 40F: 3 clusters Score -3867299 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -3867378.750000 Penalty: 3455.376953
	Iteration 41Q: 3 clusters Score -3867379 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -3867429.500000 Penalty: 3455.376953
	Iteration 42Q: 3 clusters Score -3867430 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -3867478.750000 Penalty: 3455.376953
	Iteration 43Q: 3 clusters Score -3867479 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -3867513.750000 Penalty: 3455.376953
	Iteration 44Q: 3 clusters Score -3867514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -3867536.250000 Penalty: 3455.376953
	Iteration 45Q: 3 clusters Score -3867536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -3867559.000000 Penalty: 3455.376953
	Iteration 46Q: 3 clusters Score -3867559 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -3867585.000000 Penalty: 3455.376953
	Iteration 47Q: 3 clusters Score -3867585 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -3867616.250000 Penalty: 3455.376953
	Iteration 48Q: 3 clusters Score -3867616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -3867637.750000 Penalty: 3455.376953
	Iteration 49Q: 3 clusters Score -3867638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -3867661.000000 Penalty: 3455.376953
	Iteration 50Q: 3 clusters Score -3867661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -3867665.250000 Penalty: 3455.376953
	Iteration 51Q: 3 clusters Score -3867665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -3867673.500000 Penalty: 3455.376953
	Iteration 52Q: 3 clusters Score -3867674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -3867673.750000 Penalty: 3455.376953
	Iteration 53Q: 3 clusters Score -3867674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -3867689.750000 Penalty: 3455.376953
	Iteration 54Q: 3 clusters Score -3867690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -3867695.750000 Penalty: 3455.376953
	Iteration 55Q: 3 clusters Score -3867696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -3867698.750000 Penalty: 3455.376953
	Iteration 56Q: 3 clusters Score -3867699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -3867705.750000 Penalty: 3455.376953
	Iteration 57Q: 3 clusters Score -3867706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -3867715.000000 Penalty: 3455.376953
	Iteration 58Q: 3 clusters Score -3867715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -3867723.500000 Penalty: 3455.376953
	Iteration 59Q: 3 clusters Score -3867724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -3867721.750000 Penalty: 3455.376953
	Iteration 60F: 3 clusters Score -3867722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -3867727.750000 Penalty: 3455.376953
	Iteration 61Q: 3 clusters Score -3867728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -3867730.500000 Penalty: 3455.376953
	Iteration 62Q: 3 clusters Score -3867730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -3867728.750000 Penalty: 3455.376953
	Iteration 63Q: 3 clusters Score -3867729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -3867731.500000 Penalty: 3455.376953
	Iteration 64Q: 3 clusters Score -3867732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -3867733.250000 Penalty: 3455.376953
	Iteration 65Q: 3 clusters Score -3867733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -3867731.750000 Penalty: 3455.376953
	Iteration 66Q: 3 clusters Score -3867732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -3867733.500000 Penalty: 3455.376953
	Iteration 67Q: 3 clusters Score -3867734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -3867735.250000 Penalty: 3455.376953
	Iteration 68Q: 3 clusters Score -3867735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -3867736.000000 Penalty: 3455.376953
	Iteration 69Q: 3 clusters Score -3867736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -3867736.000000 Penalty: 3455.376953
	Iteration 70F: 3 clusters Score -3867736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Entering Unmasked Estep 
Score: -1780262.750000 Penalty: 1600.878906
	Iteration 0F: 2 clusters Score -1780263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1767324.625000 Penalty: 3201.757812
	Iteration 0F: 3 clusters Score -1767325 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1771822.250000 Penalty: 3201.757812
	Iteration 1F: 3 clusters Score -1771822 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1772147.625000 Penalty: 3201.757812
	Iteration 2F: 3 clusters Score -1772148 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1772403.875000 Penalty: 3201.757812
	Iteration 3Q: 3 clusters Score -1772404 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1772663.250000 Penalty: 3201.757812
	Iteration 4Q: 3 clusters Score -1772663 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1772940.375000 Penalty: 3201.757812
	Iteration 5Q: 3 clusters Score -1772940 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1773275.750000 Penalty: 3201.757812
	Iteration 6Q: 3 clusters Score -1773276 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1773780.250000 Penalty: 3201.757812
	Iteration 7Q: 3 clusters Score -1773780 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1774467.500000 Penalty: 3201.757812
	Iteration 8F: 3 clusters Score -1774468 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1775384.500000 Penalty: 3201.757812
	Iteration 9F: 3 clusters Score -1775384 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1776463.875000 Penalty: 3201.757812
	Iteration 10F: 3 clusters Score -1776464 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1777463.500000 Penalty: 3201.757812
	Iteration 11F: 3 clusters Score -1777464 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1778192.625000 Penalty: 3201.757812
	Iteration 12Q: 3 clusters Score -1778193 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1778649.625000 Penalty: 3201.757812
	Iteration 13Q: 3 clusters Score -1778650 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1778846.750000 Penalty: 3201.757812
	Iteration 14Q: 3 clusters Score -1778847 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1778934.000000 Penalty: 3201.757812
	Iteration 15Q: 3 clusters Score -1778934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1778975.375000 Penalty: 3201.757812
	Iteration 16Q: 3 clusters Score -1778975 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1779020.875000 Penalty: 3201.757812
	Iteration 17Q: 3 clusters Score -1779021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1779045.625000 Penalty: 3201.757812
	Iteration 18Q: 3 clusters Score -1779046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1779070.375000 Penalty: 3201.757812
	Iteration 19Q: 3 clusters Score -1779070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1779102.125000 Penalty: 3201.757812
	Iteration 20F: 3 clusters Score -1779102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1779119.000000 Penalty: 3201.757812
	Iteration 21Q: 3 clusters Score -1779119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1779130.625000 Penalty: 3201.757812
	Iteration 22Q: 3 clusters Score -1779131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1779144.750000 Penalty: 3201.757812
	Iteration 23Q: 3 clusters Score -1779145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1779162.750000 Penalty: 3201.757812
	Iteration 24Q: 3 clusters Score -1779163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1779172.125000 Penalty: 3201.757812
	Iteration 25Q: 3 clusters Score -1779172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1779185.875000 Penalty: 3201.757812
	Iteration 26Q: 3 clusters Score -1779186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1779193.250000 Penalty: 3201.757812
	Iteration 27Q: 3 clusters Score -1779193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1779201.000000 Penalty: 3201.757812
	Iteration 28Q: 3 clusters Score -1779201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1779206.125000 Penalty: 3201.757812
	Iteration 29Q: 3 clusters Score -1779206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1779216.500000 Penalty: 3201.757812
	Iteration 30Q: 3 clusters Score -1779216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1779215.250000 Penalty: 3201.757812
	Iteration 31Q: 3 clusters Score -1779215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1779226.250000 Penalty: 3201.757812
	Iteration 32Q: 3 clusters Score -1779226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1779231.750000 Penalty: 3201.757812
	Iteration 33Q: 3 clusters Score -1779232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1779234.875000 Penalty: 3201.757812
	Iteration 34Q: 3 clusters Score -1779235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1779241.250000 Penalty: 3201.757812
	Iteration 35Q: 3 clusters Score -1779241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1779240.250000 Penalty: 3201.757812
	Iteration 36Q: 3 clusters Score -1779240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1779243.250000 Penalty: 3201.757812
	Iteration 37Q: 3 clusters Score -1779243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1779249.875000 Penalty: 3201.757812
	Iteration 38Q: 3 clusters Score -1779250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1779248.375000 Penalty: 3201.757812
	Iteration 39Q: 3 clusters Score -1779248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1779254.875000 Penalty: 3201.757812
	Iteration 40F: 3 clusters Score -1779255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1779256.375000 Penalty: 3201.757812
	Iteration 41Q: 3 clusters Score -1779256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1779254.250000 Penalty: 3201.757812
	Iteration 42Q: 3 clusters Score -1779254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1779252.000000 Penalty: 3201.757812
	Iteration 43Q: 3 clusters Score -1779252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1779252.000000 Penalty: 3201.757812
	Iteration 44F: 3 clusters Score -1779252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Entering Unmasked Estep 
Score: -1402271.875000 Penalty: 1560.836792
	Iteration 0F: 2 clusters Score -1402272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1392013.000000 Penalty: 3121.673584
	Iteration 0F: 3 clusters Score -1392013 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1395856.500000 Penalty: 3121.673584
	Iteration 1F: 3 clusters Score -1395856 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1396433.125000 Penalty: 3121.673584
	Iteration 2F: 3 clusters Score -1396433 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1397003.625000 Penalty: 3121.673584
	Iteration 3F: 3 clusters Score -1397004 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1397664.375000 Penalty: 3121.673584
	Iteration 4F: 3 clusters Score -1397664 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1398441.375000 Penalty: 3121.673584
	Iteration 5F: 3 clusters Score -1398441 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1399164.375000 Penalty: 3121.673584
	Iteration 6F: 3 clusters Score -1399164 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1399698.125000 Penalty: 3121.673584
	Iteration 7Q: 3 clusters Score -1399698 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1400097.625000 Penalty: 3121.673584
	Iteration 8Q: 3 clusters Score -1400098 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1400351.875000 Penalty: 3121.673584
	Iteration 9Q: 3 clusters Score -1400352 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1400500.125000 Penalty: 3121.673584
	Iteration 10Q: 3 clusters Score -1400500 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1400603.625000 Penalty: 3121.673584
	Iteration 11Q: 3 clusters Score -1400604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1400684.375000 Penalty: 3121.673584
	Iteration 12Q: 3 clusters Score -1400684 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1400769.375000 Penalty: 3121.673584
	Iteration 13Q: 3 clusters Score -1400769 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1400828.250000 Penalty: 3121.673584
	Iteration 14Q: 3 clusters Score -1400828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1400872.375000 Penalty: 3121.673584
	Iteration 15Q: 3 clusters Score -1400872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1400902.250000 Penalty: 3121.673584
	Iteration 16Q: 3 clusters Score -1400902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1400922.625000 Penalty: 3121.673584
	Iteration 17Q: 3 clusters Score -1400923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1400936.375000 Penalty: 3121.673584
	Iteration 18Q: 3 clusters Score -1400936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1400948.250000 Penalty: 3121.673584
	Iteration 19Q: 3 clusters Score -1400948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1400959.500000 Penalty: 3121.673584
	Iteration 20F: 3 clusters Score -1400960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1400965.875000 Penalty: 3121.673584
	Iteration 21Q: 3 clusters Score -1400966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1400976.625000 Penalty: 3121.673584
	Iteration 22Q: 3 clusters Score -1400977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1400989.125000 Penalty: 3121.673584
	Iteration 23Q: 3 clusters Score -1400989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1401003.375000 Penalty: 3121.673584
	Iteration 24Q: 3 clusters Score -1401003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1401018.500000 Penalty: 3121.673584
	Iteration 25Q: 3 clusters Score -1401018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1401026.500000 Penalty: 3121.673584
	Iteration 26Q: 3 clusters Score -1401026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1401037.000000 Penalty: 3121.673584
	Iteration 27Q: 3 clusters Score -1401037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1401044.125000 Penalty: 3121.673584
	Iteration 28Q: 3 clusters Score -1401044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1401055.750000 Penalty: 3121.673584
	Iteration 29Q: 3 clusters Score -1401056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1401059.625000 Penalty: 3121.673584
	Iteration 30Q: 3 clusters Score -1401060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1401071.625000 Penalty: 3121.673584
	Iteration 31Q: 3 clusters Score -1401072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1401072.000000 Penalty: 3121.673584
	Iteration 32Q: 3 clusters Score -1401072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1401073.000000 Penalty: 3121.673584
	Iteration 33Q: 3 clusters Score -1401073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1401076.875000 Penalty: 3121.673584
	Iteration 34Q: 3 clusters Score -1401077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1401082.250000 Penalty: 3121.673584
	Iteration 35Q: 3 clusters Score -1401082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1401083.375000 Penalty: 3121.673584
	Iteration 36Q: 3 clusters Score -1401083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1401086.625000 Penalty: 3121.673584
	Iteration 37Q: 3 clusters Score -1401087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1401088.250000 Penalty: 3121.673584
	Iteration 38Q: 3 clusters Score -1401088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1401088.875000 Penalty: 3121.673584
	Iteration 39Q: 3 clusters Score -1401089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1401091.500000 Penalty: 3121.673584
	Iteration 40F: 3 clusters Score -1401092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -223162.703125 Penalty: 1265.853638
	Iteration 0F: 2 clusters Score -223162.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -220794.906250 Penalty: 2531.707275
	Iteration 0F: 3 clusters Score -220794.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -221298.015625 Penalty: 2531.707275
	Iteration 1F: 3 clusters Score -221298 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -221415.359375 Penalty: 2531.707275
	Iteration 2F: 3 clusters Score -221415.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -221490.625000 Penalty: 2531.707275
	Iteration 3Q: 3 clusters Score -221490.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -221537.171875 Penalty: 2531.707275
	Iteration 4Q: 3 clusters Score -221537.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -221581.265625 Penalty: 2531.707275
	Iteration 5Q: 3 clusters Score -221581.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -221608.453125 Penalty: 2531.707275
	Iteration 6Q: 3 clusters Score -221608.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -221627.015625 Penalty: 2531.707275
	Iteration 7Q: 3 clusters Score -221627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -221645.265625 Penalty: 2531.707275
	Iteration 8Q: 3 clusters Score -221645.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221660.562500 Penalty: 2531.707275
	Iteration 9Q: 3 clusters Score -221660.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221673.953125 Penalty: 2531.707275
	Iteration 10Q: 3 clusters Score -221674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -221683.812500 Penalty: 2531.707275
	Iteration 11Q: 3 clusters Score -221683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -221691.406250 Penalty: 2531.707275
	Iteration 12Q: 3 clusters Score -221691.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -221699.093750 Penalty: 2531.707275
	Iteration 13Q: 3 clusters Score -221699.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221706.375000 Penalty: 2531.707275
	Iteration 14Q: 3 clusters Score -221706.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -221712.656250 Penalty: 2531.707275
	Iteration 15Q: 3 clusters Score -221712.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -221719.093750 Penalty: 2531.707275
	Iteration 16Q: 3 clusters Score -221719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -221729.375000 Penalty: 2531.707275
	Iteration 17Q: 3 clusters Score -221729.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -221739.250000 Penalty: 2531.707275
	Iteration 18Q: 3 clusters Score -221739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -221744.609375 Penalty: 2531.707275
	Iteration 19Q: 3 clusters Score -221744.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -221750.046875 Penalty: 2531.707275
	Iteration 20F: 3 clusters Score -221750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -221756.234375 Penalty: 2531.707275
	Iteration 21Q: 3 clusters Score -221756.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -221762.765625 Penalty: 2531.707275
	Iteration 22Q: 3 clusters Score -221762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -221767.968750 Penalty: 2531.707275
	Iteration 23Q: 3 clusters Score -221768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -221773.750000 Penalty: 2531.707275
	Iteration 24Q: 3 clusters Score -221773.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -221779.687500 Penalty: 2531.707275
	Iteration 25Q: 3 clusters Score -221779.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221785.484375 Penalty: 2531.707275
	Iteration 26Q: 3 clusters Score -221785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -221795.171875 Penalty: 2531.707275
	Iteration 27Q: 3 clusters Score -221795.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -221802.812500 Penalty: 2531.707275
	Iteration 28Q: 3 clusters Score -221802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221805.468750 Penalty: 2531.707275
	Iteration 29Q: 3 clusters Score -221805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221806.453125 Penalty: 2531.707275
	Iteration 30Q: 3 clusters Score -221806.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221809.453125 Penalty: 2531.707275
	Iteration 31Q: 3 clusters Score -221809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -221812.859375 Penalty: 2531.707275
	Iteration 32Q: 3 clusters Score -221812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -221816.000000 Penalty: 2531.707275
	Iteration 33Q: 3 clusters Score -221816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -221820.921875 Penalty: 2531.707275
	Iteration 34Q: 3 clusters Score -221820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -221823.156250 Penalty: 2531.707275
	Iteration 35Q: 3 clusters Score -221823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -221825.687500 Penalty: 2531.707275
	Iteration 36Q: 3 clusters Score -221825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -221827.734375 Penalty: 2531.707275
	Iteration 37Q: 3 clusters Score -221827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -221829.390625 Penalty: 2531.707275
	Iteration 38Q: 3 clusters Score -221829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221830.187500 Penalty: 2531.707275
	Iteration 39Q: 3 clusters Score -221830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -221831.828125 Penalty: 2531.707275
	Iteration 40F: 3 clusters Score -221831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -221832.625000 Penalty: 2531.707275
	Iteration 41Q: 3 clusters Score -221832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -221833.515625 Penalty: 2531.707275
	Iteration 42Q: 3 clusters Score -221833.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -221834.250000 Penalty: 2531.707275
	Iteration 43Q: 3 clusters Score -221834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -221834.562500 Penalty: 2531.707275
	Iteration 44Q: 3 clusters Score -221834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -221835.328125 Penalty: 2531.707275
	Iteration 45Q: 3 clusters Score -221835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -221835.609375 Penalty: 2531.707275
	Iteration 46Q: 3 clusters Score -221835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -221835.921875 Penalty: 2531.707275
	Iteration 47Q: 3 clusters Score -221835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -221836.796875 Penalty: 2531.707275
	Iteration 48Q: 3 clusters Score -221836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -221836.796875 Penalty: 2531.707275
	Iteration 49F: 3 clusters Score -221836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Entering Unmasked Estep 
Score: -1925339.125000 Penalty: 1620.242920
	Iteration 0F: 2 clusters Score -1925339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1910648.500000 Penalty: 3240.485840
	Iteration 0F: 3 clusters Score -1910648 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1916010.750000 Penalty: 3240.485840
	Iteration 1F: 3 clusters Score -1916011 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1916319.250000 Penalty: 3240.485840
	Iteration 2Q: 3 clusters Score -1916319 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1916587.250000 Penalty: 3240.485840
	Iteration 3Q: 3 clusters Score -1916587 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1916835.750000 Penalty: 3240.485840
	Iteration 4Q: 3 clusters Score -1916836 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1917139.250000 Penalty: 3240.485840
	Iteration 5Q: 3 clusters Score -1917139 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1917554.000000 Penalty: 3240.485840
	Iteration 6Q: 3 clusters Score -1917554 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1918089.375000 Penalty: 3240.485840
	Iteration 7Q: 3 clusters Score -1918089 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1918811.875000 Penalty: 3240.485840
	Iteration 8Q: 3 clusters Score -1918812 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1919650.000000 Penalty: 3240.485840
	Iteration 9F: 3 clusters Score -1919650 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1920344.875000 Penalty: 3240.485840
	Iteration 10F: 3 clusters Score -1920345 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1920824.250000 Penalty: 3240.485840
	Iteration 11Q: 3 clusters Score -1920824 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1921086.375000 Penalty: 3240.485840
	Iteration 12Q: 3 clusters Score -1921086 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1921235.750000 Penalty: 3240.485840
	Iteration 13Q: 3 clusters Score -1921236 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1921331.375000 Penalty: 3240.485840
	Iteration 14Q: 3 clusters Score -1921331 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1921399.875000 Penalty: 3240.485840
	Iteration 15Q: 3 clusters Score -1921400 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1921434.625000 Penalty: 3240.485840
	Iteration 16Q: 3 clusters Score -1921435 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1921479.000000 Penalty: 3240.485840
	Iteration 17Q: 3 clusters Score -1921479 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1921516.625000 Penalty: 3240.485840
	Iteration 18Q: 3 clusters Score -1921517 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1921561.375000 Penalty: 3240.485840
	Iteration 19Q: 3 clusters Score -1921561 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1921597.875000 Penalty: 3240.485840
	Iteration 20F: 3 clusters Score -1921598 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1921632.125000 Penalty: 3240.485840
	Iteration 21Q: 3 clusters Score -1921632 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1921673.750000 Penalty: 3240.485840
	Iteration 22Q: 3 clusters Score -1921674 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1921725.875000 Penalty: 3240.485840
	Iteration 23Q: 3 clusters Score -1921726 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1921765.750000 Penalty: 3240.485840
	Iteration 24Q: 3 clusters Score -1921766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1921814.250000 Penalty: 3240.485840
	Iteration 25Q: 3 clusters Score -1921814 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1921858.000000 Penalty: 3240.485840
	Iteration 26Q: 3 clusters Score -1921858 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1921895.875000 Penalty: 3240.485840
	Iteration 27Q: 3 clusters Score -1921896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1921963.000000 Penalty: 3240.485840
	Iteration 28Q: 3 clusters Score -1921963 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1922022.750000 Penalty: 3240.485840
	Iteration 29Q: 3 clusters Score -1922023 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1922086.625000 Penalty: 3240.485840
	Iteration 30Q: 3 clusters Score -1922087 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1922171.250000 Penalty: 3240.485840
	Iteration 31Q: 3 clusters Score -1922171 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1922257.250000 Penalty: 3240.485840
	Iteration 32Q: 3 clusters Score -1922257 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1922349.875000 Penalty: 3240.485840
	Iteration 33Q: 3 clusters Score -1922350 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1922427.625000 Penalty: 3240.485840
	Iteration 34Q: 3 clusters Score -1922428 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1922511.250000 Penalty: 3240.485840
	Iteration 35Q: 3 clusters Score -1922511 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1922597.750000 Penalty: 3240.485840
	Iteration 36Q: 3 clusters Score -1922598 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1922693.125000 Penalty: 3240.485840
	Iteration 37Q: 3 clusters Score -1922693 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1922788.750000 Penalty: 3240.485840
	Iteration 38Q: 3 clusters Score -1922789 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1922876.875000 Penalty: 3240.485840
	Iteration 39Q: 3 clusters Score -1922877 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1922971.375000 Penalty: 3240.485840
	Iteration 40F: 3 clusters Score -1922971 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1923065.875000 Penalty: 3240.485840
	Iteration 41Q: 3 clusters Score -1923066 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1923159.500000 Penalty: 3240.485840
	Iteration 42Q: 3 clusters Score -1923160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1923244.250000 Penalty: 3240.485840
	Iteration 43Q: 3 clusters Score -1923244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1923313.750000 Penalty: 3240.485840
	Iteration 44Q: 3 clusters Score -1923314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1923391.625000 Penalty: 3240.485840
	Iteration 45Q: 3 clusters Score -1923392 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1923466.750000 Penalty: 3240.485840
	Iteration 46Q: 3 clusters Score -1923467 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1923538.000000 Penalty: 3240.485840
	Iteration 47Q: 3 clusters Score -1923538 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1923603.125000 Penalty: 3240.485840
	Iteration 48Q: 3 clusters Score -1923603 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -1923651.375000 Penalty: 3240.485840
	Iteration 49Q: 3 clusters Score -1923651 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1923707.375000 Penalty: 3240.485840
	Iteration 50Q: 3 clusters Score -1923707 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -1923732.750000 Penalty: 3240.485840
	Iteration 51Q: 3 clusters Score -1923733 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -1923763.125000 Penalty: 3240.485840
	Iteration 52Q: 3 clusters Score -1923763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -1923794.000000 Penalty: 3240.485840
	Iteration 53Q: 3 clusters Score -1923794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -1923813.750000 Penalty: 3240.485840
	Iteration 54Q: 3 clusters Score -1923814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1923825.500000 Penalty: 3240.485840
	Iteration 55Q: 3 clusters Score -1923826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1923838.250000 Penalty: 3240.485840
	Iteration 56Q: 3 clusters Score -1923838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -1923847.500000 Penalty: 3240.485840
	Iteration 57Q: 3 clusters Score -1923848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1923856.000000 Penalty: 3240.485840
	Iteration 58Q: 3 clusters Score -1923856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1923859.375000 Penalty: 3240.485840
	Iteration 59Q: 3 clusters Score -1923859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1923877.875000 Penalty: 3240.485840
	Iteration 60F: 3 clusters Score -1923878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -1923884.625000 Penalty: 3240.485840
	Iteration 61Q: 3 clusters Score -1923885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -1923897.000000 Penalty: 3240.485840
	Iteration 62Q: 3 clusters Score -1923897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1923905.625000 Penalty: 3240.485840
	Iteration 63Q: 3 clusters Score -1923906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -1923910.125000 Penalty: 3240.485840
	Iteration 64Q: 3 clusters Score -1923910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1923916.500000 Penalty: 3240.485840
	Iteration 65Q: 3 clusters Score -1923916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1923923.375000 Penalty: 3240.485840
	Iteration 66Q: 3 clusters Score -1923923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -1923931.750000 Penalty: 3240.485840
	Iteration 67Q: 3 clusters Score -1923932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1923935.250000 Penalty: 3240.485840
	Iteration 68Q: 3 clusters Score -1923935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -1923936.625000 Penalty: 3240.485840
	Iteration 69Q: 3 clusters Score -1923937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -1923936.125000 Penalty: 3240.485840
	Iteration 70Q: 3 clusters Score -1923936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1923939.000000 Penalty: 3240.485840
	Iteration 71Q: 3 clusters Score -1923939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -1923940.375000 Penalty: 3240.485840
	Iteration 72Q: 3 clusters Score -1923940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -1923938.125000 Penalty: 3240.485840
	Iteration 73Q: 3 clusters Score -1923938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1923938.625000 Penalty: 3240.485840
	Iteration 74Q: 3 clusters Score -1923939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -1923938.250000 Penalty: 3240.485840
	Iteration 75Q: 3 clusters Score -1923938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1923938.000000 Penalty: 3240.485840
	Iteration 76Q: 3 clusters Score -1923938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -1923939.375000 Penalty: 3240.485840
	Iteration 77Q: 3 clusters Score -1923939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -1923943.125000 Penalty: 3240.485840
	Iteration 78Q: 3 clusters Score -1923943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -1923943.500000 Penalty: 3240.485840
	Iteration 79Q: 3 clusters Score -1923944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -1923947.875000 Penalty: 3240.485840
	Iteration 80F: 3 clusters Score -1923948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -1923946.750000 Penalty: 3240.485840
	Iteration 81Q: 3 clusters Score -1923947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -1923947.625000 Penalty: 3240.485840
	Iteration 82Q: 3 clusters Score -1923948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -1923947.625000 Penalty: 3240.485840
	Iteration 83F: 3 clusters Score -1923948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Entering Unmasked Estep 
Score: -2877993.750000 Penalty: 1678.968750
	Iteration 0F: 2 clusters Score -2877994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2857428.500000 Penalty: 3357.937500
	Iteration 0F: 3 clusters Score -2857428 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2865322.750000 Penalty: 3357.937500
	Iteration 1F: 3 clusters Score -2865323 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2865663.750000 Penalty: 3357.937500
	Iteration 2Q: 3 clusters Score -2865664 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2866109.000000 Penalty: 3357.937500
	Iteration 3Q: 3 clusters Score -2866109 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2866684.500000 Penalty: 3357.937500
	Iteration 4Q: 3 clusters Score -2866684 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2867505.750000 Penalty: 3357.937500
	Iteration 5F: 3 clusters Score -2867506 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2868635.000000 Penalty: 3357.937500
	Iteration 6F: 3 clusters Score -2868635 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2870156.750000 Penalty: 3357.937500
	Iteration 7F: 3 clusters Score -2870157 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2871917.750000 Penalty: 3357.937500
	Iteration 8F: 3 clusters Score -2871918 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2873330.500000 Penalty: 3357.937500
	Iteration 9F: 3 clusters Score -2873330 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -2874321.500000 Penalty: 3357.937500
	Iteration 10Q: 3 clusters Score -2874322 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -2874949.750000 Penalty: 3357.937500
	Iteration 11Q: 3 clusters Score -2874950 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -2875385.500000 Penalty: 3357.937500
	Iteration 12Q: 3 clusters Score -2875386 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -2875672.500000 Penalty: 3357.937500
	Iteration 13Q: 3 clusters Score -2875672 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -2875927.500000 Penalty: 3357.937500
	Iteration 14Q: 3 clusters Score -2875928 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -2876128.000000 Penalty: 3357.937500
	Iteration 15Q: 3 clusters Score -2876128 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -2876276.500000 Penalty: 3357.937500
	Iteration 16Q: 3 clusters Score -2876276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -2876383.500000 Penalty: 3357.937500
	Iteration 17Q: 3 clusters Score -2876384 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -2876447.000000 Penalty: 3357.937500
	Iteration 18Q: 3 clusters Score -2876447 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -2876558.000000 Penalty: 3357.937500
	Iteration 19Q: 3 clusters Score -2876558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -2876631.000000 Penalty: 3357.937500
	Iteration 20F: 3 clusters Score -2876631 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -2876690.250000 Penalty: 3357.937500
	Iteration 21Q: 3 clusters Score -2876690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -2876734.500000 Penalty: 3357.937500
	Iteration 22Q: 3 clusters Score -2876734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -2876750.250000 Penalty: 3357.937500
	Iteration 23Q: 3 clusters Score -2876750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -2876766.250000 Penalty: 3357.937500
	Iteration 24Q: 3 clusters Score -2876766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -2876782.000000 Penalty: 3357.937500
	Iteration 25Q: 3 clusters Score -2876782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -2876804.000000 Penalty: 3357.937500
	Iteration 26Q: 3 clusters Score -2876804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -2876813.250000 Penalty: 3357.937500
	Iteration 27Q: 3 clusters Score -2876813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -2876826.000000 Penalty: 3357.937500
	Iteration 28Q: 3 clusters Score -2876826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -2876835.500000 Penalty: 3357.937500
	Iteration 29Q: 3 clusters Score -2876836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -2876842.000000 Penalty: 3357.937500
	Iteration 30Q: 3 clusters Score -2876842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -2876846.000000 Penalty: 3357.937500
	Iteration 31Q: 3 clusters Score -2876846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -2876850.750000 Penalty: 3357.937500
	Iteration 32Q: 3 clusters Score -2876851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -2876853.250000 Penalty: 3357.937500
	Iteration 33Q: 3 clusters Score -2876853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -2876851.000000 Penalty: 3357.937500
	Iteration 34Q: 3 clusters Score -2876851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -2876850.500000 Penalty: 3357.937500
	Iteration 35Q: 3 clusters Score -2876850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -2876850.500000 Penalty: 3357.937500
	Iteration 36F: 3 clusters Score -2876850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Entering Unmasked Estep 
Score: -5725747.000000 Penalty: 1791.263550
	Iteration 0F: 2 clusters Score -5725747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -5684690.000000 Penalty: 3582.527100
	Iteration 0F: 3 clusters Score -5684690 nChanged 28894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -5701587.500000 Penalty: 3582.527100
	Iteration 1F: 3 clusters Score -5701588 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -5702529.000000 Penalty: 3582.527100
	Iteration 2Q: 3 clusters Score -5702529 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5703966.000000 Penalty: 3582.527100
	Iteration 3Q: 3 clusters Score -5703966 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5706142.500000 Penalty: 3582.527100
	Iteration 4F: 3 clusters Score -5706142 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -5709279.500000 Penalty: 3582.527100
	Iteration 5F: 3 clusters Score -5709280 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -5713105.000000 Penalty: 3582.527100
	Iteration 6F: 3 clusters Score -5713105 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -5716848.500000 Penalty: 3582.527100
	Iteration 7F: 3 clusters Score -5716848 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -5719490.000000 Penalty: 3582.527100
	Iteration 8Q: 3 clusters Score -5719490 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -5720922.500000 Penalty: 3582.527100
	Iteration 9Q: 3 clusters Score -5720922 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -5721657.000000 Penalty: 3582.527100
	Iteration 10Q: 3 clusters Score -5721657 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -5722060.500000 Penalty: 3582.527100
	Iteration 11Q: 3 clusters Score -5722060 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -5722363.500000 Penalty: 3582.527100
	Iteration 12Q: 3 clusters Score -5722364 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -5722617.000000 Penalty: 3582.527100
	Iteration 13Q: 3 clusters Score -5722617 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -5722867.000000 Penalty: 3582.527100
	Iteration 14Q: 3 clusters Score -5722867 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -5723050.500000 Penalty: 3582.527100
	Iteration 15Q: 3 clusters Score -5723050 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -5723262.500000 Penalty: 3582.527100
	Iteration 16Q: 3 clusters Score -5723262 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -5723449.500000 Penalty: 3582.527100
	Iteration 17Q: 3 clusters Score -5723450 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -5723595.000000 Penalty: 3582.527100
	Iteration 18Q: 3 clusters Score -5723595 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -5723740.500000 Penalty: 3582.527100
	Iteration 19Q: 3 clusters Score -5723740 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -5723851.000000 Penalty: 3582.527100
	Iteration 20F: 3 clusters Score -5723851 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -5723967.500000 Penalty: 3582.527100
	Iteration 21Q: 3 clusters Score -5723968 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -5724067.000000 Penalty: 3582.527100
	Iteration 22Q: 3 clusters Score -5724067 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -5724142.500000 Penalty: 3582.527100
	Iteration 23Q: 3 clusters Score -5724142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -5724211.500000 Penalty: 3582.527100
	Iteration 24Q: 3 clusters Score -5724212 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -5724227.000000 Penalty: 3582.527100
	Iteration 25Q: 3 clusters Score -5724227 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -5724250.000000 Penalty: 3582.527100
	Iteration 26Q: 3 clusters Score -5724250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -5724269.000000 Penalty: 3582.527100
	Iteration 27Q: 3 clusters Score -5724269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -5724289.000000 Penalty: 3582.527100
	Iteration 28Q: 3 clusters Score -5724289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -5724308.000000 Penalty: 3582.527100
	Iteration 29Q: 3 clusters Score -5724308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -5724327.000000 Penalty: 3582.527100
	Iteration 30Q: 3 clusters Score -5724327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -5724329.500000 Penalty: 3582.527100
	Iteration 31Q: 3 clusters Score -5724330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -5724334.500000 Penalty: 3582.527100
	Iteration 32Q: 3 clusters Score -5724334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -5724341.000000 Penalty: 3582.527100
	Iteration 33Q: 3 clusters Score -5724341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -5724355.000000 Penalty: 3582.527100
	Iteration 34Q: 3 clusters Score -5724355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -5724358.500000 Penalty: 3582.527100
	Iteration 35Q: 3 clusters Score -5724358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -5724376.500000 Penalty: 3582.527100
	Iteration 36Q: 3 clusters Score -5724376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -5724380.000000 Penalty: 3582.527100
	Iteration 37Q: 3 clusters Score -5724380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -5724387.500000 Penalty: 3582.527100
	Iteration 38Q: 3 clusters Score -5724388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -5724397.500000 Penalty: 3582.527100
	Iteration 39Q: 3 clusters Score -5724398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -5724403.500000 Penalty: 3582.527100
	Iteration 40F: 3 clusters Score -5724404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -5724406.500000 Penalty: 3582.527100
	Iteration 41Q: 3 clusters Score -5724406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -5724411.000000 Penalty: 3582.527100
	Iteration 42Q: 3 clusters Score -5724411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -5724413.500000 Penalty: 3582.527100
	Iteration 43Q: 3 clusters Score -5724414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -5724412.000000 Penalty: 3582.527100
	Iteration 44Q: 3 clusters Score -5724412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -5724414.000000 Penalty: 3582.527100
	Iteration 45Q: 3 clusters Score -5724414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -5724413.500000 Penalty: 3582.527100
	Iteration 46Q: 3 clusters Score -5724414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -5724409.000000 Penalty: 3582.527100
	Iteration 47Q: 3 clusters Score -5724409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -5724409.500000 Penalty: 3582.527100
	Iteration 48Q: 3 clusters Score -5724410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -5724409.000000 Penalty: 3582.527100
	Iteration 49Q: 3 clusters Score -5724409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -5724411.000000 Penalty: 3582.527100
	Iteration 50Q: 3 clusters Score -5724411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -5724411.000000 Penalty: 3582.527100
	Iteration 51F: 3 clusters Score -5724411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -88140.476562 Penalty: 1136.960815
	Iteration 0F: 2 clusters Score -88140.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -86734.429688 Penalty: 2273.921631
	Iteration 0F: 3 clusters Score -86734.43 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -87078.679688 Penalty: 2273.921631
	Iteration 1F: 3 clusters Score -87078.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87150.429688 Penalty: 2273.921631
	Iteration 2F: 3 clusters Score -87150.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87175.015625 Penalty: 2273.921631
	Iteration 3Q: 3 clusters Score -87175.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -87188.750000 Penalty: 2273.921631
	Iteration 4Q: 3 clusters Score -87188.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87198.085938 Penalty: 2273.921631
	Iteration 5Q: 3 clusters Score -87198.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87204.421875 Penalty: 2273.921631
	Iteration 6Q: 3 clusters Score -87204.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87208.226562 Penalty: 2273.921631
	Iteration 7Q: 3 clusters Score -87208.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87210.796875 Penalty: 2273.921631
	Iteration 8Q: 3 clusters Score -87210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87213.109375 Penalty: 2273.921631
	Iteration 9Q: 3 clusters Score -87213.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87213.679688 Penalty: 2273.921631
	Iteration 10Q: 3 clusters Score -87213.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87214.500000 Penalty: 2273.921631
	Iteration 11Q: 3 clusters Score -87214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87214.500000 Penalty: 2273.921631
	Iteration 12F: 3 clusters Score -87214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Entering Unmasked Estep 
Score: -4076501.000000 Penalty: 1736.281006
	Iteration 0F: 2 clusters Score -4076501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4047304.250000 Penalty: 3472.562012
	Iteration 0F: 3 clusters Score -4047304 nChanged 20290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4058610.750000 Penalty: 3472.562012
	Iteration 1F: 3 clusters Score -4058611 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4058978.750000 Penalty: 3472.562012
	Iteration 2Q: 3 clusters Score -4058979 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4059400.000000 Penalty: 3472.562012
	Iteration 3Q: 3 clusters Score -4059400 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -4059947.000000 Penalty: 3472.562012
	Iteration 4Q: 3 clusters Score -4059947 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4060704.250000 Penalty: 3472.562012
	Iteration 5Q: 3 clusters Score -4060704 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4061819.750000 Penalty: 3472.562012
	Iteration 6Q: 3 clusters Score -4061820 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -4063526.750000 Penalty: 3472.562012
	Iteration 7F: 3 clusters Score -4063527 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4065949.750000 Penalty: 3472.562012
	Iteration 8F: 3 clusters Score -4065950 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4068649.000000 Penalty: 3472.562012
	Iteration 9F: 3 clusters Score -4068649 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4070876.000000 Penalty: 3472.562012
	Iteration 10F: 3 clusters Score -4070876 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4071980.000000 Penalty: 3472.562012
	Iteration 11Q: 3 clusters Score -4071980 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4072595.250000 Penalty: 3472.562012
	Iteration 12Q: 3 clusters Score -4072595 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4072980.500000 Penalty: 3472.562012
	Iteration 13Q: 3 clusters Score -4072980 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4073295.000000 Penalty: 3472.562012
	Iteration 14Q: 3 clusters Score -4073295 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4073529.750000 Penalty: 3472.562012
	Iteration 15Q: 3 clusters Score -4073530 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4073703.250000 Penalty: 3472.562012
	Iteration 16Q: 3 clusters Score -4073703 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4073868.250000 Penalty: 3472.562012
	Iteration 17Q: 3 clusters Score -4073868 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4073999.000000 Penalty: 3472.562012
	Iteration 18Q: 3 clusters Score -4073999 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -4074102.250000 Penalty: 3472.562012
	Iteration 19Q: 3 clusters Score -4074102 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4074198.000000 Penalty: 3472.562012
	Iteration 20F: 3 clusters Score -4074198 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -4074296.000000 Penalty: 3472.562012
	Iteration 21Q: 3 clusters Score -4074296 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4074350.250000 Penalty: 3472.562012
	Iteration 22Q: 3 clusters Score -4074350 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4074440.500000 Penalty: 3472.562012
	Iteration 23Q: 3 clusters Score -4074440 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -4074512.000000 Penalty: 3472.562012
	Iteration 24Q: 3 clusters Score -4074512 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -4074556.250000 Penalty: 3472.562012
	Iteration 25Q: 3 clusters Score -4074556 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -4074611.750000 Penalty: 3472.562012
	Iteration 26Q: 3 clusters Score -4074612 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4074660.250000 Penalty: 3472.562012
	Iteration 27Q: 3 clusters Score -4074660 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4074711.000000 Penalty: 3472.562012
	Iteration 28Q: 3 clusters Score -4074711 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -4074747.250000 Penalty: 3472.562012
	Iteration 29Q: 3 clusters Score -4074747 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -4074779.750000 Penalty: 3472.562012
	Iteration 30Q: 3 clusters Score -4074780 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -4074808.250000 Penalty: 3472.562012
	Iteration 31Q: 3 clusters Score -4074808 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4074856.250000 Penalty: 3472.562012
	Iteration 32Q: 3 clusters Score -4074856 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -4074886.750000 Penalty: 3472.562012
	Iteration 33Q: 3 clusters Score -4074887 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -4074933.000000 Penalty: 3472.562012
	Iteration 34Q: 3 clusters Score -4074933 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -4074953.000000 Penalty: 3472.562012
	Iteration 35Q: 3 clusters Score -4074953 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4074983.750000 Penalty: 3472.562012
	Iteration 36Q: 3 clusters Score -4074984 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -4075001.250000 Penalty: 3472.562012
	Iteration 37Q: 3 clusters Score -4075001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -4075010.000000 Penalty: 3472.562012
	Iteration 38Q: 3 clusters Score -4075010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -4075022.500000 Penalty: 3472.562012
	Iteration 39Q: 3 clusters Score -4075022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -4075038.250000 Penalty: 3472.562012
	Iteration 40F: 3 clusters Score -4075038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -4075049.250000 Penalty: 3472.562012
	Iteration 41Q: 3 clusters Score -4075049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -4075062.500000 Penalty: 3472.562012
	Iteration 42Q: 3 clusters Score -4075062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -4075080.500000 Penalty: 3472.562012
	Iteration 43Q: 3 clusters Score -4075080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -4075087.000000 Penalty: 3472.562012
	Iteration 44Q: 3 clusters Score -4075087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4075096.500000 Penalty: 3472.562012
	Iteration 45Q: 3 clusters Score -4075096 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -4075118.500000 Penalty: 3472.562012
	Iteration 46Q: 3 clusters Score -4075118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4075120.000000 Penalty: 3472.562012
	Iteration 47Q: 3 clusters Score -4075120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -4075147.250000 Penalty: 3472.562012
	Iteration 48Q: 3 clusters Score -4075147 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -4075154.000000 Penalty: 3472.562012
	Iteration 49Q: 3 clusters Score -4075154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4075161.500000 Penalty: 3472.562012
	Iteration 50Q: 3 clusters Score -4075162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -4075172.000000 Penalty: 3472.562012
	Iteration 51Q: 3 clusters Score -4075172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -4075176.250000 Penalty: 3472.562012
	Iteration 52Q: 3 clusters Score -4075176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -4075187.750000 Penalty: 3472.562012
	Iteration 53Q: 3 clusters Score -4075188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4075194.500000 Penalty: 3472.562012
	Iteration 54Q: 3 clusters Score -4075194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4075194.250000 Penalty: 3472.562012
	Iteration 55Q: 3 clusters Score -4075194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4075209.750000 Penalty: 3472.562012
	Iteration 56Q: 3 clusters Score -4075210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -4075220.250000 Penalty: 3472.562012
	Iteration 57Q: 3 clusters Score -4075220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -4075226.000000 Penalty: 3472.562012
	Iteration 58Q: 3 clusters Score -4075226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -4075238.750000 Penalty: 3472.562012
	Iteration 59Q: 3 clusters Score -4075239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -4075259.750000 Penalty: 3472.562012
	Iteration 60F: 3 clusters Score -4075260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -4075259.250000 Penalty: 3472.562012
	Iteration 61Q: 3 clusters Score -4075259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -4075272.000000 Penalty: 3472.562012
	Iteration 62Q: 3 clusters Score -4075272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -4075280.750000 Penalty: 3472.562012
	Iteration 63Q: 3 clusters Score -4075281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4075287.500000 Penalty: 3472.562012
	Iteration 64Q: 3 clusters Score -4075288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -4075295.500000 Penalty: 3472.562012
	Iteration 65Q: 3 clusters Score -4075296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -4075297.250000 Penalty: 3472.562012
	Iteration 66Q: 3 clusters Score -4075297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4075303.000000 Penalty: 3472.562012
	Iteration 67Q: 3 clusters Score -4075303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -4075308.250000 Penalty: 3472.562012
	Iteration 68Q: 3 clusters Score -4075308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -4075313.250000 Penalty: 3472.562012
	Iteration 69Q: 3 clusters Score -4075313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -4075319.000000 Penalty: 3472.562012
	Iteration 70Q: 3 clusters Score -4075319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -4075313.000000 Penalty: 3472.562012
	Iteration 71Q: 3 clusters Score -4075313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -4075321.000000 Penalty: 3472.562012
	Iteration 72Q: 3 clusters Score -4075321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -4075326.000000 Penalty: 3472.562012
	Iteration 73Q: 3 clusters Score -4075326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -4075325.250000 Penalty: 3472.562012
	Iteration 74Q: 3 clusters Score -4075325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -4075327.500000 Penalty: 3472.562012
	Iteration 75Q: 3 clusters Score -4075328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -4075325.250000 Penalty: 3472.562012
	Iteration 76Q: 3 clusters Score -4075325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -4075329.500000 Penalty: 3472.562012
	Iteration 77Q: 3 clusters Score -4075330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -4075327.250000 Penalty: 3472.562012
	Iteration 78Q: 3 clusters Score -4075327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -4075325.500000 Penalty: 3472.562012
	Iteration 79Q: 3 clusters Score -4075326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -4075329.500000 Penalty: 3472.562012
	Iteration 80F: 3 clusters Score -4075330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4075329.750000 Penalty: 3472.562012
	Iteration 81Q: 3 clusters Score -4075330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -4075330.750000 Penalty: 3472.562012
	Iteration 82Q: 3 clusters Score -4075331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -4075330.750000 Penalty: 3472.562012
	Iteration 83F: 3 clusters Score -4075331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Entering Unmasked Estep 
Score: -869954.062500 Penalty: 1484.432617
	Iteration 0F: 2 clusters Score -869954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -863209.312500 Penalty: 2968.865234
	Iteration 0F: 3 clusters Score -863209.3 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -865331.375000 Penalty: 2968.865234
	Iteration 1F: 3 clusters Score -865331.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -865584.187500 Penalty: 2968.865234
	Iteration 2F: 3 clusters Score -865584.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -865795.062500 Penalty: 2968.865234
	Iteration 3F: 3 clusters Score -865795.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -865986.437500 Penalty: 2968.865234
	Iteration 4Q: 3 clusters Score -865986.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -866227.125000 Penalty: 2968.865234
	Iteration 5Q: 3 clusters Score -866227.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -866531.125000 Penalty: 2968.865234
	Iteration 6F: 3 clusters Score -866531.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -866896.000000 Penalty: 2968.865234
	Iteration 7F: 3 clusters Score -866896 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -867309.562500 Penalty: 2968.865234
	Iteration 8F: 3 clusters Score -867309.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -867725.875000 Penalty: 2968.865234
	Iteration 9F: 3 clusters Score -867725.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -868136.125000 Penalty: 2968.865234
	Iteration 10Q: 3 clusters Score -868136.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -868448.437500 Penalty: 2968.865234
	Iteration 11Q: 3 clusters Score -868448.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -868670.000000 Penalty: 2968.865234
	Iteration 12Q: 3 clusters Score -868670 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -868792.000000 Penalty: 2968.865234
	Iteration 13Q: 3 clusters Score -868792 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -868869.062500 Penalty: 2968.865234
	Iteration 14Q: 3 clusters Score -868869.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -868914.812500 Penalty: 2968.865234
	Iteration 15Q: 3 clusters Score -868914.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -868942.500000 Penalty: 2968.865234
	Iteration 16Q: 3 clusters Score -868942.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -868962.250000 Penalty: 2968.865234
	Iteration 17Q: 3 clusters Score -868962.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -868970.625000 Penalty: 2968.865234
	Iteration 18Q: 3 clusters Score -868970.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -868975.062500 Penalty: 2968.865234
	Iteration 19Q: 3 clusters Score -868975.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -868979.187500 Penalty: 2968.865234
	Iteration 20F: 3 clusters Score -868979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -868981.125000 Penalty: 2968.865234
	Iteration 21Q: 3 clusters Score -868981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -868980.687500 Penalty: 2968.865234
	Iteration 22Q: 3 clusters Score -868980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -868981.375000 Penalty: 2968.865234
	Iteration 23Q: 3 clusters Score -868981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -868981.375000 Penalty: 2968.865234
	Iteration 24F: 3 clusters Score -868981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 315840 members 
Mstep: Class 2 contains 36737 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 8 contains 41437 members 
Mstep: Class 9 contains 18988 members 
Mstep: Class 14 contains 14841 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 21391 members 
Mstep: Class 19 contains 30703 members 
Mstep: Class 20 contains 61277 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43687 members 
Mstep: Class 23 contains 9274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546892.000000 Penalty: 28115.259766
Iteration 159Q: 14 clusters Score -5.454689e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316637 members 
Mstep: Class 2 contains 36625 members 
Mstep: Class 3 contains 4898 members 
Mstep: Class 8 contains 41342 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 14 contains 14654 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 21242 members 
Mstep: Class 19 contains 30644 members 
Mstep: Class 20 contains 61116 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 43513 members 
Mstep: Class 23 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546604.000000 Penalty: 28115.259766
Iteration 160F: 14 clusters Score -5.45466e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317050 members 
Mstep: Class 2 contains 36529 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 8 contains 41264 members 
Mstep: Class 9 contains 19079 members 
Mstep: Class 14 contains 14491 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 16 contains 21166 members 
Mstep: Class 19 contains 30580 members 
Mstep: Class 20 contains 61048 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 43414 members 
Mstep: Class 23 contains 9588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546440.000000 Penalty: 28115.259766
Iteration 161Q: 14 clusters Score -5.454644e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317255 members 
Mstep: Class 2 contains 36466 members 
Mstep: Class 3 contains 4876 members 
Mstep: Class 8 contains 41201 members 
Mstep: Class 9 contains 19131 members 
Mstep: Class 14 contains 14361 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 21133 members 
Mstep: Class 19 contains 30502 members 
Mstep: Class 20 contains 61014 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 43365 members 
Mstep: Class 23 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546172.000000 Penalty: 28115.259766
Iteration 162Q: 14 clusters Score -5.454617e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317332 members 
Mstep: Class 2 contains 36426 members 
Mstep: Class 3 contains 4871 members 
Mstep: Class 8 contains 41146 members 
Mstep: Class 9 contains 19192 members 
Mstep: Class 14 contains 14244 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 19 contains 30435 members 
Mstep: Class 20 contains 61012 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 43336 members 
Mstep: Class 23 contains 10002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545972.000000 Penalty: 28115.259766
Iteration 163Q: 14 clusters Score -5.454597e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317331 members 
Mstep: Class 2 contains 36409 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 19267 members 
Mstep: Class 14 contains 14124 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 21107 members 
Mstep: Class 19 contains 30370 members 
Mstep: Class 20 contains 61006 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 43327 members 
Mstep: Class 23 contains 10214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546052.000000 Penalty: 28115.259766
Iteration 164Q: 14 clusters Score -5.454605e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317272 members 
Mstep: Class 2 contains 36404 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 8 contains 41065 members 
Mstep: Class 9 contains 19326 members 
Mstep: Class 14 contains 14023 members 
Mstep: Class 15 contains 2360 members 
Mstep: Class 16 contains 21105 members 
Mstep: Class 19 contains 30325 members 
Mstep: Class 20 contains 60999 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 43319 members 
Mstep: Class 23 contains 10428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546112.000000 Penalty: 28115.259766
Iteration 165Q: 14 clusters Score -5.454611e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317270 members 
Mstep: Class 2 contains 36392 members 
Mstep: Class 3 contains 4858 members 
Mstep: Class 8 contains 41038 members 
Mstep: Class 9 contains 19390 members 
Mstep: Class 14 contains 13915 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 19 contains 30294 members 
Mstep: Class 20 contains 60977 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 43318 members 
Mstep: Class 23 contains 10583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545928.000000 Penalty: 28115.259766
Iteration 166Q: 14 clusters Score -5.454593e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317254 members 
Mstep: Class 2 contains 36387 members 
Mstep: Class 3 contains 4852 members 
Mstep: Class 8 contains 41011 members 
Mstep: Class 9 contains 19447 members 
Mstep: Class 14 contains 13827 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 19 contains 30269 members 
Mstep: Class 20 contains 60941 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 43327 members 
Mstep: Class 23 contains 10721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545920.000000 Penalty: 28115.259766
Iteration 167Q: 14 clusters Score -5.454592e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317215 members 
Mstep: Class 2 contains 36384 members 
Mstep: Class 3 contains 4850 members 
Mstep: Class 8 contains 40997 members 
Mstep: Class 9 contains 19492 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 60903 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 43336 members 
Mstep: Class 23 contains 10865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545956.000000 Penalty: 28115.259766
Iteration 168Q: 14 clusters Score -5.454596e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317178 members 
Mstep: Class 2 contains 36383 members 
Mstep: Class 3 contains 4850 members 
Mstep: Class 8 contains 40990 members 
Mstep: Class 9 contains 19536 members 
Mstep: Class 14 contains 13645 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 19 contains 30240 members 
Mstep: Class 20 contains 60863 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 43354 members 
Mstep: Class 23 contains 10995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546060.000000 Penalty: 28115.259766
Iteration 169Q: 14 clusters Score -5.454606e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317165 members 
Mstep: Class 2 contains 36369 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 8 contains 40977 members 
Mstep: Class 9 contains 19588 members 
Mstep: Class 14 contains 13563 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 21114 members 
Mstep: Class 19 contains 30218 members 
Mstep: Class 20 contains 60827 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 43349 members 
Mstep: Class 23 contains 11129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546004.000000 Penalty: 28115.259766
Iteration 170Q: 14 clusters Score -5.4546e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317142 members 
Mstep: Class 2 contains 36361 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 8 contains 40977 members 
Mstep: Class 9 contains 19637 members 
Mstep: Class 14 contains 13496 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 19 contains 30193 members 
Mstep: Class 20 contains 60799 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 43338 members 
Mstep: Class 23 contains 11239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546068.000000 Penalty: 28115.259766
Iteration 171Q: 14 clusters Score -5.454607e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317119 members 
Mstep: Class 2 contains 36358 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 8 contains 40986 members 
Mstep: Class 9 contains 19670 members 
Mstep: Class 14 contains 13427 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 21126 members 
Mstep: Class 19 contains 30180 members 
Mstep: Class 20 contains 60773 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 43332 members 
Mstep: Class 23 contains 11332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54546008.000000 Penalty: 28115.259766
Iteration 172Q: 14 clusters Score -5.454601e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317103 members 
Mstep: Class 2 contains 36361 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 8 contains 40984 members 
Mstep: Class 9 contains 19705 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 19 contains 30164 members 
Mstep: Class 20 contains 60758 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 43319 members 
Mstep: Class 23 contains 11414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545932.000000 Penalty: 28115.259766
Iteration 173Q: 14 clusters Score -5.454593e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317105 members 
Mstep: Class 2 contains 36363 members 
Mstep: Class 3 contains 4845 members 
Mstep: Class 8 contains 40987 members 
Mstep: Class 9 contains 19734 members 
Mstep: Class 14 contains 13293 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 21137 members 
Mstep: Class 19 contains 30148 members 
Mstep: Class 20 contains 60730 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 43311 members 
Mstep: Class 23 contains 11499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545892.000000 Penalty: 28115.259766
Iteration 174Q: 14 clusters Score -5.454589e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317118 members 
Mstep: Class 2 contains 36358 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 8 contains 40993 members 
Mstep: Class 9 contains 19771 members 
Mstep: Class 14 contains 13208 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 21145 members 
Mstep: Class 19 contains 30133 members 
Mstep: Class 20 contains 60708 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 43299 members 
Mstep: Class 23 contains 11578 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 14 clusters Score -5.454588e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317117 members 
Mstep: Class 2 contains 36354 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 8 contains 41002 members 
Mstep: Class 9 contains 19804 members 
Mstep: Class 14 contains 13141 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 21149 members 
Mstep: Class 19 contains 30118 members 
Mstep: Class 20 contains 60699 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 43282 members 
Mstep: Class 23 contains 11647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 14 clusters Score -5.454577e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317105 members 
Mstep: Class 2 contains 36356 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 8 contains 41012 members 
Mstep: Class 9 contains 19840 members 
Mstep: Class 14 contains 13077 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 21156 members 
Mstep: Class 19 contains 30105 members 
Mstep: Class 20 contains 60701 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 43270 members 
Mstep: Class 23 contains 11698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545752.000000 Penalty: 28115.259766
Iteration 177Q: 14 clusters Score -5.454575e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317089 members 
Mstep: Class 2 contains 36357 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 8 contains 41030 members 
Mstep: Class 9 contains 19873 members 
Mstep: Class 14 contains 13014 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 21164 members 
Mstep: Class 19 contains 30095 members 
Mstep: Class 20 contains 60704 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 11744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545704.000000 Penalty: 28115.259766
Iteration 178Q: 14 clusters Score -5.45457e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317074 members 
Mstep: Class 2 contains 36360 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 8 contains 41044 members 
Mstep: Class 9 contains 19897 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21169 members 
Mstep: Class 19 contains 30078 members 
Mstep: Class 20 contains 60705 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 43246 members 
Mstep: Class 23 contains 11791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545676.000000 Penalty: 28115.259766
Iteration 179Q: 14 clusters Score -5.454568e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317064 members 
Mstep: Class 2 contains 36358 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 8 contains 41055 members 
Mstep: Class 9 contains 19919 members 
Mstep: Class 14 contains 12932 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21172 members 
Mstep: Class 19 contains 30056 members 
Mstep: Class 20 contains 60706 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 43241 members 
Mstep: Class 23 contains 11833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545612.000000 Penalty: 28115.259766
Iteration 180F: 14 clusters Score -5.454561e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317054 members 
Mstep: Class 2 contains 36360 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 8 contains 41063 members 
Mstep: Class 9 contains 19938 members 
Mstep: Class 14 contains 12898 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 21174 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 60691 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 43241 members 
Mstep: Class 23 contains 11868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545644.000000 Penalty: 28115.259766
Iteration 181Q: 14 clusters Score -5.454564e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317063 members 
Mstep: Class 2 contains 36355 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 8 contains 41071 members 
Mstep: Class 9 contains 19956 members 
Mstep: Class 14 contains 12857 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 21176 members 
Mstep: Class 19 contains 30041 members 
Mstep: Class 20 contains 60683 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 43238 members 
Mstep: Class 23 contains 11895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545672.000000 Penalty: 28115.259766
Iteration 182Q: 14 clusters Score -5.454567e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317085 members 
Mstep: Class 2 contains 36352 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 8 contains 41079 members 
Mstep: Class 9 contains 19964 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 21179 members 
Mstep: Class 19 contains 30035 members 
Mstep: Class 20 contains 60677 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 43233 members 
Mstep: Class 23 contains 11920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545528.000000 Penalty: 28115.259766
Iteration 183Q: 14 clusters Score -5.454553e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317105 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 8 contains 41083 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 14 contains 12768 members 
Mstep: Class 15 contains 2322 members 
Mstep: Class 16 contains 21182 members 
Mstep: Class 19 contains 30029 members 
Mstep: Class 20 contains 60675 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 43228 members 
Mstep: Class 23 contains 11948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545516.000000 Penalty: 28115.259766
Iteration 184Q: 14 clusters Score -5.454552e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317132 members 
Mstep: Class 2 contains 36347 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 8 contains 41082 members 
Mstep: Class 9 contains 19971 members 
Mstep: Class 14 contains 12724 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 21186 members 
Mstep: Class 19 contains 30025 members 
Mstep: Class 20 contains 60674 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 43219 members 
Mstep: Class 23 contains 11976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545428.000000 Penalty: 28115.259766
Iteration 185Q: 14 clusters Score -5.454543e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317156 members 
Mstep: Class 2 contains 36344 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 8 contains 41081 members 
Mstep: Class 9 contains 19972 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 21191 members 
Mstep: Class 19 contains 30022 members 
Mstep: Class 20 contains 60672 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 43210 members 
Mstep: Class 23 contains 12003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545428.000000 Penalty: 28115.259766
Iteration 186Q: 14 clusters Score -5.454543e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317164 members 
Mstep: Class 2 contains 36340 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 8 contains 41086 members 
Mstep: Class 9 contains 19977 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 30019 members 
Mstep: Class 20 contains 60671 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 43208 members 
Mstep: Class 23 contains 12032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545448.000000 Penalty: 28115.259766
Iteration 187Q: 14 clusters Score -5.454545e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317162 members 
Mstep: Class 2 contains 36341 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 8 contains 41090 members 
Mstep: Class 9 contains 19984 members 
Mstep: Class 14 contains 12610 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 30013 members 
Mstep: Class 20 contains 60672 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 43208 members 
Mstep: Class 23 contains 12063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545412.000000 Penalty: 28115.259766
Iteration 188Q: 14 clusters Score -5.454541e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317144 members 
Mstep: Class 2 contains 36344 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 8 contains 41092 members 
Mstep: Class 9 contains 19990 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30013 members 
Mstep: Class 20 contains 60675 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 43208 members 
Mstep: Class 23 contains 12099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545400.000000 Penalty: 28115.259766
Iteration 189Q: 14 clusters Score -5.45454e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317123 members 
Mstep: Class 2 contains 36343 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 20005 members 
Mstep: Class 14 contains 12557 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21199 members 
Mstep: Class 19 contains 30008 members 
Mstep: Class 20 contains 60672 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43207 members 
Mstep: Class 23 contains 12131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545376.000000 Penalty: 28115.259766
Iteration 190Q: 14 clusters Score -5.454538e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317097 members 
Mstep: Class 2 contains 36345 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41099 members 
Mstep: Class 9 contains 20015 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21202 members 
Mstep: Class 19 contains 30009 members 
Mstep: Class 20 contains 60663 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43208 members 
Mstep: Class 23 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545428.000000 Penalty: 28115.259766
Iteration 191Q: 14 clusters Score -5.454543e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317057 members 
Mstep: Class 2 contains 36351 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41103 members 
Mstep: Class 9 contains 20027 members 
Mstep: Class 14 contains 12525 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21204 members 
Mstep: Class 19 contains 30013 members 
Mstep: Class 20 contains 60650 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43207 members 
Mstep: Class 23 contains 12208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545456.000000 Penalty: 28115.259766
Iteration 192Q: 14 clusters Score -5.454546e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317012 members 
Mstep: Class 2 contains 36351 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41104 members 
Mstep: Class 9 contains 20043 members 
Mstep: Class 14 contains 12509 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21203 members 
Mstep: Class 19 contains 30015 members 
Mstep: Class 20 contains 60643 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43207 members 
Mstep: Class 23 contains 12258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545468.000000 Penalty: 28115.259766
Iteration 193Q: 14 clusters Score -5.454547e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316964 members 
Mstep: Class 2 contains 36351 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41107 members 
Mstep: Class 9 contains 20058 members 
Mstep: Class 14 contains 12501 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21202 members 
Mstep: Class 19 contains 30013 members 
Mstep: Class 20 contains 60636 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43205 members 
Mstep: Class 23 contains 12308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545496.000000 Penalty: 28115.259766
Iteration 194Q: 14 clusters Score -5.45455e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316930 members 
Mstep: Class 2 contains 36355 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41113 members 
Mstep: Class 9 contains 20073 members 
Mstep: Class 14 contains 12493 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21201 members 
Mstep: Class 19 contains 30013 members 
Mstep: Class 20 contains 60625 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43194 members 
Mstep: Class 23 contains 12348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545568.000000 Penalty: 28115.259766
Iteration 195Q: 14 clusters Score -5.454557e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316882 members 
Mstep: Class 2 contains 36361 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41120 members 
Mstep: Class 9 contains 20090 members 
Mstep: Class 14 contains 12485 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21201 members 
Mstep: Class 19 contains 30011 members 
Mstep: Class 20 contains 60624 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43185 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545548.000000 Penalty: 28115.259766
Iteration 196Q: 14 clusters Score -5.454555e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316842 members 
Mstep: Class 2 contains 36365 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41132 members 
Mstep: Class 9 contains 20104 members 
Mstep: Class 14 contains 12474 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21201 members 
Mstep: Class 19 contains 30013 members 
Mstep: Class 20 contains 60625 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43174 members 
Mstep: Class 23 contains 12415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545568.000000 Penalty: 28115.259766
Iteration 197Q: 14 clusters Score -5.454557e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316796 members 
Mstep: Class 2 contains 36369 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41150 members 
Mstep: Class 9 contains 20116 members 
Mstep: Class 14 contains 12468 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21201 members 
Mstep: Class 19 contains 30016 members 
Mstep: Class 20 contains 60623 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43165 members 
Mstep: Class 23 contains 12441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 14 clusters Score -5.454561e+07 nChanged 76
Entering ConstructFrom: 
Score: -54545608.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (316781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316781 members 
Entering Unmasked Estep 
Score: -28986742.000000 Penalty: 2058.219482
	Iteration 0F: 2 clusters Score -2.898674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Mstep: Class 2 contains 158776 members 
Entering Unmasked Estep 
Score: -28781338.000000 Penalty: 4116.438965
	Iteration 0F: 3 clusters Score -2.878134e+07 nChanged 154592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149161 members 
Mstep: Class 2 contains 167620 members 
Entering Unmasked Estep 
Score: -28874244.000000 Penalty: 4116.438965
	Iteration 1F: 3 clusters Score -2.887424e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143675 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -28875998.000000 Penalty: 4116.438965
	Iteration 2Q: 3 clusters Score -2.8876e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134900 members 
Mstep: Class 2 contains 181881 members 
Entering Unmasked Estep 
Score: -28879164.000000 Penalty: 4116.438965
	Iteration 3Q: 3 clusters Score -2.887916e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121419 members 
Mstep: Class 2 contains 195362 members 
Entering Unmasked Estep 
Score: -28885476.000000 Penalty: 4116.438965
	Iteration 4Q: 3 clusters Score -2.888548e+07 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 214888 members 
Entering Unmasked Estep 
Score: -28897578.000000 Penalty: 4116.438965
	Iteration 5F: 3 clusters Score -2.889758e+07 nChanged 25889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 240689 members 
Entering Unmasked Estep 
Score: -28918000.000000 Penalty: 4116.438965
	Iteration 6F: 3 clusters Score -2.8918e+07 nChanged 28764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 269425 members 
Entering Unmasked Estep 
Score: -28944640.000000 Penalty: 4116.438965
	Iteration 7F: 3 clusters Score -2.894464e+07 nChanged 24138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 293563 members 
Entering Unmasked Estep 
Score: -28969006.000000 Penalty: 4116.438965
	Iteration 8F: 3 clusters Score -2.896901e+07 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 307684 members 
Entering Unmasked Estep 
Score: -28979726.000000 Penalty: 4116.438965
	Iteration 9Q: 3 clusters Score -2.897973e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 313589 members 
Entering Unmasked Estep 
Score: -28983220.000000 Penalty: 4116.438965
	Iteration 10Q: 3 clusters Score -2.898322e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 315577 members 
Entering Unmasked Estep 
Score: -28984350.000000 Penalty: 4116.438965
	Iteration 11Q: 3 clusters Score -2.898435e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 316181 members 
Entering Unmasked Estep 
Score: -28984638.000000 Penalty: 4116.438965
	Iteration 12Q: 3 clusters Score -2.898464e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 316365 members 
Entering Unmasked Estep 
Score: -28984776.000000 Penalty: 4116.438965
	Iteration 13Q: 3 clusters Score -2.898478e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 316430 members 
Entering Unmasked Estep 
Score: -28984846.000000 Penalty: 4116.438965
	Iteration 14Q: 3 clusters Score -2.898485e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 316461 members 
Entering Unmasked Estep 
Score: -28984862.000000 Penalty: 4116.438965
	Iteration 15Q: 3 clusters Score -2.898486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 316484 members 
Entering Unmasked Estep 
Score: -28984870.000000 Penalty: 4116.438965
	Iteration 16Q: 3 clusters Score -2.898487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 316495 members 
Entering Unmasked Estep 
Score: -28984900.000000 Penalty: 4116.438965
	Iteration 17Q: 3 clusters Score -2.89849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 316502 members 
Entering Unmasked Estep 
Score: -28984902.000000 Penalty: 4116.438965
	Iteration 18Q: 3 clusters Score -2.89849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316506 members 
Entering Unmasked Estep 
Score: -28984914.000000 Penalty: 4116.438965
	Iteration 19Q: 3 clusters Score -2.898491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 316510 members 
Entering Unmasked Estep 
Score: -28984910.000000 Penalty: 4116.438965
	Iteration 20F: 3 clusters Score -2.898491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 316513 members 
Entering Unmasked Estep 
Score: -28984920.000000 Penalty: 4116.438965
	Iteration 21Q: 3 clusters Score -2.898492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 316517 members 
Entering Unmasked Estep 
Score: -28984912.000000 Penalty: 4116.438965
	Iteration 22Q: 3 clusters Score -2.898491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 316519 members 
Entering Unmasked Estep 
Score: -28984938.000000 Penalty: 4116.438965
	Iteration 23Q: 3 clusters Score -2.898494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 316518 members 
Entering Unmasked Estep 
Score: -28984922.000000 Penalty: 4116.438965
	Iteration 24Q: 3 clusters Score -2.898492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 316518 members 
Entering Unmasked Estep 
Score: -28984922.000000 Penalty: 4116.438965
	Iteration 25F: 3 clusters Score -2.898492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Entering Unmasked Estep 
Score: -3397403.500000 Penalty: 1706.507080
	Iteration 0F: 2 clusters Score -3397404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3372804.500000 Penalty: 3413.014160
	Iteration 0F: 3 clusters Score -3372804 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3382613.750000 Penalty: 3413.014160
	Iteration 1F: 3 clusters Score -3382614 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3383188.000000 Penalty: 3413.014160
	Iteration 2Q: 3 clusters Score -3383188 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3383905.500000 Penalty: 3413.014160
	Iteration 3Q: 3 clusters Score -3383906 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3384728.000000 Penalty: 3413.014160
	Iteration 4Q: 3 clusters Score -3384728 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3385763.500000 Penalty: 3413.014160
	Iteration 5Q: 3 clusters Score -3385764 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3387117.250000 Penalty: 3413.014160
	Iteration 6F: 3 clusters Score -3387117 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3388657.250000 Penalty: 3413.014160
	Iteration 7F: 3 clusters Score -3388657 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3389986.750000 Penalty: 3413.014160
	Iteration 8F: 3 clusters Score -3389987 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3390838.250000 Penalty: 3413.014160
	Iteration 9Q: 3 clusters Score -3390838 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3391169.250000 Penalty: 3413.014160
	Iteration 10Q: 3 clusters Score -3391169 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3391299.250000 Penalty: 3413.014160
	Iteration 11Q: 3 clusters Score -3391299 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3391398.750000 Penalty: 3413.014160
	Iteration 12Q: 3 clusters Score -3391399 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3391434.750000 Penalty: 3413.014160
	Iteration 13Q: 3 clusters Score -3391435 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3391485.500000 Penalty: 3413.014160
	Iteration 14Q: 3 clusters Score -3391486 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3391537.500000 Penalty: 3413.014160
	Iteration 15Q: 3 clusters Score -3391538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3391590.000000 Penalty: 3413.014160
	Iteration 16Q: 3 clusters Score -3391590 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3391636.750000 Penalty: 3413.014160
	Iteration 17Q: 3 clusters Score -3391637 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3391690.750000 Penalty: 3413.014160
	Iteration 18Q: 3 clusters Score -3391691 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3391756.500000 Penalty: 3413.014160
	Iteration 19Q: 3 clusters Score -3391756 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3391821.000000 Penalty: 3413.014160
	Iteration 20F: 3 clusters Score -3391821 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3391880.500000 Penalty: 3413.014160
	Iteration 21Q: 3 clusters Score -3391880 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3391954.750000 Penalty: 3413.014160
	Iteration 22Q: 3 clusters Score -3391955 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3392042.000000 Penalty: 3413.014160
	Iteration 23Q: 3 clusters Score -3392042 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3392127.250000 Penalty: 3413.014160
	Iteration 24Q: 3 clusters Score -3392127 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3392213.500000 Penalty: 3413.014160
	Iteration 25Q: 3 clusters Score -3392214 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3392327.000000 Penalty: 3413.014160
	Iteration 26Q: 3 clusters Score -3392327 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3392438.500000 Penalty: 3413.014160
	Iteration 27Q: 3 clusters Score -3392438 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3392569.250000 Penalty: 3413.014160
	Iteration 28Q: 3 clusters Score -3392569 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3392734.750000 Penalty: 3413.014160
	Iteration 29Q: 3 clusters Score -3392735 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3392928.500000 Penalty: 3413.014160
	Iteration 30Q: 3 clusters Score -3392928 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -3393156.500000 Penalty: 3413.014160
	Iteration 31Q: 3 clusters Score -3393156 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3393411.000000 Penalty: 3413.014160
	Iteration 32Q: 3 clusters Score -3393411 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3393641.000000 Penalty: 3413.014160
	Iteration 33Q: 3 clusters Score -3393641 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -3393874.750000 Penalty: 3413.014160
	Iteration 34Q: 3 clusters Score -3393875 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -3394141.750000 Penalty: 3413.014160
	Iteration 35Q: 3 clusters Score -3394142 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -3394402.750000 Penalty: 3413.014160
	Iteration 36Q: 3 clusters Score -3394403 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -3394660.250000 Penalty: 3413.014160
	Iteration 37Q: 3 clusters Score -3394660 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3394899.500000 Penalty: 3413.014160
	Iteration 38Q: 3 clusters Score -3394900 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -3395090.500000 Penalty: 3413.014160
	Iteration 39Q: 3 clusters Score -3395090 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -3395262.000000 Penalty: 3413.014160
	Iteration 40F: 3 clusters Score -3395262 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -3395379.000000 Penalty: 3413.014160
	Iteration 41Q: 3 clusters Score -3395379 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -3395490.500000 Penalty: 3413.014160
	Iteration 42Q: 3 clusters Score -3395490 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -3395585.000000 Penalty: 3413.014160
	Iteration 43Q: 3 clusters Score -3395585 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -3395671.250000 Penalty: 3413.014160
	Iteration 44Q: 3 clusters Score -3395671 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -3395730.250000 Penalty: 3413.014160
	Iteration 45Q: 3 clusters Score -3395730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -3395775.500000 Penalty: 3413.014160
	Iteration 46Q: 3 clusters Score -3395776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -3395815.750000 Penalty: 3413.014160
	Iteration 47Q: 3 clusters Score -3395816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -3395836.250000 Penalty: 3413.014160
	Iteration 48Q: 3 clusters Score -3395836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -3395869.250000 Penalty: 3413.014160
	Iteration 49Q: 3 clusters Score -3395869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -3395895.000000 Penalty: 3413.014160
	Iteration 50Q: 3 clusters Score -3395895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -3395917.250000 Penalty: 3413.014160
	Iteration 51Q: 3 clusters Score -3395917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -3395938.750000 Penalty: 3413.014160
	Iteration 52Q: 3 clusters Score -3395939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -3395950.750000 Penalty: 3413.014160
	Iteration 53Q: 3 clusters Score -3395951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -3395972.750000 Penalty: 3413.014160
	Iteration 54Q: 3 clusters Score -3395973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -3395979.750000 Penalty: 3413.014160
	Iteration 55Q: 3 clusters Score -3395980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -3395982.000000 Penalty: 3413.014160
	Iteration 56Q: 3 clusters Score -3395982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -3395989.500000 Penalty: 3413.014160
	Iteration 57Q: 3 clusters Score -3395990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -3395991.500000 Penalty: 3413.014160
	Iteration 58Q: 3 clusters Score -3395992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -3395993.000000 Penalty: 3413.014160
	Iteration 59Q: 3 clusters Score -3395993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -3395994.750000 Penalty: 3413.014160
	Iteration 60F: 3 clusters Score -3395995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3395992.250000 Penalty: 3413.014160
	Iteration 61Q: 3 clusters Score -3395992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -3395995.000000 Penalty: 3413.014160
	Iteration 62Q: 3 clusters Score -3395995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -3396000.750000 Penalty: 3413.014160
	Iteration 63Q: 3 clusters Score -3396001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -3396002.750000 Penalty: 3413.014160
	Iteration 64Q: 3 clusters Score -3396003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -3396007.250000 Penalty: 3413.014160
	Iteration 65Q: 3 clusters Score -3396007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -3396010.500000 Penalty: 3413.014160
	Iteration 66Q: 3 clusters Score -3396010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -3396011.750000 Penalty: 3413.014160
	Iteration 67Q: 3 clusters Score -3396012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3396009.500000 Penalty: 3413.014160
	Iteration 68Q: 3 clusters Score -3396010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -3396011.500000 Penalty: 3413.014160
	Iteration 69Q: 3 clusters Score -3396012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3396016.000000 Penalty: 3413.014160
	Iteration 70Q: 3 clusters Score -3396016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3396014.000000 Penalty: 3413.014160
	Iteration 71Q: 3 clusters Score -3396014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -3396014.750000 Penalty: 3413.014160
	Iteration 72Q: 3 clusters Score -3396015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -3396014.750000 Penalty: 3413.014160
	Iteration 73F: 3 clusters Score -3396015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Entering Unmasked Estep 
Score: -419272.500000 Penalty: 1378.590942
	Iteration 0F: 2 clusters Score -419272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -415382.781250 Penalty: 2757.181885
	Iteration 0F: 3 clusters Score -415382.8 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -416527.937500 Penalty: 2757.181885
	Iteration 1F: 3 clusters Score -416527.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -416845.656250 Penalty: 2757.181885
	Iteration 2F: 3 clusters Score -416845.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -417267.312500 Penalty: 2757.181885
	Iteration 3F: 3 clusters Score -417267.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -417716.562500 Penalty: 2757.181885
	Iteration 4F: 3 clusters Score -417716.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -418087.937500 Penalty: 2757.181885
	Iteration 5F: 3 clusters Score -418087.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -418440.437500 Penalty: 2757.181885
	Iteration 6F: 3 clusters Score -418440.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -418652.781250 Penalty: 2757.181885
	Iteration 7F: 3 clusters Score -418652.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -418733.406250 Penalty: 2757.181885
	Iteration 8Q: 3 clusters Score -418733.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -418771.218750 Penalty: 2757.181885
	Iteration 9Q: 3 clusters Score -418771.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -418788.218750 Penalty: 2757.181885
	Iteration 10Q: 3 clusters Score -418788.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -418795.218750 Penalty: 2757.181885
	Iteration 11Q: 3 clusters Score -418795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -418799.250000 Penalty: 2757.181885
	Iteration 12Q: 3 clusters Score -418799.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -418803.031250 Penalty: 2757.181885
	Iteration 13Q: 3 clusters Score -418803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -418807.406250 Penalty: 2757.181885
	Iteration 14Q: 3 clusters Score -418807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -418807.843750 Penalty: 2757.181885
	Iteration 15Q: 3 clusters Score -418807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -418808.312500 Penalty: 2757.181885
	Iteration 16Q: 3 clusters Score -418808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -418808.937500 Penalty: 2757.181885
	Iteration 17Q: 3 clusters Score -418808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -418809.343750 Penalty: 2757.181885
	Iteration 18Q: 3 clusters Score -418809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -418808.718750 Penalty: 2757.181885
	Iteration 19Q: 3 clusters Score -418808.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -418809.750000 Penalty: 2757.181885
	Iteration 20F: 3 clusters Score -418809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -418809.656250 Penalty: 2757.181885
	Iteration 21Q: 3 clusters Score -418809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -418809.656250 Penalty: 2757.181885
	Iteration 22F: 3 clusters Score -418809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Entering Unmasked Estep 
Score: -3841746.750000 Penalty: 1726.578979
	Iteration 0F: 2 clusters Score -3841747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3814080.250000 Penalty: 3453.157959
	Iteration 0F: 3 clusters Score -3814080 nChanged 19377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3824890.500000 Penalty: 3453.157959
	Iteration 1F: 3 clusters Score -3824890 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3825588.250000 Penalty: 3453.157959
	Iteration 2Q: 3 clusters Score -3825588 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3826601.000000 Penalty: 3453.157959
	Iteration 3Q: 3 clusters Score -3826601 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3828214.000000 Penalty: 3453.157959
	Iteration 4F: 3 clusters Score -3828214 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3830439.000000 Penalty: 3453.157959
	Iteration 5F: 3 clusters Score -3830439 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -3833234.500000 Penalty: 3453.157959
	Iteration 6F: 3 clusters Score -3833234 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -3835981.500000 Penalty: 3453.157959
	Iteration 7F: 3 clusters Score -3835982 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -3838021.750000 Penalty: 3453.157959
	Iteration 8F: 3 clusters Score -3838022 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -3839139.500000 Penalty: 3453.157959
	Iteration 9Q: 3 clusters Score -3839140 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -3839746.750000 Penalty: 3453.157959
	Iteration 10Q: 3 clusters Score -3839747 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -3840009.500000 Penalty: 3453.157959
	Iteration 11Q: 3 clusters Score -3840010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -3840126.750000 Penalty: 3453.157959
	Iteration 12Q: 3 clusters Score -3840127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -3840187.750000 Penalty: 3453.157959
	Iteration 13Q: 3 clusters Score -3840188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -3840225.500000 Penalty: 3453.157959
	Iteration 14Q: 3 clusters Score -3840226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -3840244.750000 Penalty: 3453.157959
	Iteration 15Q: 3 clusters Score -3840245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -3840253.250000 Penalty: 3453.157959
	Iteration 16Q: 3 clusters Score -3840253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -3840264.750000 Penalty: 3453.157959
	Iteration 17Q: 3 clusters Score -3840265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -3840277.500000 Penalty: 3453.157959
	Iteration 18Q: 3 clusters Score -3840278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -3840286.750000 Penalty: 3453.157959
	Iteration 19Q: 3 clusters Score -3840287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -3840297.000000 Penalty: 3453.157959
	Iteration 20F: 3 clusters Score -3840297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -3840308.500000 Penalty: 3453.157959
	Iteration 21Q: 3 clusters Score -3840308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -3840312.250000 Penalty: 3453.157959
	Iteration 22Q: 3 clusters Score -3840312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -3840321.750000 Penalty: 3453.157959
	Iteration 23Q: 3 clusters Score -3840322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -3840328.250000 Penalty: 3453.157959
	Iteration 24Q: 3 clusters Score -3840328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -3840331.750000 Penalty: 3453.157959
	Iteration 25Q: 3 clusters Score -3840332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -3840331.250000 Penalty: 3453.157959
	Iteration 26Q: 3 clusters Score -3840331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -3840334.250000 Penalty: 3453.157959
	Iteration 27Q: 3 clusters Score -3840334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -3840336.250000 Penalty: 3453.157959
	Iteration 28Q: 3 clusters Score -3840336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -3840338.750000 Penalty: 3453.157959
	Iteration 29Q: 3 clusters Score -3840339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -3840338.500000 Penalty: 3453.157959
	Iteration 30Q: 3 clusters Score -3840338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -3840340.500000 Penalty: 3453.157959
	Iteration 31Q: 3 clusters Score -3840340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -3840340.500000 Penalty: 3453.157959
	Iteration 32F: 3 clusters Score -3840340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Entering Unmasked Estep 
Score: -1885295.000000 Penalty: 1610.329224
	Iteration 0F: 2 clusters Score -1885295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1871574.625000 Penalty: 3220.658447
	Iteration 0F: 3 clusters Score -1871575 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1876641.625000 Penalty: 3220.658447
	Iteration 1F: 3 clusters Score -1876642 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1877176.375000 Penalty: 3220.658447
	Iteration 2F: 3 clusters Score -1877176 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1877805.125000 Penalty: 3220.658447
	Iteration 3F: 3 clusters Score -1877805 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1878526.125000 Penalty: 3220.658447
	Iteration 4F: 3 clusters Score -1878526 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1879411.000000 Penalty: 3220.658447
	Iteration 5F: 3 clusters Score -1879411 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1880470.750000 Penalty: 3220.658447
	Iteration 6F: 3 clusters Score -1880471 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1881691.125000 Penalty: 3220.658447
	Iteration 7F: 3 clusters Score -1881691 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1882683.500000 Penalty: 3220.658447
	Iteration 8F: 3 clusters Score -1882684 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1883284.750000 Penalty: 3220.658447
	Iteration 9Q: 3 clusters Score -1883285 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1883555.125000 Penalty: 3220.658447
	Iteration 10Q: 3 clusters Score -1883555 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1883680.125000 Penalty: 3220.658447
	Iteration 11Q: 3 clusters Score -1883680 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1883759.000000 Penalty: 3220.658447
	Iteration 12Q: 3 clusters Score -1883759 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1883820.625000 Penalty: 3220.658447
	Iteration 13Q: 3 clusters Score -1883821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1883868.125000 Penalty: 3220.658447
	Iteration 14Q: 3 clusters Score -1883868 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1883899.250000 Penalty: 3220.658447
	Iteration 15Q: 3 clusters Score -1883899 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1883950.500000 Penalty: 3220.658447
	Iteration 16Q: 3 clusters Score -1883950 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1883987.625000 Penalty: 3220.658447
	Iteration 17Q: 3 clusters Score -1883988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1884029.500000 Penalty: 3220.658447
	Iteration 18Q: 3 clusters Score -1884030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1884049.750000 Penalty: 3220.658447
	Iteration 19Q: 3 clusters Score -1884050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1884064.875000 Penalty: 3220.658447
	Iteration 20F: 3 clusters Score -1884065 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1884080.625000 Penalty: 3220.658447
	Iteration 21Q: 3 clusters Score -1884081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1884102.000000 Penalty: 3220.658447
	Iteration 22Q: 3 clusters Score -1884102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1884114.625000 Penalty: 3220.658447
	Iteration 23Q: 3 clusters Score -1884115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1884121.750000 Penalty: 3220.658447
	Iteration 24Q: 3 clusters Score -1884122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1884125.500000 Penalty: 3220.658447
	Iteration 25Q: 3 clusters Score -1884126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1884131.250000 Penalty: 3220.658447
	Iteration 26Q: 3 clusters Score -1884131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1884140.625000 Penalty: 3220.658447
	Iteration 27Q: 3 clusters Score -1884141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1884145.125000 Penalty: 3220.658447
	Iteration 28Q: 3 clusters Score -1884145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1884157.750000 Penalty: 3220.658447
	Iteration 29Q: 3 clusters Score -1884158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1884162.250000 Penalty: 3220.658447
	Iteration 30Q: 3 clusters Score -1884162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1884171.625000 Penalty: 3220.658447
	Iteration 31Q: 3 clusters Score -1884172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1884179.250000 Penalty: 3220.658447
	Iteration 32Q: 3 clusters Score -1884179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1884181.125000 Penalty: 3220.658447
	Iteration 33Q: 3 clusters Score -1884181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1884188.375000 Penalty: 3220.658447
	Iteration 34Q: 3 clusters Score -1884188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1884198.250000 Penalty: 3220.658447
	Iteration 35Q: 3 clusters Score -1884198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1884201.000000 Penalty: 3220.658447
	Iteration 36Q: 3 clusters Score -1884201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1884206.625000 Penalty: 3220.658447
	Iteration 37Q: 3 clusters Score -1884207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1884208.125000 Penalty: 3220.658447
	Iteration 38Q: 3 clusters Score -1884208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1884207.875000 Penalty: 3220.658447
	Iteration 39Q: 3 clusters Score -1884208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1884217.000000 Penalty: 3220.658447
	Iteration 40F: 3 clusters Score -1884217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1884217.625000 Penalty: 3220.658447
	Iteration 41Q: 3 clusters Score -1884218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1884223.500000 Penalty: 3220.658447
	Iteration 42Q: 3 clusters Score -1884224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1884228.125000 Penalty: 3220.658447
	Iteration 43Q: 3 clusters Score -1884228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1884241.125000 Penalty: 3220.658447
	Iteration 44Q: 3 clusters Score -1884241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1884246.375000 Penalty: 3220.658447
	Iteration 45Q: 3 clusters Score -1884246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1884254.250000 Penalty: 3220.658447
	Iteration 46Q: 3 clusters Score -1884254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1884256.125000 Penalty: 3220.658447
	Iteration 47Q: 3 clusters Score -1884256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1884268.375000 Penalty: 3220.658447
	Iteration 48Q: 3 clusters Score -1884268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1884267.000000 Penalty: 3220.658447
	Iteration 49Q: 3 clusters Score -1884267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1884265.250000 Penalty: 3220.658447
	Iteration 50Q: 3 clusters Score -1884265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1884271.000000 Penalty: 3220.658447
	Iteration 51Q: 3 clusters Score -1884271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1884276.125000 Penalty: 3220.658447
	Iteration 52Q: 3 clusters Score -1884276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1884278.250000 Penalty: 3220.658447
	Iteration 53Q: 3 clusters Score -1884278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1884278.125000 Penalty: 3220.658447
	Iteration 54Q: 3 clusters Score -1884278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1884280.000000 Penalty: 3220.658447
	Iteration 55Q: 3 clusters Score -1884280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1884284.500000 Penalty: 3220.658447
	Iteration 56Q: 3 clusters Score -1884284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1884284.000000 Penalty: 3220.658447
	Iteration 57Q: 3 clusters Score -1884284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1884288.000000 Penalty: 3220.658447
	Iteration 58Q: 3 clusters Score -1884288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1884290.000000 Penalty: 3220.658447
	Iteration 59Q: 3 clusters Score -1884290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1884291.375000 Penalty: 3220.658447
	Iteration 60F: 3 clusters Score -1884291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1884295.250000 Penalty: 3220.658447
	Iteration 61Q: 3 clusters Score -1884295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1884294.375000 Penalty: 3220.658447
	Iteration 62Q: 3 clusters Score -1884294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1884300.625000 Penalty: 3220.658447
	Iteration 63Q: 3 clusters Score -1884301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1884304.000000 Penalty: 3220.658447
	Iteration 64Q: 3 clusters Score -1884304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1884304.750000 Penalty: 3220.658447
	Iteration 65Q: 3 clusters Score -1884305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1884300.250000 Penalty: 3220.658447
	Iteration 66Q: 3 clusters Score -1884300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1884298.500000 Penalty: 3220.658447
	Iteration 67Q: 3 clusters Score -1884298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1884302.000000 Penalty: 3220.658447
	Iteration 68Q: 3 clusters Score -1884302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1884300.875000 Penalty: 3220.658447
	Iteration 69Q: 3 clusters Score -1884301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1884301.250000 Penalty: 3220.658447
	Iteration 70Q: 3 clusters Score -1884301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1884301.375000 Penalty: 3220.658447
	Iteration 71Q: 3 clusters Score -1884301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1884303.125000 Penalty: 3220.658447
	Iteration 72Q: 3 clusters Score -1884303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1884302.375000 Penalty: 3220.658447
	Iteration 73Q: 3 clusters Score -1884302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1884300.375000 Penalty: 3220.658447
	Iteration 74Q: 3 clusters Score -1884300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1884302.500000 Penalty: 3220.658447
	Iteration 75Q: 3 clusters Score -1884302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1884301.500000 Penalty: 3220.658447
	Iteration 76Q: 3 clusters Score -1884302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1884301.500000 Penalty: 3220.658447
	Iteration 77F: 3 clusters Score -1884302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Entering Unmasked Estep 
Score: -1179252.125000 Penalty: 1532.394287
	Iteration 0F: 2 clusters Score -1179252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1170388.625000 Penalty: 3064.788574
	Iteration 0F: 3 clusters Score -1170389 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1173419.000000 Penalty: 3064.788574
	Iteration 1F: 3 clusters Score -1173419 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1173775.875000 Penalty: 3064.788574
	Iteration 2F: 3 clusters Score -1173776 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1174164.875000 Penalty: 3064.788574
	Iteration 3F: 3 clusters Score -1174165 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1174615.375000 Penalty: 3064.788574
	Iteration 4F: 3 clusters Score -1174615 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1175175.125000 Penalty: 3064.788574
	Iteration 5F: 3 clusters Score -1175175 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1175848.500000 Penalty: 3064.788574
	Iteration 6F: 3 clusters Score -1175848 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1176510.875000 Penalty: 3064.788574
	Iteration 7F: 3 clusters Score -1176511 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1177073.250000 Penalty: 3064.788574
	Iteration 8Q: 3 clusters Score -1177073 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1177420.750000 Penalty: 3064.788574
	Iteration 9Q: 3 clusters Score -1177421 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1177623.375000 Penalty: 3064.788574
	Iteration 10Q: 3 clusters Score -1177623 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1177753.000000 Penalty: 3064.788574
	Iteration 11Q: 3 clusters Score -1177753 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1177840.375000 Penalty: 3064.788574
	Iteration 12Q: 3 clusters Score -1177840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1177923.500000 Penalty: 3064.788574
	Iteration 13Q: 3 clusters Score -1177924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1177968.875000 Penalty: 3064.788574
	Iteration 14Q: 3 clusters Score -1177969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1178004.000000 Penalty: 3064.788574
	Iteration 15Q: 3 clusters Score -1178004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1178019.500000 Penalty: 3064.788574
	Iteration 16Q: 3 clusters Score -1178020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1178035.125000 Penalty: 3064.788574
	Iteration 17Q: 3 clusters Score -1178035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1178048.000000 Penalty: 3064.788574
	Iteration 18Q: 3 clusters Score -1178048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1178069.750000 Penalty: 3064.788574
	Iteration 19Q: 3 clusters Score -1178070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1178086.750000 Penalty: 3064.788574
	Iteration 20F: 3 clusters Score -1178087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1178097.125000 Penalty: 3064.788574
	Iteration 21Q: 3 clusters Score -1178097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1178098.375000 Penalty: 3064.788574
	Iteration 22Q: 3 clusters Score -1178098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1178097.875000 Penalty: 3064.788574
	Iteration 23Q: 3 clusters Score -1178098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1178097.875000 Penalty: 3064.788574
	Iteration 24F: 3 clusters Score -1178098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -214194.421875 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -214194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -211892.078125 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -211892.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -212368.625000 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -212368.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -212454.750000 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -212454.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212510.171875 Penalty: 2518.389648
	Iteration 3Q: 3 clusters Score -212510.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -212547.203125 Penalty: 2518.389648
	Iteration 4Q: 3 clusters Score -212547.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212580.359375 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -212580.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -212601.328125 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -212601.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -212614.484375 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -212614.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -212625.796875 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -212625.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212633.562500 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -212633.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -212642.203125 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -212642.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -212648.828125 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -212648.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212655.093750 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -212655.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -212659.406250 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -212659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -212662.250000 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -212662.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -212666.140625 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -212666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212666.687500 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -212666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212667.015625 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -212667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212667.890625 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -212667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -212668.812500 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -212668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212670.187500 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -212670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212670.968750 Penalty: 2518.389648
	Iteration 21Q: 3 clusters Score -212671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212671.109375 Penalty: 2518.389648
	Iteration 22Q: 3 clusters Score -212671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212671.109375 Penalty: 2518.389648
	Iteration 23F: 3 clusters Score -212671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Entering Unmasked Estep 
Score: -1907109.000000 Penalty: 1618.785522
	Iteration 0F: 2 clusters Score -1907109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1892647.750000 Penalty: 3237.571045
	Iteration 0F: 3 clusters Score -1892648 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1897929.625000 Penalty: 3237.571045
	Iteration 1F: 3 clusters Score -1897930 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1898259.875000 Penalty: 3237.571045
	Iteration 2Q: 3 clusters Score -1898260 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1898607.375000 Penalty: 3237.571045
	Iteration 3Q: 3 clusters Score -1898607 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1899046.875000 Penalty: 3237.571045
	Iteration 4Q: 3 clusters Score -1899047 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1899616.000000 Penalty: 3237.571045
	Iteration 5F: 3 clusters Score -1899616 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1900409.625000 Penalty: 3237.571045
	Iteration 6F: 3 clusters Score -1900410 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1901431.500000 Penalty: 3237.571045
	Iteration 7F: 3 clusters Score -1901432 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1902561.125000 Penalty: 3237.571045
	Iteration 8F: 3 clusters Score -1902561 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1903606.125000 Penalty: 3237.571045
	Iteration 9F: 3 clusters Score -1903606 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1904418.125000 Penalty: 3237.571045
	Iteration 10Q: 3 clusters Score -1904418 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -1904938.750000 Penalty: 3237.571045
	Iteration 11Q: 3 clusters Score -1904939 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -1905240.500000 Penalty: 3237.571045
	Iteration 12Q: 3 clusters Score -1905240 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1905409.750000 Penalty: 3237.571045
	Iteration 13Q: 3 clusters Score -1905410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -1905511.375000 Penalty: 3237.571045
	Iteration 14Q: 3 clusters Score -1905511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1905567.625000 Penalty: 3237.571045
	Iteration 15Q: 3 clusters Score -1905568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1905606.625000 Penalty: 3237.571045
	Iteration 16Q: 3 clusters Score -1905607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -1905628.625000 Penalty: 3237.571045
	Iteration 17Q: 3 clusters Score -1905629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -1905641.125000 Penalty: 3237.571045
	Iteration 18Q: 3 clusters Score -1905641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -1905649.750000 Penalty: 3237.571045
	Iteration 19Q: 3 clusters Score -1905650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -1905655.875000 Penalty: 3237.571045
	Iteration 20F: 3 clusters Score -1905656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -1905659.625000 Penalty: 3237.571045
	Iteration 21Q: 3 clusters Score -1905660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1905661.250000 Penalty: 3237.571045
	Iteration 22Q: 3 clusters Score -1905661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -1905663.750000 Penalty: 3237.571045
	Iteration 23Q: 3 clusters Score -1905664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -1905663.750000 Penalty: 3237.571045
	Iteration 24F: 3 clusters Score -1905664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Entering Unmasked Estep 
Score: -2814384.500000 Penalty: 1675.302246
	Iteration 0F: 2 clusters Score -2814384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2794381.250000 Penalty: 3350.604492
	Iteration 0F: 3 clusters Score -2794381 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2801876.250000 Penalty: 3350.604492
	Iteration 1F: 3 clusters Score -2801876 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2802281.500000 Penalty: 3350.604492
	Iteration 2Q: 3 clusters Score -2802282 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2802734.250000 Penalty: 3350.604492
	Iteration 3Q: 3 clusters Score -2802734 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2803340.750000 Penalty: 3350.604492
	Iteration 4Q: 3 clusters Score -2803341 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2804122.500000 Penalty: 3350.604492
	Iteration 5F: 3 clusters Score -2804122 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2805236.500000 Penalty: 3350.604492
	Iteration 6F: 3 clusters Score -2805236 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2806771.250000 Penalty: 3350.604492
	Iteration 7F: 3 clusters Score -2806771 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2808510.000000 Penalty: 3350.604492
	Iteration 8F: 3 clusters Score -2808510 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2810105.500000 Penalty: 3350.604492
	Iteration 9F: 3 clusters Score -2810106 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2811272.500000 Penalty: 3350.604492
	Iteration 10Q: 3 clusters Score -2811272 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2812012.000000 Penalty: 3350.604492
	Iteration 11Q: 3 clusters Score -2812012 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2812401.000000 Penalty: 3350.604492
	Iteration 12Q: 3 clusters Score -2812401 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2812633.500000 Penalty: 3350.604492
	Iteration 13Q: 3 clusters Score -2812634 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2812792.250000 Penalty: 3350.604492
	Iteration 14Q: 3 clusters Score -2812792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2812917.500000 Penalty: 3350.604492
	Iteration 15Q: 3 clusters Score -2812918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2812998.500000 Penalty: 3350.604492
	Iteration 16Q: 3 clusters Score -2812998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2813064.250000 Penalty: 3350.604492
	Iteration 17Q: 3 clusters Score -2813064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2813114.500000 Penalty: 3350.604492
	Iteration 18Q: 3 clusters Score -2813114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2813148.000000 Penalty: 3350.604492
	Iteration 19Q: 3 clusters Score -2813148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2813170.500000 Penalty: 3350.604492
	Iteration 20F: 3 clusters Score -2813170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2813189.500000 Penalty: 3350.604492
	Iteration 21Q: 3 clusters Score -2813190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2813205.250000 Penalty: 3350.604492
	Iteration 22Q: 3 clusters Score -2813205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2813199.750000 Penalty: 3350.604492
	Iteration 23Q: 3 clusters Score -2813200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2813207.500000 Penalty: 3350.604492
	Iteration 24Q: 3 clusters Score -2813208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2813212.750000 Penalty: 3350.604492
	Iteration 25Q: 3 clusters Score -2813213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2813220.000000 Penalty: 3350.604492
	Iteration 26Q: 3 clusters Score -2813220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2813219.250000 Penalty: 3350.604492
	Iteration 27Q: 3 clusters Score -2813219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2813217.500000 Penalty: 3350.604492
	Iteration 28Q: 3 clusters Score -2813218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2813217.000000 Penalty: 3350.604492
	Iteration 29Q: 3 clusters Score -2813217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2813217.000000 Penalty: 3350.604492
	Iteration 30F: 3 clusters Score -2813217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Entering Unmasked Estep 
Score: -5664379.500000 Penalty: 1789.506470
	Iteration 0F: 2 clusters Score -5664380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -5623884.500000 Penalty: 3579.012939
	Iteration 0F: 3 clusters Score -5623884 nChanged 28604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5640263.500000 Penalty: 3579.012939
	Iteration 1F: 3 clusters Score -5640264 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -5641093.000000 Penalty: 3579.012939
	Iteration 2Q: 3 clusters Score -5641093 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5642092.500000 Penalty: 3579.012939
	Iteration 3Q: 3 clusters Score -5642092 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5643439.500000 Penalty: 3579.012939
	Iteration 4Q: 3 clusters Score -5643440 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -5645143.500000 Penalty: 3579.012939
	Iteration 5F: 3 clusters Score -5645144 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -5647239.000000 Penalty: 3579.012939
	Iteration 6F: 3 clusters Score -5647239 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5649713.500000 Penalty: 3579.012939
	Iteration 7F: 3 clusters Score -5649714 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5652131.000000 Penalty: 3579.012939
	Iteration 8F: 3 clusters Score -5652131 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5654030.500000 Penalty: 3579.012939
	Iteration 9F: 3 clusters Score -5654030 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -5655421.000000 Penalty: 3579.012939
	Iteration 10Q: 3 clusters Score -5655421 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -5656459.500000 Penalty: 3579.012939
	Iteration 11Q: 3 clusters Score -5656460 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5657374.500000 Penalty: 3579.012939
	Iteration 12Q: 3 clusters Score -5657374 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5658150.500000 Penalty: 3579.012939
	Iteration 13Q: 3 clusters Score -5658150 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5658849.500000 Penalty: 3579.012939
	Iteration 14Q: 3 clusters Score -5658850 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5659451.000000 Penalty: 3579.012939
	Iteration 15Q: 3 clusters Score -5659451 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -5659965.500000 Penalty: 3579.012939
	Iteration 16Q: 3 clusters Score -5659966 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -5660386.500000 Penalty: 3579.012939
	Iteration 17Q: 3 clusters Score -5660386 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -5660718.500000 Penalty: 3579.012939
	Iteration 18Q: 3 clusters Score -5660718 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -5660944.000000 Penalty: 3579.012939
	Iteration 19Q: 3 clusters Score -5660944 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -5661183.000000 Penalty: 3579.012939
	Iteration 20F: 3 clusters Score -5661183 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -5661386.500000 Penalty: 3579.012939
	Iteration 21Q: 3 clusters Score -5661386 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5661478.000000 Penalty: 3579.012939
	Iteration 22Q: 3 clusters Score -5661478 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5661595.500000 Penalty: 3579.012939
	Iteration 23Q: 3 clusters Score -5661596 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5661697.500000 Penalty: 3579.012939
	Iteration 24Q: 3 clusters Score -5661698 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -5661791.000000 Penalty: 3579.012939
	Iteration 25Q: 3 clusters Score -5661791 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5661868.500000 Penalty: 3579.012939
	Iteration 26Q: 3 clusters Score -5661868 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5661961.000000 Penalty: 3579.012939
	Iteration 27Q: 3 clusters Score -5661961 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -5662023.500000 Penalty: 3579.012939
	Iteration 28Q: 3 clusters Score -5662024 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5662089.500000 Penalty: 3579.012939
	Iteration 29Q: 3 clusters Score -5662090 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5662175.000000 Penalty: 3579.012939
	Iteration 30Q: 3 clusters Score -5662175 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5662249.000000 Penalty: 3579.012939
	Iteration 31Q: 3 clusters Score -5662249 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5662291.000000 Penalty: 3579.012939
	Iteration 32Q: 3 clusters Score -5662291 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5662373.500000 Penalty: 3579.012939
	Iteration 33Q: 3 clusters Score -5662374 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5662439.000000 Penalty: 3579.012939
	Iteration 34Q: 3 clusters Score -5662439 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5662504.500000 Penalty: 3579.012939
	Iteration 35Q: 3 clusters Score -5662504 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5662561.500000 Penalty: 3579.012939
	Iteration 36Q: 3 clusters Score -5662562 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5662612.000000 Penalty: 3579.012939
	Iteration 37Q: 3 clusters Score -5662612 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5662643.000000 Penalty: 3579.012939
	Iteration 38Q: 3 clusters Score -5662643 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5662699.500000 Penalty: 3579.012939
	Iteration 39Q: 3 clusters Score -5662700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5662732.000000 Penalty: 3579.012939
	Iteration 40F: 3 clusters Score -5662732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5662759.500000 Penalty: 3579.012939
	Iteration 41Q: 3 clusters Score -5662760 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5662790.000000 Penalty: 3579.012939
	Iteration 42Q: 3 clusters Score -5662790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5662826.500000 Penalty: 3579.012939
	Iteration 43Q: 3 clusters Score -5662826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5662857.000000 Penalty: 3579.012939
	Iteration 44Q: 3 clusters Score -5662857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5662881.500000 Penalty: 3579.012939
	Iteration 45Q: 3 clusters Score -5662882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5662916.500000 Penalty: 3579.012939
	Iteration 46Q: 3 clusters Score -5662916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5662942.500000 Penalty: 3579.012939
	Iteration 47Q: 3 clusters Score -5662942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5662958.000000 Penalty: 3579.012939
	Iteration 48Q: 3 clusters Score -5662958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5662970.000000 Penalty: 3579.012939
	Iteration 49Q: 3 clusters Score -5662970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5662986.000000 Penalty: 3579.012939
	Iteration 50Q: 3 clusters Score -5662986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5662990.500000 Penalty: 3579.012939
	Iteration 51Q: 3 clusters Score -5662990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5662996.500000 Penalty: 3579.012939
	Iteration 52Q: 3 clusters Score -5662996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5663005.000000 Penalty: 3579.012939
	Iteration 53Q: 3 clusters Score -5663005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5663030.500000 Penalty: 3579.012939
	Iteration 54Q: 3 clusters Score -5663030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5663029.500000 Penalty: 3579.012939
	Iteration 55Q: 3 clusters Score -5663030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5663042.000000 Penalty: 3579.012939
	Iteration 56Q: 3 clusters Score -5663042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5663046.000000 Penalty: 3579.012939
	Iteration 57Q: 3 clusters Score -5663046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5663053.500000 Penalty: 3579.012939
	Iteration 58Q: 3 clusters Score -5663054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5663058.000000 Penalty: 3579.012939
	Iteration 59Q: 3 clusters Score -5663058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5663062.500000 Penalty: 3579.012939
	Iteration 60F: 3 clusters Score -5663062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5663070.500000 Penalty: 3579.012939
	Iteration 61Q: 3 clusters Score -5663070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5663074.500000 Penalty: 3579.012939
	Iteration 62Q: 3 clusters Score -5663074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5663077.500000 Penalty: 3579.012939
	Iteration 63Q: 3 clusters Score -5663078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5663093.500000 Penalty: 3579.012939
	Iteration 64Q: 3 clusters Score -5663094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5663090.500000 Penalty: 3579.012939
	Iteration 65Q: 3 clusters Score -5663090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5663100.500000 Penalty: 3579.012939
	Iteration 66Q: 3 clusters Score -5663100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5663108.500000 Penalty: 3579.012939
	Iteration 67Q: 3 clusters Score -5663108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5663112.000000 Penalty: 3579.012939
	Iteration 68Q: 3 clusters Score -5663112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5663113.500000 Penalty: 3579.012939
	Iteration 69Q: 3 clusters Score -5663114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5663128.000000 Penalty: 3579.012939
	Iteration 70Q: 3 clusters Score -5663128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5663127.000000 Penalty: 3579.012939
	Iteration 71Q: 3 clusters Score -5663127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5663122.000000 Penalty: 3579.012939
	Iteration 72Q: 3 clusters Score -5663122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5663123.500000 Penalty: 3579.012939
	Iteration 73Q: 3 clusters Score -5663124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5663127.500000 Penalty: 3579.012939
	Iteration 74Q: 3 clusters Score -5663128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5663125.000000 Penalty: 3579.012939
	Iteration 75Q: 3 clusters Score -5663125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5663123.000000 Penalty: 3579.012939
	Iteration 76Q: 3 clusters Score -5663123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5663123.000000 Penalty: 3579.012939
	Iteration 77F: 3 clusters Score -5663123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -88081.679688 Penalty: 1136.812012
	Iteration 0F: 2 clusters Score -88081.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -86664.898438 Penalty: 2273.624023
	Iteration 0F: 3 clusters Score -86664.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -86970.453125 Penalty: 2273.624023
	Iteration 1F: 3 clusters Score -86970.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -87063.515625 Penalty: 2273.624023
	Iteration 2F: 3 clusters Score -87063.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87114.195312 Penalty: 2273.624023
	Iteration 3Q: 3 clusters Score -87114.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87146.000000 Penalty: 2273.624023
	Iteration 4Q: 3 clusters Score -87146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -87178.117188 Penalty: 2273.624023
	Iteration 5Q: 3 clusters Score -87178.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87199.250000 Penalty: 2273.624023
	Iteration 6Q: 3 clusters Score -87199.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -87208.679688 Penalty: 2273.624023
	Iteration 7Q: 3 clusters Score -87208.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87212.765625 Penalty: 2273.624023
	Iteration 8Q: 3 clusters Score -87212.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87215.945312 Penalty: 2273.624023
	Iteration 9Q: 3 clusters Score -87215.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87218.593750 Penalty: 2273.624023
	Iteration 10Q: 3 clusters Score -87218.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -87218.789062 Penalty: 2273.624023
	Iteration 11Q: 3 clusters Score -87218.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -87218.789062 Penalty: 2273.624023
	Iteration 12F: 3 clusters Score -87218.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Entering Unmasked Estep 
Score: -4027036.000000 Penalty: 1734.293701
	Iteration 0F: 2 clusters Score -4027036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3998139.250000 Penalty: 3468.587402
	Iteration 0F: 3 clusters Score -3998139 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4009787.750000 Penalty: 3468.587402
	Iteration 1F: 3 clusters Score -4009788 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4010488.500000 Penalty: 3468.587402
	Iteration 2Q: 3 clusters Score -4010488 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4011448.750000 Penalty: 3468.587402
	Iteration 3Q: 3 clusters Score -4011449 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4012763.750000 Penalty: 3468.587402
	Iteration 4F: 3 clusters Score -4012764 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4014365.500000 Penalty: 3468.587402
	Iteration 5F: 3 clusters Score -4014366 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4016254.750000 Penalty: 3468.587402
	Iteration 6F: 3 clusters Score -4016255 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4018422.500000 Penalty: 3468.587402
	Iteration 7F: 3 clusters Score -4018422 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4020527.000000 Penalty: 3468.587402
	Iteration 8F: 3 clusters Score -4020527 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4022074.250000 Penalty: 3468.587402
	Iteration 9Q: 3 clusters Score -4022074 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4023137.500000 Penalty: 3468.587402
	Iteration 10Q: 3 clusters Score -4023138 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4023776.250000 Penalty: 3468.587402
	Iteration 11Q: 3 clusters Score -4023776 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4024177.500000 Penalty: 3468.587402
	Iteration 12Q: 3 clusters Score -4024178 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4024447.000000 Penalty: 3468.587402
	Iteration 13Q: 3 clusters Score -4024447 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4024645.500000 Penalty: 3468.587402
	Iteration 14Q: 3 clusters Score -4024646 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4024792.000000 Penalty: 3468.587402
	Iteration 15Q: 3 clusters Score -4024792 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4024929.000000 Penalty: 3468.587402
	Iteration 16Q: 3 clusters Score -4024929 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4025051.500000 Penalty: 3468.587402
	Iteration 17Q: 3 clusters Score -4025052 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4025120.500000 Penalty: 3468.587402
	Iteration 18Q: 3 clusters Score -4025120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4025182.000000 Penalty: 3468.587402
	Iteration 19Q: 3 clusters Score -4025182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4025236.750000 Penalty: 3468.587402
	Iteration 20F: 3 clusters Score -4025237 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4025292.000000 Penalty: 3468.587402
	Iteration 21Q: 3 clusters Score -4025292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4025329.750000 Penalty: 3468.587402
	Iteration 22Q: 3 clusters Score -4025330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4025380.000000 Penalty: 3468.587402
	Iteration 23Q: 3 clusters Score -4025380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4025412.750000 Penalty: 3468.587402
	Iteration 24Q: 3 clusters Score -4025413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4025433.750000 Penalty: 3468.587402
	Iteration 25Q: 3 clusters Score -4025434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4025455.250000 Penalty: 3468.587402
	Iteration 26Q: 3 clusters Score -4025455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4025472.500000 Penalty: 3468.587402
	Iteration 27Q: 3 clusters Score -4025472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4025479.000000 Penalty: 3468.587402
	Iteration 28Q: 3 clusters Score -4025479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4025487.000000 Penalty: 3468.587402
	Iteration 29Q: 3 clusters Score -4025487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4025491.000000 Penalty: 3468.587402
	Iteration 30Q: 3 clusters Score -4025491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4025507.750000 Penalty: 3468.587402
	Iteration 31Q: 3 clusters Score -4025508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4025515.500000 Penalty: 3468.587402
	Iteration 32Q: 3 clusters Score -4025516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4025528.250000 Penalty: 3468.587402
	Iteration 33Q: 3 clusters Score -4025528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4025540.500000 Penalty: 3468.587402
	Iteration 34Q: 3 clusters Score -4025540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4025541.000000 Penalty: 3468.587402
	Iteration 35Q: 3 clusters Score -4025541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4025540.500000 Penalty: 3468.587402
	Iteration 36Q: 3 clusters Score -4025540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4025548.750000 Penalty: 3468.587402
	Iteration 37Q: 3 clusters Score -4025549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4025545.000000 Penalty: 3468.587402
	Iteration 38Q: 3 clusters Score -4025545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4025547.750000 Penalty: 3468.587402
	Iteration 39Q: 3 clusters Score -4025548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4025544.000000 Penalty: 3468.587402
	Iteration 40F: 3 clusters Score -4025544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4025550.500000 Penalty: 3468.587402
	Iteration 41Q: 3 clusters Score -4025550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4025553.750000 Penalty: 3468.587402
	Iteration 42Q: 3 clusters Score -4025554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4025552.500000 Penalty: 3468.587402
	Iteration 43Q: 3 clusters Score -4025552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4025552.750000 Penalty: 3468.587402
	Iteration 44Q: 3 clusters Score -4025553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4025548.500000 Penalty: 3468.587402
	Iteration 45Q: 3 clusters Score -4025548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4025551.750000 Penalty: 3468.587402
	Iteration 46Q: 3 clusters Score -4025552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4025549.250000 Penalty: 3468.587402
	Iteration 47Q: 3 clusters Score -4025549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4025550.500000 Penalty: 3468.587402
	Iteration 48Q: 3 clusters Score -4025550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4025551.000000 Penalty: 3468.587402
	Iteration 49Q: 3 clusters Score -4025551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4025551.000000 Penalty: 3468.587402
	Iteration 50F: 3 clusters Score -4025551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Entering Unmasked Estep 
Score: -1166678.625000 Penalty: 1532.433350
	Iteration 0F: 2 clusters Score -1166679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1157983.750000 Penalty: 3064.866699
	Iteration 0F: 3 clusters Score -1157984 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1160876.250000 Penalty: 3064.866699
	Iteration 1F: 3 clusters Score -1160876 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1161169.625000 Penalty: 3064.866699
	Iteration 2F: 3 clusters Score -1161170 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1161456.125000 Penalty: 3064.866699
	Iteration 3Q: 3 clusters Score -1161456 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1161841.000000 Penalty: 3064.866699
	Iteration 4F: 3 clusters Score -1161841 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1162382.625000 Penalty: 3064.866699
	Iteration 5F: 3 clusters Score -1162383 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1163071.750000 Penalty: 3064.866699
	Iteration 6F: 3 clusters Score -1163072 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1163877.500000 Penalty: 3064.866699
	Iteration 7F: 3 clusters Score -1163878 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1164618.875000 Penalty: 3064.866699
	Iteration 8F: 3 clusters Score -1164619 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1165046.250000 Penalty: 3064.866699
	Iteration 9Q: 3 clusters Score -1165046 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1165299.875000 Penalty: 3064.866699
	Iteration 10Q: 3 clusters Score -1165300 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1165421.500000 Penalty: 3064.866699
	Iteration 11Q: 3 clusters Score -1165422 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1165497.000000 Penalty: 3064.866699
	Iteration 12Q: 3 clusters Score -1165497 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1165531.750000 Penalty: 3064.866699
	Iteration 13Q: 3 clusters Score -1165532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1165560.625000 Penalty: 3064.866699
	Iteration 14Q: 3 clusters Score -1165561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1165585.000000 Penalty: 3064.866699
	Iteration 15Q: 3 clusters Score -1165585 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1165603.500000 Penalty: 3064.866699
	Iteration 16Q: 3 clusters Score -1165604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1165609.250000 Penalty: 3064.866699
	Iteration 17Q: 3 clusters Score -1165609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1165619.750000 Penalty: 3064.866699
	Iteration 18Q: 3 clusters Score -1165620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1165625.875000 Penalty: 3064.866699
	Iteration 19Q: 3 clusters Score -1165626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1165628.625000 Penalty: 3064.866699
	Iteration 20F: 3 clusters Score -1165629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1165632.750000 Penalty: 3064.866699
	Iteration 21Q: 3 clusters Score -1165633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1165638.875000 Penalty: 3064.866699
	Iteration 22Q: 3 clusters Score -1165639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1165643.500000 Penalty: 3064.866699
	Iteration 23Q: 3 clusters Score -1165644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1165641.125000 Penalty: 3064.866699
	Iteration 24Q: 3 clusters Score -1165641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1165641.125000 Penalty: 3064.866699
	Iteration 25Q: 3 clusters Score -1165641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1165646.750000 Penalty: 3064.866699
	Iteration 26Q: 3 clusters Score -1165647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1165649.000000 Penalty: 3064.866699
	Iteration 27Q: 3 clusters Score -1165649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1165650.750000 Penalty: 3064.866699
	Iteration 28Q: 3 clusters Score -1165651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1165650.125000 Penalty: 3064.866699
	Iteration 29Q: 3 clusters Score -1165650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1165655.125000 Penalty: 3064.866699
	Iteration 30Q: 3 clusters Score -1165655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1165656.750000 Penalty: 3064.866699
	Iteration 31Q: 3 clusters Score -1165657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1165656.875000 Penalty: 3064.866699
	Iteration 32Q: 3 clusters Score -1165657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1165654.250000 Penalty: 3064.866699
	Iteration 33Q: 3 clusters Score -1165654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1165656.000000 Penalty: 3064.866699
	Iteration 34Q: 3 clusters Score -1165656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1165656.500000 Penalty: 3064.866699
	Iteration 35Q: 3 clusters Score -1165656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1165656.625000 Penalty: 3064.866699
	Iteration 36Q: 3 clusters Score -1165657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1165657.125000 Penalty: 3064.866699
	Iteration 37Q: 3 clusters Score -1165657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1165660.000000 Penalty: 3064.866699
	Iteration 38Q: 3 clusters Score -1165660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1165660.250000 Penalty: 3064.866699
	Iteration 39Q: 3 clusters Score -1165660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1165662.750000 Penalty: 3064.866699
	Iteration 40F: 3 clusters Score -1165663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1165664.500000 Penalty: 3064.866699
	Iteration 41Q: 3 clusters Score -1165664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1165666.250000 Penalty: 3064.866699
	Iteration 42Q: 3 clusters Score -1165666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1165667.625000 Penalty: 3064.866699
	Iteration 43Q: 3 clusters Score -1165668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1165668.125000 Penalty: 3064.866699
	Iteration 44Q: 3 clusters Score -1165668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1165667.625000 Penalty: 3064.866699
	Iteration 45Q: 3 clusters Score -1165668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1165667.625000 Penalty: 3064.866699
	Iteration 46Q: 3 clusters Score -1165668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1165666.875000 Penalty: 3064.866699
	Iteration 47Q: 3 clusters Score -1165667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1165666.875000 Penalty: 3064.866699
	Iteration 48F: 3 clusters Score -1165667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316781 members 
Mstep: Class 2 contains 36373 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41155 members 
Mstep: Class 9 contains 20125 members 
Mstep: Class 14 contains 12458 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21200 members 
Mstep: Class 19 contains 30018 members 
Mstep: Class 20 contains 60618 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43156 members 
Mstep: Class 23 contains 12461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545584.000000 Penalty: 28115.259766
Iteration 199Q: 14 clusters Score -5.454558e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316768 members 
Mstep: Class 2 contains 36373 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41160 members 
Mstep: Class 9 contains 20127 members 
Mstep: Class 14 contains 12454 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21200 members 
Mstep: Class 19 contains 30018 members 
Mstep: Class 20 contains 60610 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43152 members 
Mstep: Class 23 contains 12483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545600.000000 Penalty: 28115.259766
Iteration 200F: 14 clusters Score -5.45456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316762 members 
Mstep: Class 2 contains 36374 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41165 members 
Mstep: Class 9 contains 20128 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21199 members 
Mstep: Class 19 contains 30017 members 
Mstep: Class 20 contains 60604 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43148 members 
Mstep: Class 23 contains 12498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545592.000000 Penalty: 28115.259766
Iteration 201Q: 14 clusters Score -5.454559e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316749 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 8 contains 41170 members 
Mstep: Class 9 contains 20134 members 
Mstep: Class 14 contains 12445 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30017 members 
Mstep: Class 20 contains 60597 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43144 members 
Mstep: Class 23 contains 12514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545600.000000 Penalty: 28115.259766
Iteration 202Q: 14 clusters Score -5.45456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316737 members 
Mstep: Class 2 contains 36382 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 9 contains 20131 members 
Mstep: Class 14 contains 12441 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30018 members 
Mstep: Class 20 contains 60593 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43142 members 
Mstep: Class 23 contains 12532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545628.000000 Penalty: 28115.259766
Iteration 203Q: 14 clusters Score -5.454563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316729 members 
Mstep: Class 2 contains 36380 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 9 contains 20136 members 
Mstep: Class 14 contains 12432 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21197 members 
Mstep: Class 19 contains 30019 members 
Mstep: Class 20 contains 60591 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43144 members 
Mstep: Class 23 contains 12546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545624.000000 Penalty: 28115.259766
Iteration 204Q: 14 clusters Score -5.454562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316723 members 
Mstep: Class 2 contains 36382 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41170 members 
Mstep: Class 9 contains 20141 members 
Mstep: Class 14 contains 12422 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30017 members 
Mstep: Class 20 contains 60588 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43143 members 
Mstep: Class 23 contains 12562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545692.000000 Penalty: 28115.259766
Iteration 205Q: 14 clusters Score -5.454569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316720 members 
Mstep: Class 2 contains 36382 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41174 members 
Mstep: Class 9 contains 20149 members 
Mstep: Class 14 contains 12412 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30018 members 
Mstep: Class 20 contains 60582 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43143 members 
Mstep: Class 23 contains 12568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545684.000000 Penalty: 28115.259766
Iteration 206Q: 14 clusters Score -5.454568e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316723 members 
Mstep: Class 2 contains 36380 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41177 members 
Mstep: Class 9 contains 20155 members 
Mstep: Class 14 contains 12403 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30014 members 
Mstep: Class 20 contains 60578 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43140 members 
Mstep: Class 23 contains 12578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545672.000000 Penalty: 28115.259766
Iteration 207Q: 14 clusters Score -5.454567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316724 members 
Mstep: Class 2 contains 36379 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41177 members 
Mstep: Class 9 contains 20162 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30011 members 
Mstep: Class 20 contains 60577 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43138 members 
Mstep: Class 23 contains 12587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545680.000000 Penalty: 28115.259766
Iteration 208Q: 14 clusters Score -5.454568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316724 members 
Mstep: Class 2 contains 36380 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41179 members 
Mstep: Class 9 contains 20169 members 
Mstep: Class 14 contains 12384 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30007 members 
Mstep: Class 20 contains 60576 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43136 members 
Mstep: Class 23 contains 12593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545712.000000 Penalty: 28115.259766
Iteration 209Q: 14 clusters Score -5.454571e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316721 members 
Mstep: Class 2 contains 36378 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41181 members 
Mstep: Class 9 contains 20177 members 
Mstep: Class 14 contains 12380 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 30002 members 
Mstep: Class 20 contains 60575 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43137 members 
Mstep: Class 23 contains 12597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545720.000000 Penalty: 28115.259766
Iteration 210Q: 14 clusters Score -5.454572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316717 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41182 members 
Mstep: Class 9 contains 20187 members 
Mstep: Class 14 contains 12374 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 29999 members 
Mstep: Class 20 contains 60578 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43135 members 
Mstep: Class 23 contains 12599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545724.000000 Penalty: 28115.259766
Iteration 211Q: 14 clusters Score -5.454572e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316721 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41182 members 
Mstep: Class 9 contains 20200 members 
Mstep: Class 14 contains 12365 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21197 members 
Mstep: Class 19 contains 29995 members 
Mstep: Class 20 contains 60576 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43132 members 
Mstep: Class 23 contains 12601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545688.000000 Penalty: 28115.259766
Iteration 212Q: 14 clusters Score -5.454569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316721 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41182 members 
Mstep: Class 9 contains 20209 members 
Mstep: Class 14 contains 12357 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60577 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43131 members 
Mstep: Class 23 contains 12605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545700.000000 Penalty: 28115.259766
Iteration 213Q: 14 clusters Score -5.45457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316728 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41182 members 
Mstep: Class 9 contains 20216 members 
Mstep: Class 14 contains 12345 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 19 contains 29990 members 
Mstep: Class 20 contains 60574 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43132 members 
Mstep: Class 23 contains 12607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545644.000000 Penalty: 28115.259766
Iteration 214Q: 14 clusters Score -5.454564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316743 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41181 members 
Mstep: Class 9 contains 20222 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21194 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60569 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43132 members 
Mstep: Class 23 contains 12609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545632.000000 Penalty: 28115.259766
Iteration 215Q: 14 clusters Score -5.454563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316758 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41181 members 
Mstep: Class 9 contains 20225 members 
Mstep: Class 14 contains 12310 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21194 members 
Mstep: Class 19 contains 29995 members 
Mstep: Class 20 contains 60564 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43132 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545588.000000 Penalty: 28115.259766
Iteration 216Q: 14 clusters Score -5.454559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316774 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41181 members 
Mstep: Class 9 contains 20229 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21194 members 
Mstep: Class 19 contains 29994 members 
Mstep: Class 20 contains 60557 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43133 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545552.000000 Penalty: 28115.259766
Iteration 217Q: 14 clusters Score -5.454555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316789 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41181 members 
Mstep: Class 9 contains 20232 members 
Mstep: Class 14 contains 12285 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21193 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43134 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545576.000000 Penalty: 28115.259766
Iteration 218Q: 14 clusters Score -5.454558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316801 members 
Mstep: Class 2 contains 36378 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41181 members 
Mstep: Class 9 contains 20234 members 
Mstep: Class 14 contains 12272 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21194 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60550 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43134 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545600.000000 Penalty: 28115.259766
Iteration 219Q: 14 clusters Score -5.45456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316813 members 
Mstep: Class 2 contains 36379 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41182 members 
Mstep: Class 9 contains 20236 members 
Mstep: Class 14 contains 12261 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21194 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60549 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43130 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545564.000000 Penalty: 28115.259766
Iteration 220F: 14 clusters Score -5.454556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316817 members 
Mstep: Class 2 contains 36382 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41184 members 
Mstep: Class 9 contains 20239 members 
Mstep: Class 14 contains 12253 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21194 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60548 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43127 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545596.000000 Penalty: 28115.259766
Iteration 221Q: 14 clusters Score -5.45456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316828 members 
Mstep: Class 2 contains 36382 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41185 members 
Mstep: Class 9 contains 20240 members 
Mstep: Class 14 contains 12245 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21194 members 
Mstep: Class 19 contains 29991 members 
Mstep: Class 20 contains 60546 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 43125 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545584.000000 Penalty: 28115.259766
Iteration 222Q: 14 clusters Score -5.454558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316830 members 
Mstep: Class 2 contains 36384 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41184 members 
Mstep: Class 9 contains 20242 members 
Mstep: Class 14 contains 12237 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60545 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43125 members 
Mstep: Class 23 contains 12611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545620.000000 Penalty: 28115.259766
Iteration 223Q: 14 clusters Score -5.454562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316835 members 
Mstep: Class 2 contains 36383 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41184 members 
Mstep: Class 9 contains 20244 members 
Mstep: Class 14 contains 12234 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43123 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545616.000000 Penalty: 28115.259766
Iteration 224Q: 14 clusters Score -5.454562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316833 members 
Mstep: Class 2 contains 36384 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41186 members 
Mstep: Class 9 contains 20246 members 
Mstep: Class 14 contains 12231 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60545 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43122 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545604.000000 Penalty: 28115.259766
Iteration 225Q: 14 clusters Score -5.45456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316829 members 
Mstep: Class 2 contains 36387 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41186 members 
Mstep: Class 9 contains 20250 members 
Mstep: Class 14 contains 12230 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60542 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43122 members 
Mstep: Class 23 contains 12611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545648.000000 Penalty: 28115.259766
Iteration 226Q: 14 clusters Score -5.454565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316824 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41188 members 
Mstep: Class 9 contains 20255 members 
Mstep: Class 14 contains 12224 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 60541 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43123 members 
Mstep: Class 23 contains 12612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545640.000000 Penalty: 28115.259766
Iteration 227Q: 14 clusters Score -5.454564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316817 members 
Mstep: Class 2 contains 36390 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41190 members 
Mstep: Class 9 contains 20260 members 
Mstep: Class 14 contains 12220 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 60542 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43124 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545648.000000 Penalty: 28115.259766
Iteration 228Q: 14 clusters Score -5.454565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316814 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41193 members 
Mstep: Class 9 contains 20266 members 
Mstep: Class 14 contains 12215 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 60541 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43124 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545660.000000 Penalty: 28115.259766
Iteration 229Q: 14 clusters Score -5.454566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316814 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41197 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 60537 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43123 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545688.000000 Penalty: 28115.259766
Iteration 230Q: 14 clusters Score -5.454569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316814 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41202 members 
Mstep: Class 9 contains 20276 members 
Mstep: Class 14 contains 12205 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21197 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60534 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43122 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545660.000000 Penalty: 28115.259766
Iteration 231Q: 14 clusters Score -5.454566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316817 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41205 members 
Mstep: Class 9 contains 20278 members 
Mstep: Class 14 contains 12199 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21197 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 60531 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43122 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545688.000000 Penalty: 28115.259766
Iteration 232Q: 14 clusters Score -5.454569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316825 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20281 members 
Mstep: Class 14 contains 12195 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 60525 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43122 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545696.000000 Penalty: 28115.259766
Iteration 233Q: 14 clusters Score -5.45457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316830 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41205 members 
Mstep: Class 9 contains 20283 members 
Mstep: Class 14 contains 12192 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29991 members 
Mstep: Class 20 contains 60522 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43123 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545700.000000 Penalty: 28115.259766
Iteration 234Q: 14 clusters Score -5.45457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316831 members 
Mstep: Class 2 contains 36388 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41205 members 
Mstep: Class 9 contains 20287 members 
Mstep: Class 14 contains 12190 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29990 members 
Mstep: Class 20 contains 60520 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43124 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545724.000000 Penalty: 28115.259766
Iteration 235Q: 14 clusters Score -5.454572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316835 members 
Mstep: Class 2 contains 36390 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20288 members 
Mstep: Class 14 contains 12188 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60517 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43124 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545712.000000 Penalty: 28115.259766
Iteration 236Q: 14 clusters Score -5.454571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316839 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20289 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29985 members 
Mstep: Class 20 contains 60515 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43125 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545732.000000 Penalty: 28115.259766
Iteration 237Q: 14 clusters Score -5.454573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316840 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20289 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 19 contains 29985 members 
Mstep: Class 20 contains 60514 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43126 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545736.000000 Penalty: 28115.259766
Iteration 238Q: 14 clusters Score -5.454574e+07 nChanged 6
Entering ConstructFrom: 
Score: -54545736.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (316842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316842 members 
Entering Unmasked Estep 
Score: -28992364.000000 Penalty: 2058.250732
	Iteration 0F: 2 clusters Score -2.899236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -28787148.000000 Penalty: 4116.501465
	Iteration 0F: 3 clusters Score -2.878715e+07 nChanged 154429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164262 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -28879998.000000 Penalty: 4116.501465
	Iteration 1F: 3 clusters Score -2.888e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168752 members 
Mstep: Class 2 contains 148090 members 
Entering Unmasked Estep 
Score: -28881674.000000 Penalty: 4116.501465
	Iteration 2Q: 3 clusters Score -2.888167e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 141238 members 
Entering Unmasked Estep 
Score: -28884108.000000 Penalty: 4116.501465
	Iteration 3Q: 3 clusters Score -2.888411e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185964 members 
Mstep: Class 2 contains 130878 members 
Entering Unmasked Estep 
Score: -28888340.000000 Penalty: 4116.501465
	Iteration 4Q: 3 clusters Score -2.888834e+07 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201055 members 
Mstep: Class 2 contains 115787 members 
Entering Unmasked Estep 
Score: -28896296.000000 Penalty: 4116.501465
	Iteration 5F: 3 clusters Score -2.88963e+07 nChanged 21059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221606 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -28910606.000000 Penalty: 4116.501465
	Iteration 6F: 3 clusters Score -2.891061e+07 nChanged 24977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246371 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -28931448.000000 Penalty: 4116.501465
	Iteration 7F: 3 clusters Score -2.893145e+07 nChanged 24543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270842 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -28954434.000000 Penalty: 4116.501465
	Iteration 8F: 3 clusters Score -2.895443e+07 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289635 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -28972808.000000 Penalty: 4116.501465
	Iteration 9F: 3 clusters Score -2.897281e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301916 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -28982924.000000 Penalty: 4116.501465
	Iteration 10Q: 3 clusters Score -2.898292e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309147 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -28987256.000000 Penalty: 4116.501465
	Iteration 11Q: 3 clusters Score -2.898726e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313108 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -28989042.000000 Penalty: 4116.501465
	Iteration 12Q: 3 clusters Score -2.898904e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315069 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -28989894.000000 Penalty: 4116.501465
	Iteration 13Q: 3 clusters Score -2.898989e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315900 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -28990182.000000 Penalty: 4116.501465
	Iteration 14Q: 3 clusters Score -2.899018e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316248 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -28990382.000000 Penalty: 4116.501465
	Iteration 15Q: 3 clusters Score -2.899038e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316399 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28990484.000000 Penalty: 4116.501465
	Iteration 16Q: 3 clusters Score -2.899048e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316463 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28990526.000000 Penalty: 4116.501465
	Iteration 17Q: 3 clusters Score -2.899053e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316505 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28990540.000000 Penalty: 4116.501465
	Iteration 18Q: 3 clusters Score -2.899054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316527 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28990558.000000 Penalty: 4116.501465
	Iteration 19Q: 3 clusters Score -2.899056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316547 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28990584.000000 Penalty: 4116.501465
	Iteration 20F: 3 clusters Score -2.899058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316555 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28990590.000000 Penalty: 4116.501465
	Iteration 21Q: 3 clusters Score -2.899059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316558 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28990606.000000 Penalty: 4116.501465
	Iteration 22Q: 3 clusters Score -2.899061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316561 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28990598.000000 Penalty: 4116.501465
	Iteration 23Q: 3 clusters Score -2.89906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316564 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28990594.000000 Penalty: 4116.501465
	Iteration 24Q: 3 clusters Score -2.899059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316565 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28990616.000000 Penalty: 4116.501465
	Iteration 25Q: 3 clusters Score -2.899062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316569 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28990594.000000 Penalty: 4116.501465
	Iteration 26Q: 3 clusters Score -2.899059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316570 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28990606.000000 Penalty: 4116.501465
	Iteration 27Q: 3 clusters Score -2.899061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316572 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28990614.000000 Penalty: 4116.501465
	Iteration 28Q: 3 clusters Score -2.899061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316574 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28990630.000000 Penalty: 4116.501465
	Iteration 29Q: 3 clusters Score -2.899063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316574 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28990608.000000 Penalty: 4116.501465
	Iteration 30Q: 3 clusters Score -2.899061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316575 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28990620.000000 Penalty: 4116.501465
	Iteration 31Q: 3 clusters Score -2.899062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316575 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28990620.000000 Penalty: 4116.501465
	Iteration 32F: 3 clusters Score -2.899062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Entering Unmasked Estep 
Score: -3398938.750000 Penalty: 1706.583008
	Iteration 0F: 2 clusters Score -3398939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3374620.750000 Penalty: 3413.166016
	Iteration 0F: 3 clusters Score -3374621 nChanged 16841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3384097.250000 Penalty: 3413.166016
	Iteration 1F: 3 clusters Score -3384097 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3384741.000000 Penalty: 3413.166016
	Iteration 2Q: 3 clusters Score -3384741 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3385581.000000 Penalty: 3413.166016
	Iteration 3Q: 3 clusters Score -3385581 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3386575.500000 Penalty: 3413.166016
	Iteration 4F: 3 clusters Score -3386576 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3387754.250000 Penalty: 3413.166016
	Iteration 5F: 3 clusters Score -3387754 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3388979.000000 Penalty: 3413.166016
	Iteration 6F: 3 clusters Score -3388979 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3390377.750000 Penalty: 3413.166016
	Iteration 7F: 3 clusters Score -3390378 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3391859.500000 Penalty: 3413.166016
	Iteration 8F: 3 clusters Score -3391860 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3393189.000000 Penalty: 3413.166016
	Iteration 9Q: 3 clusters Score -3393189 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -3394304.000000 Penalty: 3413.166016
	Iteration 10Q: 3 clusters Score -3394304 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3395196.000000 Penalty: 3413.166016
	Iteration 11Q: 3 clusters Score -3395196 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -3395827.250000 Penalty: 3413.166016
	Iteration 12Q: 3 clusters Score -3395827 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -3396329.000000 Penalty: 3413.166016
	Iteration 13Q: 3 clusters Score -3396329 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -3396660.500000 Penalty: 3413.166016
	Iteration 14Q: 3 clusters Score -3396660 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3396861.500000 Penalty: 3413.166016
	Iteration 15Q: 3 clusters Score -3396862 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -3397029.250000 Penalty: 3413.166016
	Iteration 16Q: 3 clusters Score -3397029 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3397154.250000 Penalty: 3413.166016
	Iteration 17Q: 3 clusters Score -3397154 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -3397250.000000 Penalty: 3413.166016
	Iteration 18Q: 3 clusters Score -3397250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -3397312.250000 Penalty: 3413.166016
	Iteration 19Q: 3 clusters Score -3397312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -3397352.250000 Penalty: 3413.166016
	Iteration 20F: 3 clusters Score -3397352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -3397378.250000 Penalty: 3413.166016
	Iteration 21Q: 3 clusters Score -3397378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -3397407.750000 Penalty: 3413.166016
	Iteration 22Q: 3 clusters Score -3397408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -3397429.000000 Penalty: 3413.166016
	Iteration 23Q: 3 clusters Score -3397429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -3397447.000000 Penalty: 3413.166016
	Iteration 24Q: 3 clusters Score -3397447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3397462.500000 Penalty: 3413.166016
	Iteration 25Q: 3 clusters Score -3397462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3397467.750000 Penalty: 3413.166016
	Iteration 26Q: 3 clusters Score -3397468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -3397471.000000 Penalty: 3413.166016
	Iteration 27Q: 3 clusters Score -3397471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3397468.750000 Penalty: 3413.166016
	Iteration 28Q: 3 clusters Score -3397469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -3397472.500000 Penalty: 3413.166016
	Iteration 29Q: 3 clusters Score -3397472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3397476.500000 Penalty: 3413.166016
	Iteration 30Q: 3 clusters Score -3397476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -3397478.000000 Penalty: 3413.166016
	Iteration 31Q: 3 clusters Score -3397478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3397480.500000 Penalty: 3413.166016
	Iteration 32Q: 3 clusters Score -3397480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -3397481.750000 Penalty: 3413.166016
	Iteration 33Q: 3 clusters Score -3397482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3397479.750000 Penalty: 3413.166016
	Iteration 34Q: 3 clusters Score -3397480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -3397486.000000 Penalty: 3413.166016
	Iteration 35Q: 3 clusters Score -3397486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -3397489.500000 Penalty: 3413.166016
	Iteration 36Q: 3 clusters Score -3397490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -3397493.250000 Penalty: 3413.166016
	Iteration 37Q: 3 clusters Score -3397493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3397496.500000 Penalty: 3413.166016
	Iteration 38Q: 3 clusters Score -3397496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3397499.250000 Penalty: 3413.166016
	Iteration 39Q: 3 clusters Score -3397499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -3397502.500000 Penalty: 3413.166016
	Iteration 40F: 3 clusters Score -3397502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3397502.500000 Penalty: 3413.166016
	Iteration 41Q: 3 clusters Score -3397502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -3397500.500000 Penalty: 3413.166016
	Iteration 42Q: 3 clusters Score -3397500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3397501.250000 Penalty: 3413.166016
	Iteration 43Q: 3 clusters Score -3397501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -3397501.000000 Penalty: 3413.166016
	Iteration 44Q: 3 clusters Score -3397501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -3397504.750000 Penalty: 3413.166016
	Iteration 45Q: 3 clusters Score -3397505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -3397509.750000 Penalty: 3413.166016
	Iteration 46Q: 3 clusters Score -3397510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3397508.250000 Penalty: 3413.166016
	Iteration 47Q: 3 clusters Score -3397508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3397510.500000 Penalty: 3413.166016
	Iteration 48Q: 3 clusters Score -3397510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3397509.500000 Penalty: 3413.166016
	Iteration 49Q: 3 clusters Score -3397510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3397509.500000 Penalty: 3413.166016
	Iteration 50F: 3 clusters Score -3397510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -419181.562500 Penalty: 1378.557373
	Iteration 0F: 2 clusters Score -419181.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -415339.218750 Penalty: 2757.114746
	Iteration 0F: 3 clusters Score -415339.2 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -416566.125000 Penalty: 2757.114746
	Iteration 1F: 3 clusters Score -416566.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -416966.281250 Penalty: 2757.114746
	Iteration 2F: 3 clusters Score -416966.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -417408.937500 Penalty: 2757.114746
	Iteration 3F: 3 clusters Score -417408.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -417834.281250 Penalty: 2757.114746
	Iteration 4F: 3 clusters Score -417834.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -418150.500000 Penalty: 2757.114746
	Iteration 5F: 3 clusters Score -418150.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -418389.593750 Penalty: 2757.114746
	Iteration 6F: 3 clusters Score -418389.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -418524.156250 Penalty: 2757.114746
	Iteration 7Q: 3 clusters Score -418524.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -418611.437500 Penalty: 2757.114746
	Iteration 8Q: 3 clusters Score -418611.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -418658.312500 Penalty: 2757.114746
	Iteration 9Q: 3 clusters Score -418658.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -418683.000000 Penalty: 2757.114746
	Iteration 10Q: 3 clusters Score -418683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -418695.375000 Penalty: 2757.114746
	Iteration 11Q: 3 clusters Score -418695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -418703.187500 Penalty: 2757.114746
	Iteration 12Q: 3 clusters Score -418703.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -418707.656250 Penalty: 2757.114746
	Iteration 13Q: 3 clusters Score -418707.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -418712.125000 Penalty: 2757.114746
	Iteration 14Q: 3 clusters Score -418712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -418713.062500 Penalty: 2757.114746
	Iteration 15Q: 3 clusters Score -418713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -418714.906250 Penalty: 2757.114746
	Iteration 16Q: 3 clusters Score -418714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -418715.218750 Penalty: 2757.114746
	Iteration 17Q: 3 clusters Score -418715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -418716.281250 Penalty: 2757.114746
	Iteration 18Q: 3 clusters Score -418716.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -418716.312500 Penalty: 2757.114746
	Iteration 19Q: 3 clusters Score -418716.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -418715.968750 Penalty: 2757.114746
	Iteration 20F: 3 clusters Score -418716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Entering Unmasked Estep 
Score: -3846468.500000 Penalty: 1726.780029
	Iteration 0F: 2 clusters Score -3846468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3818878.500000 Penalty: 3453.560059
	Iteration 0F: 3 clusters Score -3818878 nChanged 19283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3829377.500000 Penalty: 3453.560059
	Iteration 1F: 3 clusters Score -3829378 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3829785.750000 Penalty: 3453.560059
	Iteration 2Q: 3 clusters Score -3829786 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3830231.500000 Penalty: 3453.560059
	Iteration 3Q: 3 clusters Score -3830232 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3830775.250000 Penalty: 3453.560059
	Iteration 4Q: 3 clusters Score -3830775 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3831443.250000 Penalty: 3453.560059
	Iteration 5Q: 3 clusters Score -3831443 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3832315.250000 Penalty: 3453.560059
	Iteration 6Q: 3 clusters Score -3832315 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3833539.500000 Penalty: 3453.560059
	Iteration 7Q: 3 clusters Score -3833540 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3835109.500000 Penalty: 3453.560059
	Iteration 8F: 3 clusters Score -3835110 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3836964.000000 Penalty: 3453.560059
	Iteration 9F: 3 clusters Score -3836964 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3838455.750000 Penalty: 3453.560059
	Iteration 10F: 3 clusters Score -3838456 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3839272.750000 Penalty: 3453.560059
	Iteration 11Q: 3 clusters Score -3839273 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3839655.250000 Penalty: 3453.560059
	Iteration 12Q: 3 clusters Score -3839655 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3839879.750000 Penalty: 3453.560059
	Iteration 13Q: 3 clusters Score -3839880 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3840044.000000 Penalty: 3453.560059
	Iteration 14Q: 3 clusters Score -3840044 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3840265.250000 Penalty: 3453.560059
	Iteration 15Q: 3 clusters Score -3840265 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3840482.250000 Penalty: 3453.560059
	Iteration 16Q: 3 clusters Score -3840482 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3840762.250000 Penalty: 3453.560059
	Iteration 17Q: 3 clusters Score -3840762 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3841039.500000 Penalty: 3453.560059
	Iteration 18Q: 3 clusters Score -3841040 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3841348.500000 Penalty: 3453.560059
	Iteration 19Q: 3 clusters Score -3841348 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3841698.000000 Penalty: 3453.560059
	Iteration 20F: 3 clusters Score -3841698 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3842051.250000 Penalty: 3453.560059
	Iteration 21Q: 3 clusters Score -3842051 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3842392.000000 Penalty: 3453.560059
	Iteration 22Q: 3 clusters Score -3842392 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3842720.000000 Penalty: 3453.560059
	Iteration 23Q: 3 clusters Score -3842720 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3842962.000000 Penalty: 3453.560059
	Iteration 24Q: 3 clusters Score -3842962 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3843167.000000 Penalty: 3453.560059
	Iteration 25Q: 3 clusters Score -3843167 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3843394.500000 Penalty: 3453.560059
	Iteration 26Q: 3 clusters Score -3843394 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3843569.250000 Penalty: 3453.560059
	Iteration 27Q: 3 clusters Score -3843569 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3843755.500000 Penalty: 3453.560059
	Iteration 28Q: 3 clusters Score -3843756 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3843952.500000 Penalty: 3453.560059
	Iteration 29Q: 3 clusters Score -3843952 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3844129.000000 Penalty: 3453.560059
	Iteration 30Q: 3 clusters Score -3844129 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3844290.250000 Penalty: 3453.560059
	Iteration 31Q: 3 clusters Score -3844290 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3844422.250000 Penalty: 3453.560059
	Iteration 32Q: 3 clusters Score -3844422 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3844565.250000 Penalty: 3453.560059
	Iteration 33Q: 3 clusters Score -3844565 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3844676.500000 Penalty: 3453.560059
	Iteration 34Q: 3 clusters Score -3844676 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3844796.500000 Penalty: 3453.560059
	Iteration 35Q: 3 clusters Score -3844796 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3844915.750000 Penalty: 3453.560059
	Iteration 36Q: 3 clusters Score -3844916 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3845004.000000 Penalty: 3453.560059
	Iteration 37Q: 3 clusters Score -3845004 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3845095.500000 Penalty: 3453.560059
	Iteration 38Q: 3 clusters Score -3845096 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3845184.500000 Penalty: 3453.560059
	Iteration 39Q: 3 clusters Score -3845184 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3845278.500000 Penalty: 3453.560059
	Iteration 40F: 3 clusters Score -3845278 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3845327.250000 Penalty: 3453.560059
	Iteration 41Q: 3 clusters Score -3845327 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3845371.000000 Penalty: 3453.560059
	Iteration 42Q: 3 clusters Score -3845371 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3845402.750000 Penalty: 3453.560059
	Iteration 43Q: 3 clusters Score -3845403 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3845453.250000 Penalty: 3453.560059
	Iteration 44Q: 3 clusters Score -3845453 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3845479.000000 Penalty: 3453.560059
	Iteration 45Q: 3 clusters Score -3845479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3845510.250000 Penalty: 3453.560059
	Iteration 46Q: 3 clusters Score -3845510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3845533.500000 Penalty: 3453.560059
	Iteration 47Q: 3 clusters Score -3845534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3845555.500000 Penalty: 3453.560059
	Iteration 48Q: 3 clusters Score -3845556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3845570.500000 Penalty: 3453.560059
	Iteration 49Q: 3 clusters Score -3845570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3845590.000000 Penalty: 3453.560059
	Iteration 50Q: 3 clusters Score -3845590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3845591.500000 Penalty: 3453.560059
	Iteration 51Q: 3 clusters Score -3845592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3845608.000000 Penalty: 3453.560059
	Iteration 52Q: 3 clusters Score -3845608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3845617.000000 Penalty: 3453.560059
	Iteration 53Q: 3 clusters Score -3845617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3845631.500000 Penalty: 3453.560059
	Iteration 54Q: 3 clusters Score -3845632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3845631.250000 Penalty: 3453.560059
	Iteration 55Q: 3 clusters Score -3845631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3845633.750000 Penalty: 3453.560059
	Iteration 56Q: 3 clusters Score -3845634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3845631.000000 Penalty: 3453.560059
	Iteration 57Q: 3 clusters Score -3845631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3845642.250000 Penalty: 3453.560059
	Iteration 58Q: 3 clusters Score -3845642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3845640.250000 Penalty: 3453.560059
	Iteration 59Q: 3 clusters Score -3845640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3845642.500000 Penalty: 3453.560059
	Iteration 60F: 3 clusters Score -3845642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3845642.000000 Penalty: 3453.560059
	Iteration 61Q: 3 clusters Score -3845642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3845646.500000 Penalty: 3453.560059
	Iteration 62Q: 3 clusters Score -3845646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3845650.250000 Penalty: 3453.560059
	Iteration 63Q: 3 clusters Score -3845650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3845647.250000 Penalty: 3453.560059
	Iteration 64Q: 3 clusters Score -3845647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3845654.500000 Penalty: 3453.560059
	Iteration 65Q: 3 clusters Score -3845654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3845657.750000 Penalty: 3453.560059
	Iteration 66Q: 3 clusters Score -3845658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3845659.500000 Penalty: 3453.560059
	Iteration 67Q: 3 clusters Score -3845660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3845665.250000 Penalty: 3453.560059
	Iteration 68Q: 3 clusters Score -3845665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3845664.000000 Penalty: 3453.560059
	Iteration 69Q: 3 clusters Score -3845664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3845664.750000 Penalty: 3453.560059
	Iteration 70Q: 3 clusters Score -3845665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3845664.750000 Penalty: 3453.560059
	Iteration 71F: 3 clusters Score -3845665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Entering Unmasked Estep 
Score: -1900620.125000 Penalty: 1611.656128
	Iteration 0F: 2 clusters Score -1900620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1886737.625000 Penalty: 3223.312256
	Iteration 0F: 3 clusters Score -1886738 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1891744.250000 Penalty: 3223.312256
	Iteration 1F: 3 clusters Score -1891744 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1892156.625000 Penalty: 3223.312256
	Iteration 2Q: 3 clusters Score -1892157 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1892527.375000 Penalty: 3223.312256
	Iteration 3Q: 3 clusters Score -1892527 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1892929.875000 Penalty: 3223.312256
	Iteration 4Q: 3 clusters Score -1892930 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1893349.500000 Penalty: 3223.312256
	Iteration 5Q: 3 clusters Score -1893350 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1893794.000000 Penalty: 3223.312256
	Iteration 6Q: 3 clusters Score -1893794 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1894251.125000 Penalty: 3223.312256
	Iteration 7Q: 3 clusters Score -1894251 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1894716.625000 Penalty: 3223.312256
	Iteration 8Q: 3 clusters Score -1894717 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1895127.500000 Penalty: 3223.312256
	Iteration 9Q: 3 clusters Score -1895128 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1895521.125000 Penalty: 3223.312256
	Iteration 10Q: 3 clusters Score -1895521 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1895947.875000 Penalty: 3223.312256
	Iteration 11Q: 3 clusters Score -1895948 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1896372.375000 Penalty: 3223.312256
	Iteration 12Q: 3 clusters Score -1896372 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1896766.750000 Penalty: 3223.312256
	Iteration 13Q: 3 clusters Score -1896767 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1897118.875000 Penalty: 3223.312256
	Iteration 14Q: 3 clusters Score -1897119 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1897395.250000 Penalty: 3223.312256
	Iteration 15Q: 3 clusters Score -1897395 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1897575.750000 Penalty: 3223.312256
	Iteration 16Q: 3 clusters Score -1897576 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1897676.125000 Penalty: 3223.312256
	Iteration 17Q: 3 clusters Score -1897676 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1897737.125000 Penalty: 3223.312256
	Iteration 18Q: 3 clusters Score -1897737 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1897775.125000 Penalty: 3223.312256
	Iteration 19Q: 3 clusters Score -1897775 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1897807.250000 Penalty: 3223.312256
	Iteration 20F: 3 clusters Score -1897807 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1897835.875000 Penalty: 3223.312256
	Iteration 21Q: 3 clusters Score -1897836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1897856.625000 Penalty: 3223.312256
	Iteration 22Q: 3 clusters Score -1897857 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1897869.250000 Penalty: 3223.312256
	Iteration 23Q: 3 clusters Score -1897869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1897872.250000 Penalty: 3223.312256
	Iteration 24Q: 3 clusters Score -1897872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1897883.000000 Penalty: 3223.312256
	Iteration 25Q: 3 clusters Score -1897883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1897888.000000 Penalty: 3223.312256
	Iteration 26Q: 3 clusters Score -1897888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1897896.125000 Penalty: 3223.312256
	Iteration 27Q: 3 clusters Score -1897896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1897901.000000 Penalty: 3223.312256
	Iteration 28Q: 3 clusters Score -1897901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1897900.625000 Penalty: 3223.312256
	Iteration 29Q: 3 clusters Score -1897901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1897903.125000 Penalty: 3223.312256
	Iteration 30Q: 3 clusters Score -1897903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1897914.250000 Penalty: 3223.312256
	Iteration 31Q: 3 clusters Score -1897914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1897915.875000 Penalty: 3223.312256
	Iteration 32Q: 3 clusters Score -1897916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1897928.125000 Penalty: 3223.312256
	Iteration 33Q: 3 clusters Score -1897928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1897934.000000 Penalty: 3223.312256
	Iteration 34Q: 3 clusters Score -1897934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1897939.250000 Penalty: 3223.312256
	Iteration 35Q: 3 clusters Score -1897939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1897943.875000 Penalty: 3223.312256
	Iteration 36Q: 3 clusters Score -1897944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1897945.500000 Penalty: 3223.312256
	Iteration 37Q: 3 clusters Score -1897946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1897944.375000 Penalty: 3223.312256
	Iteration 38Q: 3 clusters Score -1897944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1897947.625000 Penalty: 3223.312256
	Iteration 39Q: 3 clusters Score -1897948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1897948.500000 Penalty: 3223.312256
	Iteration 40F: 3 clusters Score -1897948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1897950.375000 Penalty: 3223.312256
	Iteration 41Q: 3 clusters Score -1897950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1897952.625000 Penalty: 3223.312256
	Iteration 42Q: 3 clusters Score -1897953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1897953.375000 Penalty: 3223.312256
	Iteration 43Q: 3 clusters Score -1897953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1897961.375000 Penalty: 3223.312256
	Iteration 44Q: 3 clusters Score -1897961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1897966.125000 Penalty: 3223.312256
	Iteration 45Q: 3 clusters Score -1897966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1897969.625000 Penalty: 3223.312256
	Iteration 46Q: 3 clusters Score -1897970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1897975.375000 Penalty: 3223.312256
	Iteration 47Q: 3 clusters Score -1897975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1897979.125000 Penalty: 3223.312256
	Iteration 48Q: 3 clusters Score -1897979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1897983.250000 Penalty: 3223.312256
	Iteration 49Q: 3 clusters Score -1897983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1897989.625000 Penalty: 3223.312256
	Iteration 50Q: 3 clusters Score -1897990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1897991.125000 Penalty: 3223.312256
	Iteration 51Q: 3 clusters Score -1897991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1898000.375000 Penalty: 3223.312256
	Iteration 52Q: 3 clusters Score -1898000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1897993.750000 Penalty: 3223.312256
	Iteration 53Q: 3 clusters Score -1897994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1898011.125000 Penalty: 3223.312256
	Iteration 54Q: 3 clusters Score -1898011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1898016.000000 Penalty: 3223.312256
	Iteration 55Q: 3 clusters Score -1898016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1898018.375000 Penalty: 3223.312256
	Iteration 56Q: 3 clusters Score -1898018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1898016.750000 Penalty: 3223.312256
	Iteration 57Q: 3 clusters Score -1898017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1898025.000000 Penalty: 3223.312256
	Iteration 58Q: 3 clusters Score -1898025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1898025.125000 Penalty: 3223.312256
	Iteration 59Q: 3 clusters Score -1898025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1898026.750000 Penalty: 3223.312256
	Iteration 60F: 3 clusters Score -1898027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1898036.875000 Penalty: 3223.312256
	Iteration 61Q: 3 clusters Score -1898037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1898035.500000 Penalty: 3223.312256
	Iteration 62Q: 3 clusters Score -1898036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1898039.125000 Penalty: 3223.312256
	Iteration 63Q: 3 clusters Score -1898039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1898033.625000 Penalty: 3223.312256
	Iteration 64Q: 3 clusters Score -1898034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1898041.625000 Penalty: 3223.312256
	Iteration 65Q: 3 clusters Score -1898042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1898041.750000 Penalty: 3223.312256
	Iteration 66Q: 3 clusters Score -1898042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1898042.000000 Penalty: 3223.312256
	Iteration 67Q: 3 clusters Score -1898042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1898046.000000 Penalty: 3223.312256
	Iteration 68Q: 3 clusters Score -1898046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1898045.500000 Penalty: 3223.312256
	Iteration 69Q: 3 clusters Score -1898046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1898044.625000 Penalty: 3223.312256
	Iteration 70Q: 3 clusters Score -1898045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1898040.250000 Penalty: 3223.312256
	Iteration 71Q: 3 clusters Score -1898040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1898040.375000 Penalty: 3223.312256
	Iteration 72Q: 3 clusters Score -1898040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1898036.375000 Penalty: 3223.312256
	Iteration 73Q: 3 clusters Score -1898036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1898036.375000 Penalty: 3223.312256
	Iteration 74Q: 3 clusters Score -1898036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1898040.250000 Penalty: 3223.312256
	Iteration 75Q: 3 clusters Score -1898040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1898044.625000 Penalty: 3223.312256
	Iteration 76Q: 3 clusters Score -1898045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1898045.250000 Penalty: 3223.312256
	Iteration 77Q: 3 clusters Score -1898045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1898044.500000 Penalty: 3223.312256
	Iteration 78Q: 3 clusters Score -1898044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1898054.500000 Penalty: 3223.312256
	Iteration 79Q: 3 clusters Score -1898054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1898054.625000 Penalty: 3223.312256
	Iteration 80F: 3 clusters Score -1898055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1898048.875000 Penalty: 3223.312256
	Iteration 81Q: 3 clusters Score -1898049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1898053.000000 Penalty: 3223.312256
	Iteration 82Q: 3 clusters Score -1898053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1898054.750000 Penalty: 3223.312256
	Iteration 83Q: 3 clusters Score -1898055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1898057.375000 Penalty: 3223.312256
	Iteration 84Q: 3 clusters Score -1898057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1898060.750000 Penalty: 3223.312256
	Iteration 85Q: 3 clusters Score -1898061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1898060.000000 Penalty: 3223.312256
	Iteration 86Q: 3 clusters Score -1898060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1898060.750000 Penalty: 3223.312256
	Iteration 87Q: 3 clusters Score -1898061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1898060.625000 Penalty: 3223.312256
	Iteration 88Q: 3 clusters Score -1898061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1898058.625000 Penalty: 3223.312256
	Iteration 89Q: 3 clusters Score -1898059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1898059.000000 Penalty: 3223.312256
	Iteration 90Q: 3 clusters Score -1898059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1898060.875000 Penalty: 3223.312256
	Iteration 91Q: 3 clusters Score -1898061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1898062.375000 Penalty: 3223.312256
	Iteration 92Q: 3 clusters Score -1898062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1898058.125000 Penalty: 3223.312256
	Iteration 93Q: 3 clusters Score -1898058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1898062.625000 Penalty: 3223.312256
	Iteration 94Q: 3 clusters Score -1898063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1898067.375000 Penalty: 3223.312256
	Iteration 95Q: 3 clusters Score -1898067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1898068.500000 Penalty: 3223.312256
	Iteration 96Q: 3 clusters Score -1898068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1898065.250000 Penalty: 3223.312256
	Iteration 97Q: 3 clusters Score -1898065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1898067.375000 Penalty: 3223.312256
	Iteration 98Q: 3 clusters Score -1898067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1898071.875000 Penalty: 3223.312256
	Iteration 99Q: 3 clusters Score -1898072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1898073.000000 Penalty: 3223.312256
	Iteration 100F: 3 clusters Score -1898073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1898074.000000 Penalty: 3223.312256
	Iteration 101Q: 3 clusters Score -1898074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1898075.750000 Penalty: 3223.312256
	Iteration 102Q: 3 clusters Score -1898076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1898079.875000 Penalty: 3223.312256
	Iteration 103Q: 3 clusters Score -1898080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1898081.750000 Penalty: 3223.312256
	Iteration 104Q: 3 clusters Score -1898082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1898085.750000 Penalty: 3223.312256
	Iteration 105Q: 3 clusters Score -1898086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1898085.875000 Penalty: 3223.312256
	Iteration 106Q: 3 clusters Score -1898086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1898091.000000 Penalty: 3223.312256
	Iteration 107Q: 3 clusters Score -1898091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1898101.250000 Penalty: 3223.312256
	Iteration 108Q: 3 clusters Score -1898101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1898102.125000 Penalty: 3223.312256
	Iteration 109Q: 3 clusters Score -1898102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1898100.250000 Penalty: 3223.312256
	Iteration 110Q: 3 clusters Score -1898100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1898100.500000 Penalty: 3223.312256
	Iteration 111Q: 3 clusters Score -1898100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1898108.125000 Penalty: 3223.312256
	Iteration 112Q: 3 clusters Score -1898108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1898118.375000 Penalty: 3223.312256
	Iteration 113Q: 3 clusters Score -1898118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1898125.875000 Penalty: 3223.312256
	Iteration 114Q: 3 clusters Score -1898126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1898127.625000 Penalty: 3223.312256
	Iteration 115Q: 3 clusters Score -1898128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1898133.125000 Penalty: 3223.312256
	Iteration 116Q: 3 clusters Score -1898133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1898140.125000 Penalty: 3223.312256
	Iteration 117Q: 3 clusters Score -1898140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1898153.625000 Penalty: 3223.312256
	Iteration 118Q: 3 clusters Score -1898154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1898164.375000 Penalty: 3223.312256
	Iteration 119Q: 3 clusters Score -1898164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1898172.250000 Penalty: 3223.312256
	Iteration 120F: 3 clusters Score -1898172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1898179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1898195.250000 Penalty: 3223.312256
	Iteration 122Q: 3 clusters Score -1898195 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1898210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1898221.125000 Penalty: 3223.312256
	Iteration 124Q: 3 clusters Score -1898221 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1898227.000000 Penalty: 3223.312256
	Iteration 125Q: 3 clusters Score -1898227 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1898244.750000 Penalty: 3223.312256
	Iteration 126Q: 3 clusters Score -1898245 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1898264.875000 Penalty: 3223.312256
	Iteration 127Q: 3 clusters Score -1898265 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1898274.875000 Penalty: 3223.312256
	Iteration 128Q: 3 clusters Score -1898275 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1898305.750000 Penalty: 3223.312256
	Iteration 129Q: 3 clusters Score -1898306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1898327.000000 Penalty: 3223.312256
	Iteration 130Q: 3 clusters Score -1898327 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1898347.875000 Penalty: 3223.312256
	Iteration 131Q: 3 clusters Score -1898348 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1898377.250000 Penalty: 3223.312256
	Iteration 132Q: 3 clusters Score -1898377 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1898401.000000 Penalty: 3223.312256
	Iteration 133Q: 3 clusters Score -1898401 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1898421.500000 Penalty: 3223.312256
	Iteration 134Q: 3 clusters Score -1898422 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1898448.125000 Penalty: 3223.312256
	Iteration 135Q: 3 clusters Score -1898448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1898468 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1898499 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1898524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1898553 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1898588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1898624 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1898648 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1898673 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1898688 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1898732 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1898762 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1898786 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1898826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1898863 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1898889 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1898912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1898951.875000 Penalty: 3223.312256
	Iteration 152Q: 3 clusters Score -1898952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1898983 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1899008.875000 Penalty: 3223.312256
	Iteration 154Q: 3 clusters Score -1899009 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1899024.625000 Penalty: 3223.312256
	Iteration 155Q: 3 clusters Score -1899025 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1899045 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1899076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1899088 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1899115.625000 Penalty: 3223.312256
	Iteration 159Q: 3 clusters Score -1899116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1899142.625000 Penalty: 3223.312256
	Iteration 160F: 3 clusters Score -1899143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1899171.875000 Penalty: 3223.312256
	Iteration 161Q: 3 clusters Score -1899172 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1899207.500000 Penalty: 3223.312256
	Iteration 162Q: 3 clusters Score -1899208 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1899243.500000 Penalty: 3223.312256
	Iteration 163Q: 3 clusters Score -1899244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1899275.875000 Penalty: 3223.312256
	Iteration 164Q: 3 clusters Score -1899276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1899301 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1899327.750000 Penalty: 3223.312256
	Iteration 166Q: 3 clusters Score -1899328 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1899350.375000 Penalty: 3223.312256
	Iteration 167Q: 3 clusters Score -1899350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1899371.375000 Penalty: 3223.312256
	Iteration 168Q: 3 clusters Score -1899371 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1899392.000000 Penalty: 3223.312256
	Iteration 169Q: 3 clusters Score -1899392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1899400.750000 Penalty: 3223.312256
	Iteration 170Q: 3 clusters Score -1899401 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1899414.000000 Penalty: 3223.312256
	Iteration 171Q: 3 clusters Score -1899414 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1899423.625000 Penalty: 3223.312256
	Iteration 172Q: 3 clusters Score -1899424 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1899432.000000 Penalty: 3223.312256
	Iteration 173Q: 3 clusters Score -1899432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1899441.500000 Penalty: 3223.312256
	Iteration 174Q: 3 clusters Score -1899442 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1899444.875000 Penalty: 3223.312256
	Iteration 175Q: 3 clusters Score -1899445 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1899451.250000 Penalty: 3223.312256
	Iteration 176Q: 3 clusters Score -1899451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1899453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1899467 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1899480.250000 Penalty: 3223.312256
	Iteration 179Q: 3 clusters Score -1899480 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1899487.250000 Penalty: 3223.312256
	Iteration 180F: 3 clusters Score -1899487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1899497.500000 Penalty: 3223.312256
	Iteration 181Q: 3 clusters Score -1899498 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1899500.875000 Penalty: 3223.312256
	Iteration 182Q: 3 clusters Score -1899501 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1899505.375000 Penalty: 3223.312256
	Iteration 183Q: 3 clusters Score -1899505 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1899514.000000 Penalty: 3223.312256
	Iteration 184Q: 3 clusters Score -1899514 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1899521.250000 Penalty: 3223.312256
	Iteration 185Q: 3 clusters Score -1899521 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1899527.875000 Penalty: 3223.312256
	Iteration 186Q: 3 clusters Score -1899528 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1899526 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1899530.625000 Penalty: 3223.312256
	Iteration 188Q: 3 clusters Score -1899531 nChanged 19
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Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1899530 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1899537.625000 Penalty: 3223.312256
	Iteration 190Q: 3 clusters Score -1899538 nChanged 26
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Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1899540.875000 Penalty: 3223.312256
	Iteration 191Q: 3 clusters Score -1899541 nChanged 16
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Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1899547.375000 Penalty: 3223.312256
	Iteration 192Q: 3 clusters Score -1899547 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1899556.000000 Penalty: 3223.312256
	Iteration 193Q: 3 clusters Score -1899556 nChanged 31
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Mstep: Class 1 contains 18418 members 
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	Iteration 194Q: 3 clusters Score -1899564 nChanged 36
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Mstep: Class 1 contains 18452 members 
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Entering Unmasked Estep 
Score: -1899571.250000 Penalty: 3223.312256
	Iteration 195Q: 3 clusters Score -1899571 nChanged 32
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Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1899580.000000 Penalty: 3223.312256
	Iteration 196Q: 3 clusters Score -1899580 nChanged 13
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1899582 nChanged 11
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Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1899587 nChanged 8
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Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1899581 nChanged 13
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Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1899584.875000 Penalty: 3223.312256
	Iteration 200F: 3 clusters Score -1899585 nChanged 12
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Mstep: Class 1 contains 18535 members 
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	Iteration 201Q: 3 clusters Score -1899590 nChanged 11
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Mstep: Class 1 contains 18544 members 
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	Iteration 202Q: 3 clusters Score -1899591 nChanged 8
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Mstep: Class 1 contains 18552 members 
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Entering Unmasked Estep 
Score: -1899592.875000 Penalty: 3223.312256
	Iteration 203Q: 3 clusters Score -1899593 nChanged 10
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Mstep: Class 1 contains 18560 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1899591 nChanged 9
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Mstep: Class 1 contains 18569 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1899592 nChanged 6
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Mstep: Class 1 contains 18575 members 
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Entering Unmasked Estep 
Score: -1899594.250000 Penalty: 3223.312256
	Iteration 206Q: 3 clusters Score -1899594 nChanged 5
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Mstep: Class 1 contains 18580 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1899593 nChanged 3
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Entering Unmasked Estep 
Score: -1899595.000000 Penalty: 3223.312256
	Iteration 208Q: 3 clusters Score -1899595 nChanged 6
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Mstep: Class 1 contains 18589 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1899594 nChanged 8
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Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1899600.500000 Penalty: 3223.312256
	Iteration 210Q: 3 clusters Score -1899600 nChanged 9
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Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1899604.625000 Penalty: 3223.312256
	Iteration 211Q: 3 clusters Score -1899605 nChanged 9
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Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1899601.625000 Penalty: 3223.312256
	Iteration 212Q: 3 clusters Score -1899602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1899602.500000 Penalty: 3223.312256
	Iteration 213Q: 3 clusters Score -1899602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1899603.750000 Penalty: 3223.312256
	Iteration 214Q: 3 clusters Score -1899604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1899612.000000 Penalty: 3223.312256
	Iteration 215Q: 3 clusters Score -1899612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1899616.000000 Penalty: 3223.312256
	Iteration 216Q: 3 clusters Score -1899616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1899617.875000 Penalty: 3223.312256
	Iteration 217Q: 3 clusters Score -1899618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1899614.875000 Penalty: 3223.312256
	Iteration 218Q: 3 clusters Score -1899615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1899618.375000 Penalty: 3223.312256
	Iteration 219Q: 3 clusters Score -1899618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1899616.000000 Penalty: 3223.312256
	Iteration 220F: 3 clusters Score -1899616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1899618.000000 Penalty: 3223.312256
	Iteration 221Q: 3 clusters Score -1899618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1899620.625000 Penalty: 3223.312256
	Iteration 222Q: 3 clusters Score -1899621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1899619.000000 Penalty: 3223.312256
	Iteration 223Q: 3 clusters Score -1899619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1899623.375000 Penalty: 3223.312256
	Iteration 224Q: 3 clusters Score -1899623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1899622.250000 Penalty: 3223.312256
	Iteration 225Q: 3 clusters Score -1899622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1899624.875000 Penalty: 3223.312256
	Iteration 226Q: 3 clusters Score -1899625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1899624.875000 Penalty: 3223.312256
	Iteration 227Q: 3 clusters Score -1899625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1899629.000000 Penalty: 3223.312256
	Iteration 228Q: 3 clusters Score -1899629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1899627.625000 Penalty: 3223.312256
	Iteration 229Q: 3 clusters Score -1899628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1899627.125000 Penalty: 3223.312256
	Iteration 230Q: 3 clusters Score -1899627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1899627.250000 Penalty: 3223.312256
	Iteration 231Q: 3 clusters Score -1899627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1899629.250000 Penalty: 3223.312256
	Iteration 232Q: 3 clusters Score -1899629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1899632.750000 Penalty: 3223.312256
	Iteration 233Q: 3 clusters Score -1899633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1899629.000000 Penalty: 3223.312256
	Iteration 234Q: 3 clusters Score -1899629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1899627.500000 Penalty: 3223.312256
	Iteration 235Q: 3 clusters Score -1899628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1899629.375000 Penalty: 3223.312256
	Iteration 236Q: 3 clusters Score -1899629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1899632.375000 Penalty: 3223.312256
	Iteration 237Q: 3 clusters Score -1899632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1899633.000000 Penalty: 3223.312256
	Iteration 238Q: 3 clusters Score -1899633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1899633.000000 Penalty: 3223.312256
	Iteration 239F: 3 clusters Score -1899633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Entering Unmasked Estep 
Score: -1153910.500000 Penalty: 1528.820312
	Iteration 0F: 2 clusters Score -1153910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1145339.375000 Penalty: 3057.640625
	Iteration 0F: 3 clusters Score -1145339 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1148320.875000 Penalty: 3057.640625
	Iteration 1F: 3 clusters Score -1148321 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1148696.125000 Penalty: 3057.640625
	Iteration 2F: 3 clusters Score -1148696 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1149034.750000 Penalty: 3057.640625
	Iteration 3F: 3 clusters Score -1149035 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1149344.500000 Penalty: 3057.640625
	Iteration 4F: 3 clusters Score -1149344 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1149609.625000 Penalty: 3057.640625
	Iteration 5Q: 3 clusters Score -1149610 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1149892.125000 Penalty: 3057.640625
	Iteration 6Q: 3 clusters Score -1149892 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1150159.500000 Penalty: 3057.640625
	Iteration 7Q: 3 clusters Score -1150160 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1150435.750000 Penalty: 3057.640625
	Iteration 8Q: 3 clusters Score -1150436 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1150681.000000 Penalty: 3057.640625
	Iteration 9Q: 3 clusters Score -1150681 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1150900.750000 Penalty: 3057.640625
	Iteration 10Q: 3 clusters Score -1150901 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1151068.750000 Penalty: 3057.640625
	Iteration 11Q: 3 clusters Score -1151069 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1151155.000000 Penalty: 3057.640625
	Iteration 12Q: 3 clusters Score -1151155 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1151209.750000 Penalty: 3057.640625
	Iteration 13Q: 3 clusters Score -1151210 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1151246.375000 Penalty: 3057.640625
	Iteration 14Q: 3 clusters Score -1151246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1151278.500000 Penalty: 3057.640625
	Iteration 15Q: 3 clusters Score -1151278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1151301.875000 Penalty: 3057.640625
	Iteration 16Q: 3 clusters Score -1151302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1151322.750000 Penalty: 3057.640625
	Iteration 17Q: 3 clusters Score -1151323 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1151344.625000 Penalty: 3057.640625
	Iteration 18Q: 3 clusters Score -1151345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1151368.500000 Penalty: 3057.640625
	Iteration 19Q: 3 clusters Score -1151368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1151390.625000 Penalty: 3057.640625
	Iteration 20F: 3 clusters Score -1151391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1151408.750000 Penalty: 3057.640625
	Iteration 21Q: 3 clusters Score -1151409 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1151441.125000 Penalty: 3057.640625
	Iteration 22Q: 3 clusters Score -1151441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1151455.375000 Penalty: 3057.640625
	Iteration 23Q: 3 clusters Score -1151455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1151473.250000 Penalty: 3057.640625
	Iteration 24Q: 3 clusters Score -1151473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1151486.750000 Penalty: 3057.640625
	Iteration 25Q: 3 clusters Score -1151487 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1151500.500000 Penalty: 3057.640625
	Iteration 26Q: 3 clusters Score -1151500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1151515.750000 Penalty: 3057.640625
	Iteration 27Q: 3 clusters Score -1151516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1151540.375000 Penalty: 3057.640625
	Iteration 28Q: 3 clusters Score -1151540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1151563.250000 Penalty: 3057.640625
	Iteration 29Q: 3 clusters Score -1151563 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1151582.000000 Penalty: 3057.640625
	Iteration 30Q: 3 clusters Score -1151582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1151603.625000 Penalty: 3057.640625
	Iteration 31Q: 3 clusters Score -1151604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1151635.250000 Penalty: 3057.640625
	Iteration 32Q: 3 clusters Score -1151635 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1151664.125000 Penalty: 3057.640625
	Iteration 33Q: 3 clusters Score -1151664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1151710.000000 Penalty: 3057.640625
	Iteration 34Q: 3 clusters Score -1151710 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1151751.875000 Penalty: 3057.640625
	Iteration 35Q: 3 clusters Score -1151752 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1151795.875000 Penalty: 3057.640625
	Iteration 36Q: 3 clusters Score -1151796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1151846.125000 Penalty: 3057.640625
	Iteration 37Q: 3 clusters Score -1151846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1151882.750000 Penalty: 3057.640625
	Iteration 38Q: 3 clusters Score -1151883 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1151931.750000 Penalty: 3057.640625
	Iteration 39Q: 3 clusters Score -1151932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1151991.125000 Penalty: 3057.640625
	Iteration 40F: 3 clusters Score -1151991 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1152051.750000 Penalty: 3057.640625
	Iteration 41Q: 3 clusters Score -1152052 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1152119.500000 Penalty: 3057.640625
	Iteration 42Q: 3 clusters Score -1152120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1152191.500000 Penalty: 3057.640625
	Iteration 43Q: 3 clusters Score -1152192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1152257.250000 Penalty: 3057.640625
	Iteration 44Q: 3 clusters Score -1152257 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1152322.500000 Penalty: 3057.640625
	Iteration 45Q: 3 clusters Score -1152322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1152369.125000 Penalty: 3057.640625
	Iteration 46Q: 3 clusters Score -1152369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1152407.875000 Penalty: 3057.640625
	Iteration 47Q: 3 clusters Score -1152408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1152435.750000 Penalty: 3057.640625
	Iteration 48Q: 3 clusters Score -1152436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1152460.500000 Penalty: 3057.640625
	Iteration 49Q: 3 clusters Score -1152460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1152484.875000 Penalty: 3057.640625
	Iteration 50Q: 3 clusters Score -1152485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1152505.000000 Penalty: 3057.640625
	Iteration 51Q: 3 clusters Score -1152505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1152520.750000 Penalty: 3057.640625
	Iteration 52Q: 3 clusters Score -1152521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1152533.625000 Penalty: 3057.640625
	Iteration 53Q: 3 clusters Score -1152534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1152549.500000 Penalty: 3057.640625
	Iteration 54Q: 3 clusters Score -1152550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1152560.000000 Penalty: 3057.640625
	Iteration 55Q: 3 clusters Score -1152560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1152570.500000 Penalty: 3057.640625
	Iteration 56Q: 3 clusters Score -1152570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1152579.750000 Penalty: 3057.640625
	Iteration 57Q: 3 clusters Score -1152580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1152588.500000 Penalty: 3057.640625
	Iteration 58Q: 3 clusters Score -1152588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1152596.625000 Penalty: 3057.640625
	Iteration 59Q: 3 clusters Score -1152597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1152608.250000 Penalty: 3057.640625
	Iteration 60F: 3 clusters Score -1152608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1152618.500000 Penalty: 3057.640625
	Iteration 61Q: 3 clusters Score -1152618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1152628.125000 Penalty: 3057.640625
	Iteration 62Q: 3 clusters Score -1152628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1152635.625000 Penalty: 3057.640625
	Iteration 63Q: 3 clusters Score -1152636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1152643.875000 Penalty: 3057.640625
	Iteration 64Q: 3 clusters Score -1152644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1152646.750000 Penalty: 3057.640625
	Iteration 65Q: 3 clusters Score -1152647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1152647.500000 Penalty: 3057.640625
	Iteration 66Q: 3 clusters Score -1152648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1152652.375000 Penalty: 3057.640625
	Iteration 67Q: 3 clusters Score -1152652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1152660.375000 Penalty: 3057.640625
	Iteration 68Q: 3 clusters Score -1152660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1152665.500000 Penalty: 3057.640625
	Iteration 69Q: 3 clusters Score -1152666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1152669.250000 Penalty: 3057.640625
	Iteration 70Q: 3 clusters Score -1152669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1152670.375000 Penalty: 3057.640625
	Iteration 71Q: 3 clusters Score -1152670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1152675.125000 Penalty: 3057.640625
	Iteration 72Q: 3 clusters Score -1152675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1152674.125000 Penalty: 3057.640625
	Iteration 73Q: 3 clusters Score -1152674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1152675.375000 Penalty: 3057.640625
	Iteration 74Q: 3 clusters Score -1152675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1152677.500000 Penalty: 3057.640625
	Iteration 75Q: 3 clusters Score -1152678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1152677.625000 Penalty: 3057.640625
	Iteration 76Q: 3 clusters Score -1152678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1152681.125000 Penalty: 3057.640625
	Iteration 77Q: 3 clusters Score -1152681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1152683.750000 Penalty: 3057.640625
	Iteration 78Q: 3 clusters Score -1152684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1152690.500000 Penalty: 3057.640625
	Iteration 79Q: 3 clusters Score -1152690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1152696.750000 Penalty: 3057.640625
	Iteration 80F: 3 clusters Score -1152697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1152704.125000 Penalty: 3057.640625
	Iteration 81Q: 3 clusters Score -1152704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1152706.375000 Penalty: 3057.640625
	Iteration 82Q: 3 clusters Score -1152706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1152711.625000 Penalty: 3057.640625
	Iteration 83Q: 3 clusters Score -1152712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1152712.750000 Penalty: 3057.640625
	Iteration 84Q: 3 clusters Score -1152713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1152714.250000 Penalty: 3057.640625
	Iteration 85Q: 3 clusters Score -1152714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1152719.375000 Penalty: 3057.640625
	Iteration 86Q: 3 clusters Score -1152719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1152724.250000 Penalty: 3057.640625
	Iteration 87Q: 3 clusters Score -1152724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1152730.000000 Penalty: 3057.640625
	Iteration 88Q: 3 clusters Score -1152730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1152730.000000 Penalty: 3057.640625
	Iteration 89Q: 3 clusters Score -1152730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1152731.625000 Penalty: 3057.640625
	Iteration 90Q: 3 clusters Score -1152732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1152731.625000 Penalty: 3057.640625
	Iteration 91Q: 3 clusters Score -1152732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1152737.625000 Penalty: 3057.640625
	Iteration 92Q: 3 clusters Score -1152738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1152740.000000 Penalty: 3057.640625
	Iteration 93Q: 3 clusters Score -1152740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1152742.125000 Penalty: 3057.640625
	Iteration 94Q: 3 clusters Score -1152742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1152744.125000 Penalty: 3057.640625
	Iteration 95Q: 3 clusters Score -1152744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1152744.875000 Penalty: 3057.640625
	Iteration 96Q: 3 clusters Score -1152745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1152744.250000 Penalty: 3057.640625
	Iteration 97Q: 3 clusters Score -1152744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1152745.625000 Penalty: 3057.640625
	Iteration 98Q: 3 clusters Score -1152746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1152745.625000 Penalty: 3057.640625
	Iteration 99F: 3 clusters Score -1152746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -214194.421875 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -214194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -211862.593750 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -211862.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -212363.296875 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -212363.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -212483.937500 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -212483.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -212545.453125 Penalty: 2518.389648
	Iteration 3Q: 3 clusters Score -212545.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -212583.234375 Penalty: 2518.389648
	Iteration 4Q: 3 clusters Score -212583.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -212605.546875 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -212605.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -212624.843750 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -212624.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -212635.296875 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -212635.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -212643.968750 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -212644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -212650.421875 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -212650.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -212652.125000 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -212652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -212653.859375 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -212653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -212654.843750 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -212654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -212655.265625 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -212655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -212655.734375 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -212655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -212656.046875 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -212656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -212658.296875 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -212658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -212659.468750 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -212659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -212660.218750 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -212660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -212660.218750 Penalty: 2518.389648
	Iteration 19F: 3 clusters Score -212660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Entering Unmasked Estep 
Score: -1906683.250000 Penalty: 1618.747070
	Iteration 0F: 2 clusters Score -1906683 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 10676 members 
Entering Unmasked Estep 
Score: -1892287.500000 Penalty: 3237.494141
	Iteration 0F: 3 clusters Score -1892288 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1897424.750000 Penalty: 3237.494141
	Iteration 1F: 3 clusters Score -1897425 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1897727.375000 Penalty: 3237.494141
	Iteration 2Q: 3 clusters Score -1897727 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1898023.125000 Penalty: 3237.494141
	Iteration 3Q: 3 clusters Score -1898023 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1898322.000000 Penalty: 3237.494141
	Iteration 4Q: 3 clusters Score -1898322 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1898717.750000 Penalty: 3237.494141
	Iteration 5Q: 3 clusters Score -1898718 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1899266.750000 Penalty: 3237.494141
	Iteration 6Q: 3 clusters Score -1899267 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1900030.375000 Penalty: 3237.494141
	Iteration 7F: 3 clusters Score -1900030 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1901104.375000 Penalty: 3237.494141
	Iteration 8F: 3 clusters Score -1901104 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1902395.875000 Penalty: 3237.494141
	Iteration 9F: 3 clusters Score -1902396 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -1903541.625000 Penalty: 3237.494141
	Iteration 10F: 3 clusters Score -1903542 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1904286.750000 Penalty: 3237.494141
	Iteration 11Q: 3 clusters Score -1904287 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1904700.500000 Penalty: 3237.494141
	Iteration 12Q: 3 clusters Score -1904700 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -1904905.750000 Penalty: 3237.494141
	Iteration 13Q: 3 clusters Score -1904906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1905023.750000 Penalty: 3237.494141
	Iteration 14Q: 3 clusters Score -1905024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1905099.875000 Penalty: 3237.494141
	Iteration 15Q: 3 clusters Score -1905100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -1905157.875000 Penalty: 3237.494141
	Iteration 16Q: 3 clusters Score -1905158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1905175.250000 Penalty: 3237.494141
	Iteration 17Q: 3 clusters Score -1905175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1905191.000000 Penalty: 3237.494141
	Iteration 18Q: 3 clusters Score -1905191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -1905210.875000 Penalty: 3237.494141
	Iteration 19Q: 3 clusters Score -1905211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -1905230.000000 Penalty: 3237.494141
	Iteration 20F: 3 clusters Score -1905230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1905245.375000 Penalty: 3237.494141
	Iteration 21Q: 3 clusters Score -1905245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1905249.750000 Penalty: 3237.494141
	Iteration 22Q: 3 clusters Score -1905250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -1905252.750000 Penalty: 3237.494141
	Iteration 23Q: 3 clusters Score -1905253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -1905256.750000 Penalty: 3237.494141
	Iteration 24Q: 3 clusters Score -1905257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1905261.000000 Penalty: 3237.494141
	Iteration 25Q: 3 clusters Score -1905261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -1905267.500000 Penalty: 3237.494141
	Iteration 26Q: 3 clusters Score -1905268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1905272.250000 Penalty: 3237.494141
	Iteration 27Q: 3 clusters Score -1905272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -1905275.875000 Penalty: 3237.494141
	Iteration 28Q: 3 clusters Score -1905276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -1905281.750000 Penalty: 3237.494141
	Iteration 29Q: 3 clusters Score -1905282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -1905285.125000 Penalty: 3237.494141
	Iteration 30Q: 3 clusters Score -1905285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -1905286.500000 Penalty: 3237.494141
	Iteration 31Q: 3 clusters Score -1905286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -1905296.625000 Penalty: 3237.494141
	Iteration 32Q: 3 clusters Score -1905297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -1905302.125000 Penalty: 3237.494141
	Iteration 33Q: 3 clusters Score -1905302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -1905302.125000 Penalty: 3237.494141
	Iteration 34F: 3 clusters Score -1905302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Entering Unmasked Estep 
Score: -2811305.000000 Penalty: 1675.123535
	Iteration 0F: 2 clusters Score -2811305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2791101.000000 Penalty: 3350.247070
	Iteration 0F: 3 clusters Score -2791101 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2798858.000000 Penalty: 3350.247070
	Iteration 1F: 3 clusters Score -2798858 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2799327.750000 Penalty: 3350.247070
	Iteration 2Q: 3 clusters Score -2799328 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2799910.250000 Penalty: 3350.247070
	Iteration 3Q: 3 clusters Score -2799910 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2800623.250000 Penalty: 3350.247070
	Iteration 4Q: 3 clusters Score -2800623 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2801596.000000 Penalty: 3350.247070
	Iteration 5F: 3 clusters Score -2801596 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2802841.000000 Penalty: 3350.247070
	Iteration 6F: 3 clusters Score -2802841 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2804398.000000 Penalty: 3350.247070
	Iteration 7F: 3 clusters Score -2804398 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2805831.000000 Penalty: 3350.247070
	Iteration 8F: 3 clusters Score -2805831 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2806909.000000 Penalty: 3350.247070
	Iteration 9Q: 3 clusters Score -2806909 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2807553.250000 Penalty: 3350.247070
	Iteration 10Q: 3 clusters Score -2807553 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2807963.750000 Penalty: 3350.247070
	Iteration 11Q: 3 clusters Score -2807964 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2808250.750000 Penalty: 3350.247070
	Iteration 12Q: 3 clusters Score -2808251 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2808494.000000 Penalty: 3350.247070
	Iteration 13Q: 3 clusters Score -2808494 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2808706.750000 Penalty: 3350.247070
	Iteration 14Q: 3 clusters Score -2808707 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2808891.500000 Penalty: 3350.247070
	Iteration 15Q: 3 clusters Score -2808892 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2809052.750000 Penalty: 3350.247070
	Iteration 16Q: 3 clusters Score -2809053 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2809191.750000 Penalty: 3350.247070
	Iteration 17Q: 3 clusters Score -2809192 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2809315.250000 Penalty: 3350.247070
	Iteration 18Q: 3 clusters Score -2809315 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2809435.750000 Penalty: 3350.247070
	Iteration 19Q: 3 clusters Score -2809436 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2809529.000000 Penalty: 3350.247070
	Iteration 20F: 3 clusters Score -2809529 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2809611.500000 Penalty: 3350.247070
	Iteration 21Q: 3 clusters Score -2809612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2809686.250000 Penalty: 3350.247070
	Iteration 22Q: 3 clusters Score -2809686 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2809749.250000 Penalty: 3350.247070
	Iteration 23Q: 3 clusters Score -2809749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2809781.500000 Penalty: 3350.247070
	Iteration 24Q: 3 clusters Score -2809782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2809816.500000 Penalty: 3350.247070
	Iteration 25Q: 3 clusters Score -2809816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2809841.000000 Penalty: 3350.247070
	Iteration 26Q: 3 clusters Score -2809841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2809868.000000 Penalty: 3350.247070
	Iteration 27Q: 3 clusters Score -2809868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2809896.250000 Penalty: 3350.247070
	Iteration 28Q: 3 clusters Score -2809896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2809913.250000 Penalty: 3350.247070
	Iteration 29Q: 3 clusters Score -2809913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2809940.000000 Penalty: 3350.247070
	Iteration 30Q: 3 clusters Score -2809940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2809957.250000 Penalty: 3350.247070
	Iteration 31Q: 3 clusters Score -2809957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2809970.000000 Penalty: 3350.247070
	Iteration 32Q: 3 clusters Score -2809970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2809981.250000 Penalty: 3350.247070
	Iteration 33Q: 3 clusters Score -2809981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2809982.750000 Penalty: 3350.247070
	Iteration 34Q: 3 clusters Score -2809983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2809992.750000 Penalty: 3350.247070
	Iteration 35Q: 3 clusters Score -2809993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2809994.750000 Penalty: 3350.247070
	Iteration 36Q: 3 clusters Score -2809995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2809996.500000 Penalty: 3350.247070
	Iteration 37Q: 3 clusters Score -2809996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2810003.750000 Penalty: 3350.247070
	Iteration 38Q: 3 clusters Score -2810004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2810004.250000 Penalty: 3350.247070
	Iteration 39Q: 3 clusters Score -2810004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2810009.250000 Penalty: 3350.247070
	Iteration 40F: 3 clusters Score -2810009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2810015.250000 Penalty: 3350.247070
	Iteration 41Q: 3 clusters Score -2810015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2810021.250000 Penalty: 3350.247070
	Iteration 42Q: 3 clusters Score -2810021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2810028.500000 Penalty: 3350.247070
	Iteration 43Q: 3 clusters Score -2810028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2810030.250000 Penalty: 3350.247070
	Iteration 44Q: 3 clusters Score -2810030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2810032.500000 Penalty: 3350.247070
	Iteration 45Q: 3 clusters Score -2810032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2810032.500000 Penalty: 3350.247070
	Iteration 46Q: 3 clusters Score -2810032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2810031.500000 Penalty: 3350.247070
	Iteration 47Q: 3 clusters Score -2810032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2810031.000000 Penalty: 3350.247070
	Iteration 48Q: 3 clusters Score -2810031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2810034.000000 Penalty: 3350.247070
	Iteration 49Q: 3 clusters Score -2810034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2810034.000000 Penalty: 3350.247070
	Iteration 50Q: 3 clusters Score -2810034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2810035.500000 Penalty: 3350.247070
	Iteration 51Q: 3 clusters Score -2810036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2810035.500000 Penalty: 3350.247070
	Iteration 52Q: 3 clusters Score -2810036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2810037.500000 Penalty: 3350.247070
	Iteration 53Q: 3 clusters Score -2810038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2810035.500000 Penalty: 3350.247070
	Iteration 54Q: 3 clusters Score -2810036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2810042.250000 Penalty: 3350.247070
	Iteration 55Q: 3 clusters Score -2810042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2810041.250000 Penalty: 3350.247070
	Iteration 56Q: 3 clusters Score -2810041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2810041.000000 Penalty: 3350.247070
	Iteration 57Q: 3 clusters Score -2810041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2810043.750000 Penalty: 3350.247070
	Iteration 58Q: 3 clusters Score -2810044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2810043.750000 Penalty: 3350.247070
	Iteration 59Q: 3 clusters Score -2810044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2810042.000000 Penalty: 3350.247070
	Iteration 60F: 3 clusters Score -2810042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Entering Unmasked Estep 
Score: -5654419.500000 Penalty: 1789.216675
	Iteration 0F: 2 clusters Score -5654420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -5613952.500000 Penalty: 3578.433350
	Iteration 0F: 3 clusters Score -5613952 nChanged 28691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -5630658.500000 Penalty: 3578.433350
	Iteration 1F: 3 clusters Score -5630658 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -5631487.000000 Penalty: 3578.433350
	Iteration 2Q: 3 clusters Score -5631487 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -5632525.500000 Penalty: 3578.433350
	Iteration 3Q: 3 clusters Score -5632526 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -5633753.000000 Penalty: 3578.433350
	Iteration 4Q: 3 clusters Score -5633753 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -5635145.500000 Penalty: 3578.433350
	Iteration 5Q: 3 clusters Score -5635146 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5636767.000000 Penalty: 3578.433350
	Iteration 6F: 3 clusters Score -5636767 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -5638663.500000 Penalty: 3578.433350
	Iteration 7F: 3 clusters Score -5638664 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -5640815.000000 Penalty: 3578.433350
	Iteration 8F: 3 clusters Score -5640815 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -5642788.500000 Penalty: 3578.433350
	Iteration 9F: 3 clusters Score -5642788 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -5644213.000000 Penalty: 3578.433350
	Iteration 10Q: 3 clusters Score -5644213 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -5644920.500000 Penalty: 3578.433350
	Iteration 11Q: 3 clusters Score -5644920 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -5645241.500000 Penalty: 3578.433350
	Iteration 12Q: 3 clusters Score -5645242 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -5645440.500000 Penalty: 3578.433350
	Iteration 13Q: 3 clusters Score -5645440 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -5645593.000000 Penalty: 3578.433350
	Iteration 14Q: 3 clusters Score -5645593 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -5645713.500000 Penalty: 3578.433350
	Iteration 15Q: 3 clusters Score -5645714 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5645818.000000 Penalty: 3578.433350
	Iteration 16Q: 3 clusters Score -5645818 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -5645958.500000 Penalty: 3578.433350
	Iteration 17Q: 3 clusters Score -5645958 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -5646097.000000 Penalty: 3578.433350
	Iteration 18Q: 3 clusters Score -5646097 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -5646230.500000 Penalty: 3578.433350
	Iteration 19Q: 3 clusters Score -5646230 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5646432.500000 Penalty: 3578.433350
	Iteration 20F: 3 clusters Score -5646432 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -5646657.000000 Penalty: 3578.433350
	Iteration 21Q: 3 clusters Score -5646657 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -5646904.000000 Penalty: 3578.433350
	Iteration 22Q: 3 clusters Score -5646904 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -5647142.500000 Penalty: 3578.433350
	Iteration 23Q: 3 clusters Score -5647142 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5647349.000000 Penalty: 3578.433350
	Iteration 24Q: 3 clusters Score -5647349 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -5647546.500000 Penalty: 3578.433350
	Iteration 25Q: 3 clusters Score -5647546 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -5647692.000000 Penalty: 3578.433350
	Iteration 26Q: 3 clusters Score -5647692 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5647847.500000 Penalty: 3578.433350
	Iteration 27Q: 3 clusters Score -5647848 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5648010.500000 Penalty: 3578.433350
	Iteration 28Q: 3 clusters Score -5648010 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5648138.500000 Penalty: 3578.433350
	Iteration 29Q: 3 clusters Score -5648138 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5648271.500000 Penalty: 3578.433350
	Iteration 30Q: 3 clusters Score -5648272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5648323.500000 Penalty: 3578.433350
	Iteration 31Q: 3 clusters Score -5648324 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5648382.000000 Penalty: 3578.433350
	Iteration 32Q: 3 clusters Score -5648382 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -5648496.500000 Penalty: 3578.433350
	Iteration 33Q: 3 clusters Score -5648496 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5648599.500000 Penalty: 3578.433350
	Iteration 34Q: 3 clusters Score -5648600 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -5648675.500000 Penalty: 3578.433350
	Iteration 35Q: 3 clusters Score -5648676 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -5648737.500000 Penalty: 3578.433350
	Iteration 36Q: 3 clusters Score -5648738 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5648845.000000 Penalty: 3578.433350
	Iteration 37Q: 3 clusters Score -5648845 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5648924.500000 Penalty: 3578.433350
	Iteration 38Q: 3 clusters Score -5648924 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5649015.500000 Penalty: 3578.433350
	Iteration 39Q: 3 clusters Score -5649016 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -5649107.500000 Penalty: 3578.433350
	Iteration 40F: 3 clusters Score -5649108 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -5649164.000000 Penalty: 3578.433350
	Iteration 41Q: 3 clusters Score -5649164 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5649237.500000 Penalty: 3578.433350
	Iteration 42Q: 3 clusters Score -5649238 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5649322.500000 Penalty: 3578.433350
	Iteration 43Q: 3 clusters Score -5649322 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -5649407.500000 Penalty: 3578.433350
	Iteration 44Q: 3 clusters Score -5649408 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -5649474.000000 Penalty: 3578.433350
	Iteration 45Q: 3 clusters Score -5649474 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -5649550.500000 Penalty: 3578.433350
	Iteration 46Q: 3 clusters Score -5649550 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -5649621.000000 Penalty: 3578.433350
	Iteration 47Q: 3 clusters Score -5649621 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -5649709.000000 Penalty: 3578.433350
	Iteration 48Q: 3 clusters Score -5649709 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5649830.500000 Penalty: 3578.433350
	Iteration 49Q: 3 clusters Score -5649830 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -5649935.000000 Penalty: 3578.433350
	Iteration 50Q: 3 clusters Score -5649935 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -5650041.500000 Penalty: 3578.433350
	Iteration 51Q: 3 clusters Score -5650042 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -5650180.000000 Penalty: 3578.433350
	Iteration 52Q: 3 clusters Score -5650180 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5650295.500000 Penalty: 3578.433350
	Iteration 53Q: 3 clusters Score -5650296 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -5650404.500000 Penalty: 3578.433350
	Iteration 54Q: 3 clusters Score -5650404 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -5650571.000000 Penalty: 3578.433350
	Iteration 55Q: 3 clusters Score -5650571 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -5650695.500000 Penalty: 3578.433350
	Iteration 56Q: 3 clusters Score -5650696 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -5650849.000000 Penalty: 3578.433350
	Iteration 57Q: 3 clusters Score -5650849 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -5650983.000000 Penalty: 3578.433350
	Iteration 58Q: 3 clusters Score -5650983 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -5651057.000000 Penalty: 3578.433350
	Iteration 59Q: 3 clusters Score -5651057 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5651156.000000 Penalty: 3578.433350
	Iteration 60F: 3 clusters Score -5651156 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -5651287.000000 Penalty: 3578.433350
	Iteration 61Q: 3 clusters Score -5651287 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -5651390.500000 Penalty: 3578.433350
	Iteration 62Q: 3 clusters Score -5651390 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -5651492.000000 Penalty: 3578.433350
	Iteration 63Q: 3 clusters Score -5651492 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5651545.000000 Penalty: 3578.433350
	Iteration 64Q: 3 clusters Score -5651545 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5651632.500000 Penalty: 3578.433350
	Iteration 65Q: 3 clusters Score -5651632 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5651716.500000 Penalty: 3578.433350
	Iteration 66Q: 3 clusters Score -5651716 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -5651796.000000 Penalty: 3578.433350
	Iteration 67Q: 3 clusters Score -5651796 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -5651877.000000 Penalty: 3578.433350
	Iteration 68Q: 3 clusters Score -5651877 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -5651948.000000 Penalty: 3578.433350
	Iteration 69Q: 3 clusters Score -5651948 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5652002.500000 Penalty: 3578.433350
	Iteration 70Q: 3 clusters Score -5652002 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5652094.500000 Penalty: 3578.433350
	Iteration 71Q: 3 clusters Score -5652094 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5652177.500000 Penalty: 3578.433350
	Iteration 72Q: 3 clusters Score -5652178 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5652234.500000 Penalty: 3578.433350
	Iteration 73Q: 3 clusters Score -5652234 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5652294.000000 Penalty: 3578.433350
	Iteration 74Q: 3 clusters Score -5652294 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5652352.000000 Penalty: 3578.433350
	Iteration 75Q: 3 clusters Score -5652352 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5652440.500000 Penalty: 3578.433350
	Iteration 76Q: 3 clusters Score -5652440 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5652524.500000 Penalty: 3578.433350
	Iteration 77Q: 3 clusters Score -5652524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5652574.500000 Penalty: 3578.433350
	Iteration 78Q: 3 clusters Score -5652574 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5652627.000000 Penalty: 3578.433350
	Iteration 79Q: 3 clusters Score -5652627 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5652666.000000 Penalty: 3578.433350
	Iteration 80F: 3 clusters Score -5652666 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5652696.500000 Penalty: 3578.433350
	Iteration 81Q: 3 clusters Score -5652696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5652754.500000 Penalty: 3578.433350
	Iteration 82Q: 3 clusters Score -5652754 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5652781.500000 Penalty: 3578.433350
	Iteration 83Q: 3 clusters Score -5652782 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5652798.000000 Penalty: 3578.433350
	Iteration 84Q: 3 clusters Score -5652798 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5652833.500000 Penalty: 3578.433350
	Iteration 85Q: 3 clusters Score -5652834 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5652877.000000 Penalty: 3578.433350
	Iteration 86Q: 3 clusters Score -5652877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5652908.500000 Penalty: 3578.433350
	Iteration 87Q: 3 clusters Score -5652908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5652946.000000 Penalty: 3578.433350
	Iteration 88Q: 3 clusters Score -5652946 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5652961.000000 Penalty: 3578.433350
	Iteration 89Q: 3 clusters Score -5652961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5652971.000000 Penalty: 3578.433350
	Iteration 90Q: 3 clusters Score -5652971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5652988.500000 Penalty: 3578.433350
	Iteration 91Q: 3 clusters Score -5652988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5653001.000000 Penalty: 3578.433350
	Iteration 92Q: 3 clusters Score -5653001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5652998.000000 Penalty: 3578.433350
	Iteration 93Q: 3 clusters Score -5652998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5653011.000000 Penalty: 3578.433350
	Iteration 94Q: 3 clusters Score -5653011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5653021.500000 Penalty: 3578.433350
	Iteration 95Q: 3 clusters Score -5653022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5653048.500000 Penalty: 3578.433350
	Iteration 96Q: 3 clusters Score -5653048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5653045.000000 Penalty: 3578.433350
	Iteration 97Q: 3 clusters Score -5653045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5653053.000000 Penalty: 3578.433350
	Iteration 98Q: 3 clusters Score -5653053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5653066.000000 Penalty: 3578.433350
	Iteration 99Q: 3 clusters Score -5653066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5653072.500000 Penalty: 3578.433350
	Iteration 100F: 3 clusters Score -5653072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5653079.500000 Penalty: 3578.433350
	Iteration 101Q: 3 clusters Score -5653080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5653079.500000 Penalty: 3578.433350
	Iteration 102Q: 3 clusters Score -5653080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5653076.500000 Penalty: 3578.433350
	Iteration 103Q: 3 clusters Score -5653076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5653082.500000 Penalty: 3578.433350
	Iteration 104Q: 3 clusters Score -5653082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5653097.000000 Penalty: 3578.433350
	Iteration 105Q: 3 clusters Score -5653097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5653107.500000 Penalty: 3578.433350
	Iteration 106Q: 3 clusters Score -5653108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5653110.000000 Penalty: 3578.433350
	Iteration 107Q: 3 clusters Score -5653110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5653114.500000 Penalty: 3578.433350
	Iteration 108Q: 3 clusters Score -5653114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5653118.000000 Penalty: 3578.433350
	Iteration 109Q: 3 clusters Score -5653118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5653120.500000 Penalty: 3578.433350
	Iteration 110Q: 3 clusters Score -5653120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5653121.000000 Penalty: 3578.433350
	Iteration 111Q: 3 clusters Score -5653121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5653128.500000 Penalty: 3578.433350
	Iteration 112Q: 3 clusters Score -5653128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5653127.500000 Penalty: 3578.433350
	Iteration 113Q: 3 clusters Score -5653128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5653124.500000 Penalty: 3578.433350
	Iteration 114Q: 3 clusters Score -5653124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5653133.000000 Penalty: 3578.433350
	Iteration 115Q: 3 clusters Score -5653133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5653134.000000 Penalty: 3578.433350
	Iteration 116Q: 3 clusters Score -5653134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5653137.000000 Penalty: 3578.433350
	Iteration 117Q: 3 clusters Score -5653137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5653132.500000 Penalty: 3578.433350
	Iteration 118Q: 3 clusters Score -5653132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5653132.500000 Penalty: 3578.433350
	Iteration 119F: 3 clusters Score -5653132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -88168.289062 Penalty: 1136.960815
	Iteration 0F: 2 clusters Score -88168.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -86683.765625 Penalty: 2273.921631
	Iteration 0F: 3 clusters Score -86683.77 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87018.000000 Penalty: 2273.921631
	Iteration 1F: 3 clusters Score -87018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -87130.382812 Penalty: 2273.921631
	Iteration 2F: 3 clusters Score -87130.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87183.992188 Penalty: 2273.921631
	Iteration 3Q: 3 clusters Score -87183.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -87227.921875 Penalty: 2273.921631
	Iteration 4Q: 3 clusters Score -87227.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87250.914062 Penalty: 2273.921631
	Iteration 5Q: 3 clusters Score -87250.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87265.195312 Penalty: 2273.921631
	Iteration 6Q: 3 clusters Score -87265.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87279.953125 Penalty: 2273.921631
	Iteration 7Q: 3 clusters Score -87279.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87291.945312 Penalty: 2273.921631
	Iteration 8Q: 3 clusters Score -87291.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87297.875000 Penalty: 2273.921631
	Iteration 9Q: 3 clusters Score -87297.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87300.921875 Penalty: 2273.921631
	Iteration 10Q: 3 clusters Score -87300.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87304.367188 Penalty: 2273.921631
	Iteration 11Q: 3 clusters Score -87304.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87305.117188 Penalty: 2273.921631
	Iteration 12Q: 3 clusters Score -87305.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87305.609375 Penalty: 2273.921631
	Iteration 13Q: 3 clusters Score -87305.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87306.718750 Penalty: 2273.921631
	Iteration 14Q: 3 clusters Score -87306.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87306.718750 Penalty: 2273.921631
	Iteration 15F: 3 clusters Score -87306.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Entering Unmasked Estep 
Score: -4024189.500000 Penalty: 1734.180786
	Iteration 0F: 2 clusters Score -4024190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3995396.000000 Penalty: 3468.361572
	Iteration 0F: 3 clusters Score -3995396 nChanged 20071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4006922.500000 Penalty: 3468.361572
	Iteration 1F: 3 clusters Score -4006922 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4007702.500000 Penalty: 3468.361572
	Iteration 2Q: 3 clusters Score -4007702 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4008670.750000 Penalty: 3468.361572
	Iteration 3Q: 3 clusters Score -4008671 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -4009736.250000 Penalty: 3468.361572
	Iteration 4Q: 3 clusters Score -4009736 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4010939.250000 Penalty: 3468.361572
	Iteration 5F: 3 clusters Score -4010939 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4012475.750000 Penalty: 3468.361572
	Iteration 6F: 3 clusters Score -4012476 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4014354.500000 Penalty: 3468.361572
	Iteration 7F: 3 clusters Score -4014354 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4016389.000000 Penalty: 3468.361572
	Iteration 8F: 3 clusters Score -4016389 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4017910.250000 Penalty: 3468.361572
	Iteration 9F: 3 clusters Score -4017910 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4018678.250000 Penalty: 3468.361572
	Iteration 10Q: 3 clusters Score -4018678 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4019002.250000 Penalty: 3468.361572
	Iteration 11Q: 3 clusters Score -4019002 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4019230.750000 Penalty: 3468.361572
	Iteration 12Q: 3 clusters Score -4019231 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4019503.000000 Penalty: 3468.361572
	Iteration 13Q: 3 clusters Score -4019503 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4019727.750000 Penalty: 3468.361572
	Iteration 14Q: 3 clusters Score -4019728 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4019924.250000 Penalty: 3468.361572
	Iteration 15Q: 3 clusters Score -4019924 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4020098.250000 Penalty: 3468.361572
	Iteration 16Q: 3 clusters Score -4020098 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4020209.750000 Penalty: 3468.361572
	Iteration 17Q: 3 clusters Score -4020210 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4020334.500000 Penalty: 3468.361572
	Iteration 18Q: 3 clusters Score -4020334 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4020441.750000 Penalty: 3468.361572
	Iteration 19Q: 3 clusters Score -4020442 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -4020535.500000 Penalty: 3468.361572
	Iteration 20F: 3 clusters Score -4020536 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4020604.750000 Penalty: 3468.361572
	Iteration 21Q: 3 clusters Score -4020605 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4020713.750000 Penalty: 3468.361572
	Iteration 22Q: 3 clusters Score -4020714 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4020817.500000 Penalty: 3468.361572
	Iteration 23Q: 3 clusters Score -4020818 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4020904.500000 Penalty: 3468.361572
	Iteration 24Q: 3 clusters Score -4020904 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4021011.000000 Penalty: 3468.361572
	Iteration 25Q: 3 clusters Score -4021011 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -4021099.750000 Penalty: 3468.361572
	Iteration 26Q: 3 clusters Score -4021100 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4021195.250000 Penalty: 3468.361572
	Iteration 27Q: 3 clusters Score -4021195 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -4021310.750000 Penalty: 3468.361572
	Iteration 28Q: 3 clusters Score -4021311 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -4021403.000000 Penalty: 3468.361572
	Iteration 29Q: 3 clusters Score -4021403 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4021497.500000 Penalty: 3468.361572
	Iteration 30Q: 3 clusters Score -4021498 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4021569.750000 Penalty: 3468.361572
	Iteration 31Q: 3 clusters Score -4021570 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -4021658.250000 Penalty: 3468.361572
	Iteration 32Q: 3 clusters Score -4021658 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -4021727.750000 Penalty: 3468.361572
	Iteration 33Q: 3 clusters Score -4021728 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -4021798.250000 Penalty: 3468.361572
	Iteration 34Q: 3 clusters Score -4021798 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -4021871.250000 Penalty: 3468.361572
	Iteration 35Q: 3 clusters Score -4021871 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -4021924.750000 Penalty: 3468.361572
	Iteration 36Q: 3 clusters Score -4021925 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4021978.000000 Penalty: 3468.361572
	Iteration 37Q: 3 clusters Score -4021978 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4022040.500000 Penalty: 3468.361572
	Iteration 38Q: 3 clusters Score -4022040 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -4022096.250000 Penalty: 3468.361572
	Iteration 39Q: 3 clusters Score -4022096 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -4022143.000000 Penalty: 3468.361572
	Iteration 40F: 3 clusters Score -4022143 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4022204.000000 Penalty: 3468.361572
	Iteration 41Q: 3 clusters Score -4022204 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4022272.750000 Penalty: 3468.361572
	Iteration 42Q: 3 clusters Score -4022273 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4022310.750000 Penalty: 3468.361572
	Iteration 43Q: 3 clusters Score -4022311 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4022348.750000 Penalty: 3468.361572
	Iteration 44Q: 3 clusters Score -4022349 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -4022385.000000 Penalty: 3468.361572
	Iteration 45Q: 3 clusters Score -4022385 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4022421.750000 Penalty: 3468.361572
	Iteration 46Q: 3 clusters Score -4022422 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4022467.000000 Penalty: 3468.361572
	Iteration 47Q: 3 clusters Score -4022467 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4022493.500000 Penalty: 3468.361572
	Iteration 48Q: 3 clusters Score -4022494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4022531.000000 Penalty: 3468.361572
	Iteration 49Q: 3 clusters Score -4022531 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4022569.250000 Penalty: 3468.361572
	Iteration 50Q: 3 clusters Score -4022569 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4022586.250000 Penalty: 3468.361572
	Iteration 51Q: 3 clusters Score -4022586 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4022612.500000 Penalty: 3468.361572
	Iteration 52Q: 3 clusters Score -4022612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4022641.750000 Penalty: 3468.361572
	Iteration 53Q: 3 clusters Score -4022642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4022651.750000 Penalty: 3468.361572
	Iteration 54Q: 3 clusters Score -4022652 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4022669.500000 Penalty: 3468.361572
	Iteration 55Q: 3 clusters Score -4022670 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4022703.750000 Penalty: 3468.361572
	Iteration 56Q: 3 clusters Score -4022704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4022709.250000 Penalty: 3468.361572
	Iteration 57Q: 3 clusters Score -4022709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4022719.250000 Penalty: 3468.361572
	Iteration 58Q: 3 clusters Score -4022719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4022748.500000 Penalty: 3468.361572
	Iteration 59Q: 3 clusters Score -4022748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4022757.500000 Penalty: 3468.361572
	Iteration 60F: 3 clusters Score -4022758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4022770.250000 Penalty: 3468.361572
	Iteration 61Q: 3 clusters Score -4022770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4022790.500000 Penalty: 3468.361572
	Iteration 62Q: 3 clusters Score -4022790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4022810.750000 Penalty: 3468.361572
	Iteration 63Q: 3 clusters Score -4022811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4022816.000000 Penalty: 3468.361572
	Iteration 64Q: 3 clusters Score -4022816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4022830.250000 Penalty: 3468.361572
	Iteration 65Q: 3 clusters Score -4022830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4022842.250000 Penalty: 3468.361572
	Iteration 66Q: 3 clusters Score -4022842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4022853.500000 Penalty: 3468.361572
	Iteration 67Q: 3 clusters Score -4022854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4022860.000000 Penalty: 3468.361572
	Iteration 68Q: 3 clusters Score -4022860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4022870.000000 Penalty: 3468.361572
	Iteration 69Q: 3 clusters Score -4022870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4022879.250000 Penalty: 3468.361572
	Iteration 70Q: 3 clusters Score -4022879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4022891.000000 Penalty: 3468.361572
	Iteration 71Q: 3 clusters Score -4022891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4022891.250000 Penalty: 3468.361572
	Iteration 72Q: 3 clusters Score -4022891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4022895.750000 Penalty: 3468.361572
	Iteration 73Q: 3 clusters Score -4022896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4022903.500000 Penalty: 3468.361572
	Iteration 74Q: 3 clusters Score -4022904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4022911.750000 Penalty: 3468.361572
	Iteration 75Q: 3 clusters Score -4022912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4022924.750000 Penalty: 3468.361572
	Iteration 76Q: 3 clusters Score -4022925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4022946.500000 Penalty: 3468.361572
	Iteration 77Q: 3 clusters Score -4022946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4022948.500000 Penalty: 3468.361572
	Iteration 78Q: 3 clusters Score -4022948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4022956.500000 Penalty: 3468.361572
	Iteration 79Q: 3 clusters Score -4022956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4022965.250000 Penalty: 3468.361572
	Iteration 80F: 3 clusters Score -4022965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4022970.750000 Penalty: 3468.361572
	Iteration 81Q: 3 clusters Score -4022971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4022976.000000 Penalty: 3468.361572
	Iteration 82Q: 3 clusters Score -4022976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4022979.750000 Penalty: 3468.361572
	Iteration 83Q: 3 clusters Score -4022980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4022981.000000 Penalty: 3468.361572
	Iteration 84Q: 3 clusters Score -4022981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4022988.000000 Penalty: 3468.361572
	Iteration 85Q: 3 clusters Score -4022988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4022994.000000 Penalty: 3468.361572
	Iteration 86Q: 3 clusters Score -4022994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4023004.750000 Penalty: 3468.361572
	Iteration 87Q: 3 clusters Score -4023005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4023005.000000 Penalty: 3468.361572
	Iteration 88Q: 3 clusters Score -4023005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4023009.250000 Penalty: 3468.361572
	Iteration 89Q: 3 clusters Score -4023009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4023011.750000 Penalty: 3468.361572
	Iteration 90Q: 3 clusters Score -4023012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4023021.500000 Penalty: 3468.361572
	Iteration 91Q: 3 clusters Score -4023022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4023020.000000 Penalty: 3468.361572
	Iteration 92Q: 3 clusters Score -4023020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4023015.750000 Penalty: 3468.361572
	Iteration 93Q: 3 clusters Score -4023016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4023017.250000 Penalty: 3468.361572
	Iteration 94Q: 3 clusters Score -4023017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4023021.500000 Penalty: 3468.361572
	Iteration 95Q: 3 clusters Score -4023022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4023026.000000 Penalty: 3468.361572
	Iteration 96Q: 3 clusters Score -4023026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4023021.250000 Penalty: 3468.361572
	Iteration 97Q: 3 clusters Score -4023021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4023027.500000 Penalty: 3468.361572
	Iteration 98Q: 3 clusters Score -4023028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4023029.000000 Penalty: 3468.361572
	Iteration 99Q: 3 clusters Score -4023029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4023031.250000 Penalty: 3468.361572
	Iteration 100F: 3 clusters Score -4023031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4023022.500000 Penalty: 3468.361572
	Iteration 101Q: 3 clusters Score -4023022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4023019.250000 Penalty: 3468.361572
	Iteration 102Q: 3 clusters Score -4023019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4023021.500000 Penalty: 3468.361572
	Iteration 103Q: 3 clusters Score -4023022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4023024.000000 Penalty: 3468.361572
	Iteration 104Q: 3 clusters Score -4023024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4023023.250000 Penalty: 3468.361572
	Iteration 105Q: 3 clusters Score -4023023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4023024.500000 Penalty: 3468.361572
	Iteration 106Q: 3 clusters Score -4023024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4023024.000000 Penalty: 3468.361572
	Iteration 107Q: 3 clusters Score -4023024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4023023.750000 Penalty: 3468.361572
	Iteration 108Q: 3 clusters Score -4023024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4023026.000000 Penalty: 3468.361572
	Iteration 109Q: 3 clusters Score -4023026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4023025.000000 Penalty: 3468.361572
	Iteration 110Q: 3 clusters Score -4023025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4023027.000000 Penalty: 3468.361572
	Iteration 111Q: 3 clusters Score -4023027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4023030.750000 Penalty: 3468.361572
	Iteration 112Q: 3 clusters Score -4023031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4023028.500000 Penalty: 3468.361572
	Iteration 113Q: 3 clusters Score -4023028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4023032.500000 Penalty: 3468.361572
	Iteration 114Q: 3 clusters Score -4023032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4023032.500000 Penalty: 3468.361572
	Iteration 115F: 3 clusters Score -4023032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Entering Unmasked Estep 
Score: -1180908.500000 Penalty: 1534.416382
	Iteration 0F: 2 clusters Score -1180908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1172123.125000 Penalty: 3068.832764
	Iteration 0F: 3 clusters Score -1172123 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1175293.250000 Penalty: 3068.832764
	Iteration 1F: 3 clusters Score -1175293 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1175787.625000 Penalty: 3068.832764
	Iteration 2F: 3 clusters Score -1175788 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1176307.375000 Penalty: 3068.832764
	Iteration 3F: 3 clusters Score -1176307 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1177019.750000 Penalty: 3068.832764
	Iteration 4F: 3 clusters Score -1177020 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1177824.500000 Penalty: 3068.832764
	Iteration 5F: 3 clusters Score -1177824 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1178622.500000 Penalty: 3068.832764
	Iteration 6F: 3 clusters Score -1178622 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1179171.625000 Penalty: 3068.832764
	Iteration 7Q: 3 clusters Score -1179172 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1179461.000000 Penalty: 3068.832764
	Iteration 8Q: 3 clusters Score -1179461 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1179580.500000 Penalty: 3068.832764
	Iteration 9Q: 3 clusters Score -1179580 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1179651.500000 Penalty: 3068.832764
	Iteration 10Q: 3 clusters Score -1179652 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1179694.875000 Penalty: 3068.832764
	Iteration 11Q: 3 clusters Score -1179695 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1179725.500000 Penalty: 3068.832764
	Iteration 12Q: 3 clusters Score -1179726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1179755.625000 Penalty: 3068.832764
	Iteration 13Q: 3 clusters Score -1179756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1179771.000000 Penalty: 3068.832764
	Iteration 14Q: 3 clusters Score -1179771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1179787.000000 Penalty: 3068.832764
	Iteration 15Q: 3 clusters Score -1179787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1179805.125000 Penalty: 3068.832764
	Iteration 16Q: 3 clusters Score -1179805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1179816.875000 Penalty: 3068.832764
	Iteration 17Q: 3 clusters Score -1179817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1179823.500000 Penalty: 3068.832764
	Iteration 18Q: 3 clusters Score -1179824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1179830.125000 Penalty: 3068.832764
	Iteration 19Q: 3 clusters Score -1179830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1179833.375000 Penalty: 3068.832764
	Iteration 20F: 3 clusters Score -1179833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1179834.375000 Penalty: 3068.832764
	Iteration 21Q: 3 clusters Score -1179834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1179836.750000 Penalty: 3068.832764
	Iteration 22Q: 3 clusters Score -1179837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1179839.125000 Penalty: 3068.832764
	Iteration 23Q: 3 clusters Score -1179839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1179841.875000 Penalty: 3068.832764
	Iteration 24Q: 3 clusters Score -1179842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1179843.500000 Penalty: 3068.832764
	Iteration 25Q: 3 clusters Score -1179844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1179846.125000 Penalty: 3068.832764
	Iteration 26Q: 3 clusters Score -1179846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1179848.875000 Penalty: 3068.832764
	Iteration 27Q: 3 clusters Score -1179849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1179854.500000 Penalty: 3068.832764
	Iteration 28Q: 3 clusters Score -1179854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1179860.250000 Penalty: 3068.832764
	Iteration 29Q: 3 clusters Score -1179860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1179866.000000 Penalty: 3068.832764
	Iteration 30Q: 3 clusters Score -1179866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1179869.375000 Penalty: 3068.832764
	Iteration 31Q: 3 clusters Score -1179869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1179875.750000 Penalty: 3068.832764
	Iteration 32Q: 3 clusters Score -1179876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1179877.625000 Penalty: 3068.832764
	Iteration 33Q: 3 clusters Score -1179878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1179879.750000 Penalty: 3068.832764
	Iteration 34Q: 3 clusters Score -1179880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1179880.875000 Penalty: 3068.832764
	Iteration 35Q: 3 clusters Score -1179881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1179884.750000 Penalty: 3068.832764
	Iteration 36Q: 3 clusters Score -1179885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1179885.500000 Penalty: 3068.832764
	Iteration 37Q: 3 clusters Score -1179886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1179889.750000 Penalty: 3068.832764
	Iteration 38Q: 3 clusters Score -1179890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1179892.000000 Penalty: 3068.832764
	Iteration 39Q: 3 clusters Score -1179892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1179893.250000 Penalty: 3068.832764
	Iteration 40F: 3 clusters Score -1179893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1179896.500000 Penalty: 3068.832764
	Iteration 41Q: 3 clusters Score -1179896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1179897.000000 Penalty: 3068.832764
	Iteration 42Q: 3 clusters Score -1179897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1179898.500000 Penalty: 3068.832764
	Iteration 43Q: 3 clusters Score -1179898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1179899.125000 Penalty: 3068.832764
	Iteration 44Q: 3 clusters Score -1179899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1179899.875000 Penalty: 3068.832764
	Iteration 45Q: 3 clusters Score -1179900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1179898.375000 Penalty: 3068.832764
	Iteration 46Q: 3 clusters Score -1179898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1179901.375000 Penalty: 3068.832764
	Iteration 47Q: 3 clusters Score -1179901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1179900.250000 Penalty: 3068.832764
	Iteration 48Q: 3 clusters Score -1179900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1179899.250000 Penalty: 3068.832764
	Iteration 49Q: 3 clusters Score -1179899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1179897.625000 Penalty: 3068.832764
	Iteration 50Q: 3 clusters Score -1179898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1179898.875000 Penalty: 3068.832764
	Iteration 51Q: 3 clusters Score -1179899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1179901.500000 Penalty: 3068.832764
	Iteration 52Q: 3 clusters Score -1179902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1179903.250000 Penalty: 3068.832764
	Iteration 53Q: 3 clusters Score -1179903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1179899.625000 Penalty: 3068.832764
	Iteration 54Q: 3 clusters Score -1179900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1179903.625000 Penalty: 3068.832764
	Iteration 55Q: 3 clusters Score -1179904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1179903.125000 Penalty: 3068.832764
	Iteration 56Q: 3 clusters Score -1179903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1179902.625000 Penalty: 3068.832764
	Iteration 57Q: 3 clusters Score -1179903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1179901.125000 Penalty: 3068.832764
	Iteration 58Q: 3 clusters Score -1179901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1179904.750000 Penalty: 3068.832764
	Iteration 59Q: 3 clusters Score -1179905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1179906.000000 Penalty: 3068.832764
	Iteration 60F: 3 clusters Score -1179906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1179906.375000 Penalty: 3068.832764
	Iteration 61Q: 3 clusters Score -1179906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1179908.750000 Penalty: 3068.832764
	Iteration 62Q: 3 clusters Score -1179909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1179908.000000 Penalty: 3068.832764
	Iteration 63Q: 3 clusters Score -1179908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1179911.000000 Penalty: 3068.832764
	Iteration 64Q: 3 clusters Score -1179911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1179912.750000 Penalty: 3068.832764
	Iteration 65Q: 3 clusters Score -1179913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1179912.000000 Penalty: 3068.832764
	Iteration 66Q: 3 clusters Score -1179912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1179913.125000 Penalty: 3068.832764
	Iteration 67Q: 3 clusters Score -1179913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1179915.000000 Penalty: 3068.832764
	Iteration 68Q: 3 clusters Score -1179915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1179915.750000 Penalty: 3068.832764
	Iteration 69Q: 3 clusters Score -1179916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1179917.125000 Penalty: 3068.832764
	Iteration 70Q: 3 clusters Score -1179917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1179919.625000 Penalty: 3068.832764
	Iteration 71Q: 3 clusters Score -1179920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1179922.125000 Penalty: 3068.832764
	Iteration 72Q: 3 clusters Score -1179922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1179924.500000 Penalty: 3068.832764
	Iteration 73Q: 3 clusters Score -1179924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1179928.500000 Penalty: 3068.832764
	Iteration 74Q: 3 clusters Score -1179928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1179927.125000 Penalty: 3068.832764
	Iteration 75Q: 3 clusters Score -1179927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1179926.625000 Penalty: 3068.832764
	Iteration 76Q: 3 clusters Score -1179927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1179925.875000 Penalty: 3068.832764
	Iteration 77Q: 3 clusters Score -1179926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1179925.875000 Penalty: 3068.832764
	Iteration 78F: 3 clusters Score -1179926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316842 members 
Mstep: Class 2 contains 36390 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20290 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 19 contains 29985 members 
Mstep: Class 20 contains 60510 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43126 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545768.000000 Penalty: 28115.259766
Iteration 239Q: 14 clusters Score -5.454577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316841 members 
Mstep: Class 2 contains 36392 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20292 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 19 contains 29986 members 
Mstep: Class 20 contains 60506 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43126 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545760.000000 Penalty: 28115.259766
Iteration 240F: 14 clusters Score -5.454576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316839 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20295 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 19 contains 29986 members 
Mstep: Class 20 contains 60505 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43125 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545776.000000 Penalty: 28115.259766
Iteration 241Q: 14 clusters Score -5.454578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316831 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20303 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 19 contains 29986 members 
Mstep: Class 20 contains 60505 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43126 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545768.000000 Penalty: 28115.259766
Iteration 242Q: 14 clusters Score -5.454577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316828 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60505 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43125 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545748.000000 Penalty: 28115.259766
Iteration 243Q: 14 clusters Score -5.454575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316830 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60505 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43123 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545760.000000 Penalty: 28115.259766
Iteration 244Q: 14 clusters Score -5.454576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316834 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41205 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60504 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43121 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545776.000000 Penalty: 28115.259766
Iteration 245Q: 14 clusters Score -5.454578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316835 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41204 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60504 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43121 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545776.000000 Penalty: 28115.259766
Iteration 246Q: 14 clusters Score -5.454578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316835 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41205 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60504 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43121 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545740.000000 Penalty: 28115.259766
Iteration 247Q: 14 clusters Score -5.454574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316834 members 
Mstep: Class 2 contains 36392 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41207 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60504 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43121 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545724.000000 Penalty: 28115.259766
Iteration 248Q: 14 clusters Score -5.454572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316834 members 
Mstep: Class 2 contains 36392 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41207 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21197 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60503 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43121 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545716.000000 Penalty: 28115.259766
Iteration 249Q: 14 clusters Score -5.454572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316833 members 
Mstep: Class 2 contains 36392 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41207 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60503 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43121 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545728.000000 Penalty: 28115.259766
Iteration 250Q: 14 clusters Score -5.454573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316833 members 
Mstep: Class 2 contains 36392 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 8 contains 41207 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 19 contains 29987 members 
Mstep: Class 20 contains 60503 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 43121 members 
Mstep: Class 23 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54545728.000000 Penalty: 28115.259766
Iteration 251F: 14 clusters Score -5.454573e+07 nChanged 0
Entering ConstructFrom: 
Score: -54545728.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (316833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316833 members 
Entering Unmasked Estep 
Score: -28991582.000000 Penalty: 2058.246094
	Iteration 0F: 2 clusters Score -2.899158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 158364 members 
Entering Unmasked Estep 
Score: -28786416.000000 Penalty: 4116.492188
	Iteration 0F: 3 clusters Score -2.878642e+07 nChanged 154424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160903 members 
Mstep: Class 2 contains 155930 members 
Entering Unmasked Estep 
Score: -28879112.000000 Penalty: 4116.492188
	Iteration 1F: 3 clusters Score -2.887911e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162057 members 
Mstep: Class 2 contains 154776 members 
Entering Unmasked Estep 
Score: -28880586.000000 Penalty: 4116.492188
	Iteration 2Q: 3 clusters Score -2.888059e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -28882726.000000 Penalty: 4116.492188
	Iteration 3Q: 3 clusters Score -2.888273e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 150139 members 
Entering Unmasked Estep 
Score: -28885094.000000 Penalty: 4116.492188
	Iteration 4Q: 3 clusters Score -2.888509e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170872 members 
Mstep: Class 2 contains 145961 members 
Entering Unmasked Estep 
Score: -28889082.000000 Penalty: 4116.492188
	Iteration 5Q: 3 clusters Score -2.888908e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176613 members 
Mstep: Class 2 contains 140220 members 
Entering Unmasked Estep 
Score: -28895594.000000 Penalty: 4116.492188
	Iteration 6Q: 3 clusters Score -2.889559e+07 nChanged 17055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183750 members 
Mstep: Class 2 contains 133083 members 
Entering Unmasked Estep 
Score: -28906312.000000 Penalty: 4116.492188
	Iteration 7F: 3 clusters Score -2.890631e+07 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190805 members 
Mstep: Class 2 contains 126028 members 
Entering Unmasked Estep 
Score: -28922158.000000 Penalty: 4116.492188
	Iteration 8F: 3 clusters Score -2.892216e+07 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195763 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -28936588.000000 Penalty: 4116.492188
	Iteration 9F: 3 clusters Score -2.893659e+07 nChanged 16026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -28943138.000000 Penalty: 4116.492188
	Iteration 10F: 3 clusters Score -2.894314e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200765 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -28945174.000000 Penalty: 4116.492188
	Iteration 11Q: 3 clusters Score -2.894517e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203011 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -28945926.000000 Penalty: 4116.492188
	Iteration 12Q: 3 clusters Score -2.894593e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205365 members 
Mstep: Class 2 contains 111468 members 
Entering Unmasked Estep 
Score: -28946480.000000 Penalty: 4116.492188
	Iteration 13Q: 3 clusters Score -2.894648e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207908 members 
Mstep: Class 2 contains 108925 members 
Entering Unmasked Estep 
Score: -28947032.000000 Penalty: 4116.492188
	Iteration 14Q: 3 clusters Score -2.894703e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210495 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -28947540.000000 Penalty: 4116.492188
	Iteration 15Q: 3 clusters Score -2.894754e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213241 members 
Mstep: Class 2 contains 103592 members 
Entering Unmasked Estep 
Score: -28948168.000000 Penalty: 4116.492188
	Iteration 16Q: 3 clusters Score -2.894817e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215969 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -28948642.000000 Penalty: 4116.492188
	Iteration 17Q: 3 clusters Score -2.894864e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218783 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -28949302.000000 Penalty: 4116.492188
	Iteration 18Q: 3 clusters Score -2.89493e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221718 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -28949886.000000 Penalty: 4116.492188
	Iteration 19Q: 3 clusters Score -2.894989e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224798 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -28950718.000000 Penalty: 4116.492188
	Iteration 20F: 3 clusters Score -2.895072e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228020 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -28951582.000000 Penalty: 4116.492188
	Iteration 21Q: 3 clusters Score -2.895158e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231349 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -28952368.000000 Penalty: 4116.492188
	Iteration 22Q: 3 clusters Score -2.895237e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234791 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -28953298.000000 Penalty: 4116.492188
	Iteration 23Q: 3 clusters Score -2.89533e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238405 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -28954282.000000 Penalty: 4116.492188
	Iteration 24Q: 3 clusters Score -2.895428e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242291 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -28955638.000000 Penalty: 4116.492188
	Iteration 25Q: 3 clusters Score -2.895564e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246371 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -28956970.000000 Penalty: 4116.492188
	Iteration 26Q: 3 clusters Score -2.895697e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250539 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -28958754.000000 Penalty: 4116.492188
	Iteration 27Q: 3 clusters Score -2.895875e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254963 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -28960464.000000 Penalty: 4116.492188
	Iteration 28Q: 3 clusters Score -2.896046e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259588 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -28962130.000000 Penalty: 4116.492188
	Iteration 29Q: 3 clusters Score -2.896213e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264330 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -28964040.000000 Penalty: 4116.492188
	Iteration 30Q: 3 clusters Score -2.896404e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269304 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -28966248.000000 Penalty: 4116.492188
	Iteration 31Q: 3 clusters Score -2.896625e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274305 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -28968786.000000 Penalty: 4116.492188
	Iteration 32Q: 3 clusters Score -2.896879e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279468 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -28971380.000000 Penalty: 4116.492188
	Iteration 33Q: 3 clusters Score -2.897138e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284504 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -28973890.000000 Penalty: 4116.492188
	Iteration 34Q: 3 clusters Score -2.897389e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289423 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -28977164.000000 Penalty: 4116.492188
	Iteration 35Q: 3 clusters Score -2.897716e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294134 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -28979832.000000 Penalty: 4116.492188
	Iteration 36Q: 3 clusters Score -2.897983e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298299 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -28981752.000000 Penalty: 4116.492188
	Iteration 37Q: 3 clusters Score -2.898175e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301847 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -28983286.000000 Penalty: 4116.492188
	Iteration 38Q: 3 clusters Score -2.898329e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304942 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -28984640.000000 Penalty: 4116.492188
	Iteration 39Q: 3 clusters Score -2.898464e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307595 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -28985900.000000 Penalty: 4116.492188
	Iteration 40F: 3 clusters Score -2.89859e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309769 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -28986856.000000 Penalty: 4116.492188
	Iteration 41Q: 3 clusters Score -2.898686e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311627 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -28987702.000000 Penalty: 4116.492188
	Iteration 42Q: 3 clusters Score -2.89877e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313108 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -28988298.000000 Penalty: 4116.492188
	Iteration 43Q: 3 clusters Score -2.89883e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314195 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -28988804.000000 Penalty: 4116.492188
	Iteration 44Q: 3 clusters Score -2.89888e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314946 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -28989150.000000 Penalty: 4116.492188
	Iteration 45Q: 3 clusters Score -2.898915e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315464 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -28989396.000000 Penalty: 4116.492188
	Iteration 46Q: 3 clusters Score -2.89894e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315787 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -28989672.000000 Penalty: 4116.492188
	Iteration 47Q: 3 clusters Score -2.898967e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315969 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -28989722.000000 Penalty: 4116.492188
	Iteration 48Q: 3 clusters Score -2.898972e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316077 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -28989746.000000 Penalty: 4116.492188
	Iteration 49Q: 3 clusters Score -2.898975e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316158 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -28989766.000000 Penalty: 4116.492188
	Iteration 50Q: 3 clusters Score -2.898977e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316216 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -28989808.000000 Penalty: 4116.492188
	Iteration 51Q: 3 clusters Score -2.898981e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316258 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -28989814.000000 Penalty: 4116.492188
	Iteration 52Q: 3 clusters Score -2.898981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316285 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -28989860.000000 Penalty: 4116.492188
	Iteration 53Q: 3 clusters Score -2.898986e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316305 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -28989874.000000 Penalty: 4116.492188
	Iteration 54Q: 3 clusters Score -2.898987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316320 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -28989888.000000 Penalty: 4116.492188
	Iteration 55Q: 3 clusters Score -2.898989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316333 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -28989888.000000 Penalty: 4116.492188
	Iteration 56Q: 3 clusters Score -2.898989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316342 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -28989928.000000 Penalty: 4116.492188
	Iteration 57Q: 3 clusters Score -2.898993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316346 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -28989914.000000 Penalty: 4116.492188
	Iteration 58Q: 3 clusters Score -2.898991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316350 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -28989920.000000 Penalty: 4116.492188
	Iteration 59Q: 3 clusters Score -2.898992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316353 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -28989922.000000 Penalty: 4116.492188
	Iteration 60F: 3 clusters Score -2.898992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316353 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -28989916.000000 Penalty: 4116.492188
	Iteration 61Q: 3 clusters Score -2.898992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316356 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -28989932.000000 Penalty: 4116.492188
	Iteration 62Q: 3 clusters Score -2.898993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316358 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -28989938.000000 Penalty: 4116.492188
	Iteration 63Q: 3 clusters Score -2.898994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316361 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -28989924.000000 Penalty: 4116.492188
	Iteration 64Q: 3 clusters Score -2.898992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316363 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -28989938.000000 Penalty: 4116.492188
	Iteration 65Q: 3 clusters Score -2.898994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316366 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -28989954.000000 Penalty: 4116.492188
	Iteration 66Q: 3 clusters Score -2.898995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316367 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -28989958.000000 Penalty: 4116.492188
	Iteration 67Q: 3 clusters Score -2.898996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316368 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -28989960.000000 Penalty: 4116.492188
	Iteration 68Q: 3 clusters Score -2.898996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316369 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -28989942.000000 Penalty: 4116.492188
	Iteration 69Q: 3 clusters Score -2.898994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316371 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -28989942.000000 Penalty: 4116.492188
	Iteration 70Q: 3 clusters Score -2.898994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316372 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -28989948.000000 Penalty: 4116.492188
	Iteration 71Q: 3 clusters Score -2.898995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316372 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -28989948.000000 Penalty: 4116.492188
	Iteration 72F: 3 clusters Score -2.898995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Entering Unmasked Estep 
Score: -3399124.250000 Penalty: 1706.591919
	Iteration 0F: 2 clusters Score -3399124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3374761.250000 Penalty: 3413.183838
	Iteration 0F: 3 clusters Score -3374761 nChanged 16868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3383975.250000 Penalty: 3413.183838
	Iteration 1F: 3 clusters Score -3383975 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3384294.500000 Penalty: 3413.183838
	Iteration 2Q: 3 clusters Score -3384294 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3384597.000000 Penalty: 3413.183838
	Iteration 3Q: 3 clusters Score -3384597 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3384899.750000 Penalty: 3413.183838
	Iteration 4Q: 3 clusters Score -3384900 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3385236.500000 Penalty: 3413.183838
	Iteration 5Q: 3 clusters Score -3385236 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3385687.500000 Penalty: 3413.183838
	Iteration 6Q: 3 clusters Score -3385688 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -3386298.750000 Penalty: 3413.183838
	Iteration 7Q: 3 clusters Score -3386299 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3387157.000000 Penalty: 3413.183838
	Iteration 8Q: 3 clusters Score -3387157 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3388269.250000 Penalty: 3413.183838
	Iteration 9F: 3 clusters Score -3388269 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3389739.750000 Penalty: 3413.183838
	Iteration 10F: 3 clusters Score -3389740 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3391422.750000 Penalty: 3413.183838
	Iteration 11F: 3 clusters Score -3391423 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3392870.500000 Penalty: 3413.183838
	Iteration 12F: 3 clusters Score -3392870 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3393579.000000 Penalty: 3413.183838
	Iteration 13Q: 3 clusters Score -3393579 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3393849.750000 Penalty: 3413.183838
	Iteration 14Q: 3 clusters Score -3393850 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3393943.500000 Penalty: 3413.183838
	Iteration 15Q: 3 clusters Score -3393944 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3393988.250000 Penalty: 3413.183838
	Iteration 16Q: 3 clusters Score -3393988 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3394011.000000 Penalty: 3413.183838
	Iteration 17Q: 3 clusters Score -3394011 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3394031.500000 Penalty: 3413.183838
	Iteration 18Q: 3 clusters Score -3394032 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3394042.500000 Penalty: 3413.183838
	Iteration 19Q: 3 clusters Score -3394042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3394059.500000 Penalty: 3413.183838
	Iteration 20F: 3 clusters Score -3394060 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3394065.500000 Penalty: 3413.183838
	Iteration 21Q: 3 clusters Score -3394066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3394088.250000 Penalty: 3413.183838
	Iteration 22Q: 3 clusters Score -3394088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3394094.250000 Penalty: 3413.183838
	Iteration 23Q: 3 clusters Score -3394094 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3394100.000000 Penalty: 3413.183838
	Iteration 24Q: 3 clusters Score -3394100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3394100.500000 Penalty: 3413.183838
	Iteration 25Q: 3 clusters Score -3394100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3394106.250000 Penalty: 3413.183838
	Iteration 26Q: 3 clusters Score -3394106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3394106.250000 Penalty: 3413.183838
	Iteration 27Q: 3 clusters Score -3394106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3394119.000000 Penalty: 3413.183838
	Iteration 28Q: 3 clusters Score -3394119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3394120.750000 Penalty: 3413.183838
	Iteration 29Q: 3 clusters Score -3394121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3394132.750000 Penalty: 3413.183838
	Iteration 30Q: 3 clusters Score -3394133 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3394143.250000 Penalty: 3413.183838
	Iteration 31Q: 3 clusters Score -3394143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3394147.750000 Penalty: 3413.183838
	Iteration 32Q: 3 clusters Score -3394148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3394141.500000 Penalty: 3413.183838
	Iteration 33Q: 3 clusters Score -3394142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3394146.500000 Penalty: 3413.183838
	Iteration 34Q: 3 clusters Score -3394146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3394142.000000 Penalty: 3413.183838
	Iteration 35Q: 3 clusters Score -3394142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3394145.750000 Penalty: 3413.183838
	Iteration 36Q: 3 clusters Score -3394146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3394149.500000 Penalty: 3413.183838
	Iteration 37Q: 3 clusters Score -3394150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3394151.500000 Penalty: 3413.183838
	Iteration 38Q: 3 clusters Score -3394152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -3394152.250000 Penalty: 3413.183838
	Iteration 39Q: 3 clusters Score -3394152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3394153.250000 Penalty: 3413.183838
	Iteration 40F: 3 clusters Score -3394153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3394162.000000 Penalty: 3413.183838
	Iteration 41Q: 3 clusters Score -3394162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3394166.500000 Penalty: 3413.183838
	Iteration 42Q: 3 clusters Score -3394166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3394180.750000 Penalty: 3413.183838
	Iteration 43Q: 3 clusters Score -3394181 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3394184.250000 Penalty: 3413.183838
	Iteration 44Q: 3 clusters Score -3394184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3394185.250000 Penalty: 3413.183838
	Iteration 45Q: 3 clusters Score -3394185 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3394187.250000 Penalty: 3413.183838
	Iteration 46Q: 3 clusters Score -3394187 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3394200.000000 Penalty: 3413.183838
	Iteration 47Q: 3 clusters Score -3394200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3394207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3394214.250000 Penalty: 3413.183838
	Iteration 49Q: 3 clusters Score -3394214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3394230.250000 Penalty: 3413.183838
	Iteration 50Q: 3 clusters Score -3394230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3394244.750000 Penalty: 3413.183838
	Iteration 51Q: 3 clusters Score -3394245 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3394253.500000 Penalty: 3413.183838
	Iteration 52Q: 3 clusters Score -3394254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3394241.750000 Penalty: 3413.183838
	Iteration 53Q: 3 clusters Score -3394242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3394242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3394254.750000 Penalty: 3413.183838
	Iteration 55Q: 3 clusters Score -3394255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3394261.500000 Penalty: 3413.183838
	Iteration 56Q: 3 clusters Score -3394262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3394268.000000 Penalty: 3413.183838
	Iteration 57Q: 3 clusters Score -3394268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3394269.250000 Penalty: 3413.183838
	Iteration 58Q: 3 clusters Score -3394269 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3394284.500000 Penalty: 3413.183838
	Iteration 59Q: 3 clusters Score -3394284 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3394296.500000 Penalty: 3413.183838
	Iteration 60F: 3 clusters Score -3394296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3394297.000000 Penalty: 3413.183838
	Iteration 61Q: 3 clusters Score -3394297 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3394316.250000 Penalty: 3413.183838
	Iteration 62Q: 3 clusters Score -3394316 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3394322.250000 Penalty: 3413.183838
	Iteration 63Q: 3 clusters Score -3394322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3394320.750000 Penalty: 3413.183838
	Iteration 64Q: 3 clusters Score -3394321 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3394324.500000 Penalty: 3413.183838
	Iteration 65Q: 3 clusters Score -3394324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3394345.000000 Penalty: 3413.183838
	Iteration 66Q: 3 clusters Score -3394345 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3394378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3394382.250000 Penalty: 3413.183838
	Iteration 68Q: 3 clusters Score -3394382 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3394410.000000 Penalty: 3413.183838
	Iteration 69Q: 3 clusters Score -3394410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3394418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3394427 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3394466 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3394480 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3394520 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3394546 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3394578 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3394600 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3394626 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3394662 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3394684.250000 Penalty: 3413.183838
	Iteration 80F: 3 clusters Score -3394684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3394715.500000 Penalty: 3413.183838
	Iteration 81Q: 3 clusters Score -3394716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3394759.250000 Penalty: 3413.183838
	Iteration 82Q: 3 clusters Score -3394759 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3394783 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3394821.250000 Penalty: 3413.183838
	Iteration 84Q: 3 clusters Score -3394821 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3394856 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3394887.500000 Penalty: 3413.183838
	Iteration 86Q: 3 clusters Score -3394888 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3394914.500000 Penalty: 3413.183838
	Iteration 87Q: 3 clusters Score -3394914 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3394956 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3395000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3395046 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3395100.000000 Penalty: 3413.183838
	Iteration 91Q: 3 clusters Score -3395100 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3395164.250000 Penalty: 3413.183838
	Iteration 92Q: 3 clusters Score -3395164 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3395216.000000 Penalty: 3413.183838
	Iteration 93Q: 3 clusters Score -3395216 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3395294.500000 Penalty: 3413.183838
	Iteration 94Q: 3 clusters Score -3395294 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3395355.750000 Penalty: 3413.183838
	Iteration 95Q: 3 clusters Score -3395356 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3395444.500000 Penalty: 3413.183838
	Iteration 96Q: 3 clusters Score -3395444 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3395531 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3395630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3395755 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3395888.750000 Penalty: 3413.183838
	Iteration 100F: 3 clusters Score -3395889 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -3396016.500000 Penalty: 3413.183838
	Iteration 101Q: 3 clusters Score -3396016 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3396158.750000 Penalty: 3413.183838
	Iteration 102Q: 3 clusters Score -3396159 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3396311.750000 Penalty: 3413.183838
	Iteration 103Q: 3 clusters Score -3396312 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3396476.750000 Penalty: 3413.183838
	Iteration 104Q: 3 clusters Score -3396477 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3396645.250000 Penalty: 3413.183838
	Iteration 105Q: 3 clusters Score -3396645 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -3396802.000000 Penalty: 3413.183838
	Iteration 106Q: 3 clusters Score -3396802 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -3396917.500000 Penalty: 3413.183838
	Iteration 107Q: 3 clusters Score -3396918 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3397042.500000 Penalty: 3413.183838
	Iteration 108Q: 3 clusters Score -3397042 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -3397134.750000 Penalty: 3413.183838
	Iteration 109Q: 3 clusters Score -3397135 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -3397231.250000 Penalty: 3413.183838
	Iteration 110Q: 3 clusters Score -3397231 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -3397316.000000 Penalty: 3413.183838
	Iteration 111Q: 3 clusters Score -3397316 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -3397354.500000 Penalty: 3413.183838
	Iteration 112Q: 3 clusters Score -3397354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -3397394.250000 Penalty: 3413.183838
	Iteration 113Q: 3 clusters Score -3397394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -3397439.750000 Penalty: 3413.183838
	Iteration 114Q: 3 clusters Score -3397440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -3397469.000000 Penalty: 3413.183838
	Iteration 115Q: 3 clusters Score -3397469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -3397500.750000 Penalty: 3413.183838
	Iteration 116Q: 3 clusters Score -3397501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -3397524.500000 Penalty: 3413.183838
	Iteration 117Q: 3 clusters Score -3397524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -3397542.750000 Penalty: 3413.183838
	Iteration 118Q: 3 clusters Score -3397543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -3397569.500000 Penalty: 3413.183838
	Iteration 119Q: 3 clusters Score -3397570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -3397605.250000 Penalty: 3413.183838
	Iteration 120F: 3 clusters Score -3397605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -3397632.250000 Penalty: 3413.183838
	Iteration 121Q: 3 clusters Score -3397632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3397655.500000 Penalty: 3413.183838
	Iteration 122Q: 3 clusters Score -3397656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -3397667.750000 Penalty: 3413.183838
	Iteration 123Q: 3 clusters Score -3397668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -3397680.750000 Penalty: 3413.183838
	Iteration 124Q: 3 clusters Score -3397681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -3397686.000000 Penalty: 3413.183838
	Iteration 125Q: 3 clusters Score -3397686 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -3397691.500000 Penalty: 3413.183838
	Iteration 126Q: 3 clusters Score -3397692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -3397704.750000 Penalty: 3413.183838
	Iteration 127Q: 3 clusters Score -3397705 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3397706.000000 Penalty: 3413.183838
	Iteration 128Q: 3 clusters Score -3397706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3397713.500000 Penalty: 3413.183838
	Iteration 129Q: 3 clusters Score -3397714 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -3397718.750000 Penalty: 3413.183838
	Iteration 130Q: 3 clusters Score -3397719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3397720.250000 Penalty: 3413.183838
	Iteration 131Q: 3 clusters Score -3397720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -3397726.250000 Penalty: 3413.183838
	Iteration 132Q: 3 clusters Score -3397726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3397730.250000 Penalty: 3413.183838
	Iteration 133Q: 3 clusters Score -3397730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3397727.750000 Penalty: 3413.183838
	Iteration 134Q: 3 clusters Score -3397728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3397735.750000 Penalty: 3413.183838
	Iteration 135Q: 3 clusters Score -3397736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -3397736.500000 Penalty: 3413.183838
	Iteration 136Q: 3 clusters Score -3397736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -3397737.750000 Penalty: 3413.183838
	Iteration 137Q: 3 clusters Score -3397738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -3397740.500000 Penalty: 3413.183838
	Iteration 138Q: 3 clusters Score -3397740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -3397740.250000 Penalty: 3413.183838
	Iteration 139Q: 3 clusters Score -3397740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -3397740.750000 Penalty: 3413.183838
	Iteration 140F: 3 clusters Score -3397741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -3397742.500000 Penalty: 3413.183838
	Iteration 141Q: 3 clusters Score -3397742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -3397742.500000 Penalty: 3413.183838
	Iteration 142F: 3 clusters Score -3397742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -419181.562500 Penalty: 1378.557373
	Iteration 0F: 2 clusters Score -419181.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -415265.750000 Penalty: 2757.114746
	Iteration 0F: 3 clusters Score -415265.8 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -416452.968750 Penalty: 2757.114746
	Iteration 1F: 3 clusters Score -416453 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -416874.187500 Penalty: 2757.114746
	Iteration 2F: 3 clusters Score -416874.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -417347.718750 Penalty: 2757.114746
	Iteration 3F: 3 clusters Score -417347.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -417762.031250 Penalty: 2757.114746
	Iteration 4F: 3 clusters Score -417762 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -418160.093750 Penalty: 2757.114746
	Iteration 5F: 3 clusters Score -418160.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -418412.531250 Penalty: 2757.114746
	Iteration 6F: 3 clusters Score -418412.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -418555.343750 Penalty: 2757.114746
	Iteration 7Q: 3 clusters Score -418555.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -418627.437500 Penalty: 2757.114746
	Iteration 8Q: 3 clusters Score -418627.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -418659.812500 Penalty: 2757.114746
	Iteration 9Q: 3 clusters Score -418659.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -418679.562500 Penalty: 2757.114746
	Iteration 10Q: 3 clusters Score -418679.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -418693.968750 Penalty: 2757.114746
	Iteration 11Q: 3 clusters Score -418694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -418702.156250 Penalty: 2757.114746
	Iteration 12Q: 3 clusters Score -418702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -418707.656250 Penalty: 2757.114746
	Iteration 13Q: 3 clusters Score -418707.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -418713.312500 Penalty: 2757.114746
	Iteration 14Q: 3 clusters Score -418713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -418716.375000 Penalty: 2757.114746
	Iteration 15Q: 3 clusters Score -418716.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -418718.968750 Penalty: 2757.114746
	Iteration 16Q: 3 clusters Score -418719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -418718.968750 Penalty: 2757.114746
	Iteration 17Q: 3 clusters Score -418719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -418720.093750 Penalty: 2757.114746
	Iteration 18Q: 3 clusters Score -418720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -418720.093750 Penalty: 2757.114746
	Iteration 19F: 3 clusters Score -418720.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Entering Unmasked Estep 
Score: -3846568.500000 Penalty: 1726.784058
	Iteration 0F: 2 clusters Score -3846568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3818767.750000 Penalty: 3453.568115
	Iteration 0F: 3 clusters Score -3818768 nChanged 19404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3829818.250000 Penalty: 3453.568115
	Iteration 1F: 3 clusters Score -3829818 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3830234.750000 Penalty: 3453.568115
	Iteration 2Q: 3 clusters Score -3830235 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3830675.250000 Penalty: 3453.568115
	Iteration 3Q: 3 clusters Score -3830675 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3831208.000000 Penalty: 3453.568115
	Iteration 4Q: 3 clusters Score -3831208 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3831797.000000 Penalty: 3453.568115
	Iteration 5Q: 3 clusters Score -3831797 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3832402.500000 Penalty: 3453.568115
	Iteration 6Q: 3 clusters Score -3832402 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3833069.000000 Penalty: 3453.568115
	Iteration 7Q: 3 clusters Score -3833069 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3833803.750000 Penalty: 3453.568115
	Iteration 8Q: 3 clusters Score -3833804 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3834707.000000 Penalty: 3453.568115
	Iteration 9Q: 3 clusters Score -3834707 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3835846.750000 Penalty: 3453.568115
	Iteration 10Q: 3 clusters Score -3835847 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3837127.000000 Penalty: 3453.568115
	Iteration 11F: 3 clusters Score -3837127 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3838309.750000 Penalty: 3453.568115
	Iteration 12F: 3 clusters Score -3838310 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3839137.250000 Penalty: 3453.568115
	Iteration 13Q: 3 clusters Score -3839137 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3839673.750000 Penalty: 3453.568115
	Iteration 14Q: 3 clusters Score -3839674 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3840101.000000 Penalty: 3453.568115
	Iteration 15Q: 3 clusters Score -3840101 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3840409.000000 Penalty: 3453.568115
	Iteration 16Q: 3 clusters Score -3840409 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3840734.750000 Penalty: 3453.568115
	Iteration 17Q: 3 clusters Score -3840735 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3841021.500000 Penalty: 3453.568115
	Iteration 18Q: 3 clusters Score -3841022 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3841334.000000 Penalty: 3453.568115
	Iteration 19Q: 3 clusters Score -3841334 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3841685.750000 Penalty: 3453.568115
	Iteration 20F: 3 clusters Score -3841686 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3841997.000000 Penalty: 3453.568115
	Iteration 21Q: 3 clusters Score -3841997 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3842275.000000 Penalty: 3453.568115
	Iteration 22Q: 3 clusters Score -3842275 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3842544.750000 Penalty: 3453.568115
	Iteration 23Q: 3 clusters Score -3842545 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3842789.000000 Penalty: 3453.568115
	Iteration 24Q: 3 clusters Score -3842789 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3843000.250000 Penalty: 3453.568115
	Iteration 25Q: 3 clusters Score -3843000 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -3843162.500000 Penalty: 3453.568115
	Iteration 26Q: 3 clusters Score -3843162 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -3843342.750000 Penalty: 3453.568115
	Iteration 27Q: 3 clusters Score -3843343 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -3843509.750000 Penalty: 3453.568115
	Iteration 28Q: 3 clusters Score -3843510 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -3843649.250000 Penalty: 3453.568115
	Iteration 29Q: 3 clusters Score -3843649 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -3843812.000000 Penalty: 3453.568115
	Iteration 30Q: 3 clusters Score -3843812 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -3843988.000000 Penalty: 3453.568115
	Iteration 31Q: 3 clusters Score -3843988 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -3844176.500000 Penalty: 3453.568115
	Iteration 32Q: 3 clusters Score -3844176 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3844360.750000 Penalty: 3453.568115
	Iteration 33Q: 3 clusters Score -3844361 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3844508.750000 Penalty: 3453.568115
	Iteration 34Q: 3 clusters Score -3844509 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -3844658.500000 Penalty: 3453.568115
	Iteration 35Q: 3 clusters Score -3844658 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3844778.500000 Penalty: 3453.568115
	Iteration 36Q: 3 clusters Score -3844778 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3844901.750000 Penalty: 3453.568115
	Iteration 37Q: 3 clusters Score -3844902 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -3845002.000000 Penalty: 3453.568115
	Iteration 38Q: 3 clusters Score -3845002 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -3845114.500000 Penalty: 3453.568115
	Iteration 39Q: 3 clusters Score -3845114 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -3845213.500000 Penalty: 3453.568115
	Iteration 40F: 3 clusters Score -3845214 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -3845303.750000 Penalty: 3453.568115
	Iteration 41Q: 3 clusters Score -3845304 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -3845395.250000 Penalty: 3453.568115
	Iteration 42Q: 3 clusters Score -3845395 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -3845446.000000 Penalty: 3453.568115
	Iteration 43Q: 3 clusters Score -3845446 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -3845476.750000 Penalty: 3453.568115
	Iteration 44Q: 3 clusters Score -3845477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -3845512.750000 Penalty: 3453.568115
	Iteration 45Q: 3 clusters Score -3845513 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -3845551.750000 Penalty: 3453.568115
	Iteration 46Q: 3 clusters Score -3845552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -3845597.750000 Penalty: 3453.568115
	Iteration 47Q: 3 clusters Score -3845598 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -3845625.750000 Penalty: 3453.568115
	Iteration 48Q: 3 clusters Score -3845626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -3845644.250000 Penalty: 3453.568115
	Iteration 49Q: 3 clusters Score -3845644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -3845660.500000 Penalty: 3453.568115
	Iteration 50Q: 3 clusters Score -3845660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -3845664.500000 Penalty: 3453.568115
	Iteration 51Q: 3 clusters Score -3845664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -3845679.750000 Penalty: 3453.568115
	Iteration 52Q: 3 clusters Score -3845680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -3845687.250000 Penalty: 3453.568115
	Iteration 53Q: 3 clusters Score -3845687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -3845707.250000 Penalty: 3453.568115
	Iteration 54Q: 3 clusters Score -3845707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -3845717.500000 Penalty: 3453.568115
	Iteration 55Q: 3 clusters Score -3845718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -3845724.000000 Penalty: 3453.568115
	Iteration 56Q: 3 clusters Score -3845724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -3845730.750000 Penalty: 3453.568115
	Iteration 57Q: 3 clusters Score -3845731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -3845734.250000 Penalty: 3453.568115
	Iteration 58Q: 3 clusters Score -3845734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -3845735.750000 Penalty: 3453.568115
	Iteration 59Q: 3 clusters Score -3845736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -3845735.250000 Penalty: 3453.568115
	Iteration 60F: 3 clusters Score -3845735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -3845740.500000 Penalty: 3453.568115
	Iteration 61Q: 3 clusters Score -3845740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -3845739.750000 Penalty: 3453.568115
	Iteration 62Q: 3 clusters Score -3845740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -3845742.500000 Penalty: 3453.568115
	Iteration 63Q: 3 clusters Score -3845742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -3845744.500000 Penalty: 3453.568115
	Iteration 64Q: 3 clusters Score -3845744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -3845746.250000 Penalty: 3453.568115
	Iteration 65Q: 3 clusters Score -3845746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -3845745.750000 Penalty: 3453.568115
	Iteration 66Q: 3 clusters Score -3845746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -3845749.750000 Penalty: 3453.568115
	Iteration 67Q: 3 clusters Score -3845750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -3845746.750000 Penalty: 3453.568115
	Iteration 68Q: 3 clusters Score -3845747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -3845751.000000 Penalty: 3453.568115
	Iteration 69Q: 3 clusters Score -3845751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -3845753.250000 Penalty: 3453.568115
	Iteration 70Q: 3 clusters Score -3845753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -3845751.250000 Penalty: 3453.568115
	Iteration 71Q: 3 clusters Score -3845751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -3845749.500000 Penalty: 3453.568115
	Iteration 72Q: 3 clusters Score -3845750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -3845752.000000 Penalty: 3453.568115
	Iteration 73Q: 3 clusters Score -3845752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -3845751.500000 Penalty: 3453.568115
	Iteration 74Q: 3 clusters Score -3845752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -3845751.250000 Penalty: 3453.568115
	Iteration 75Q: 3 clusters Score -3845751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -3845750.250000 Penalty: 3453.568115
	Iteration 76Q: 3 clusters Score -3845750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -3845752.750000 Penalty: 3453.568115
	Iteration 77Q: 3 clusters Score -3845753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -3845757.250000 Penalty: 3453.568115
	Iteration 78Q: 3 clusters Score -3845757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -3845753.000000 Penalty: 3453.568115
	Iteration 79Q: 3 clusters Score -3845753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -3845756.000000 Penalty: 3453.568115
	Iteration 80F: 3 clusters Score -3845756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -3845757.000000 Penalty: 3453.568115
	Iteration 81Q: 3 clusters Score -3845757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -3845759.750000 Penalty: 3453.568115
	Iteration 82Q: 3 clusters Score -3845760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -3845757.500000 Penalty: 3453.568115
	Iteration 83Q: 3 clusters Score -3845758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -3845758.000000 Penalty: 3453.568115
	Iteration 84Q: 3 clusters Score -3845758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -3845756.000000 Penalty: 3453.568115
	Iteration 85Q: 3 clusters Score -3845756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -3845756.750000 Penalty: 3453.568115
	Iteration 86Q: 3 clusters Score -3845757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -3845755.250000 Penalty: 3453.568115
	Iteration 87Q: 3 clusters Score -3845755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -3845754.750000 Penalty: 3453.568115
	Iteration 88Q: 3 clusters Score -3845755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -3845753.000000 Penalty: 3453.568115
	Iteration 89Q: 3 clusters Score -3845753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -3845753.000000 Penalty: 3453.568115
	Iteration 90F: 3 clusters Score -3845753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Entering Unmasked Estep 
Score: -1901996.500000 Penalty: 1611.776123
	Iteration 0F: 2 clusters Score -1901996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1888132.125000 Penalty: 3223.552246
	Iteration 0F: 3 clusters Score -1888132 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1893213.500000 Penalty: 3223.552246
	Iteration 1F: 3 clusters Score -1893214 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1893746.250000 Penalty: 3223.552246
	Iteration 2F: 3 clusters Score -1893746 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1894446.500000 Penalty: 3223.552246
	Iteration 3F: 3 clusters Score -1894446 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1895384.125000 Penalty: 3223.552246
	Iteration 4F: 3 clusters Score -1895384 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1896546.375000 Penalty: 3223.552246
	Iteration 5F: 3 clusters Score -1896546 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1897868.875000 Penalty: 3223.552246
	Iteration 6F: 3 clusters Score -1897869 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1899084.125000 Penalty: 3223.552246
	Iteration 7F: 3 clusters Score -1899084 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1899916.125000 Penalty: 3223.552246
	Iteration 8Q: 3 clusters Score -1899916 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1900263.750000 Penalty: 3223.552246
	Iteration 9Q: 3 clusters Score -1900264 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1900396.375000 Penalty: 3223.552246
	Iteration 10Q: 3 clusters Score -1900396 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1900469.750000 Penalty: 3223.552246
	Iteration 11Q: 3 clusters Score -1900470 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1900515.250000 Penalty: 3223.552246
	Iteration 12Q: 3 clusters Score -1900515 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1900566.625000 Penalty: 3223.552246
	Iteration 13Q: 3 clusters Score -1900567 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1900600.875000 Penalty: 3223.552246
	Iteration 14Q: 3 clusters Score -1900601 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1900643.750000 Penalty: 3223.552246
	Iteration 15Q: 3 clusters Score -1900644 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1900673.000000 Penalty: 3223.552246
	Iteration 16Q: 3 clusters Score -1900673 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1900715.375000 Penalty: 3223.552246
	Iteration 17Q: 3 clusters Score -1900715 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1900739.375000 Penalty: 3223.552246
	Iteration 18Q: 3 clusters Score -1900739 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1900761.625000 Penalty: 3223.552246
	Iteration 19Q: 3 clusters Score -1900762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1900786.250000 Penalty: 3223.552246
	Iteration 20F: 3 clusters Score -1900786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1900802.125000 Penalty: 3223.552246
	Iteration 21Q: 3 clusters Score -1900802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1900813.250000 Penalty: 3223.552246
	Iteration 22Q: 3 clusters Score -1900813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1900826.625000 Penalty: 3223.552246
	Iteration 23Q: 3 clusters Score -1900827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1900834.875000 Penalty: 3223.552246
	Iteration 24Q: 3 clusters Score -1900835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1900844.500000 Penalty: 3223.552246
	Iteration 25Q: 3 clusters Score -1900844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1900863.000000 Penalty: 3223.552246
	Iteration 26Q: 3 clusters Score -1900863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1900865.875000 Penalty: 3223.552246
	Iteration 27Q: 3 clusters Score -1900866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1900877.125000 Penalty: 3223.552246
	Iteration 28Q: 3 clusters Score -1900877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1900877.125000 Penalty: 3223.552246
	Iteration 29Q: 3 clusters Score -1900877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1900886.000000 Penalty: 3223.552246
	Iteration 30Q: 3 clusters Score -1900886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1900889.500000 Penalty: 3223.552246
	Iteration 31Q: 3 clusters Score -1900890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1900900.375000 Penalty: 3223.552246
	Iteration 32Q: 3 clusters Score -1900900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1900902.250000 Penalty: 3223.552246
	Iteration 33Q: 3 clusters Score -1900902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1900909.375000 Penalty: 3223.552246
	Iteration 34Q: 3 clusters Score -1900909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1900913.375000 Penalty: 3223.552246
	Iteration 35Q: 3 clusters Score -1900913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1900915.375000 Penalty: 3223.552246
	Iteration 36Q: 3 clusters Score -1900915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1900919.625000 Penalty: 3223.552246
	Iteration 37Q: 3 clusters Score -1900920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1900921.375000 Penalty: 3223.552246
	Iteration 38Q: 3 clusters Score -1900921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1900930.375000 Penalty: 3223.552246
	Iteration 39Q: 3 clusters Score -1900930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1900941.250000 Penalty: 3223.552246
	Iteration 40F: 3 clusters Score -1900941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1900950.375000 Penalty: 3223.552246
	Iteration 41Q: 3 clusters Score -1900950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1900951.375000 Penalty: 3223.552246
	Iteration 42Q: 3 clusters Score -1900951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1900959.000000 Penalty: 3223.552246
	Iteration 43Q: 3 clusters Score -1900959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1900959.500000 Penalty: 3223.552246
	Iteration 44Q: 3 clusters Score -1900960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1900961.375000 Penalty: 3223.552246
	Iteration 45Q: 3 clusters Score -1900961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1900964.250000 Penalty: 3223.552246
	Iteration 46Q: 3 clusters Score -1900964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1900969.875000 Penalty: 3223.552246
	Iteration 47Q: 3 clusters Score -1900970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1900971.000000 Penalty: 3223.552246
	Iteration 48Q: 3 clusters Score -1900971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1900975.625000 Penalty: 3223.552246
	Iteration 49Q: 3 clusters Score -1900976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1900974.875000 Penalty: 3223.552246
	Iteration 50Q: 3 clusters Score -1900975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1900973.500000 Penalty: 3223.552246
	Iteration 51Q: 3 clusters Score -1900974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1900976.000000 Penalty: 3223.552246
	Iteration 52Q: 3 clusters Score -1900976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1900976.375000 Penalty: 3223.552246
	Iteration 53Q: 3 clusters Score -1900976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1900979.250000 Penalty: 3223.552246
	Iteration 54Q: 3 clusters Score -1900979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1900985.250000 Penalty: 3223.552246
	Iteration 55Q: 3 clusters Score -1900985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1900988.125000 Penalty: 3223.552246
	Iteration 56Q: 3 clusters Score -1900988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1900986.375000 Penalty: 3223.552246
	Iteration 57Q: 3 clusters Score -1900986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1900990.500000 Penalty: 3223.552246
	Iteration 58Q: 3 clusters Score -1900990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1900989.500000 Penalty: 3223.552246
	Iteration 59Q: 3 clusters Score -1900990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1900990.875000 Penalty: 3223.552246
	Iteration 60F: 3 clusters Score -1900991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1900990.500000 Penalty: 3223.552246
	Iteration 61Q: 3 clusters Score -1900990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1900992.875000 Penalty: 3223.552246
	Iteration 62Q: 3 clusters Score -1900993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1900994.000000 Penalty: 3223.552246
	Iteration 63Q: 3 clusters Score -1900994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1900996.500000 Penalty: 3223.552246
	Iteration 64Q: 3 clusters Score -1900996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1900994.000000 Penalty: 3223.552246
	Iteration 65Q: 3 clusters Score -1900994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1900999.250000 Penalty: 3223.552246
	Iteration 66Q: 3 clusters Score -1900999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1901003.750000 Penalty: 3223.552246
	Iteration 67Q: 3 clusters Score -1901004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1901003.375000 Penalty: 3223.552246
	Iteration 68Q: 3 clusters Score -1901003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1901005.750000 Penalty: 3223.552246
	Iteration 69Q: 3 clusters Score -1901006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1901007.250000 Penalty: 3223.552246
	Iteration 70Q: 3 clusters Score -1901007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1901009.250000 Penalty: 3223.552246
	Iteration 71Q: 3 clusters Score -1901009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1901008.500000 Penalty: 3223.552246
	Iteration 72Q: 3 clusters Score -1901008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1901010.375000 Penalty: 3223.552246
	Iteration 73Q: 3 clusters Score -1901010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1901013.375000 Penalty: 3223.552246
	Iteration 74Q: 3 clusters Score -1901013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1901011.625000 Penalty: 3223.552246
	Iteration 75Q: 3 clusters Score -1901012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1901009.125000 Penalty: 3223.552246
	Iteration 76Q: 3 clusters Score -1901009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1901012.250000 Penalty: 3223.552246
	Iteration 77Q: 3 clusters Score -1901012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1901012.750000 Penalty: 3223.552246
	Iteration 78Q: 3 clusters Score -1901013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1901014.875000 Penalty: 3223.552246
	Iteration 79Q: 3 clusters Score -1901015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1901015.000000 Penalty: 3223.552246
	Iteration 80F: 3 clusters Score -1901015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1901020.625000 Penalty: 3223.552246
	Iteration 81Q: 3 clusters Score -1901021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1901019.625000 Penalty: 3223.552246
	Iteration 82Q: 3 clusters Score -1901020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1901017.625000 Penalty: 3223.552246
	Iteration 83Q: 3 clusters Score -1901018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1901019.625000 Penalty: 3223.552246
	Iteration 84Q: 3 clusters Score -1901020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1901022.500000 Penalty: 3223.552246
	Iteration 85Q: 3 clusters Score -1901022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1901021.250000 Penalty: 3223.552246
	Iteration 86Q: 3 clusters Score -1901021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1901021.375000 Penalty: 3223.552246
	Iteration 87Q: 3 clusters Score -1901021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1901021.125000 Penalty: 3223.552246
	Iteration 88Q: 3 clusters Score -1901021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1901021.125000 Penalty: 3223.552246
	Iteration 89F: 3 clusters Score -1901021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Entering Unmasked Estep 
Score: -1153814.375000 Penalty: 1528.807007
	Iteration 0F: 2 clusters Score -1153814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1145210.500000 Penalty: 3057.614014
	Iteration 0F: 3 clusters Score -1145210 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1148078.125000 Penalty: 3057.614014
	Iteration 1F: 3 clusters Score -1148078 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1148294.750000 Penalty: 3057.614014
	Iteration 2F: 3 clusters Score -1148295 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1148478.500000 Penalty: 3057.614014
	Iteration 3Q: 3 clusters Score -1148478 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1148656.125000 Penalty: 3057.614014
	Iteration 4Q: 3 clusters Score -1148656 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1148841.375000 Penalty: 3057.614014
	Iteration 5Q: 3 clusters Score -1148841 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1149042.500000 Penalty: 3057.614014
	Iteration 6Q: 3 clusters Score -1149042 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1149315.375000 Penalty: 3057.614014
	Iteration 7Q: 3 clusters Score -1149315 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1149685.125000 Penalty: 3057.614014
	Iteration 8Q: 3 clusters Score -1149685 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1150155.375000 Penalty: 3057.614014
	Iteration 9F: 3 clusters Score -1150155 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1150694.000000 Penalty: 3057.614014
	Iteration 10F: 3 clusters Score -1150694 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1151132.375000 Penalty: 3057.614014
	Iteration 11Q: 3 clusters Score -1151132 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1151497.375000 Penalty: 3057.614014
	Iteration 12Q: 3 clusters Score -1151497 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1151740.875000 Penalty: 3057.614014
	Iteration 13Q: 3 clusters Score -1151741 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1151928.875000 Penalty: 3057.614014
	Iteration 14Q: 3 clusters Score -1151929 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1152035.125000 Penalty: 3057.614014
	Iteration 15Q: 3 clusters Score -1152035 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1152121.875000 Penalty: 3057.614014
	Iteration 16Q: 3 clusters Score -1152122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1152199.375000 Penalty: 3057.614014
	Iteration 17Q: 3 clusters Score -1152199 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1152259.375000 Penalty: 3057.614014
	Iteration 18Q: 3 clusters Score -1152259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1152314.375000 Penalty: 3057.614014
	Iteration 19Q: 3 clusters Score -1152314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1152357.500000 Penalty: 3057.614014
	Iteration 20F: 3 clusters Score -1152358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1152395.000000 Penalty: 3057.614014
	Iteration 21Q: 3 clusters Score -1152395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1152441.750000 Penalty: 3057.614014
	Iteration 22Q: 3 clusters Score -1152442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1152472.625000 Penalty: 3057.614014
	Iteration 23Q: 3 clusters Score -1152473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1152495.875000 Penalty: 3057.614014
	Iteration 24Q: 3 clusters Score -1152496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1152523.250000 Penalty: 3057.614014
	Iteration 25Q: 3 clusters Score -1152523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1152544.125000 Penalty: 3057.614014
	Iteration 26Q: 3 clusters Score -1152544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1152566.375000 Penalty: 3057.614014
	Iteration 27Q: 3 clusters Score -1152566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1152584.375000 Penalty: 3057.614014
	Iteration 28Q: 3 clusters Score -1152584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1152592.000000 Penalty: 3057.614014
	Iteration 29Q: 3 clusters Score -1152592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1152599.500000 Penalty: 3057.614014
	Iteration 30Q: 3 clusters Score -1152600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1152602.125000 Penalty: 3057.614014
	Iteration 31Q: 3 clusters Score -1152602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1152603.250000 Penalty: 3057.614014
	Iteration 32Q: 3 clusters Score -1152603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1152605.875000 Penalty: 3057.614014
	Iteration 33Q: 3 clusters Score -1152606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1152607.500000 Penalty: 3057.614014
	Iteration 34Q: 3 clusters Score -1152608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1152609.375000 Penalty: 3057.614014
	Iteration 35Q: 3 clusters Score -1152609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1152610.750000 Penalty: 3057.614014
	Iteration 36Q: 3 clusters Score -1152611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1152612.500000 Penalty: 3057.614014
	Iteration 37Q: 3 clusters Score -1152612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1152611.375000 Penalty: 3057.614014
	Iteration 38Q: 3 clusters Score -1152611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1152611.125000 Penalty: 3057.614014
	Iteration 39Q: 3 clusters Score -1152611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1152611.625000 Penalty: 3057.614014
	Iteration 40F: 3 clusters Score -1152612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1152613.250000 Penalty: 3057.614014
	Iteration 41Q: 3 clusters Score -1152613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1152613.250000 Penalty: 3057.614014
	Iteration 42F: 3 clusters Score -1152613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -214194.421875 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -214194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -211913.750000 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -211913.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -212402.875000 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -212402.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -212513.531250 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -212513.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -212584.015625 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -212584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -212612.750000 Penalty: 2518.389648
	Iteration 4Q: 3 clusters Score -212612.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -212640.046875 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -212640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -212661.250000 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -212661.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -212676.312500 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -212676.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -212686.406250 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -212686.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -212694.859375 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -212694.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -212702.703125 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -212702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -212707.562500 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -212707.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -212711.062500 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -212711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -212713.218750 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -212713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -212713.390625 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -212713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -212714.359375 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -212714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -212715.546875 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -212715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -212716.953125 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -212717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -212718.046875 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -212718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -212718.046875 Penalty: 2518.389648
	Iteration 19F: 3 clusters Score -212718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Entering Unmasked Estep 
Score: -1906951.625000 Penalty: 1618.770142
	Iteration 0F: 2 clusters Score -1906952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1892623.375000 Penalty: 3237.540283
	Iteration 0F: 3 clusters Score -1892623 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1897797.250000 Penalty: 3237.540283
	Iteration 1F: 3 clusters Score -1897797 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1898124.375000 Penalty: 3237.540283
	Iteration 2Q: 3 clusters Score -1898124 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1898452.000000 Penalty: 3237.540283
	Iteration 3Q: 3 clusters Score -1898452 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1898854.875000 Penalty: 3237.540283
	Iteration 4Q: 3 clusters Score -1898855 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1899517.875000 Penalty: 3237.540283
	Iteration 5F: 3 clusters Score -1899518 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1900496.750000 Penalty: 3237.540283
	Iteration 6F: 3 clusters Score -1900497 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1901856.500000 Penalty: 3237.540283
	Iteration 7F: 3 clusters Score -1901856 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1903323.875000 Penalty: 3237.540283
	Iteration 8F: 3 clusters Score -1903324 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -1904397.750000 Penalty: 3237.540283
	Iteration 9F: 3 clusters Score -1904398 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1904999.000000 Penalty: 3237.540283
	Iteration 10Q: 3 clusters Score -1904999 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -1905259.625000 Penalty: 3237.540283
	Iteration 11Q: 3 clusters Score -1905260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1905367.125000 Penalty: 3237.540283
	Iteration 12Q: 3 clusters Score -1905367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -1905412.750000 Penalty: 3237.540283
	Iteration 13Q: 3 clusters Score -1905413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -1905435.000000 Penalty: 3237.540283
	Iteration 14Q: 3 clusters Score -1905435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -1905452.875000 Penalty: 3237.540283
	Iteration 15Q: 3 clusters Score -1905453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1905464.250000 Penalty: 3237.540283
	Iteration 16Q: 3 clusters Score -1905464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -1905472.500000 Penalty: 3237.540283
	Iteration 17Q: 3 clusters Score -1905472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -1905473.500000 Penalty: 3237.540283
	Iteration 18Q: 3 clusters Score -1905474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -1905477.375000 Penalty: 3237.540283
	Iteration 19Q: 3 clusters Score -1905477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -1905477.375000 Penalty: 3237.540283
	Iteration 20F: 3 clusters Score -1905477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Entering Unmasked Estep 
Score: -2811492.750000 Penalty: 1675.134399
	Iteration 0F: 2 clusters Score -2811493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2791364.500000 Penalty: 3350.268799
	Iteration 0F: 3 clusters Score -2791364 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2798749.500000 Penalty: 3350.268799
	Iteration 1F: 3 clusters Score -2798750 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2799109.750000 Penalty: 3350.268799
	Iteration 2Q: 3 clusters Score -2799110 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2799515.000000 Penalty: 3350.268799
	Iteration 3Q: 3 clusters Score -2799515 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2800048.750000 Penalty: 3350.268799
	Iteration 4Q: 3 clusters Score -2800049 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2800888.250000 Penalty: 3350.268799
	Iteration 5F: 3 clusters Score -2800888 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2802169.250000 Penalty: 3350.268799
	Iteration 6F: 3 clusters Score -2802169 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2803925.500000 Penalty: 3350.268799
	Iteration 7F: 3 clusters Score -2803926 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2805971.500000 Penalty: 3350.268799
	Iteration 8F: 3 clusters Score -2805972 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2807720.500000 Penalty: 3350.268799
	Iteration 9F: 3 clusters Score -2807720 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2808897.000000 Penalty: 3350.268799
	Iteration 10Q: 3 clusters Score -2808897 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -2809497.750000 Penalty: 3350.268799
	Iteration 11Q: 3 clusters Score -2809498 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2809810.000000 Penalty: 3350.268799
	Iteration 12Q: 3 clusters Score -2809810 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -2809973.250000 Penalty: 3350.268799
	Iteration 13Q: 3 clusters Score -2809973 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -2810058.250000 Penalty: 3350.268799
	Iteration 14Q: 3 clusters Score -2810058 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -2810103.250000 Penalty: 3350.268799
	Iteration 15Q: 3 clusters Score -2810103 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -2810146.500000 Penalty: 3350.268799
	Iteration 16Q: 3 clusters Score -2810146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -2810185.250000 Penalty: 3350.268799
	Iteration 17Q: 3 clusters Score -2810185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -2810204.750000 Penalty: 3350.268799
	Iteration 18Q: 3 clusters Score -2810205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -2810229.750000 Penalty: 3350.268799
	Iteration 19Q: 3 clusters Score -2810230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2810251.250000 Penalty: 3350.268799
	Iteration 20F: 3 clusters Score -2810251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -2810268.000000 Penalty: 3350.268799
	Iteration 21Q: 3 clusters Score -2810268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -2810272.500000 Penalty: 3350.268799
	Iteration 22Q: 3 clusters Score -2810272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -2810277.500000 Penalty: 3350.268799
	Iteration 23Q: 3 clusters Score -2810278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -2810284.750000 Penalty: 3350.268799
	Iteration 24Q: 3 clusters Score -2810285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -2810293.250000 Penalty: 3350.268799
	Iteration 25Q: 3 clusters Score -2810293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -2810305.000000 Penalty: 3350.268799
	Iteration 26Q: 3 clusters Score -2810305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -2810320.750000 Penalty: 3350.268799
	Iteration 27Q: 3 clusters Score -2810321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -2810325.500000 Penalty: 3350.268799
	Iteration 28Q: 3 clusters Score -2810326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -2810325.500000 Penalty: 3350.268799
	Iteration 29Q: 3 clusters Score -2810326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -2810330.000000 Penalty: 3350.268799
	Iteration 30Q: 3 clusters Score -2810330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -2810330.500000 Penalty: 3350.268799
	Iteration 31Q: 3 clusters Score -2810330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -2810338.000000 Penalty: 3350.268799
	Iteration 32Q: 3 clusters Score -2810338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -2810335.500000 Penalty: 3350.268799
	Iteration 33Q: 3 clusters Score -2810336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -2810336.750000 Penalty: 3350.268799
	Iteration 34Q: 3 clusters Score -2810337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -2810338.500000 Penalty: 3350.268799
	Iteration 35Q: 3 clusters Score -2810338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -2810338.500000 Penalty: 3350.268799
	Iteration 36Q: 3 clusters Score -2810338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -2810340.750000 Penalty: 3350.268799
	Iteration 37Q: 3 clusters Score -2810341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -2810343.000000 Penalty: 3350.268799
	Iteration 38Q: 3 clusters Score -2810343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -2810344.000000 Penalty: 3350.268799
	Iteration 39Q: 3 clusters Score -2810344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -2810344.750000 Penalty: 3350.268799
	Iteration 40F: 3 clusters Score -2810345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -2810345.500000 Penalty: 3350.268799
	Iteration 41Q: 3 clusters Score -2810346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -2810349.000000 Penalty: 3350.268799
	Iteration 42Q: 3 clusters Score -2810349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -2810345.000000 Penalty: 3350.268799
	Iteration 43Q: 3 clusters Score -2810345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -2810350.750000 Penalty: 3350.268799
	Iteration 44Q: 3 clusters Score -2810351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -2810354.000000 Penalty: 3350.268799
	Iteration 45Q: 3 clusters Score -2810354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -2810353.250000 Penalty: 3350.268799
	Iteration 46Q: 3 clusters Score -2810353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -2810353.250000 Penalty: 3350.268799
	Iteration 47F: 3 clusters Score -2810353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Entering Unmasked Estep 
Score: -5653778.000000 Penalty: 1789.197876
	Iteration 0F: 2 clusters Score -5653778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -5613424.500000 Penalty: 3578.395752
	Iteration 0F: 3 clusters Score -5613424 nChanged 28673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5629776.500000 Penalty: 3578.395752
	Iteration 1F: 3 clusters Score -5629776 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5630361.000000 Penalty: 3578.395752
	Iteration 2Q: 3 clusters Score -5630361 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -5630949.500000 Penalty: 3578.395752
	Iteration 3Q: 3 clusters Score -5630950 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5631556.500000 Penalty: 3578.395752
	Iteration 4Q: 3 clusters Score -5631556 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -5632250.000000 Penalty: 3578.395752
	Iteration 5Q: 3 clusters Score -5632250 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -5633147.000000 Penalty: 3578.395752
	Iteration 6Q: 3 clusters Score -5633147 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -5634352.500000 Penalty: 3578.395752
	Iteration 7Q: 3 clusters Score -5634352 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5635986.500000 Penalty: 3578.395752
	Iteration 8Q: 3 clusters Score -5635986 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5638165.500000 Penalty: 3578.395752
	Iteration 9F: 3 clusters Score -5638166 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -5640706.000000 Penalty: 3578.395752
	Iteration 10F: 3 clusters Score -5640706 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5643206.500000 Penalty: 3578.395752
	Iteration 11F: 3 clusters Score -5643206 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -5645261.500000 Penalty: 3578.395752
	Iteration 12Q: 3 clusters Score -5645262 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -5646723.500000 Penalty: 3578.395752
	Iteration 13Q: 3 clusters Score -5646724 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -5647762.000000 Penalty: 3578.395752
	Iteration 14Q: 3 clusters Score -5647762 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -5648592.000000 Penalty: 3578.395752
	Iteration 15Q: 3 clusters Score -5648592 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -5649202.500000 Penalty: 3578.395752
	Iteration 16Q: 3 clusters Score -5649202 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -5649703.500000 Penalty: 3578.395752
	Iteration 17Q: 3 clusters Score -5649704 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -5650134.000000 Penalty: 3578.395752
	Iteration 18Q: 3 clusters Score -5650134 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -5650418.000000 Penalty: 3578.395752
	Iteration 19Q: 3 clusters Score -5650418 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -5650656.000000 Penalty: 3578.395752
	Iteration 20F: 3 clusters Score -5650656 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -5650898.500000 Penalty: 3578.395752
	Iteration 21Q: 3 clusters Score -5650898 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -5651122.000000 Penalty: 3578.395752
	Iteration 22Q: 3 clusters Score -5651122 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -5651327.500000 Penalty: 3578.395752
	Iteration 23Q: 3 clusters Score -5651328 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -5651523.000000 Penalty: 3578.395752
	Iteration 24Q: 3 clusters Score -5651523 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -5651664.500000 Penalty: 3578.395752
	Iteration 25Q: 3 clusters Score -5651664 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -5651793.000000 Penalty: 3578.395752
	Iteration 26Q: 3 clusters Score -5651793 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -5651907.000000 Penalty: 3578.395752
	Iteration 27Q: 3 clusters Score -5651907 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -5652011.000000 Penalty: 3578.395752
	Iteration 28Q: 3 clusters Score -5652011 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -5652085.000000 Penalty: 3578.395752
	Iteration 29Q: 3 clusters Score -5652085 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -5652118.000000 Penalty: 3578.395752
	Iteration 30Q: 3 clusters Score -5652118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -5652165.000000 Penalty: 3578.395752
	Iteration 31Q: 3 clusters Score -5652165 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -5652203.500000 Penalty: 3578.395752
	Iteration 32Q: 3 clusters Score -5652204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -5652239.000000 Penalty: 3578.395752
	Iteration 33Q: 3 clusters Score -5652239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -5652266.000000 Penalty: 3578.395752
	Iteration 34Q: 3 clusters Score -5652266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -5652286.000000 Penalty: 3578.395752
	Iteration 35Q: 3 clusters Score -5652286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -5652306.500000 Penalty: 3578.395752
	Iteration 36Q: 3 clusters Score -5652306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -5652318.000000 Penalty: 3578.395752
	Iteration 37Q: 3 clusters Score -5652318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -5652321.000000 Penalty: 3578.395752
	Iteration 38Q: 3 clusters Score -5652321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -5652343.000000 Penalty: 3578.395752
	Iteration 39Q: 3 clusters Score -5652343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -5652345.500000 Penalty: 3578.395752
	Iteration 40F: 3 clusters Score -5652346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -5652361.000000 Penalty: 3578.395752
	Iteration 41Q: 3 clusters Score -5652361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -5652378.000000 Penalty: 3578.395752
	Iteration 42Q: 3 clusters Score -5652378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -5652383.500000 Penalty: 3578.395752
	Iteration 43Q: 3 clusters Score -5652384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -5652392.500000 Penalty: 3578.395752
	Iteration 44Q: 3 clusters Score -5652392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -5652400.500000 Penalty: 3578.395752
	Iteration 45Q: 3 clusters Score -5652400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -5652406.500000 Penalty: 3578.395752
	Iteration 46Q: 3 clusters Score -5652406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -5652412.000000 Penalty: 3578.395752
	Iteration 47Q: 3 clusters Score -5652412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -5652411.000000 Penalty: 3578.395752
	Iteration 48Q: 3 clusters Score -5652411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -5652410.500000 Penalty: 3578.395752
	Iteration 49Q: 3 clusters Score -5652410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -5652409.000000 Penalty: 3578.395752
	Iteration 50Q: 3 clusters Score -5652409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -5652412.000000 Penalty: 3578.395752
	Iteration 51Q: 3 clusters Score -5652412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -5652416.000000 Penalty: 3578.395752
	Iteration 52Q: 3 clusters Score -5652416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -5652415.000000 Penalty: 3578.395752
	Iteration 53Q: 3 clusters Score -5652415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -5652415.000000 Penalty: 3578.395752
	Iteration 54F: 3 clusters Score -5652415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -88168.289062 Penalty: 1136.960815
	Iteration 0F: 2 clusters Score -88168.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86711.757812 Penalty: 2273.921631
	Iteration 0F: 3 clusters Score -86711.76 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -87102.296875 Penalty: 2273.921631
	Iteration 1F: 3 clusters Score -87102.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -87223.437500 Penalty: 2273.921631
	Iteration 2F: 3 clusters Score -87223.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87283.625000 Penalty: 2273.921631
	Iteration 3F: 3 clusters Score -87283.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -87338.031250 Penalty: 2273.921631
	Iteration 4Q: 3 clusters Score -87338.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -87391.671875 Penalty: 2273.921631
	Iteration 5Q: 3 clusters Score -87391.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -87427.125000 Penalty: 2273.921631
	Iteration 6Q: 3 clusters Score -87427.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -87452.921875 Penalty: 2273.921631
	Iteration 7Q: 3 clusters Score -87452.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -87466.125000 Penalty: 2273.921631
	Iteration 8Q: 3 clusters Score -87466.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -87473.492188 Penalty: 2273.921631
	Iteration 9Q: 3 clusters Score -87473.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -87480.609375 Penalty: 2273.921631
	Iteration 10Q: 3 clusters Score -87480.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -87494.132812 Penalty: 2273.921631
	Iteration 11Q: 3 clusters Score -87494.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -87511.742188 Penalty: 2273.921631
	Iteration 12Q: 3 clusters Score -87511.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -87524.265625 Penalty: 2273.921631
	Iteration 13Q: 3 clusters Score -87524.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -87533.757812 Penalty: 2273.921631
	Iteration 14Q: 3 clusters Score -87533.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -87542.046875 Penalty: 2273.921631
	Iteration 15Q: 3 clusters Score -87542.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87547.140625 Penalty: 2273.921631
	Iteration 16Q: 3 clusters Score -87547.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -87547.679688 Penalty: 2273.921631
	Iteration 17Q: 3 clusters Score -87547.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -87547.679688 Penalty: 2273.921631
	Iteration 18F: 3 clusters Score -87547.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Entering Unmasked Estep 
Score: -4023727.750000 Penalty: 1734.161865
	Iteration 0F: 2 clusters Score -4023728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3994715.750000 Penalty: 3468.323730
	Iteration 0F: 3 clusters Score -3994716 nChanged 20101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4006386.500000 Penalty: 3468.323730
	Iteration 1F: 3 clusters Score -4006386 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -4007122.750000 Penalty: 3468.323730
	Iteration 2Q: 3 clusters Score -4007123 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4008266.750000 Penalty: 3468.323730
	Iteration 3Q: 3 clusters Score -4008267 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -4009784.250000 Penalty: 3468.323730
	Iteration 4F: 3 clusters Score -4009784 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4011802.750000 Penalty: 3468.323730
	Iteration 5F: 3 clusters Score -4011803 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -4013965.500000 Penalty: 3468.323730
	Iteration 6F: 3 clusters Score -4013966 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4015765.250000 Penalty: 3468.323730
	Iteration 7F: 3 clusters Score -4015765 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4016831.000000 Penalty: 3468.323730
	Iteration 8Q: 3 clusters Score -4016831 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4017317.500000 Penalty: 3468.323730
	Iteration 9Q: 3 clusters Score -4017318 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4017603.500000 Penalty: 3468.323730
	Iteration 10Q: 3 clusters Score -4017604 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4017817.000000 Penalty: 3468.323730
	Iteration 11Q: 3 clusters Score -4017817 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4017965.750000 Penalty: 3468.323730
	Iteration 12Q: 3 clusters Score -4017966 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4018102.750000 Penalty: 3468.323730
	Iteration 13Q: 3 clusters Score -4018103 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -4018202.000000 Penalty: 3468.323730
	Iteration 14Q: 3 clusters Score -4018202 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4018301.500000 Penalty: 3468.323730
	Iteration 15Q: 3 clusters Score -4018302 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4018387.750000 Penalty: 3468.323730
	Iteration 16Q: 3 clusters Score -4018388 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4018448.500000 Penalty: 3468.323730
	Iteration 17Q: 3 clusters Score -4018448 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4018508.000000 Penalty: 3468.323730
	Iteration 18Q: 3 clusters Score -4018508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -4018581.250000 Penalty: 3468.323730
	Iteration 19Q: 3 clusters Score -4018581 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4018632.250000 Penalty: 3468.323730
	Iteration 20F: 3 clusters Score -4018632 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4018667.000000 Penalty: 3468.323730
	Iteration 21Q: 3 clusters Score -4018667 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4018738.750000 Penalty: 3468.323730
	Iteration 22Q: 3 clusters Score -4018739 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4018801.250000 Penalty: 3468.323730
	Iteration 23Q: 3 clusters Score -4018801 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4018850.750000 Penalty: 3468.323730
	Iteration 24Q: 3 clusters Score -4018851 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4018894.250000 Penalty: 3468.323730
	Iteration 25Q: 3 clusters Score -4018894 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -4018946.250000 Penalty: 3468.323730
	Iteration 26Q: 3 clusters Score -4018946 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4018982.500000 Penalty: 3468.323730
	Iteration 27Q: 3 clusters Score -4018982 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -4019004.500000 Penalty: 3468.323730
	Iteration 28Q: 3 clusters Score -4019004 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4019049.000000 Penalty: 3468.323730
	Iteration 29Q: 3 clusters Score -4019049 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4019086.000000 Penalty: 3468.323730
	Iteration 30Q: 3 clusters Score -4019086 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4019137.000000 Penalty: 3468.323730
	Iteration 31Q: 3 clusters Score -4019137 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -4019180.250000 Penalty: 3468.323730
	Iteration 32Q: 3 clusters Score -4019180 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4019229.000000 Penalty: 3468.323730
	Iteration 33Q: 3 clusters Score -4019229 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4019276.000000 Penalty: 3468.323730
	Iteration 34Q: 3 clusters Score -4019276 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4019346.500000 Penalty: 3468.323730
	Iteration 35Q: 3 clusters Score -4019346 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4019410.500000 Penalty: 3468.323730
	Iteration 36Q: 3 clusters Score -4019410 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4019489.250000 Penalty: 3468.323730
	Iteration 37Q: 3 clusters Score -4019489 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4019583.250000 Penalty: 3468.323730
	Iteration 38Q: 3 clusters Score -4019583 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -4019652.750000 Penalty: 3468.323730
	Iteration 39Q: 3 clusters Score -4019653 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4019764.750000 Penalty: 3468.323730
	Iteration 40F: 3 clusters Score -4019765 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4019867.750000 Penalty: 3468.323730
	Iteration 41Q: 3 clusters Score -4019868 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4019982.750000 Penalty: 3468.323730
	Iteration 42Q: 3 clusters Score -4019983 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -4020076.250000 Penalty: 3468.323730
	Iteration 43Q: 3 clusters Score -4020076 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4020161.500000 Penalty: 3468.323730
	Iteration 44Q: 3 clusters Score -4020162 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4020257.500000 Penalty: 3468.323730
	Iteration 45Q: 3 clusters Score -4020258 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4020374.000000 Penalty: 3468.323730
	Iteration 46Q: 3 clusters Score -4020374 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4020515.250000 Penalty: 3468.323730
	Iteration 47Q: 3 clusters Score -4020515 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4020655.000000 Penalty: 3468.323730
	Iteration 48Q: 3 clusters Score -4020655 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4020798.750000 Penalty: 3468.323730
	Iteration 49Q: 3 clusters Score -4020799 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4020906.250000 Penalty: 3468.323730
	Iteration 50Q: 3 clusters Score -4020906 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4021037.000000 Penalty: 3468.323730
	Iteration 51Q: 3 clusters Score -4021037 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4021147.000000 Penalty: 3468.323730
	Iteration 52Q: 3 clusters Score -4021147 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4021231.000000 Penalty: 3468.323730
	Iteration 53Q: 3 clusters Score -4021231 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4021348.000000 Penalty: 3468.323730
	Iteration 54Q: 3 clusters Score -4021348 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4021448.750000 Penalty: 3468.323730
	Iteration 55Q: 3 clusters Score -4021449 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4021562.000000 Penalty: 3468.323730
	Iteration 56Q: 3 clusters Score -4021562 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4021642.000000 Penalty: 3468.323730
	Iteration 57Q: 3 clusters Score -4021642 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4021699.250000 Penalty: 3468.323730
	Iteration 58Q: 3 clusters Score -4021699 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4021758.250000 Penalty: 3468.323730
	Iteration 59Q: 3 clusters Score -4021758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4021804.500000 Penalty: 3468.323730
	Iteration 60F: 3 clusters Score -4021804 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4021857.000000 Penalty: 3468.323730
	Iteration 61Q: 3 clusters Score -4021857 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4021901.500000 Penalty: 3468.323730
	Iteration 62Q: 3 clusters Score -4021902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4021943.750000 Penalty: 3468.323730
	Iteration 63Q: 3 clusters Score -4021944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4021975.000000 Penalty: 3468.323730
	Iteration 64Q: 3 clusters Score -4021975 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4022019.250000 Penalty: 3468.323730
	Iteration 65Q: 3 clusters Score -4022019 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4022056.750000 Penalty: 3468.323730
	Iteration 66Q: 3 clusters Score -4022057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4022082.000000 Penalty: 3468.323730
	Iteration 67Q: 3 clusters Score -4022082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4022091.750000 Penalty: 3468.323730
	Iteration 68Q: 3 clusters Score -4022092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4022109.000000 Penalty: 3468.323730
	Iteration 69Q: 3 clusters Score -4022109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4022124.250000 Penalty: 3468.323730
	Iteration 70Q: 3 clusters Score -4022124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4022139.000000 Penalty: 3468.323730
	Iteration 71Q: 3 clusters Score -4022139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4022147.250000 Penalty: 3468.323730
	Iteration 72Q: 3 clusters Score -4022147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4022161.500000 Penalty: 3468.323730
	Iteration 73Q: 3 clusters Score -4022162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4022186.500000 Penalty: 3468.323730
	Iteration 74Q: 3 clusters Score -4022186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4022198.000000 Penalty: 3468.323730
	Iteration 75Q: 3 clusters Score -4022198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4022215.250000 Penalty: 3468.323730
	Iteration 76Q: 3 clusters Score -4022215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4022229.500000 Penalty: 3468.323730
	Iteration 77Q: 3 clusters Score -4022230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4022247.500000 Penalty: 3468.323730
	Iteration 78Q: 3 clusters Score -4022248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4022254.750000 Penalty: 3468.323730
	Iteration 79Q: 3 clusters Score -4022255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4022257.000000 Penalty: 3468.323730
	Iteration 80F: 3 clusters Score -4022257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4022263.250000 Penalty: 3468.323730
	Iteration 81Q: 3 clusters Score -4022263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4022271.500000 Penalty: 3468.323730
	Iteration 82Q: 3 clusters Score -4022272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4022272.500000 Penalty: 3468.323730
	Iteration 83Q: 3 clusters Score -4022272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4022273.000000 Penalty: 3468.323730
	Iteration 84Q: 3 clusters Score -4022273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4022272.750000 Penalty: 3468.323730
	Iteration 85Q: 3 clusters Score -4022273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4022284.000000 Penalty: 3468.323730
	Iteration 86Q: 3 clusters Score -4022284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4022290.250000 Penalty: 3468.323730
	Iteration 87Q: 3 clusters Score -4022290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4022294.500000 Penalty: 3468.323730
	Iteration 88Q: 3 clusters Score -4022294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4022296.500000 Penalty: 3468.323730
	Iteration 89Q: 3 clusters Score -4022296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4022302.000000 Penalty: 3468.323730
	Iteration 90Q: 3 clusters Score -4022302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4022303.250000 Penalty: 3468.323730
	Iteration 91Q: 3 clusters Score -4022303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4022303.250000 Penalty: 3468.323730
	Iteration 92F: 3 clusters Score -4022303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Entering Unmasked Estep 
Score: -1180816.750000 Penalty: 1534.403442
	Iteration 0F: 2 clusters Score -1180817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1171982.250000 Penalty: 3068.806885
	Iteration 0F: 3 clusters Score -1171982 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1175027.000000 Penalty: 3068.806885
	Iteration 1F: 3 clusters Score -1175027 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1175399.000000 Penalty: 3068.806885
	Iteration 2F: 3 clusters Score -1175399 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1175730.500000 Penalty: 3068.806885
	Iteration 3F: 3 clusters Score -1175730 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1176050.000000 Penalty: 3068.806885
	Iteration 4Q: 3 clusters Score -1176050 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1176401.750000 Penalty: 3068.806885
	Iteration 5Q: 3 clusters Score -1176402 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1176759.125000 Penalty: 3068.806885
	Iteration 6Q: 3 clusters Score -1176759 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1177153.125000 Penalty: 3068.806885
	Iteration 7Q: 3 clusters Score -1177153 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1177528.625000 Penalty: 3068.806885
	Iteration 8Q: 3 clusters Score -1177529 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1177884.125000 Penalty: 3068.806885
	Iteration 9Q: 3 clusters Score -1177884 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1178141.125000 Penalty: 3068.806885
	Iteration 10Q: 3 clusters Score -1178141 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1178315.000000 Penalty: 3068.806885
	Iteration 11Q: 3 clusters Score -1178315 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1178438.625000 Penalty: 3068.806885
	Iteration 12Q: 3 clusters Score -1178439 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1178538.875000 Penalty: 3068.806885
	Iteration 13Q: 3 clusters Score -1178539 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1178632.125000 Penalty: 3068.806885
	Iteration 14Q: 3 clusters Score -1178632 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1178717.500000 Penalty: 3068.806885
	Iteration 15Q: 3 clusters Score -1178718 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1178790.000000 Penalty: 3068.806885
	Iteration 16Q: 3 clusters Score -1178790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1178844.500000 Penalty: 3068.806885
	Iteration 17Q: 3 clusters Score -1178844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1178889.625000 Penalty: 3068.806885
	Iteration 18Q: 3 clusters Score -1178890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1178931.250000 Penalty: 3068.806885
	Iteration 19Q: 3 clusters Score -1178931 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1178970.875000 Penalty: 3068.806885
	Iteration 20F: 3 clusters Score -1178971 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1179013.375000 Penalty: 3068.806885
	Iteration 21Q: 3 clusters Score -1179013 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1179042.750000 Penalty: 3068.806885
	Iteration 22Q: 3 clusters Score -1179043 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1179079.875000 Penalty: 3068.806885
	Iteration 23Q: 3 clusters Score -1179080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1179117.250000 Penalty: 3068.806885
	Iteration 24Q: 3 clusters Score -1179117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1179151.500000 Penalty: 3068.806885
	Iteration 25Q: 3 clusters Score -1179152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1179175.875000 Penalty: 3068.806885
	Iteration 26Q: 3 clusters Score -1179176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1179201.125000 Penalty: 3068.806885
	Iteration 27Q: 3 clusters Score -1179201 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1179222.000000 Penalty: 3068.806885
	Iteration 28Q: 3 clusters Score -1179222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1179239.500000 Penalty: 3068.806885
	Iteration 29Q: 3 clusters Score -1179240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1179258.375000 Penalty: 3068.806885
	Iteration 30Q: 3 clusters Score -1179258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1179281.125000 Penalty: 3068.806885
	Iteration 31Q: 3 clusters Score -1179281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1179296.500000 Penalty: 3068.806885
	Iteration 32Q: 3 clusters Score -1179296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1179311.125000 Penalty: 3068.806885
	Iteration 33Q: 3 clusters Score -1179311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1179322.875000 Penalty: 3068.806885
	Iteration 34Q: 3 clusters Score -1179323 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1179338.375000 Penalty: 3068.806885
	Iteration 35Q: 3 clusters Score -1179338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1179350.250000 Penalty: 3068.806885
	Iteration 36Q: 3 clusters Score -1179350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1179365.375000 Penalty: 3068.806885
	Iteration 37Q: 3 clusters Score -1179365 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1179383.125000 Penalty: 3068.806885
	Iteration 38Q: 3 clusters Score -1179383 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1179401.125000 Penalty: 3068.806885
	Iteration 39Q: 3 clusters Score -1179401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1179418.625000 Penalty: 3068.806885
	Iteration 40F: 3 clusters Score -1179419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1179433.625000 Penalty: 3068.806885
	Iteration 41Q: 3 clusters Score -1179434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1179445.375000 Penalty: 3068.806885
	Iteration 42Q: 3 clusters Score -1179445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1179463.375000 Penalty: 3068.806885
	Iteration 43Q: 3 clusters Score -1179463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1179490.000000 Penalty: 3068.806885
	Iteration 44Q: 3 clusters Score -1179490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1179509.875000 Penalty: 3068.806885
	Iteration 45Q: 3 clusters Score -1179510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1179540.125000 Penalty: 3068.806885
	Iteration 46Q: 3 clusters Score -1179540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1179561.375000 Penalty: 3068.806885
	Iteration 47Q: 3 clusters Score -1179561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1179586.250000 Penalty: 3068.806885
	Iteration 48Q: 3 clusters Score -1179586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1179605.750000 Penalty: 3068.806885
	Iteration 49Q: 3 clusters Score -1179606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1179625.750000 Penalty: 3068.806885
	Iteration 50Q: 3 clusters Score -1179626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1179650.250000 Penalty: 3068.806885
	Iteration 51Q: 3 clusters Score -1179650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1179665.750000 Penalty: 3068.806885
	Iteration 52Q: 3 clusters Score -1179666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1179677.375000 Penalty: 3068.806885
	Iteration 53Q: 3 clusters Score -1179677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1179690.750000 Penalty: 3068.806885
	Iteration 54Q: 3 clusters Score -1179691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1179707.500000 Penalty: 3068.806885
	Iteration 55Q: 3 clusters Score -1179708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1179724.375000 Penalty: 3068.806885
	Iteration 56Q: 3 clusters Score -1179724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1179733.250000 Penalty: 3068.806885
	Iteration 57Q: 3 clusters Score -1179733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1179738.375000 Penalty: 3068.806885
	Iteration 58Q: 3 clusters Score -1179738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1179740.375000 Penalty: 3068.806885
	Iteration 59Q: 3 clusters Score -1179740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1179743.500000 Penalty: 3068.806885
	Iteration 60F: 3 clusters Score -1179744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1179745.125000 Penalty: 3068.806885
	Iteration 61Q: 3 clusters Score -1179745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1179748.875000 Penalty: 3068.806885
	Iteration 62Q: 3 clusters Score -1179749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1179754.250000 Penalty: 3068.806885
	Iteration 63Q: 3 clusters Score -1179754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1179764.250000 Penalty: 3068.806885
	Iteration 64Q: 3 clusters Score -1179764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1179768.375000 Penalty: 3068.806885
	Iteration 65Q: 3 clusters Score -1179768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1179772.000000 Penalty: 3068.806885
	Iteration 66Q: 3 clusters Score -1179772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1179779.125000 Penalty: 3068.806885
	Iteration 67Q: 3 clusters Score -1179779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1179783.750000 Penalty: 3068.806885
	Iteration 68Q: 3 clusters Score -1179784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1179790.875000 Penalty: 3068.806885
	Iteration 69Q: 3 clusters Score -1179791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1179794.000000 Penalty: 3068.806885
	Iteration 70Q: 3 clusters Score -1179794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1179795.875000 Penalty: 3068.806885
	Iteration 71Q: 3 clusters Score -1179796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1179797.875000 Penalty: 3068.806885
	Iteration 72Q: 3 clusters Score -1179798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1179798.500000 Penalty: 3068.806885
	Iteration 73Q: 3 clusters Score -1179798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1179797.750000 Penalty: 3068.806885
	Iteration 74Q: 3 clusters Score -1179798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1179803.125000 Penalty: 3068.806885
	Iteration 75Q: 3 clusters Score -1179803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1179802.875000 Penalty: 3068.806885
	Iteration 76Q: 3 clusters Score -1179803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1179804.375000 Penalty: 3068.806885
	Iteration 77Q: 3 clusters Score -1179804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1179806.750000 Penalty: 3068.806885
	Iteration 78Q: 3 clusters Score -1179807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1179810.500000 Penalty: 3068.806885
	Iteration 79Q: 3 clusters Score -1179810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1179815.000000 Penalty: 3068.806885
	Iteration 80F: 3 clusters Score -1179815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1179815.250000 Penalty: 3068.806885
	Iteration 81Q: 3 clusters Score -1179815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1179816.125000 Penalty: 3068.806885
	Iteration 82Q: 3 clusters Score -1179816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1179819.000000 Penalty: 3068.806885
	Iteration 83Q: 3 clusters Score -1179819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1179817.500000 Penalty: 3068.806885
	Iteration 84Q: 3 clusters Score -1179818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1179818.625000 Penalty: 3068.806885
	Iteration 85Q: 3 clusters Score -1179819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1179819.000000 Penalty: 3068.806885
	Iteration 86Q: 3 clusters Score -1179819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1179823.125000 Penalty: 3068.806885
	Iteration 87Q: 3 clusters Score -1179823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1179822.250000 Penalty: 3068.806885
	Iteration 88Q: 3 clusters Score -1179822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1179823.000000 Penalty: 3068.806885
	Iteration 89Q: 3 clusters Score -1179823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1179823.625000 Penalty: 3068.806885
	Iteration 90Q: 3 clusters Score -1179824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1179827.375000 Penalty: 3068.806885
	Iteration 91Q: 3 clusters Score -1179827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1179833.375000 Penalty: 3068.806885
	Iteration 92Q: 3 clusters Score -1179833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1179838.750000 Penalty: 3068.806885
	Iteration 93Q: 3 clusters Score -1179839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1179840.625000 Penalty: 3068.806885
	Iteration 94Q: 3 clusters Score -1179841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1179838.875000 Penalty: 3068.806885
	Iteration 95Q: 3 clusters Score -1179839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1179838.750000 Penalty: 3068.806885
	Iteration 96Q: 3 clusters Score -1179839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1179838.750000 Penalty: 3068.806885
	Iteration 97Q: 3 clusters Score -1179839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1179839.750000 Penalty: 3068.806885
	Iteration 98Q: 3 clusters Score -1179840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1179839.750000 Penalty: 3068.806885
	Iteration 99F: 3 clusters Score -1179840 nChanged 0
--- Evaluating fit on full set of 1807784 points ---
Entering Unmasked Estep 
Score: -164234528.000000 Penalty: 30436.082031
24->14 Clusters: Score -164234528.000000, best is -164286240.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 602594 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 25291 members 
Mstep: Class 3 contains 25265 members 
Mstep: Class 4 contains 25021 members 
Mstep: Class 5 contains 25578 members 
Mstep: Class 6 contains 25144 members 
Mstep: Class 7 contains 25244 members 
Mstep: Class 8 contains 25147 members 
Mstep: Class 9 contains 25141 members 
Mstep: Class 10 contains 25054 members 
Mstep: Class 11 contains 24916 members 
Mstep: Class 12 contains 25148 members 
Mstep: Class 13 contains 24997 members 
Mstep: Class 14 contains 25078 members 
Mstep: Class 15 contains 25144 members 
Mstep: Class 16 contains 25109 members 
Mstep: Class 17 contains 25195 members 
Mstep: Class 18 contains 25003 members 
Mstep: Class 19 contains 24939 members 
Mstep: Class 20 contains 24915 members 
Mstep: Class 21 contains 25049 members 
Mstep: Class 22 contains 24928 members 
Mstep: Class 23 contains 25095 members 
Mstep: Class 24 contains 25364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 665.543579 but Gain 2162.714844
Score: -52403592.000000 Penalty: 49742.382812
Iteration 0F: 24 clusters Score -5.240359e+07 nChanged 572140
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 25367 members 
Mstep: Class 3 contains 23280 members 
Mstep: Class 4 contains 22264 members 
Mstep: Class 5 contains 27344 members 
Mstep: Class 6 contains 28203 members 
Mstep: Class 7 contains 35585 members 
Mstep: Class 8 contains 21135 members 
Mstep: Class 10 contains 31245 members 
Mstep: Class 11 contains 19067 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 34427 members 
Mstep: Class 14 contains 16620 members 
Mstep: Class 15 contains 43466 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 24720 members 
Mstep: Class 19 contains 27875 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 19498 members 
Mstep: Class 22 contains 31417 members 
Mstep: Class 23 contains 38795 members 
Mstep: Class 24 contains 33746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53734216.000000 Penalty: 49742.382812
Iteration 1F: 24 clusters Score -5.373422e+07 nChanged 147602
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 26546 members 
Mstep: Class 3 contains 21926 members 
Mstep: Class 4 contains 21314 members 
Mstep: Class 5 contains 28012 members 
Mstep: Class 6 contains 29720 members 
Mstep: Class 7 contains 39565 members 
Mstep: Class 8 contains 19442 members 
Mstep: Class 10 contains 27760 members 
Mstep: Class 11 contains 18190 members 
Mstep: Class 12 contains 15072 members 
Mstep: Class 13 contains 37192 members 
Mstep: Class 14 contains 15670 members 
Mstep: Class 15 contains 51815 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 22151 members 
Mstep: Class 18 contains 26318 members 
Mstep: Class 19 contains 28121 members 
Mstep: Class 20 contains 14757 members 
Mstep: Class 21 contains 14570 members 
Mstep: Class 22 contains 32762 members 
Mstep: Class 23 contains 45331 members 
Mstep: Class 24 contains 37093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53873824.000000 Penalty: 49742.382812
Iteration 2F: 24 clusters Score -5.387382e+07 nChanged 115412
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 27297 members 
Mstep: Class 3 contains 22774 members 
Mstep: Class 4 contains 22050 members 
Mstep: Class 5 contains 27206 members 
Mstep: Class 6 contains 30150 members 
Mstep: Class 7 contains 39766 members 
Mstep: Class 8 contains 17995 members 
Mstep: Class 10 contains 27003 members 
Mstep: Class 11 contains 16559 members 
Mstep: Class 12 contains 13487 members 
Mstep: Class 13 contains 37305 members 
Mstep: Class 14 contains 14465 members 
Mstep: Class 15 contains 57987 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 20622 members 
Mstep: Class 18 contains 27049 members 
Mstep: Class 19 contains 30173 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 31637 members 
Mstep: Class 23 contains 48397 members 
Mstep: Class 24 contains 41429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53968620.000000 Penalty: 49742.382812
Iteration 3F: 24 clusters Score -5.396862e+07 nChanged 98539
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 28068 members 
Mstep: Class 3 contains 24228 members 
Mstep: Class 4 contains 23417 members 
Mstep: Class 5 contains 25226 members 
Mstep: Class 6 contains 29779 members 
Mstep: Class 7 contains 38237 members 
Mstep: Class 8 contains 16804 members 
Mstep: Class 10 contains 28186 members 
Mstep: Class 11 contains 14499 members 
Mstep: Class 12 contains 11794 members 
Mstep: Class 13 contains 36005 members 
Mstep: Class 14 contains 12736 members 
Mstep: Class 15 contains 62281 members 
Mstep: Class 16 contains 15907 members 
Mstep: Class 17 contains 18785 members 
Mstep: Class 18 contains 27680 members 
Mstep: Class 19 contains 33671 members 
Mstep: Class 20 contains 10681 members 
Mstep: Class 21 contains 10945 members 
Mstep: Class 22 contains 29392 members 
Mstep: Class 23 contains 48964 members 
Mstep: Class 24 contains 47495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54043104.000000 Penalty: 49742.382812
Iteration 4F: 24 clusters Score -5.40431e+07 nChanged 89555
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 29342 members 
Mstep: Class 3 contains 25554 members 
Mstep: Class 4 contains 24708 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 28896 members 
Mstep: Class 7 contains 35872 members 
Mstep: Class 8 contains 15766 members 
Mstep: Class 10 contains 30228 members 
Mstep: Class 11 contains 12320 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 34596 members 
Mstep: Class 14 contains 10772 members 
Mstep: Class 15 contains 64607 members 
Mstep: Class 16 contains 16267 members 
Mstep: Class 17 contains 16558 members 
Mstep: Class 18 contains 28956 members 
Mstep: Class 19 contains 38573 members 
Mstep: Class 20 contains 9655 members 
Mstep: Class 21 contains 10575 members 
Mstep: Class 22 contains 26470 members 
Mstep: Class 23 contains 48364 members 
Mstep: Class 24 contains 55487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54110136.000000 Penalty: 49742.382812
Iteration 5F: 24 clusters Score -5.411014e+07 nChanged 83088
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 31496 members 
Mstep: Class 3 contains 26883 members 
Mstep: Class 4 contains 25516 members 
Mstep: Class 5 contains 18382 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 33046 members 
Mstep: Class 8 contains 15038 members 
Mstep: Class 10 contains 32597 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 33326 members 
Mstep: Class 14 contains 8772 members 
Mstep: Class 15 contains 64620 members 
Mstep: Class 16 contains 16570 members 
Mstep: Class 17 contains 13954 members 
Mstep: Class 18 contains 31129 members 
Mstep: Class 19 contains 44660 members 
Mstep: Class 20 contains 8772 members 
Mstep: Class 21 contains 10296 members 
Mstep: Class 22 contains 23138 members 
Mstep: Class 23 contains 47303 members 
Mstep: Class 24 contains 65356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54170740.000000 Penalty: 49742.382812
Iteration 6F: 24 clusters Score -5.417074e+07 nChanged 76215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 34338 members 
Mstep: Class 3 contains 28092 members 
Mstep: Class 4 contains 25815 members 
Mstep: Class 5 contains 14193 members 
Mstep: Class 6 contains 25920 members 
Mstep: Class 7 contains 30190 members 
Mstep: Class 8 contains 14533 members 
Mstep: Class 10 contains 35198 members 
Mstep: Class 11 contains 8000 members 
Mstep: Class 12 contains 6291 members 
Mstep: Class 13 contains 32394 members 
Mstep: Class 14 contains 6985 members 
Mstep: Class 15 contains 62669 members 
Mstep: Class 16 contains 16397 members 
Mstep: Class 17 contains 11087 members 
Mstep: Class 18 contains 33712 members 
Mstep: Class 19 contains 50599 members 
Mstep: Class 20 contains 8015 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 19523 members 
Mstep: Class 23 contains 45811 members 
Mstep: Class 24 contains 77129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54222884.000000 Penalty: 49742.382812
Iteration 7F: 24 clusters Score -5.422288e+07 nChanged 69139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 37422 members 
Mstep: Class 3 contains 29351 members 
Mstep: Class 4 contains 25481 members 
Mstep: Class 5 contains 10348 members 
Mstep: Class 6 contains 24539 members 
Mstep: Class 7 contains 27527 members 
Mstep: Class 8 contains 14190 members 
Mstep: Class 10 contains 37926 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 4737 members 
Mstep: Class 13 contains 31366 members 
Mstep: Class 14 contains 5570 members 
Mstep: Class 15 contains 59439 members 
Mstep: Class 16 contains 15752 members 
Mstep: Class 17 contains 8293 members 
Mstep: Class 18 contains 36385 members 
Mstep: Class 19 contains 55610 members 
Mstep: Class 20 contains 7269 members 
Mstep: Class 21 contains 9401 members 
Mstep: Class 22 contains 16152 members 
Mstep: Class 23 contains 43823 members 
Mstep: Class 24 contains 90073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54268672.000000 Penalty: 49742.382812
Iteration 8F: 24 clusters Score -5.426867e+07 nChanged 61266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 40441 members 
Mstep: Class 3 contains 30620 members 
Mstep: Class 4 contains 24566 members 
Mstep: Class 5 contains 7292 members 
Mstep: Class 6 contains 23582 members 
Mstep: Class 7 contains 25101 members 
Mstep: Class 8 contains 13909 members 
Mstep: Class 10 contains 40498 members 
Mstep: Class 11 contains 4768 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 30113 members 
Mstep: Class 14 contains 4413 members 
Mstep: Class 15 contains 55597 members 
Mstep: Class 16 contains 14646 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 38858 members 
Mstep: Class 19 contains 59318 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 8797 members 
Mstep: Class 22 contains 13118 members 
Mstep: Class 23 contains 41578 members 
Mstep: Class 24 contains 103720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54307300.000000 Penalty: 49742.382812
Iteration 9F: 24 clusters Score -5.43073e+07 nChanged 53546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 43252 members 
Mstep: Class 3 contains 31789 members 
Mstep: Class 4 contains 23230 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 23065 members 
Mstep: Class 7 contains 23038 members 
Mstep: Class 8 contains 13611 members 
Mstep: Class 10 contains 42688 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 28384 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 51694 members 
Mstep: Class 16 contains 13344 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 40978 members 
Mstep: Class 19 contains 61672 members 
Mstep: Class 20 contains 5750 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 10609 members 
Mstep: Class 23 contains 39209 members 
Mstep: Class 24 contains 117285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1965.660278 but Gain 2162.710938
Score: -54339136.000000 Penalty: 47579.671875
Iteration 10F: 23 clusters Score -5.433914e+07 nChanged 47864
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 45833 members 
Mstep: Class 3 contains 33283 members 
Mstep: Class 4 contains 21763 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 22686 members 
Mstep: Class 7 contains 21374 members 
Mstep: Class 8 contains 13274 members 
Mstep: Class 10 contains 44391 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 13 contains 26431 members 
Mstep: Class 14 contains 2867 members 
Mstep: Class 15 contains 48458 members 
Mstep: Class 16 contains 11998 members 
Mstep: Class 17 contains 3256 members 
Mstep: Class 18 contains 43047 members 
Mstep: Class 19 contains 63004 members 
Mstep: Class 20 contains 5083 members 
Mstep: Class 21 contains 7485 members 
Mstep: Class 22 contains 8481 members 
Mstep: Class 23 contains 37034 members 
Mstep: Class 24 contains 130495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2037.115967 but Gain 2162.710938
Score: -54367232.000000 Penalty: 45416.960938
Iteration 11F: 22 clusters Score -5.436723e+07 nChanged 41769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 48088 members 
Mstep: Class 3 contains 34927 members 
Mstep: Class 4 contains 20058 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 19918 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 10 contains 45594 members 
Mstep: Class 13 contains 24306 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 45129 members 
Mstep: Class 16 contains 10651 members 
Mstep: Class 17 contains 2474 members 
Mstep: Class 18 contains 44920 members 
Mstep: Class 19 contains 63832 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 6729 members 
Mstep: Class 23 contains 35048 members 
Mstep: Class 24 contains 142798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54391076.000000 Penalty: 45416.960938
Iteration 12F: 22 clusters Score -5.439108e+07 nChanged 34915
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 50001 members 
Mstep: Class 3 contains 35953 members 
Mstep: Class 4 contains 18051 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 22018 members 
Mstep: Class 7 contains 18657 members 
Mstep: Class 8 contains 12310 members 
Mstep: Class 10 contains 46310 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 41105 members 
Mstep: Class 16 contains 9447 members 
Mstep: Class 17 contains 1959 members 
Mstep: Class 18 contains 46535 members 
Mstep: Class 19 contains 63820 members 
Mstep: Class 20 contains 4165 members 
Mstep: Class 21 contains 6225 members 
Mstep: Class 22 contains 5284 members 
Mstep: Class 23 contains 33524 members 
Mstep: Class 24 contains 154253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1846.064453 but Gain 2162.714844
Score: -54408416.000000 Penalty: 43254.246094
Iteration 13F: 21 clusters Score -5.440842e+07 nChanged 32436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 51689 members 
Mstep: Class 3 contains 37106 members 
Mstep: Class 4 contains 16013 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 10 contains 46822 members 
Mstep: Class 13 contains 20065 members 
Mstep: Class 14 contains 1742 members 
Mstep: Class 15 contains 37277 members 
Mstep: Class 16 contains 8430 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 48595 members 
Mstep: Class 19 contains 63473 members 
Mstep: Class 20 contains 3901 members 
Mstep: Class 21 contains 5742 members 
Mstep: Class 22 contains 4135 members 
Mstep: Class 23 contains 32540 members 
Mstep: Class 24 contains 165186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1589.127319 but Gain 2162.710938
Score: -54425400.000000 Penalty: 41091.535156
Iteration 14F: 20 clusters Score -5.44254e+07 nChanged 29117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 52973 members 
Mstep: Class 3 contains 38329 members 
Mstep: Class 4 contains 13991 members 
Mstep: Class 6 contains 21464 members 
Mstep: Class 7 contains 17038 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 10 contains 47103 members 
Mstep: Class 13 contains 17823 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 33524 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 18 contains 50169 members 
Mstep: Class 19 contains 62727 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 5241 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 23 contains 31852 members 
Mstep: Class 24 contains 175848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54439600.000000 Penalty: 41091.535156
Iteration 15Q: 20 clusters Score -5.44396e+07 nChanged 25242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 53933 members 
Mstep: Class 3 contains 39653 members 
Mstep: Class 4 contains 12024 members 
Mstep: Class 6 contains 21096 members 
Mstep: Class 7 contains 16309 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 10 contains 47270 members 
Mstep: Class 13 contains 15596 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 29740 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 18 contains 51580 members 
Mstep: Class 19 contains 61777 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 4756 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 31598 members 
Mstep: Class 24 contains 184975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2103.121338 but Gain 2162.714844
Score: -54450792.000000 Penalty: 38928.820312
Iteration 16Q: 19 clusters Score -5.445079e+07 nChanged 24236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 54740 members 
Mstep: Class 3 contains 41070 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 6 contains 20666 members 
Mstep: Class 7 contains 15559 members 
Mstep: Class 8 contains 9983 members 
Mstep: Class 10 contains 47346 members 
Mstep: Class 13 contains 13571 members 
Mstep: Class 15 contains 26438 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 18 contains 52960 members 
Mstep: Class 19 contains 60715 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 4345 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 31798 members 
Mstep: Class 24 contains 194230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1912.427002 but Gain 2162.710938
Score: -54462088.000000 Penalty: 36766.109375
Iteration 17Q: 18 clusters Score -5.446209e+07 nChanged 22098
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 55325 members 
Mstep: Class 3 contains 42522 members 
Mstep: Class 4 contains 8625 members 
Mstep: Class 6 contains 20295 members 
Mstep: Class 7 contains 15004 members 
Mstep: Class 8 contains 9384 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 15 contains 23364 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 18 contains 54260 members 
Mstep: Class 19 contains 59496 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 23 contains 32131 members 
Mstep: Class 24 contains 202720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54472516.000000 Penalty: 36766.109375
Iteration 18Q: 18 clusters Score -5.447252e+07 nChanged 18357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 55636 members 
Mstep: Class 3 contains 43821 members 
Mstep: Class 4 contains 7436 members 
Mstep: Class 6 contains 19713 members 
Mstep: Class 7 contains 14195 members 
Mstep: Class 8 contains 8825 members 
Mstep: Class 10 contains 47244 members 
Mstep: Class 13 contains 10001 members 
Mstep: Class 15 contains 20542 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 18 contains 55227 members 
Mstep: Class 19 contains 58085 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 23 contains 32461 members 
Mstep: Class 24 contains 209787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54479672.000000 Penalty: 36766.109375
Iteration 19Q: 18 clusters Score -5.447967e+07 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 55730 members 
Mstep: Class 3 contains 45107 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 6 contains 19086 members 
Mstep: Class 7 contains 13378 members 
Mstep: Class 8 contains 8338 members 
Mstep: Class 10 contains 46933 members 
Mstep: Class 13 contains 8600 members 
Mstep: Class 15 contains 18005 members 
Mstep: Class 16 contains 3603 members 
Mstep: Class 18 contains 56049 members 
Mstep: Class 19 contains 56709 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 3580 members 
Mstep: Class 23 contains 32861 members 
Mstep: Class 24 contains 216325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54485860.000000 Penalty: 36766.109375
Iteration 20F: 18 clusters Score -5.448586e+07 nChanged 14641
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 55716 members 
Mstep: Class 3 contains 46291 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 6 contains 18349 members 
Mstep: Class 7 contains 12531 members 
Mstep: Class 8 contains 7899 members 
Mstep: Class 10 contains 46521 members 
Mstep: Class 13 contains 7410 members 
Mstep: Class 15 contains 15797 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 18 contains 56773 members 
Mstep: Class 19 contains 55308 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 23 contains 33294 members 
Mstep: Class 24 contains 222536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54490540.000000 Penalty: 36766.109375
Iteration 21Q: 18 clusters Score -5.449054e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 55534 members 
Mstep: Class 3 contains 47395 members 
Mstep: Class 4 contains 5141 members 
Mstep: Class 6 contains 17484 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 10 contains 45956 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 15 contains 13829 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 18 contains 57385 members 
Mstep: Class 19 contains 53950 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 23 contains 33665 members 
Mstep: Class 24 contains 228558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54495388.000000 Penalty: 36766.109375
Iteration 22Q: 18 clusters Score -5.449539e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 55131 members 
Mstep: Class 3 contains 48376 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 6 contains 16585 members 
Mstep: Class 7 contains 10872 members 
Mstep: Class 8 contains 7165 members 
Mstep: Class 10 contains 45281 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 15 contains 12217 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 18 contains 57902 members 
Mstep: Class 19 contains 52689 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 23 contains 34054 members 
Mstep: Class 24 contains 234357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54499308.000000 Penalty: 36766.109375
Iteration 23Q: 18 clusters Score -5.449931e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 54581 members 
Mstep: Class 3 contains 49195 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 6 contains 15673 members 
Mstep: Class 7 contains 10113 members 
Mstep: Class 8 contains 6892 members 
Mstep: Class 10 contains 44502 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 15 contains 10916 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 18 contains 58275 members 
Mstep: Class 19 contains 51475 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 23 contains 34308 members 
Mstep: Class 24 contains 240092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1985.739502 but Gain 2162.710938
Score: -54502212.000000 Penalty: 34603.398438
Iteration 24Q: 17 clusters Score -5.450221e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 54054 members 
Mstep: Class 3 contains 49964 members 
Mstep: Class 4 contains 3787 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 10 contains 43991 members 
Mstep: Class 13 contains 4300 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 18 contains 58574 members 
Mstep: Class 19 contains 50305 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 2782 members 
Mstep: Class 23 contains 34610 members 
Mstep: Class 24 contains 246557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54506620.000000 Penalty: 34603.398438
Iteration 25Q: 17 clusters Score -5.450662e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 53283 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 6 contains 14017 members 
Mstep: Class 7 contains 8870 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 10 contains 43029 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 15 contains 8904 members 
Mstep: Class 18 contains 58770 members 
Mstep: Class 19 contains 49196 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 2655 members 
Mstep: Class 23 contains 34718 members 
Mstep: Class 24 contains 252140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2080.591553 but Gain 2162.712891
Score: -54509524.000000 Penalty: 32440.685547
Iteration 26Q: 16 clusters Score -5.450952e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 52660 members 
Mstep: Class 3 contains 50924 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 6 contains 13318 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 8 contains 6252 members 
Mstep: Class 10 contains 42143 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 15 contains 8189 members 
Mstep: Class 18 contains 59046 members 
Mstep: Class 19 contains 48165 members 
Mstep: Class 21 contains 2636 members 
Mstep: Class 23 contains 34774 members 
Mstep: Class 24 contains 258616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54513644.000000 Penalty: 32440.685547
Iteration 27Q: 16 clusters Score -5.451364e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 51555 members 
Mstep: Class 3 contains 51202 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 6 contains 12687 members 
Mstep: Class 7 contains 7523 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 10 contains 41084 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 18 contains 59089 members 
Mstep: Class 19 contains 47127 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 23 contains 34715 members 
Mstep: Class 24 contains 264204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54515624.000000 Penalty: 32440.685547
Iteration 28Q: 16 clusters Score -5.451562e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 50467 members 
Mstep: Class 3 contains 51448 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 6 contains 12117 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 10 contains 40011 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 18 contains 59002 members 
Mstep: Class 19 contains 46194 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 23 contains 34630 members 
Mstep: Class 24 contains 269603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54517256.000000 Penalty: 32440.685547
Iteration 29Q: 16 clusters Score -5.451726e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 49383 members 
Mstep: Class 3 contains 51658 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 6 contains 11590 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 10 contains 38934 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 18 contains 58791 members 
Mstep: Class 19 contains 45341 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 23 contains 34473 members 
Mstep: Class 24 contains 274948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54518848.000000 Penalty: 32440.685547
Iteration 30Q: 16 clusters Score -5.451885e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 48302 members 
Mstep: Class 3 contains 51796 members 
Mstep: Class 4 contains 2323 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 5840 members 
Mstep: Class 8 contains 5814 members 
Mstep: Class 10 contains 37791 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 18 contains 58555 members 
Mstep: Class 19 contains 44542 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 23 contains 34263 members 
Mstep: Class 24 contains 280214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54519952.000000 Penalty: 32440.685547
Iteration 31Q: 16 clusters Score -5.451995e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 47195 members 
Mstep: Class 3 contains 51874 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 6 contains 10669 members 
Mstep: Class 7 contains 5319 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 10 contains 36642 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 6065 members 
Mstep: Class 18 contains 58201 members 
Mstep: Class 19 contains 43752 members 
Mstep: Class 21 contains 2284 members 
Mstep: Class 23 contains 34023 members 
Mstep: Class 24 contains 285553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2032.606323 but Gain 2162.712891
Score: -54521480.000000 Penalty: 30277.972656
Iteration 32Q: 15 clusters Score -5.452148e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 46139 members 
Mstep: Class 3 contains 51902 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 6 contains 10256 members 
Mstep: Class 7 contains 4829 members 
Mstep: Class 8 contains 5673 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 18 contains 58471 members 
Mstep: Class 19 contains 42982 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 23 contains 33724 members 
Mstep: Class 24 contains 291634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524788.000000 Penalty: 30277.972656
Iteration 33Q: 15 clusters Score -5.452479e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 45078 members 
Mstep: Class 3 contains 51561 members 
Mstep: Class 4 contains 1820 members 
Mstep: Class 6 contains 10037 members 
Mstep: Class 7 contains 4264 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 10 contains 34468 members 
Mstep: Class 15 contains 5511 members 
Mstep: Class 18 contains 58073 members 
Mstep: Class 19 contains 42086 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 23 contains 33068 members 
Mstep: Class 24 contains 297505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2005.193359 but Gain 2162.712891
Score: -54526228.000000 Penalty: 28115.259766
Iteration 34Q: 14 clusters Score -5.452623e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 44148 members 
Mstep: Class 3 contains 51042 members 
Mstep: Class 6 contains 9922 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 5554 members 
Mstep: Class 10 contains 33316 members 
Mstep: Class 15 contains 5231 members 
Mstep: Class 18 contains 57704 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 21 contains 2159 members 
Mstep: Class 23 contains 32438 members 
Mstep: Class 24 contains 304805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528972.000000 Penalty: 28115.259766
Iteration 35Q: 14 clusters Score -5.452897e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 43372 members 
Mstep: Class 3 contains 49865 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 5499 members 
Mstep: Class 10 contains 32162 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 18 contains 57457 members 
Mstep: Class 19 contains 40678 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 23 contains 30874 members 
Mstep: Class 24 contains 311486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529228.000000 Penalty: 28115.259766
Iteration 36Q: 14 clusters Score -5.452923e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 42796 members 
Mstep: Class 3 contains 48209 members 
Mstep: Class 6 contains 10004 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 10 contains 30993 members 
Mstep: Class 15 contains 4645 members 
Mstep: Class 18 contains 57402 members 
Mstep: Class 19 contains 40120 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 318296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2107.819336 but Gain 2162.710938
Score: -54528876.000000 Penalty: 25952.548828
Iteration 37Q: 13 clusters Score -5.452888e+07 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 42514 members 
Mstep: Class 3 contains 46147 members 
Mstep: Class 6 contains 10227 members 
Mstep: Class 8 contains 5383 members 
Mstep: Class 10 contains 29902 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 18 contains 57604 members 
Mstep: Class 19 contains 39676 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 23 contains 27261 members 
Mstep: Class 24 contains 326560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54529188.000000 Penalty: 25952.548828
Iteration 38Q: 13 clusters Score -5.452919e+07 nChanged 10314
Entering ConstructFrom: 
Score: -54529188.000000 Penalty: 25952.548828
Entering ConstructFrom: 
Trying to split cluster 1 (10778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Entering Unmasked Estep 
Score: -969487.750000 Penalty: 1508.855103
	Iteration 0F: 2 clusters Score -969487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -961785.437500 Penalty: 3017.710205
	Iteration 0F: 3 clusters Score -961785.4 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -964279.125000 Penalty: 3017.710205
	Iteration 1F: 3 clusters Score -964279.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -964537.625000 Penalty: 3017.710205
	Iteration 2F: 3 clusters Score -964537.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -964774.500000 Penalty: 3017.710205
	Iteration 3F: 3 clusters Score -964774.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -964970.250000 Penalty: 3017.710205
	Iteration 4Q: 3 clusters Score -964970.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -965199.750000 Penalty: 3017.710205
	Iteration 5Q: 3 clusters Score -965199.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -965483.937500 Penalty: 3017.710205
	Iteration 6Q: 3 clusters Score -965483.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -965891.000000 Penalty: 3017.710205
	Iteration 7Q: 3 clusters Score -965891 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -966351.750000 Penalty: 3017.710205
	Iteration 8Q: 3 clusters Score -966351.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -966757.625000 Penalty: 3017.710205
	Iteration 9Q: 3 clusters Score -966757.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -967105.062500 Penalty: 3017.710205
	Iteration 10Q: 3 clusters Score -967105.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -967351.875000 Penalty: 3017.710205
	Iteration 11Q: 3 clusters Score -967351.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -967527.250000 Penalty: 3017.710205
	Iteration 12Q: 3 clusters Score -967527.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -967660.750000 Penalty: 3017.710205
	Iteration 13Q: 3 clusters Score -967660.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -967752.625000 Penalty: 3017.710205
	Iteration 14Q: 3 clusters Score -967752.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -967834.312500 Penalty: 3017.710205
	Iteration 15Q: 3 clusters Score -967834.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -967890.062500 Penalty: 3017.710205
	Iteration 16Q: 3 clusters Score -967890.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -967931.687500 Penalty: 3017.710205
	Iteration 17Q: 3 clusters Score -967931.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -967964.187500 Penalty: 3017.710205
	Iteration 18Q: 3 clusters Score -967964.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -967987.687500 Penalty: 3017.710205
	Iteration 19Q: 3 clusters Score -967987.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -968004.437500 Penalty: 3017.710205
	Iteration 20F: 3 clusters Score -968004.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -968020.000000 Penalty: 3017.710205
	Iteration 21Q: 3 clusters Score -968020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -968034.062500 Penalty: 3017.710205
	Iteration 22Q: 3 clusters Score -968034.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -968044.250000 Penalty: 3017.710205
	Iteration 23Q: 3 clusters Score -968044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -968054.062500 Penalty: 3017.710205
	Iteration 24Q: 3 clusters Score -968054.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -968063.812500 Penalty: 3017.710205
	Iteration 25Q: 3 clusters Score -968063.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -968073.750000 Penalty: 3017.710205
	Iteration 26Q: 3 clusters Score -968073.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -968086.125000 Penalty: 3017.710205
	Iteration 27Q: 3 clusters Score -968086.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -968096.625000 Penalty: 3017.710205
	Iteration 28Q: 3 clusters Score -968096.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -968105.937500 Penalty: 3017.710205
	Iteration 29Q: 3 clusters Score -968105.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -968114.437500 Penalty: 3017.710205
	Iteration 30Q: 3 clusters Score -968114.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -968123.125000 Penalty: 3017.710205
	Iteration 31Q: 3 clusters Score -968123.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -968133.000000 Penalty: 3017.710205
	Iteration 32Q: 3 clusters Score -968133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -968140.125000 Penalty: 3017.710205
	Iteration 33Q: 3 clusters Score -968140.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -968148.000000 Penalty: 3017.710205
	Iteration 34Q: 3 clusters Score -968148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -968158.875000 Penalty: 3017.710205
	Iteration 35Q: 3 clusters Score -968158.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -968163.125000 Penalty: 3017.710205
	Iteration 36Q: 3 clusters Score -968163.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -968171.062500 Penalty: 3017.710205
	Iteration 37Q: 3 clusters Score -968171.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -968175.000000 Penalty: 3017.710205
	Iteration 38Q: 3 clusters Score -968175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -968178.875000 Penalty: 3017.710205
	Iteration 39Q: 3 clusters Score -968178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -968182.750000 Penalty: 3017.710205
	Iteration 40F: 3 clusters Score -968182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -968186.937500 Penalty: 3017.710205
	Iteration 41Q: 3 clusters Score -968186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -968189.062500 Penalty: 3017.710205
	Iteration 42Q: 3 clusters Score -968189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -968188.437500 Penalty: 3017.710205
	Iteration 43Q: 3 clusters Score -968188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -968188.812500 Penalty: 3017.710205
	Iteration 44Q: 3 clusters Score -968188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -968187.187500 Penalty: 3017.710205
	Iteration 45Q: 3 clusters Score -968187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -968188.062500 Penalty: 3017.710205
	Iteration 46Q: 3 clusters Score -968188.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -968188.062500 Penalty: 3017.710205
	Iteration 47F: 3 clusters Score -968188.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Entering Unmasked Estep 
Score: -3965921.250000 Penalty: 1731.705200
	Iteration 0F: 2 clusters Score -3965921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3937690.000000 Penalty: 3463.410400
	Iteration 0F: 3 clusters Score -3937690 nChanged 19727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3948580.000000 Penalty: 3463.410400
	Iteration 1F: 3 clusters Score -3948580 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3948990.750000 Penalty: 3463.410400
	Iteration 2Q: 3 clusters Score -3948991 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3949429.250000 Penalty: 3463.410400
	Iteration 3Q: 3 clusters Score -3949429 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3950111.500000 Penalty: 3463.410400
	Iteration 4Q: 3 clusters Score -3950112 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3951095.500000 Penalty: 3463.410400
	Iteration 5Q: 3 clusters Score -3951096 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3952661.000000 Penalty: 3463.410400
	Iteration 6F: 3 clusters Score -3952661 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3954667.750000 Penalty: 3463.410400
	Iteration 7F: 3 clusters Score -3954668 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3956948.250000 Penalty: 3463.410400
	Iteration 8F: 3 clusters Score -3956948 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3959021.750000 Penalty: 3463.410400
	Iteration 9F: 3 clusters Score -3959022 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3960576.000000 Penalty: 3463.410400
	Iteration 10Q: 3 clusters Score -3960576 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3961578.500000 Penalty: 3463.410400
	Iteration 11Q: 3 clusters Score -3961578 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3962169.000000 Penalty: 3463.410400
	Iteration 12Q: 3 clusters Score -3962169 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3962637.500000 Penalty: 3463.410400
	Iteration 13Q: 3 clusters Score -3962638 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3963000.250000 Penalty: 3463.410400
	Iteration 14Q: 3 clusters Score -3963000 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3963303.250000 Penalty: 3463.410400
	Iteration 15Q: 3 clusters Score -3963303 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3963544.750000 Penalty: 3463.410400
	Iteration 16Q: 3 clusters Score -3963545 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3963723.750000 Penalty: 3463.410400
	Iteration 17Q: 3 clusters Score -3963724 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3963868.750000 Penalty: 3463.410400
	Iteration 18Q: 3 clusters Score -3963869 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3963986.500000 Penalty: 3463.410400
	Iteration 19Q: 3 clusters Score -3963986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3964064.250000 Penalty: 3463.410400
	Iteration 20F: 3 clusters Score -3964064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3964130.250000 Penalty: 3463.410400
	Iteration 21Q: 3 clusters Score -3964130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3964189.750000 Penalty: 3463.410400
	Iteration 22Q: 3 clusters Score -3964190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3964231.750000 Penalty: 3463.410400
	Iteration 23Q: 3 clusters Score -3964232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3964254.750000 Penalty: 3463.410400
	Iteration 24Q: 3 clusters Score -3964255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3964285.000000 Penalty: 3463.410400
	Iteration 25Q: 3 clusters Score -3964285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3964305.250000 Penalty: 3463.410400
	Iteration 26Q: 3 clusters Score -3964305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3964336.500000 Penalty: 3463.410400
	Iteration 27Q: 3 clusters Score -3964336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3964356.500000 Penalty: 3463.410400
	Iteration 28Q: 3 clusters Score -3964356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3964374.000000 Penalty: 3463.410400
	Iteration 29Q: 3 clusters Score -3964374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3964381.000000 Penalty: 3463.410400
	Iteration 30Q: 3 clusters Score -3964381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3964389.250000 Penalty: 3463.410400
	Iteration 31Q: 3 clusters Score -3964389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3964397.000000 Penalty: 3463.410400
	Iteration 32Q: 3 clusters Score -3964397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3964410.500000 Penalty: 3463.410400
	Iteration 33Q: 3 clusters Score -3964410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3964423.250000 Penalty: 3463.410400
	Iteration 34Q: 3 clusters Score -3964423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3964428.250000 Penalty: 3463.410400
	Iteration 35Q: 3 clusters Score -3964428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3964431.250000 Penalty: 3463.410400
	Iteration 36Q: 3 clusters Score -3964431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3964435.250000 Penalty: 3463.410400
	Iteration 37Q: 3 clusters Score -3964435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3964434.500000 Penalty: 3463.410400
	Iteration 38Q: 3 clusters Score -3964434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3964440.750000 Penalty: 3463.410400
	Iteration 39Q: 3 clusters Score -3964441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3964440.250000 Penalty: 3463.410400
	Iteration 40F: 3 clusters Score -3964440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3964441.250000 Penalty: 3463.410400
	Iteration 41Q: 3 clusters Score -3964441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3964441.250000 Penalty: 3463.410400
	Iteration 42F: 3 clusters Score -3964441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Entering Unmasked Estep 
Score: -4093471.250000 Penalty: 1736.492798
	Iteration 0F: 2 clusters Score -4093471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4064160.750000 Penalty: 3472.985596
	Iteration 0F: 3 clusters Score -4064161 nChanged 20546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -4075921.000000 Penalty: 3472.985596
	Iteration 1F: 3 clusters Score -4075921 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4076543.750000 Penalty: 3472.985596
	Iteration 2Q: 3 clusters Score -4076544 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4077348.500000 Penalty: 3472.985596
	Iteration 3Q: 3 clusters Score -4077348 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -4078633.500000 Penalty: 3472.985596
	Iteration 4F: 3 clusters Score -4078634 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -4080531.250000 Penalty: 3472.985596
	Iteration 5F: 3 clusters Score -4080531 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -4082932.500000 Penalty: 3472.985596
	Iteration 6F: 3 clusters Score -4082932 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4085266.000000 Penalty: 3472.985596
	Iteration 7F: 3 clusters Score -4085266 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -4086904.000000 Penalty: 3472.985596
	Iteration 8F: 3 clusters Score -4086904 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -4087878.000000 Penalty: 3472.985596
	Iteration 9Q: 3 clusters Score -4087878 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4088505.500000 Penalty: 3472.985596
	Iteration 10Q: 3 clusters Score -4088506 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4088968.500000 Penalty: 3472.985596
	Iteration 11Q: 3 clusters Score -4088968 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -4089387.500000 Penalty: 3472.985596
	Iteration 12Q: 3 clusters Score -4089388 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4089782.250000 Penalty: 3472.985596
	Iteration 13Q: 3 clusters Score -4089782 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4090124.250000 Penalty: 3472.985596
	Iteration 14Q: 3 clusters Score -4090124 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4090358.250000 Penalty: 3472.985596
	Iteration 15Q: 3 clusters Score -4090358 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4090527.750000 Penalty: 3472.985596
	Iteration 16Q: 3 clusters Score -4090528 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4090684.750000 Penalty: 3472.985596
	Iteration 17Q: 3 clusters Score -4090685 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4090841.000000 Penalty: 3472.985596
	Iteration 18Q: 3 clusters Score -4090841 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4090925.250000 Penalty: 3472.985596
	Iteration 19Q: 3 clusters Score -4090925 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4091035.750000 Penalty: 3472.985596
	Iteration 20F: 3 clusters Score -4091036 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -4091133.750000 Penalty: 3472.985596
	Iteration 21Q: 3 clusters Score -4091134 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4091231.500000 Penalty: 3472.985596
	Iteration 22Q: 3 clusters Score -4091232 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4091304.750000 Penalty: 3472.985596
	Iteration 23Q: 3 clusters Score -4091305 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -4091383.750000 Penalty: 3472.985596
	Iteration 24Q: 3 clusters Score -4091384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4091464.500000 Penalty: 3472.985596
	Iteration 25Q: 3 clusters Score -4091464 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4091537.000000 Penalty: 3472.985596
	Iteration 26Q: 3 clusters Score -4091537 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -4091593.500000 Penalty: 3472.985596
	Iteration 27Q: 3 clusters Score -4091594 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -4091642.250000 Penalty: 3472.985596
	Iteration 28Q: 3 clusters Score -4091642 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -4091695.500000 Penalty: 3472.985596
	Iteration 29Q: 3 clusters Score -4091696 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -4091775.000000 Penalty: 3472.985596
	Iteration 30Q: 3 clusters Score -4091775 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4091847.000000 Penalty: 3472.985596
	Iteration 31Q: 3 clusters Score -4091847 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4091907.750000 Penalty: 3472.985596
	Iteration 32Q: 3 clusters Score -4091908 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -4091955.500000 Penalty: 3472.985596
	Iteration 33Q: 3 clusters Score -4091956 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -4091999.250000 Penalty: 3472.985596
	Iteration 34Q: 3 clusters Score -4091999 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -4092046.500000 Penalty: 3472.985596
	Iteration 35Q: 3 clusters Score -4092046 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -4092078.500000 Penalty: 3472.985596
	Iteration 36Q: 3 clusters Score -4092078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4092109.250000 Penalty: 3472.985596
	Iteration 37Q: 3 clusters Score -4092109 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -4092119.000000 Penalty: 3472.985596
	Iteration 38Q: 3 clusters Score -4092119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -4092139.250000 Penalty: 3472.985596
	Iteration 39Q: 3 clusters Score -4092139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -4092152.250000 Penalty: 3472.985596
	Iteration 40F: 3 clusters Score -4092152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -4092170.000000 Penalty: 3472.985596
	Iteration 41Q: 3 clusters Score -4092170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4092190.500000 Penalty: 3472.985596
	Iteration 42Q: 3 clusters Score -4092190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4092203.000000 Penalty: 3472.985596
	Iteration 43Q: 3 clusters Score -4092203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -4092205.500000 Penalty: 3472.985596
	Iteration 44Q: 3 clusters Score -4092206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -4092215.500000 Penalty: 3472.985596
	Iteration 45Q: 3 clusters Score -4092216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -4092223.000000 Penalty: 3472.985596
	Iteration 46Q: 3 clusters Score -4092223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -4092230.750000 Penalty: 3472.985596
	Iteration 47Q: 3 clusters Score -4092231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -4092237.750000 Penalty: 3472.985596
	Iteration 48Q: 3 clusters Score -4092238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -4092241.500000 Penalty: 3472.985596
	Iteration 49Q: 3 clusters Score -4092242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -4092253.500000 Penalty: 3472.985596
	Iteration 50Q: 3 clusters Score -4092254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -4092258.250000 Penalty: 3472.985596
	Iteration 51Q: 3 clusters Score -4092258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -4092268.500000 Penalty: 3472.985596
	Iteration 52Q: 3 clusters Score -4092268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -4092263.000000 Penalty: 3472.985596
	Iteration 53Q: 3 clusters Score -4092263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -4092270.250000 Penalty: 3472.985596
	Iteration 54Q: 3 clusters Score -4092270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -4092272.750000 Penalty: 3472.985596
	Iteration 55Q: 3 clusters Score -4092273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -4092276.250000 Penalty: 3472.985596
	Iteration 56Q: 3 clusters Score -4092276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -4092281.000000 Penalty: 3472.985596
	Iteration 57Q: 3 clusters Score -4092281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -4092281.500000 Penalty: 3472.985596
	Iteration 58Q: 3 clusters Score -4092282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -4092284.000000 Penalty: 3472.985596
	Iteration 59Q: 3 clusters Score -4092284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -4092289.500000 Penalty: 3472.985596
	Iteration 60F: 3 clusters Score -4092290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -4092289.500000 Penalty: 3472.985596
	Iteration 61Q: 3 clusters Score -4092290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -4092286.500000 Penalty: 3472.985596
	Iteration 62Q: 3 clusters Score -4092286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -4092288.000000 Penalty: 3472.985596
	Iteration 63Q: 3 clusters Score -4092288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -4092291.750000 Penalty: 3472.985596
	Iteration 64Q: 3 clusters Score -4092292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -4092292.250000 Penalty: 3472.985596
	Iteration 65Q: 3 clusters Score -4092292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -4092293.000000 Penalty: 3472.985596
	Iteration 66Q: 3 clusters Score -4092293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -4092294.500000 Penalty: 3472.985596
	Iteration 67Q: 3 clusters Score -4092294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -4092298.500000 Penalty: 3472.985596
	Iteration 68Q: 3 clusters Score -4092298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -4092294.000000 Penalty: 3472.985596
	Iteration 69Q: 3 clusters Score -4092294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -4092295.750000 Penalty: 3472.985596
	Iteration 70Q: 3 clusters Score -4092296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -4092293.250000 Penalty: 3472.985596
	Iteration 71Q: 3 clusters Score -4092293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -4092296.500000 Penalty: 3472.985596
	Iteration 72Q: 3 clusters Score -4092296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -4092295.000000 Penalty: 3472.985596
	Iteration 73Q: 3 clusters Score -4092295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -4092296.000000 Penalty: 3472.985596
	Iteration 74Q: 3 clusters Score -4092296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -4092296.000000 Penalty: 3472.985596
	Iteration 75F: 3 clusters Score -4092296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Entering Unmasked Estep 
Score: -994668.500000 Penalty: 1506.593018
	Iteration 0F: 2 clusters Score -994668.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -987029.625000 Penalty: 3013.186035
	Iteration 0F: 3 clusters Score -987029.6 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -989638.375000 Penalty: 3013.186035
	Iteration 1F: 3 clusters Score -989638.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -990068.000000 Penalty: 3013.186035
	Iteration 2F: 3 clusters Score -990068 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -990550.500000 Penalty: 3013.186035
	Iteration 3F: 3 clusters Score -990550.5 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -991124.250000 Penalty: 3013.186035
	Iteration 4F: 3 clusters Score -991124.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -991720.437500 Penalty: 3013.186035
	Iteration 5F: 3 clusters Score -991720.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -992257.687500 Penalty: 3013.186035
	Iteration 6F: 3 clusters Score -992257.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -992662.062500 Penalty: 3013.186035
	Iteration 7F: 3 clusters Score -992662.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -992928.375000 Penalty: 3013.186035
	Iteration 8Q: 3 clusters Score -992928.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -993094.375000 Penalty: 3013.186035
	Iteration 9Q: 3 clusters Score -993094.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -993204.687500 Penalty: 3013.186035
	Iteration 10Q: 3 clusters Score -993204.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -993288.750000 Penalty: 3013.186035
	Iteration 11Q: 3 clusters Score -993288.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -993344.187500 Penalty: 3013.186035
	Iteration 12Q: 3 clusters Score -993344.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -993396.937500 Penalty: 3013.186035
	Iteration 13Q: 3 clusters Score -993396.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -993444.500000 Penalty: 3013.186035
	Iteration 14Q: 3 clusters Score -993444.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -993486.062500 Penalty: 3013.186035
	Iteration 15Q: 3 clusters Score -993486.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -993517.375000 Penalty: 3013.186035
	Iteration 16Q: 3 clusters Score -993517.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -993545.500000 Penalty: 3013.186035
	Iteration 17Q: 3 clusters Score -993545.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -993570.062500 Penalty: 3013.186035
	Iteration 18Q: 3 clusters Score -993570.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -993585.562500 Penalty: 3013.186035
	Iteration 19Q: 3 clusters Score -993585.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -993599.437500 Penalty: 3013.186035
	Iteration 20F: 3 clusters Score -993599.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -993608.062500 Penalty: 3013.186035
	Iteration 21Q: 3 clusters Score -993608.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -993620.875000 Penalty: 3013.186035
	Iteration 22Q: 3 clusters Score -993620.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -993630.625000 Penalty: 3013.186035
	Iteration 23Q: 3 clusters Score -993630.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -993638.375000 Penalty: 3013.186035
	Iteration 24Q: 3 clusters Score -993638.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -993644.187500 Penalty: 3013.186035
	Iteration 25Q: 3 clusters Score -993644.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -993653.437500 Penalty: 3013.186035
	Iteration 26Q: 3 clusters Score -993653.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -993659.000000 Penalty: 3013.186035
	Iteration 27Q: 3 clusters Score -993659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -993665.562500 Penalty: 3013.186035
	Iteration 28Q: 3 clusters Score -993665.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -993670.437500 Penalty: 3013.186035
	Iteration 29Q: 3 clusters Score -993670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -993671.750000 Penalty: 3013.186035
	Iteration 30Q: 3 clusters Score -993671.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -993673.875000 Penalty: 3013.186035
	Iteration 31Q: 3 clusters Score -993673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -993676.375000 Penalty: 3013.186035
	Iteration 32Q: 3 clusters Score -993676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -993677.500000 Penalty: 3013.186035
	Iteration 33Q: 3 clusters Score -993677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -993678.437500 Penalty: 3013.186035
	Iteration 34Q: 3 clusters Score -993678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -993679.750000 Penalty: 3013.186035
	Iteration 35Q: 3 clusters Score -993679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -993683.250000 Penalty: 3013.186035
	Iteration 36Q: 3 clusters Score -993683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -993684.750000 Penalty: 3013.186035
	Iteration 37Q: 3 clusters Score -993684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -993685.250000 Penalty: 3013.186035
	Iteration 38Q: 3 clusters Score -993685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -993685.937500 Penalty: 3013.186035
	Iteration 39Q: 3 clusters Score -993685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -993685.937500 Penalty: 3013.186035
	Iteration 40F: 3 clusters Score -993685.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Entering Unmasked Estep 
Score: -451119.187500 Penalty: 1394.155151
	Iteration 0F: 2 clusters Score -451119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -447016.906250 Penalty: 2788.310303
	Iteration 0F: 3 clusters Score -447016.9 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -448535.500000 Penalty: 2788.310303
	Iteration 1F: 3 clusters Score -448535.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -449226.500000 Penalty: 2788.310303
	Iteration 2F: 3 clusters Score -449226.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -449990.375000 Penalty: 2788.310303
	Iteration 3F: 3 clusters Score -449990.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -450617.718750 Penalty: 2788.310303
	Iteration 4F: 3 clusters Score -450617.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -450937.531250 Penalty: 2788.310303
	Iteration 5F: 3 clusters Score -450937.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -451080.937500 Penalty: 2788.310303
	Iteration 6Q: 3 clusters Score -451080.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -451142.156250 Penalty: 2788.310303
	Iteration 7Q: 3 clusters Score -451142.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -451176.218750 Penalty: 2788.310303
	Iteration 8Q: 3 clusters Score -451176.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -451198.437500 Penalty: 2788.310303
	Iteration 9Q: 3 clusters Score -451198.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -451219.656250 Penalty: 2788.310303
	Iteration 10Q: 3 clusters Score -451219.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -451238.031250 Penalty: 2788.310303
	Iteration 11Q: 3 clusters Score -451238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -451256.093750 Penalty: 2788.310303
	Iteration 12Q: 3 clusters Score -451256.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -451275.812500 Penalty: 2788.310303
	Iteration 13Q: 3 clusters Score -451275.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -451287.312500 Penalty: 2788.310303
	Iteration 14Q: 3 clusters Score -451287.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -451295.781250 Penalty: 2788.310303
	Iteration 15Q: 3 clusters Score -451295.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -451304.500000 Penalty: 2788.310303
	Iteration 16Q: 3 clusters Score -451304.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -451316.062500 Penalty: 2788.310303
	Iteration 17Q: 3 clusters Score -451316.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -451327.843750 Penalty: 2788.310303
	Iteration 18Q: 3 clusters Score -451327.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -451357.781250 Penalty: 2788.310303
	Iteration 19Q: 3 clusters Score -451357.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -451404.875000 Penalty: 2788.310303
	Iteration 20F: 3 clusters Score -451404.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -451454.968750 Penalty: 2788.310303
	Iteration 21Q: 3 clusters Score -451455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -451522.750000 Penalty: 2788.310303
	Iteration 22Q: 3 clusters Score -451522.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -451710.062500 Penalty: 2788.310303
	Iteration 23Q: 3 clusters Score -451710.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -451906.562500 Penalty: 2788.310303
	Iteration 24Q: 3 clusters Score -451906.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -451981.031250 Penalty: 2788.310303
	Iteration 25Q: 3 clusters Score -451981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -451998.468750 Penalty: 2788.310303
	Iteration 26Q: 3 clusters Score -451998.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -452005.062500 Penalty: 2788.310303
	Iteration 27Q: 3 clusters Score -452005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -452006.468750 Penalty: 2788.310303
	Iteration 28Q: 3 clusters Score -452006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -452008.281250 Penalty: 2788.310303
	Iteration 29Q: 3 clusters Score -452008.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -452008.281250 Penalty: 2788.310303
	Iteration 30F: 3 clusters Score -452008.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 42474 members 
Mstep: Class 3 contains 43744 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 6 contains 10629 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 10 contains 28821 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 18 contains 57745 members 
Mstep: Class 19 contains 39258 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 332611 members 
Entering Unmasked Estep 
Score: -54525496.000000 Penalty: 28115.259766
Splitting cluster 8 changes total score from -54529188.000000 to -54525496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (28821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Entering Unmasked Estep 
Score: -2635310.750000 Penalty: 1668.689697
	Iteration 0F: 2 clusters Score -2635311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2615772.750000 Penalty: 3337.379395
	Iteration 0F: 3 clusters Score -2615773 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2623111.250000 Penalty: 3337.379395
	Iteration 1F: 3 clusters Score -2623111 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2623347.500000 Penalty: 3337.379395
	Iteration 2Q: 3 clusters Score -2623348 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2623526.250000 Penalty: 3337.379395
	Iteration 3Q: 3 clusters Score -2623526 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2623703.000000 Penalty: 3337.379395
	Iteration 4Q: 3 clusters Score -2623703 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2623824.750000 Penalty: 3337.379395
	Iteration 5Q: 3 clusters Score -2623825 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2623974.250000 Penalty: 3337.379395
	Iteration 6Q: 3 clusters Score -2623974 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2624137.750000 Penalty: 3337.379395
	Iteration 7Q: 3 clusters Score -2624138 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2624315.250000 Penalty: 3337.379395
	Iteration 8Q: 3 clusters Score -2624315 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2624531.000000 Penalty: 3337.379395
	Iteration 9Q: 3 clusters Score -2624531 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2624880.750000 Penalty: 3337.379395
	Iteration 10Q: 3 clusters Score -2624881 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2625453.250000 Penalty: 3337.379395
	Iteration 11Q: 3 clusters Score -2625453 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2626339.750000 Penalty: 3337.379395
	Iteration 12F: 3 clusters Score -2626340 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2627656.000000 Penalty: 3337.379395
	Iteration 13F: 3 clusters Score -2627656 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2629152.500000 Penalty: 3337.379395
	Iteration 14F: 3 clusters Score -2629152 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2630598.000000 Penalty: 3337.379395
	Iteration 15F: 3 clusters Score -2630598 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2631621.250000 Penalty: 3337.379395
	Iteration 16Q: 3 clusters Score -2631621 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2632384.250000 Penalty: 3337.379395
	Iteration 17Q: 3 clusters Score -2632384 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2632932.000000 Penalty: 3337.379395
	Iteration 18Q: 3 clusters Score -2632932 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2633264.750000 Penalty: 3337.379395
	Iteration 19Q: 3 clusters Score -2633265 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2633476.750000 Penalty: 3337.379395
	Iteration 20F: 3 clusters Score -2633477 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2633605.500000 Penalty: 3337.379395
	Iteration 21Q: 3 clusters Score -2633606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2633675.750000 Penalty: 3337.379395
	Iteration 22Q: 3 clusters Score -2633676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2633732.000000 Penalty: 3337.379395
	Iteration 23Q: 3 clusters Score -2633732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2633771.750000 Penalty: 3337.379395
	Iteration 24Q: 3 clusters Score -2633772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2633802.000000 Penalty: 3337.379395
	Iteration 25Q: 3 clusters Score -2633802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2633832.250000 Penalty: 3337.379395
	Iteration 26Q: 3 clusters Score -2633832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2633846.250000 Penalty: 3337.379395
	Iteration 27Q: 3 clusters Score -2633846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2633849.250000 Penalty: 3337.379395
	Iteration 28Q: 3 clusters Score -2633849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2633850.250000 Penalty: 3337.379395
	Iteration 29Q: 3 clusters Score -2633850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2633854.750000 Penalty: 3337.379395
	Iteration 30Q: 3 clusters Score -2633855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2633856.750000 Penalty: 3337.379395
	Iteration 31Q: 3 clusters Score -2633857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2633857.500000 Penalty: 3337.379395
	Iteration 32Q: 3 clusters Score -2633858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2633857.500000 Penalty: 3337.379395
	Iteration 33F: 3 clusters Score -2633858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -379267.750000 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -379267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -375880.218750 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -375880.2 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -376692.500000 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -376692.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -376822.031250 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -376822 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -376919.593750 Penalty: 2698.719482
	Iteration 3Q: 3 clusters Score -376919.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -376997.812500 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -376997.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -377045.343750 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -377045.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -377080.031250 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -377080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -377107.531250 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -377107.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -377131.437500 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -377131.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -377152.375000 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -377152.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -377177.718750 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -377177.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -377204.062500 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -377204.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -377224.875000 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -377224.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -377242.937500 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -377242.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -377261.593750 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -377261.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -377282.718750 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -377282.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -377317.062500 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -377317.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -377350.531250 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -377350.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -377400.125000 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -377400.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -377449.656250 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -377449.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -377502.343750 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -377502.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -377556.500000 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -377556.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -377617.156250 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -377617.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -377675.625000 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -377675.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -377737.656250 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -377737.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -377806.500000 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -377806.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -377853.593750 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -377853.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -377879.375000 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -377879.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -377896.375000 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -377896.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -377916.187500 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -377916.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -377931.375000 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -377931.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -377942.156250 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -377942.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -377949.062500 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -377949.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -377954.531250 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -377954.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -377964.312500 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -377964.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -377974.843750 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -377974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -377981.718750 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -377981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -377984.250000 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -377984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -377985.843750 Penalty: 2698.719482
	Iteration 38Q: 3 clusters Score -377985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -377986.593750 Penalty: 2698.719482
	Iteration 39Q: 3 clusters Score -377986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -377986.593750 Penalty: 2698.719482
	Iteration 40F: 3 clusters Score -377986.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (57745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Entering Unmasked Estep 
Score: -5401936.500000 Penalty: 1781.616211
	Iteration 0F: 2 clusters Score -5401936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -5363287.000000 Penalty: 3563.232422
	Iteration 0F: 3 clusters Score -5363287 nChanged 27140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -5378691.000000 Penalty: 3563.232422
	Iteration 1F: 3 clusters Score -5378691 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5379370.500000 Penalty: 3563.232422
	Iteration 2Q: 3 clusters Score -5379370 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -5380390.000000 Penalty: 3563.232422
	Iteration 3Q: 3 clusters Score -5380390 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -5381949.500000 Penalty: 3563.232422
	Iteration 4F: 3 clusters Score -5381950 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -5384157.000000 Penalty: 3563.232422
	Iteration 5F: 3 clusters Score -5384157 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -5387009.500000 Penalty: 3563.232422
	Iteration 6F: 3 clusters Score -5387010 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5390277.500000 Penalty: 3563.232422
	Iteration 7F: 3 clusters Score -5390278 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5393246.500000 Penalty: 3563.232422
	Iteration 8F: 3 clusters Score -5393246 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -5395088.500000 Penalty: 3563.232422
	Iteration 9Q: 3 clusters Score -5395088 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5396025.500000 Penalty: 3563.232422
	Iteration 10Q: 3 clusters Score -5396026 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -5396505.500000 Penalty: 3563.232422
	Iteration 11Q: 3 clusters Score -5396506 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -5396832.000000 Penalty: 3563.232422
	Iteration 12Q: 3 clusters Score -5396832 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5397057.000000 Penalty: 3563.232422
	Iteration 13Q: 3 clusters Score -5397057 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -5397269.000000 Penalty: 3563.232422
	Iteration 14Q: 3 clusters Score -5397269 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -5397458.500000 Penalty: 3563.232422
	Iteration 15Q: 3 clusters Score -5397458 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -5397627.500000 Penalty: 3563.232422
	Iteration 16Q: 3 clusters Score -5397628 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -5397811.500000 Penalty: 3563.232422
	Iteration 17Q: 3 clusters Score -5397812 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5398008.000000 Penalty: 3563.232422
	Iteration 18Q: 3 clusters Score -5398008 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -5398181.000000 Penalty: 3563.232422
	Iteration 19Q: 3 clusters Score -5398181 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -5398389.500000 Penalty: 3563.232422
	Iteration 20F: 3 clusters Score -5398390 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -5398600.000000 Penalty: 3563.232422
	Iteration 21Q: 3 clusters Score -5398600 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -5398808.000000 Penalty: 3563.232422
	Iteration 22Q: 3 clusters Score -5398808 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -5398940.500000 Penalty: 3563.232422
	Iteration 23Q: 3 clusters Score -5398940 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -5399090.000000 Penalty: 3563.232422
	Iteration 24Q: 3 clusters Score -5399090 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -5399229.500000 Penalty: 3563.232422
	Iteration 25Q: 3 clusters Score -5399230 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -5399338.500000 Penalty: 3563.232422
	Iteration 26Q: 3 clusters Score -5399338 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -5399452.000000 Penalty: 3563.232422
	Iteration 27Q: 3 clusters Score -5399452 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -5399515.000000 Penalty: 3563.232422
	Iteration 28Q: 3 clusters Score -5399515 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -5399597.000000 Penalty: 3563.232422
	Iteration 29Q: 3 clusters Score -5399597 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -5399673.500000 Penalty: 3563.232422
	Iteration 30Q: 3 clusters Score -5399674 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -5399734.000000 Penalty: 3563.232422
	Iteration 31Q: 3 clusters Score -5399734 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -5399815.500000 Penalty: 3563.232422
	Iteration 32Q: 3 clusters Score -5399816 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -5399865.000000 Penalty: 3563.232422
	Iteration 33Q: 3 clusters Score -5399865 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -5399934.000000 Penalty: 3563.232422
	Iteration 34Q: 3 clusters Score -5399934 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -5399998.000000 Penalty: 3563.232422
	Iteration 35Q: 3 clusters Score -5399998 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -5400026.500000 Penalty: 3563.232422
	Iteration 36Q: 3 clusters Score -5400026 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -5400063.500000 Penalty: 3563.232422
	Iteration 37Q: 3 clusters Score -5400064 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -5400107.000000 Penalty: 3563.232422
	Iteration 38Q: 3 clusters Score -5400107 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -5400147.500000 Penalty: 3563.232422
	Iteration 39Q: 3 clusters Score -5400148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -5400182.000000 Penalty: 3563.232422
	Iteration 40F: 3 clusters Score -5400182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -5400217.000000 Penalty: 3563.232422
	Iteration 41Q: 3 clusters Score -5400217 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -5400255.000000 Penalty: 3563.232422
	Iteration 42Q: 3 clusters Score -5400255 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -5400286.500000 Penalty: 3563.232422
	Iteration 43Q: 3 clusters Score -5400286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -5400303.000000 Penalty: 3563.232422
	Iteration 44Q: 3 clusters Score -5400303 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -5400327.500000 Penalty: 3563.232422
	Iteration 45Q: 3 clusters Score -5400328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -5400344.000000 Penalty: 3563.232422
	Iteration 46Q: 3 clusters Score -5400344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -5400345.500000 Penalty: 3563.232422
	Iteration 47Q: 3 clusters Score -5400346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -5400368.500000 Penalty: 3563.232422
	Iteration 48Q: 3 clusters Score -5400368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -5400381.500000 Penalty: 3563.232422
	Iteration 49Q: 3 clusters Score -5400382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -5400389.500000 Penalty: 3563.232422
	Iteration 50Q: 3 clusters Score -5400390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -5400410.500000 Penalty: 3563.232422
	Iteration 51Q: 3 clusters Score -5400410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -5400412.000000 Penalty: 3563.232422
	Iteration 52Q: 3 clusters Score -5400412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -5400430.000000 Penalty: 3563.232422
	Iteration 53Q: 3 clusters Score -5400430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -5400446.500000 Penalty: 3563.232422
	Iteration 54Q: 3 clusters Score -5400446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -5400472.000000 Penalty: 3563.232422
	Iteration 55Q: 3 clusters Score -5400472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -5400475.000000 Penalty: 3563.232422
	Iteration 56Q: 3 clusters Score -5400475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -5400481.500000 Penalty: 3563.232422
	Iteration 57Q: 3 clusters Score -5400482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -5400498.000000 Penalty: 3563.232422
	Iteration 58Q: 3 clusters Score -5400498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -5400509.500000 Penalty: 3563.232422
	Iteration 59Q: 3 clusters Score -5400510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -5400516.500000 Penalty: 3563.232422
	Iteration 60F: 3 clusters Score -5400516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -5400520.000000 Penalty: 3563.232422
	Iteration 61Q: 3 clusters Score -5400520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -5400516.500000 Penalty: 3563.232422
	Iteration 62Q: 3 clusters Score -5400516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -5400525.000000 Penalty: 3563.232422
	Iteration 63Q: 3 clusters Score -5400525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -5400532.000000 Penalty: 3563.232422
	Iteration 64Q: 3 clusters Score -5400532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -5400534.500000 Penalty: 3563.232422
	Iteration 65Q: 3 clusters Score -5400534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -5400535.500000 Penalty: 3563.232422
	Iteration 66Q: 3 clusters Score -5400536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -5400530.000000 Penalty: 3563.232422
	Iteration 67Q: 3 clusters Score -5400530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -5400536.000000 Penalty: 3563.232422
	Iteration 68Q: 3 clusters Score -5400536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -5400537.000000 Penalty: 3563.232422
	Iteration 69Q: 3 clusters Score -5400537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -5400541.000000 Penalty: 3563.232422
	Iteration 70Q: 3 clusters Score -5400541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -5400536.000000 Penalty: 3563.232422
	Iteration 71Q: 3 clusters Score -5400536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -5400535.500000 Penalty: 3563.232422
	Iteration 72Q: 3 clusters Score -5400536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -5400532.000000 Penalty: 3563.232422
	Iteration 73Q: 3 clusters Score -5400532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -5400533.000000 Penalty: 3563.232422
	Iteration 74Q: 3 clusters Score -5400533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -5400542.500000 Penalty: 3563.232422
	Iteration 75Q: 3 clusters Score -5400542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -5400534.000000 Penalty: 3563.232422
	Iteration 76Q: 3 clusters Score -5400534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -5400549.500000 Penalty: 3563.232422
	Iteration 77Q: 3 clusters Score -5400550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -5400546.500000 Penalty: 3563.232422
	Iteration 78Q: 3 clusters Score -5400546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -5400550.000000 Penalty: 3563.232422
	Iteration 79Q: 3 clusters Score -5400550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -5400557.500000 Penalty: 3563.232422
	Iteration 80F: 3 clusters Score -5400558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -5400561.000000 Penalty: 3563.232422
	Iteration 81Q: 3 clusters Score -5400561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -5400565.500000 Penalty: 3563.232422
	Iteration 82Q: 3 clusters Score -5400566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -5400565.000000 Penalty: 3563.232422
	Iteration 83Q: 3 clusters Score -5400565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -5400578.000000 Penalty: 3563.232422
	Iteration 84Q: 3 clusters Score -5400578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -5400570.000000 Penalty: 3563.232422
	Iteration 85Q: 3 clusters Score -5400570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -5400570.500000 Penalty: 3563.232422
	Iteration 86Q: 3 clusters Score -5400570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -5400569.500000 Penalty: 3563.232422
	Iteration 87Q: 3 clusters Score -5400570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -5400576.500000 Penalty: 3563.232422
	Iteration 88Q: 3 clusters Score -5400576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -5400577.500000 Penalty: 3563.232422
	Iteration 89Q: 3 clusters Score -5400578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -5400583.500000 Penalty: 3563.232422
	Iteration 90Q: 3 clusters Score -5400584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -5400589.500000 Penalty: 3563.232422
	Iteration 91Q: 3 clusters Score -5400590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -5400590.000000 Penalty: 3563.232422
	Iteration 92Q: 3 clusters Score -5400590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -5400584.500000 Penalty: 3563.232422
	Iteration 93Q: 3 clusters Score -5400584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -5400598.500000 Penalty: 3563.232422
	Iteration 94Q: 3 clusters Score -5400598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -5400601.500000 Penalty: 3563.232422
	Iteration 95Q: 3 clusters Score -5400602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -5400595.000000 Penalty: 3563.232422
	Iteration 96Q: 3 clusters Score -5400595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -5400597.500000 Penalty: 3563.232422
	Iteration 97Q: 3 clusters Score -5400598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -5400605.000000 Penalty: 3563.232422
	Iteration 98Q: 3 clusters Score -5400605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -5400609.500000 Penalty: 3563.232422
	Iteration 99Q: 3 clusters Score -5400610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -5400612.000000 Penalty: 3563.232422
	Iteration 100F: 3 clusters Score -5400612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -5400619.500000 Penalty: 3563.232422
	Iteration 101Q: 3 clusters Score -5400620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -5400615.500000 Penalty: 3563.232422
	Iteration 102Q: 3 clusters Score -5400616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -5400615.000000 Penalty: 3563.232422
	Iteration 103Q: 3 clusters Score -5400615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -5400614.000000 Penalty: 3563.232422
	Iteration 104Q: 3 clusters Score -5400614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -5400622.000000 Penalty: 3563.232422
	Iteration 105Q: 3 clusters Score -5400622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -5400620.500000 Penalty: 3563.232422
	Iteration 106Q: 3 clusters Score -5400620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -5400621.000000 Penalty: 3563.232422
	Iteration 107Q: 3 clusters Score -5400621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -5400613.000000 Penalty: 3563.232422
	Iteration 108Q: 3 clusters Score -5400613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -5400616.000000 Penalty: 3563.232422
	Iteration 109Q: 3 clusters Score -5400616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -5400610.000000 Penalty: 3563.232422
	Iteration 110Q: 3 clusters Score -5400610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -5400610.000000 Penalty: 3563.232422
	Iteration 111Q: 3 clusters Score -5400610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -5400601.500000 Penalty: 3563.232422
	Iteration 112Q: 3 clusters Score -5400602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -5400603.500000 Penalty: 3563.232422
	Iteration 113Q: 3 clusters Score -5400604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -5400614.000000 Penalty: 3563.232422
	Iteration 114Q: 3 clusters Score -5400614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -5400614.000000 Penalty: 3563.232422
	Iteration 115Q: 3 clusters Score -5400614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -5400619.000000 Penalty: 3563.232422
	Iteration 116Q: 3 clusters Score -5400619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -5400624.000000 Penalty: 3563.232422
	Iteration 117Q: 3 clusters Score -5400624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -5400636.000000 Penalty: 3563.232422
	Iteration 118Q: 3 clusters Score -5400636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -5400635.500000 Penalty: 3563.232422
	Iteration 119Q: 3 clusters Score -5400636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -5400640.000000 Penalty: 3563.232422
	Iteration 120F: 3 clusters Score -5400640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -5400636.000000 Penalty: 3563.232422
	Iteration 121Q: 3 clusters Score -5400636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -5400639.000000 Penalty: 3563.232422
	Iteration 122Q: 3 clusters Score -5400639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -5400639.500000 Penalty: 3563.232422
	Iteration 123Q: 3 clusters Score -5400640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -5400645.000000 Penalty: 3563.232422
	Iteration 124Q: 3 clusters Score -5400645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -5400643.000000 Penalty: 3563.232422
	Iteration 125Q: 3 clusters Score -5400643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -5400641.000000 Penalty: 3563.232422
	Iteration 126Q: 3 clusters Score -5400641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -5400645.500000 Penalty: 3563.232422
	Iteration 127Q: 3 clusters Score -5400646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -5400644.500000 Penalty: 3563.232422
	Iteration 128Q: 3 clusters Score -5400644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -5400644.500000 Penalty: 3563.232422
	Iteration 129F: 3 clusters Score -5400644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Entering Unmasked Estep 
Score: -3663252.250000 Penalty: 1718.910400
	Iteration 0F: 2 clusters Score -3663252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3637006.000000 Penalty: 3437.820801
	Iteration 0F: 3 clusters Score -3637006 nChanged 18200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3647063.000000 Penalty: 3437.820801
	Iteration 1F: 3 clusters Score -3647063 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3647516.250000 Penalty: 3437.820801
	Iteration 2Q: 3 clusters Score -3647516 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3647918.750000 Penalty: 3437.820801
	Iteration 3Q: 3 clusters Score -3647919 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3648376.500000 Penalty: 3437.820801
	Iteration 4Q: 3 clusters Score -3648376 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3648894.250000 Penalty: 3437.820801
	Iteration 5Q: 3 clusters Score -3648894 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3649580.250000 Penalty: 3437.820801
	Iteration 6Q: 3 clusters Score -3649580 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3650739.750000 Penalty: 3437.820801
	Iteration 7F: 3 clusters Score -3650740 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3652463.750000 Penalty: 3437.820801
	Iteration 8F: 3 clusters Score -3652464 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3654697.750000 Penalty: 3437.820801
	Iteration 9F: 3 clusters Score -3654698 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -3656911.000000 Penalty: 3437.820801
	Iteration 10F: 3 clusters Score -3656911 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -3658527.250000 Penalty: 3437.820801
	Iteration 11Q: 3 clusters Score -3658527 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3659560.250000 Penalty: 3437.820801
	Iteration 12Q: 3 clusters Score -3659560 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -3660249.000000 Penalty: 3437.820801
	Iteration 13Q: 3 clusters Score -3660249 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -3660614.250000 Penalty: 3437.820801
	Iteration 14Q: 3 clusters Score -3660614 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -3660888.250000 Penalty: 3437.820801
	Iteration 15Q: 3 clusters Score -3660888 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -3661072.750000 Penalty: 3437.820801
	Iteration 16Q: 3 clusters Score -3661073 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -3661203.750000 Penalty: 3437.820801
	Iteration 17Q: 3 clusters Score -3661204 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3661309.000000 Penalty: 3437.820801
	Iteration 18Q: 3 clusters Score -3661309 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -3661408.000000 Penalty: 3437.820801
	Iteration 19Q: 3 clusters Score -3661408 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -3661473.500000 Penalty: 3437.820801
	Iteration 20F: 3 clusters Score -3661474 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -3661523.250000 Penalty: 3437.820801
	Iteration 21Q: 3 clusters Score -3661523 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -3661574.250000 Penalty: 3437.820801
	Iteration 22Q: 3 clusters Score -3661574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -3661613.500000 Penalty: 3437.820801
	Iteration 23Q: 3 clusters Score -3661614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -3661644.000000 Penalty: 3437.820801
	Iteration 24Q: 3 clusters Score -3661644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -3661664.000000 Penalty: 3437.820801
	Iteration 25Q: 3 clusters Score -3661664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -3661686.750000 Penalty: 3437.820801
	Iteration 26Q: 3 clusters Score -3661687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -3661702.250000 Penalty: 3437.820801
	Iteration 27Q: 3 clusters Score -3661702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -3661710.000000 Penalty: 3437.820801
	Iteration 28Q: 3 clusters Score -3661710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -3661718.750000 Penalty: 3437.820801
	Iteration 29Q: 3 clusters Score -3661719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -3661735.250000 Penalty: 3437.820801
	Iteration 30Q: 3 clusters Score -3661735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -3661740.750000 Penalty: 3437.820801
	Iteration 31Q: 3 clusters Score -3661741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -3661750.000000 Penalty: 3437.820801
	Iteration 32Q: 3 clusters Score -3661750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3661764.250000 Penalty: 3437.820801
	Iteration 33Q: 3 clusters Score -3661764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -3661779.500000 Penalty: 3437.820801
	Iteration 34Q: 3 clusters Score -3661780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -3661784.000000 Penalty: 3437.820801
	Iteration 35Q: 3 clusters Score -3661784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -3661798.500000 Penalty: 3437.820801
	Iteration 36Q: 3 clusters Score -3661798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -3661802.000000 Penalty: 3437.820801
	Iteration 37Q: 3 clusters Score -3661802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -3661808.750000 Penalty: 3437.820801
	Iteration 38Q: 3 clusters Score -3661809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -3661807.750000 Penalty: 3437.820801
	Iteration 39Q: 3 clusters Score -3661808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -3661814.500000 Penalty: 3437.820801
	Iteration 40F: 3 clusters Score -3661814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -3661820.250000 Penalty: 3437.820801
	Iteration 41Q: 3 clusters Score -3661820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -3661827.250000 Penalty: 3437.820801
	Iteration 42Q: 3 clusters Score -3661827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -3661826.000000 Penalty: 3437.820801
	Iteration 43Q: 3 clusters Score -3661826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -3661827.750000 Penalty: 3437.820801
	Iteration 44Q: 3 clusters Score -3661828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -3661829.500000 Penalty: 3437.820801
	Iteration 45Q: 3 clusters Score -3661830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -3661827.750000 Penalty: 3437.820801
	Iteration 46Q: 3 clusters Score -3661828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -3661831.000000 Penalty: 3437.820801
	Iteration 47Q: 3 clusters Score -3661831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -3661831.750000 Penalty: 3437.820801
	Iteration 48Q: 3 clusters Score -3661832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -3661831.750000 Penalty: 3437.820801
	Iteration 49Q: 3 clusters Score -3661832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -3661831.250000 Penalty: 3437.820801
	Iteration 50Q: 3 clusters Score -3661831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -3661829.750000 Penalty: 3437.820801
	Iteration 51Q: 3 clusters Score -3661830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -3661835.750000 Penalty: 3437.820801
	Iteration 52Q: 3 clusters Score -3661836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -3661835.750000 Penalty: 3437.820801
	Iteration 53F: 3 clusters Score -3661836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -184589.593750 Penalty: 1235.227905
	Iteration 0F: 2 clusters Score -184589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -182497.031250 Penalty: 2470.455811
	Iteration 0F: 3 clusters Score -182497 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -182959.078125 Penalty: 2470.455811
	Iteration 1F: 3 clusters Score -182959.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -183033.781250 Penalty: 2470.455811
	Iteration 2F: 3 clusters Score -183033.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183069.765625 Penalty: 2470.455811
	Iteration 3Q: 3 clusters Score -183069.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -183093.359375 Penalty: 2470.455811
	Iteration 4Q: 3 clusters Score -183093.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -183116.671875 Penalty: 2470.455811
	Iteration 5Q: 3 clusters Score -183116.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -183136.343750 Penalty: 2470.455811
	Iteration 6Q: 3 clusters Score -183136.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -183154.562500 Penalty: 2470.455811
	Iteration 7Q: 3 clusters Score -183154.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -183165.750000 Penalty: 2470.455811
	Iteration 8Q: 3 clusters Score -183165.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183175.125000 Penalty: 2470.455811
	Iteration 9Q: 3 clusters Score -183175.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183178.921875 Penalty: 2470.455811
	Iteration 10Q: 3 clusters Score -183178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -183181.750000 Penalty: 2470.455811
	Iteration 11Q: 3 clusters Score -183181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -183184.125000 Penalty: 2470.455811
	Iteration 12Q: 3 clusters Score -183184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -183186.781250 Penalty: 2470.455811
	Iteration 13Q: 3 clusters Score -183186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -183189.625000 Penalty: 2470.455811
	Iteration 14Q: 3 clusters Score -183189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -183192.281250 Penalty: 2470.455811
	Iteration 15Q: 3 clusters Score -183192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -183194.718750 Penalty: 2470.455811
	Iteration 16Q: 3 clusters Score -183194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -183198.218750 Penalty: 2470.455811
	Iteration 17Q: 3 clusters Score -183198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183198.890625 Penalty: 2470.455811
	Iteration 18Q: 3 clusters Score -183198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183199.578125 Penalty: 2470.455811
	Iteration 19Q: 3 clusters Score -183199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183200.000000 Penalty: 2470.455811
	Iteration 20F: 3 clusters Score -183200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183200.484375 Penalty: 2470.455811
	Iteration 21Q: 3 clusters Score -183200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183200.906250 Penalty: 2470.455811
	Iteration 22Q: 3 clusters Score -183200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183200.906250 Penalty: 2470.455811
	Iteration 23F: 3 clusters Score -183200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Entering Unmasked Estep 
Score: -2364122.500000 Penalty: 1646.646484
	Iteration 0F: 2 clusters Score -2364122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2347122.750000 Penalty: 3293.292969
	Iteration 0F: 3 clusters Score -2347123 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2353306.750000 Penalty: 3293.292969
	Iteration 1F: 3 clusters Score -2353307 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2353646.000000 Penalty: 3293.292969
	Iteration 2Q: 3 clusters Score -2353646 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2353954.250000 Penalty: 3293.292969
	Iteration 3Q: 3 clusters Score -2353954 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2354263.500000 Penalty: 3293.292969
	Iteration 4Q: 3 clusters Score -2354264 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2354588.500000 Penalty: 3293.292969
	Iteration 5Q: 3 clusters Score -2354588 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2354969.250000 Penalty: 3293.292969
	Iteration 6Q: 3 clusters Score -2354969 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2355419.750000 Penalty: 3293.292969
	Iteration 7Q: 3 clusters Score -2355420 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2355985.750000 Penalty: 3293.292969
	Iteration 8Q: 3 clusters Score -2355986 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2356637.000000 Penalty: 3293.292969
	Iteration 9Q: 3 clusters Score -2356637 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2357468.500000 Penalty: 3293.292969
	Iteration 10F: 3 clusters Score -2357468 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2358283.500000 Penalty: 3293.292969
	Iteration 11F: 3 clusters Score -2358284 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2358976.500000 Penalty: 3293.292969
	Iteration 12Q: 3 clusters Score -2358976 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2359474.500000 Penalty: 3293.292969
	Iteration 13Q: 3 clusters Score -2359474 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2359805.500000 Penalty: 3293.292969
	Iteration 14Q: 3 clusters Score -2359806 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2360027.000000 Penalty: 3293.292969
	Iteration 15Q: 3 clusters Score -2360027 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2360170.500000 Penalty: 3293.292969
	Iteration 16Q: 3 clusters Score -2360170 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2360277.250000 Penalty: 3293.292969
	Iteration 17Q: 3 clusters Score -2360277 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2360379.750000 Penalty: 3293.292969
	Iteration 18Q: 3 clusters Score -2360380 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2360476.500000 Penalty: 3293.292969
	Iteration 19Q: 3 clusters Score -2360476 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2360571.500000 Penalty: 3293.292969
	Iteration 20F: 3 clusters Score -2360572 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2360671.500000 Penalty: 3293.292969
	Iteration 21Q: 3 clusters Score -2360672 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2360762.750000 Penalty: 3293.292969
	Iteration 22Q: 3 clusters Score -2360763 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2360857.250000 Penalty: 3293.292969
	Iteration 23Q: 3 clusters Score -2360857 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2360940.750000 Penalty: 3293.292969
	Iteration 24Q: 3 clusters Score -2360941 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2361019.000000 Penalty: 3293.292969
	Iteration 25Q: 3 clusters Score -2361019 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2361116.000000 Penalty: 3293.292969
	Iteration 26Q: 3 clusters Score -2361116 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2361236.750000 Penalty: 3293.292969
	Iteration 27Q: 3 clusters Score -2361237 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2361341.750000 Penalty: 3293.292969
	Iteration 28Q: 3 clusters Score -2361342 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2361436.250000 Penalty: 3293.292969
	Iteration 29Q: 3 clusters Score -2361436 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2361529.500000 Penalty: 3293.292969
	Iteration 30Q: 3 clusters Score -2361530 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2361618.500000 Penalty: 3293.292969
	Iteration 31Q: 3 clusters Score -2361618 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2361707.500000 Penalty: 3293.292969
	Iteration 32Q: 3 clusters Score -2361708 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2361774.750000 Penalty: 3293.292969
	Iteration 33Q: 3 clusters Score -2361775 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2361869.750000 Penalty: 3293.292969
	Iteration 34Q: 3 clusters Score -2361870 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2361965.500000 Penalty: 3293.292969
	Iteration 35Q: 3 clusters Score -2361966 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2362057.250000 Penalty: 3293.292969
	Iteration 36Q: 3 clusters Score -2362057 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2362167.250000 Penalty: 3293.292969
	Iteration 37Q: 3 clusters Score -2362167 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2362229.750000 Penalty: 3293.292969
	Iteration 38Q: 3 clusters Score -2362230 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2362298.750000 Penalty: 3293.292969
	Iteration 39Q: 3 clusters Score -2362299 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2362378.000000 Penalty: 3293.292969
	Iteration 40F: 3 clusters Score -2362378 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2362439.500000 Penalty: 3293.292969
	Iteration 41Q: 3 clusters Score -2362440 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2362483.500000 Penalty: 3293.292969
	Iteration 42Q: 3 clusters Score -2362484 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2362536.000000 Penalty: 3293.292969
	Iteration 43Q: 3 clusters Score -2362536 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2362585.250000 Penalty: 3293.292969
	Iteration 44Q: 3 clusters Score -2362585 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2362639.000000 Penalty: 3293.292969
	Iteration 45Q: 3 clusters Score -2362639 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2362692.000000 Penalty: 3293.292969
	Iteration 46Q: 3 clusters Score -2362692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2362735.000000 Penalty: 3293.292969
	Iteration 47Q: 3 clusters Score -2362735 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2362778.500000 Penalty: 3293.292969
	Iteration 48Q: 3 clusters Score -2362778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2362830.000000 Penalty: 3293.292969
	Iteration 49Q: 3 clusters Score -2362830 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2362877.750000 Penalty: 3293.292969
	Iteration 50Q: 3 clusters Score -2362878 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2362907.750000 Penalty: 3293.292969
	Iteration 51Q: 3 clusters Score -2362908 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2362948.500000 Penalty: 3293.292969
	Iteration 52Q: 3 clusters Score -2362948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2362978.500000 Penalty: 3293.292969
	Iteration 53Q: 3 clusters Score -2362978 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2363006.000000 Penalty: 3293.292969
	Iteration 54Q: 3 clusters Score -2363006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2363017.750000 Penalty: 3293.292969
	Iteration 55Q: 3 clusters Score -2363018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2363057.000000 Penalty: 3293.292969
	Iteration 56Q: 3 clusters Score -2363057 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2363096.500000 Penalty: 3293.292969
	Iteration 57Q: 3 clusters Score -2363096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2363109.750000 Penalty: 3293.292969
	Iteration 58Q: 3 clusters Score -2363110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2363134.250000 Penalty: 3293.292969
	Iteration 59Q: 3 clusters Score -2363134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2363163.000000 Penalty: 3293.292969
	Iteration 60F: 3 clusters Score -2363163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2363181.750000 Penalty: 3293.292969
	Iteration 61Q: 3 clusters Score -2363182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2363201.500000 Penalty: 3293.292969
	Iteration 62Q: 3 clusters Score -2363202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2363219.500000 Penalty: 3293.292969
	Iteration 63Q: 3 clusters Score -2363220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2363242.000000 Penalty: 3293.292969
	Iteration 64Q: 3 clusters Score -2363242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2363264.500000 Penalty: 3293.292969
	Iteration 65Q: 3 clusters Score -2363264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2363281.250000 Penalty: 3293.292969
	Iteration 66Q: 3 clusters Score -2363281 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2363293.000000 Penalty: 3293.292969
	Iteration 67Q: 3 clusters Score -2363293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2363311.750000 Penalty: 3293.292969
	Iteration 68Q: 3 clusters Score -2363312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2363319.000000 Penalty: 3293.292969
	Iteration 69Q: 3 clusters Score -2363319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2363328.750000 Penalty: 3293.292969
	Iteration 70Q: 3 clusters Score -2363329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2363335.000000 Penalty: 3293.292969
	Iteration 71Q: 3 clusters Score -2363335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2363336.750000 Penalty: 3293.292969
	Iteration 72Q: 3 clusters Score -2363337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2363334.000000 Penalty: 3293.292969
	Iteration 73Q: 3 clusters Score -2363334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2363342.500000 Penalty: 3293.292969
	Iteration 74Q: 3 clusters Score -2363342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2363353.250000 Penalty: 3293.292969
	Iteration 75Q: 3 clusters Score -2363353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2363356.750000 Penalty: 3293.292969
	Iteration 76Q: 3 clusters Score -2363357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2363366.000000 Penalty: 3293.292969
	Iteration 77Q: 3 clusters Score -2363366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2363369.750000 Penalty: 3293.292969
	Iteration 78Q: 3 clusters Score -2363370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2363369.750000 Penalty: 3293.292969
	Iteration 79Q: 3 clusters Score -2363370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2363380.250000 Penalty: 3293.292969
	Iteration 80F: 3 clusters Score -2363380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2363379.000000 Penalty: 3293.292969
	Iteration 81Q: 3 clusters Score -2363379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2363382.000000 Penalty: 3293.292969
	Iteration 82Q: 3 clusters Score -2363382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2363385.000000 Penalty: 3293.292969
	Iteration 83Q: 3 clusters Score -2363385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2363388.000000 Penalty: 3293.292969
	Iteration 84Q: 3 clusters Score -2363388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2363389.500000 Penalty: 3293.292969
	Iteration 85Q: 3 clusters Score -2363390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2363395.000000 Penalty: 3293.292969
	Iteration 86Q: 3 clusters Score -2363395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2363397.250000 Penalty: 3293.292969
	Iteration 87Q: 3 clusters Score -2363397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2363398.750000 Penalty: 3293.292969
	Iteration 88Q: 3 clusters Score -2363399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2363396.500000 Penalty: 3293.292969
	Iteration 89Q: 3 clusters Score -2363396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2363394.750000 Penalty: 3293.292969
	Iteration 90Q: 3 clusters Score -2363395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2363396.500000 Penalty: 3293.292969
	Iteration 91Q: 3 clusters Score -2363396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2363398.500000 Penalty: 3293.292969
	Iteration 92Q: 3 clusters Score -2363398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2363394.750000 Penalty: 3293.292969
	Iteration 93Q: 3 clusters Score -2363395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2363398.000000 Penalty: 3293.292969
	Iteration 94Q: 3 clusters Score -2363398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2363400.000000 Penalty: 3293.292969
	Iteration 95Q: 3 clusters Score -2363400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2363398.500000 Penalty: 3293.292969
	Iteration 96Q: 3 clusters Score -2363398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2363398.000000 Penalty: 3293.292969
	Iteration 97Q: 3 clusters Score -2363398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2363398.000000 Penalty: 3293.292969
	Iteration 98F: 3 clusters Score -2363398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332611 members 
Entering Unmasked Estep 
Score: -30406844.000000 Penalty: 2066.143555
	Iteration 0F: 2 clusters Score -3.040684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166104 members 
Mstep: Class 2 contains 166507 members 
Entering Unmasked Estep 
Score: -30196344.000000 Penalty: 4132.287109
	Iteration 0F: 3 clusters Score -3.019634e+07 nChanged 162472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 177207 members 
Entering Unmasked Estep 
Score: -30294336.000000 Penalty: 4132.287109
	Iteration 1F: 3 clusters Score -3.029434e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 183834 members 
Entering Unmasked Estep 
Score: -30297086.000000 Penalty: 4132.287109
	Iteration 2Q: 3 clusters Score -3.029709e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138744 members 
Mstep: Class 2 contains 193867 members 
Entering Unmasked Estep 
Score: -30301586.000000 Penalty: 4132.287109
	Iteration 3Q: 3 clusters Score -3.030159e+07 nChanged 17027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123893 members 
Mstep: Class 2 contains 208718 members 
Entering Unmasked Estep 
Score: -30309856.000000 Penalty: 4132.287109
	Iteration 4F: 3 clusters Score -3.030986e+07 nChanged 22489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 229357 members 
Entering Unmasked Estep 
Score: -30324568.000000 Penalty: 4132.287109
	Iteration 5F: 3 clusters Score -3.032457e+07 nChanged 27240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 254997 members 
Entering Unmasked Estep 
Score: -30346952.000000 Penalty: 4132.287109
	Iteration 6F: 3 clusters Score -3.034695e+07 nChanged 27415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 281090 members 
Entering Unmasked Estep 
Score: -30372784.000000 Penalty: 4132.287109
	Iteration 7F: 3 clusters Score -3.037278e+07 nChanged 20633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 300903 members 
Entering Unmasked Estep 
Score: -30392068.000000 Penalty: 4132.287109
	Iteration 8F: 3 clusters Score -3.039207e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 312218 members 
Entering Unmasked Estep 
Score: -30401340.000000 Penalty: 4132.287109
	Iteration 9Q: 3 clusters Score -3.040134e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 317491 members 
Entering Unmasked Estep 
Score: -30405702.000000 Penalty: 4132.287109
	Iteration 10Q: 3 clusters Score -3.04057e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 319749 members 
Entering Unmasked Estep 
Score: -30407770.000000 Penalty: 4132.287109
	Iteration 11Q: 3 clusters Score -3.040777e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 320954 members 
Entering Unmasked Estep 
Score: -30408686.000000 Penalty: 4132.287109
	Iteration 12Q: 3 clusters Score -3.040869e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 321698 members 
Entering Unmasked Estep 
Score: -30409622.000000 Penalty: 4132.287109
	Iteration 13Q: 3 clusters Score -3.040962e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 322174 members 
Entering Unmasked Estep 
Score: -30410020.000000 Penalty: 4132.287109
	Iteration 14Q: 3 clusters Score -3.041002e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 322422 members 
Entering Unmasked Estep 
Score: -30410356.000000 Penalty: 4132.287109
	Iteration 15Q: 3 clusters Score -3.041036e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 322510 members 
Entering Unmasked Estep 
Score: -30410494.000000 Penalty: 4132.287109
	Iteration 16Q: 3 clusters Score -3.041049e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 322557 members 
Entering Unmasked Estep 
Score: -30410608.000000 Penalty: 4132.287109
	Iteration 17Q: 3 clusters Score -3.041061e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 322547 members 
Entering Unmasked Estep 
Score: -30410740.000000 Penalty: 4132.287109
	Iteration 18Q: 3 clusters Score -3.041074e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 322545 members 
Entering Unmasked Estep 
Score: -30410764.000000 Penalty: 4132.287109
	Iteration 19Q: 3 clusters Score -3.041076e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 322535 members 
Entering Unmasked Estep 
Score: -30410808.000000 Penalty: 4132.287109
	Iteration 20F: 3 clusters Score -3.041081e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 322518 members 
Entering Unmasked Estep 
Score: -30410868.000000 Penalty: 4132.287109
	Iteration 21Q: 3 clusters Score -3.041087e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 322496 members 
Entering Unmasked Estep 
Score: -30410892.000000 Penalty: 4132.287109
	Iteration 22Q: 3 clusters Score -3.041089e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 322485 members 
Entering Unmasked Estep 
Score: -30410964.000000 Penalty: 4132.287109
	Iteration 23Q: 3 clusters Score -3.041096e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 322487 members 
Entering Unmasked Estep 
Score: -30411016.000000 Penalty: 4132.287109
	Iteration 24Q: 3 clusters Score -3.041102e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 322491 members 
Entering Unmasked Estep 
Score: -30411004.000000 Penalty: 4132.287109
	Iteration 25Q: 3 clusters Score -3.0411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 322507 members 
Entering Unmasked Estep 
Score: -30410956.000000 Penalty: 4132.287109
	Iteration 26Q: 3 clusters Score -3.041096e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 322513 members 
Entering Unmasked Estep 
Score: -30410948.000000 Penalty: 4132.287109
	Iteration 27Q: 3 clusters Score -3.041095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 322518 members 
Entering Unmasked Estep 
Score: -30410960.000000 Penalty: 4132.287109
	Iteration 28Q: 3 clusters Score -3.041096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 322521 members 
Entering Unmasked Estep 
Score: -30410966.000000 Penalty: 4132.287109
	Iteration 29Q: 3 clusters Score -3.041097e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 322513 members 
Entering Unmasked Estep 
Score: -30410974.000000 Penalty: 4132.287109
	Iteration 30Q: 3 clusters Score -3.041097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 322509 members 
Entering Unmasked Estep 
Score: -30410960.000000 Penalty: 4132.287109
	Iteration 31Q: 3 clusters Score -3.041096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 322503 members 
Entering Unmasked Estep 
Score: -30410960.000000 Penalty: 4132.287109
	Iteration 32Q: 3 clusters Score -3.041096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 322501 members 
Entering Unmasked Estep 
Score: -30410962.000000 Penalty: 4132.287109
	Iteration 33Q: 3 clusters Score -3.041096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 322499 members 
Entering Unmasked Estep 
Score: -30410956.000000 Penalty: 4132.287109
	Iteration 34Q: 3 clusters Score -3.041096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 322500 members 
Entering Unmasked Estep 
Score: -30410974.000000 Penalty: 4132.287109
	Iteration 35Q: 3 clusters Score -3.041097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 322498 members 
Entering Unmasked Estep 
Score: -30410964.000000 Penalty: 4132.287109
	Iteration 36Q: 3 clusters Score -3.041096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 322496 members 
Entering Unmasked Estep 
Score: -30410966.000000 Penalty: 4132.287109
	Iteration 37Q: 3 clusters Score -3.041097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 322495 members 
Entering Unmasked Estep 
Score: -30410966.000000 Penalty: 4132.287109
	Iteration 38Q: 3 clusters Score -3.041097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 322494 members 
Entering Unmasked Estep 
Score: -30410956.000000 Penalty: 4132.287109
	Iteration 39Q: 3 clusters Score -3.041096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 322495 members 
Entering Unmasked Estep 
Score: -30410956.000000 Penalty: 4132.287109
	Iteration 40F: 3 clusters Score -3.041096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 42474 members 
Mstep: Class 3 contains 43744 members 
Mstep: Class 4 contains 322495 members 
Mstep: Class 6 contains 10629 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 10 contains 28821 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 18 contains 57745 members 
Mstep: Class 19 contains 39258 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 10116 members 
Entering Unmasked Estep 
Score: -54529444.000000 Penalty: 28115.259766
Splitting cluster 24 changes total score from -54529188.000000 to -54529444.000000
So it's getting split into cluster 4.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 42474 members 
Mstep: Class 3 contains 43744 members 
Mstep: Class 6 contains 10629 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 10 contains 28821 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 18 contains 57745 members 
Mstep: Class 19 contains 39258 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 10116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530156.000000 Penalty: 28115.259766
Iteration 39Q: 14 clusters Score -5.453016e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 42865 members 
Mstep: Class 3 contains 43481 members 
Mstep: Class 4 contains 321949 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 8 contains 5281 members 
Mstep: Class 10 contains 28999 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 18 contains 58329 members 
Mstep: Class 19 contains 39382 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 23 contains 24534 members 
Mstep: Class 24 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54531436.000000 Penalty: 28115.259766
Iteration 40F: 14 clusters Score -5.453144e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 42789 members 
Mstep: Class 3 contains 41490 members 
Mstep: Class 4 contains 327337 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 10 contains 27671 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 18 contains 58421 members 
Mstep: Class 19 contains 38941 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 10232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54530284.000000 Penalty: 28115.259766
Iteration 41Q: 14 clusters Score -5.453028e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 42894 members 
Mstep: Class 3 contains 39456 members 
Mstep: Class 4 contains 331467 members 
Mstep: Class 6 contains 11657 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 10 contains 26576 members 
Mstep: Class 15 contains 3607 members 
Mstep: Class 18 contains 58709 members 
Mstep: Class 19 contains 38673 members 
Mstep: Class 21 contains 1873 members 
Mstep: Class 23 contains 21691 members 
Mstep: Class 24 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54528360.000000 Penalty: 28115.259766
Iteration 42Q: 14 clusters Score -5.452836e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 43181 members 
Mstep: Class 3 contains 37543 members 
Mstep: Class 4 contains 334339 members 
Mstep: Class 6 contains 12165 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 10 contains 25743 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 18 contains 59101 members 
Mstep: Class 19 contains 38520 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 23 contains 20544 members 
Mstep: Class 24 contains 10819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526468.000000 Penalty: 28115.259766
Iteration 43Q: 14 clusters Score -5.452647e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 43528 members 
Mstep: Class 3 contains 35875 members 
Mstep: Class 4 contains 336250 members 
Mstep: Class 6 contains 12732 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 10 contains 25052 members 
Mstep: Class 15 contains 3311 members 
Mstep: Class 18 contains 59592 members 
Mstep: Class 19 contains 38443 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 23 contains 19619 members 
Mstep: Class 24 contains 11219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524888.000000 Penalty: 28115.259766
Iteration 44Q: 14 clusters Score -5.452489e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 43901 members 
Mstep: Class 3 contains 34320 members 
Mstep: Class 4 contains 337346 members 
Mstep: Class 6 contains 13386 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 10 contains 24518 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 18 contains 60119 members 
Mstep: Class 19 contains 38451 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 23 contains 18925 members 
Mstep: Class 24 contains 11682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523928.000000 Penalty: 28115.259766
Iteration 45Q: 14 clusters Score -5.452393e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 44268 members 
Mstep: Class 3 contains 32997 members 
Mstep: Class 4 contains 337858 members 
Mstep: Class 6 contains 14061 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 10 contains 24104 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 18 contains 60619 members 
Mstep: Class 19 contains 38515 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 23 contains 18373 members 
Mstep: Class 24 contains 12145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522852.000000 Penalty: 28115.259766
Iteration 46Q: 14 clusters Score -5.452285e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 44635 members 
Mstep: Class 3 contains 31868 members 
Mstep: Class 4 contains 337901 members 
Mstep: Class 6 contains 14712 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 10 contains 23771 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 18 contains 61098 members 
Mstep: Class 19 contains 38613 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 23 contains 17959 members 
Mstep: Class 24 contains 12616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522080.000000 Penalty: 28115.259766
Iteration 47Q: 14 clusters Score -5.452208e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 44985 members 
Mstep: Class 3 contains 30932 members 
Mstep: Class 4 contains 337551 members 
Mstep: Class 6 contains 15402 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 10 contains 23485 members 
Mstep: Class 15 contains 2870 members 
Mstep: Class 18 contains 61547 members 
Mstep: Class 19 contains 38728 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 23 contains 17652 members 
Mstep: Class 24 contains 13103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521352.000000 Penalty: 28115.259766
Iteration 48Q: 14 clusters Score -5.452135e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 45314 members 
Mstep: Class 3 contains 30155 members 
Mstep: Class 4 contains 336944 members 
Mstep: Class 6 contains 16065 members 
Mstep: Class 8 contains 4812 members 
Mstep: Class 10 contains 23256 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 18 contains 61970 members 
Mstep: Class 19 contains 38853 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 23 contains 17430 members 
Mstep: Class 24 contains 13607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521480.000000 Penalty: 28115.259766
Iteration 49Q: 14 clusters Score -5.452148e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 45593 members 
Mstep: Class 3 contains 29557 members 
Mstep: Class 4 contains 336174 members 
Mstep: Class 6 contains 16675 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 10 contains 23063 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 18 contains 62353 members 
Mstep: Class 19 contains 38952 members 
Mstep: Class 21 contains 1909 members 
Mstep: Class 23 contains 17289 members 
Mstep: Class 24 contains 14108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521516.000000 Penalty: 28115.259766
Iteration 50Q: 14 clusters Score -5.452152e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 45856 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 335380 members 
Mstep: Class 6 contains 17250 members 
Mstep: Class 8 contains 4722 members 
Mstep: Class 10 contains 22864 members 
Mstep: Class 15 contains 2706 members 
Mstep: Class 18 contains 62661 members 
Mstep: Class 19 contains 39028 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 23 contains 17192 members 
Mstep: Class 24 contains 14602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521764.000000 Penalty: 28115.259766
Iteration 51Q: 14 clusters Score -5.452176e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 46092 members 
Mstep: Class 3 contains 28655 members 
Mstep: Class 4 contains 334567 members 
Mstep: Class 6 contains 17803 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 10 contains 22681 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 18 contains 62907 members 
Mstep: Class 19 contains 39085 members 
Mstep: Class 21 contains 1987 members 
Mstep: Class 23 contains 17132 members 
Mstep: Class 24 contains 15083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521908.000000 Penalty: 28115.259766
Iteration 52Q: 14 clusters Score -5.452191e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 46295 members 
Mstep: Class 3 contains 28351 members 
Mstep: Class 4 contains 333748 members 
Mstep: Class 6 contains 18290 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 10 contains 22519 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 18 contains 63102 members 
Mstep: Class 19 contains 39135 members 
Mstep: Class 21 contains 2012 members 
Mstep: Class 23 contains 17106 members 
Mstep: Class 24 contains 15578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54521948.000000 Penalty: 28115.259766
Iteration 53Q: 14 clusters Score -5.452195e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 46464 members 
Mstep: Class 3 contains 28167 members 
Mstep: Class 4 contains 332862 members 
Mstep: Class 6 contains 18739 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 10 contains 22406 members 
Mstep: Class 15 contains 2639 members 
Mstep: Class 18 contains 63259 members 
Mstep: Class 19 contains 39196 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 23 contains 17098 members 
Mstep: Class 24 contains 16034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522176.000000 Penalty: 28115.259766
Iteration 54Q: 14 clusters Score -5.452218e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 46596 members 
Mstep: Class 3 contains 28034 members 
Mstep: Class 4 contains 332051 members 
Mstep: Class 6 contains 19125 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 10 contains 22300 members 
Mstep: Class 15 contains 2624 members 
Mstep: Class 18 contains 63418 members 
Mstep: Class 19 contains 39246 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 23 contains 17107 members 
Mstep: Class 24 contains 16456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54522536.000000 Penalty: 28115.259766
Iteration 55Q: 14 clusters Score -5.452254e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 46679 members 
Mstep: Class 3 contains 27947 members 
Mstep: Class 4 contains 331396 members 
Mstep: Class 6 contains 19451 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 10 contains 22169 members 
Mstep: Class 15 contains 2615 members 
Mstep: Class 18 contains 63521 members 
Mstep: Class 19 contains 39280 members 
Mstep: Class 21 contains 2068 members 
Mstep: Class 23 contains 17128 members 
Mstep: Class 24 contains 16834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523016.000000 Penalty: 28115.259766
Iteration 56Q: 14 clusters Score -5.452302e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 46752 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 330808 members 
Mstep: Class 6 contains 19718 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 18 contains 63600 members 
Mstep: Class 19 contains 39300 members 
Mstep: Class 21 contains 2066 members 
Mstep: Class 23 contains 17146 members 
Mstep: Class 24 contains 17210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523180.000000 Penalty: 28115.259766
Iteration 57Q: 14 clusters Score -5.452318e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 46806 members 
Mstep: Class 3 contains 27882 members 
Mstep: Class 4 contains 330279 members 
Mstep: Class 6 contains 19950 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 10 contains 21958 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 18 contains 63660 members 
Mstep: Class 19 contains 39326 members 
Mstep: Class 21 contains 2070 members 
Mstep: Class 23 contains 17170 members 
Mstep: Class 24 contains 17559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523504.000000 Penalty: 28115.259766
Iteration 58Q: 14 clusters Score -5.45235e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 46858 members 
Mstep: Class 3 contains 27869 members 
Mstep: Class 4 contains 329830 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 10 contains 21885 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 18 contains 63695 members 
Mstep: Class 19 contains 39333 members 
Mstep: Class 21 contains 2071 members 
Mstep: Class 23 contains 17212 members 
Mstep: Class 24 contains 17842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523560.000000 Penalty: 28115.259766
Iteration 59Q: 14 clusters Score -5.452356e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 46907 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 329398 members 
Mstep: Class 6 contains 20336 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 10 contains 21809 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 63731 members 
Mstep: Class 19 contains 39342 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 23 contains 17250 members 
Mstep: Class 24 contains 18120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54523700.000000 Penalty: 28115.259766
Iteration 60F: 14 clusters Score -5.45237e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 46944 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 328984 members 
Mstep: Class 6 contains 20499 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 10 contains 21725 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 18 contains 63755 members 
Mstep: Class 19 contains 39350 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 17283 members 
Mstep: Class 24 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524020.000000 Penalty: 28115.259766
Iteration 61Q: 14 clusters Score -5.452402e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 46975 members 
Mstep: Class 3 contains 27882 members 
Mstep: Class 4 contains 328669 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 10 contains 21644 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 18 contains 63776 members 
Mstep: Class 19 contains 39349 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 23 contains 17313 members 
Mstep: Class 24 contains 18683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524100.000000 Penalty: 28115.259766
Iteration 62Q: 14 clusters Score -5.45241e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 46991 members 
Mstep: Class 3 contains 27887 members 
Mstep: Class 4 contains 328340 members 
Mstep: Class 6 contains 20729 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 10 contains 21586 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 18 contains 63785 members 
Mstep: Class 19 contains 39341 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 17354 members 
Mstep: Class 24 contains 18964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524280.000000 Penalty: 28115.259766
Iteration 63Q: 14 clusters Score -5.452428e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 46984 members 
Mstep: Class 3 contains 27902 members 
Mstep: Class 4 contains 328050 members 
Mstep: Class 6 contains 20820 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 10 contains 21537 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 18 contains 63776 members 
Mstep: Class 19 contains 39352 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 23 contains 17396 members 
Mstep: Class 24 contains 19236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524396.000000 Penalty: 28115.259766
Iteration 64Q: 14 clusters Score -5.45244e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 46981 members 
Mstep: Class 3 contains 27905 members 
Mstep: Class 4 contains 327808 members 
Mstep: Class 6 contains 20894 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 10 contains 21506 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 18 contains 63745 members 
Mstep: Class 19 contains 39363 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 23 contains 17432 members 
Mstep: Class 24 contains 19496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524572.000000 Penalty: 28115.259766
Iteration 65Q: 14 clusters Score -5.452457e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 46977 members 
Mstep: Class 3 contains 27910 members 
Mstep: Class 4 contains 327603 members 
Mstep: Class 6 contains 20954 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 10 contains 21485 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 18 contains 63706 members 
Mstep: Class 19 contains 39361 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 19735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524612.000000 Penalty: 28115.259766
Iteration 66Q: 14 clusters Score -5.452461e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 46964 members 
Mstep: Class 3 contains 27916 members 
Mstep: Class 4 contains 327394 members 
Mstep: Class 6 contains 21003 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 10 contains 21457 members 
Mstep: Class 15 contains 2475 members 
Mstep: Class 18 contains 63688 members 
Mstep: Class 19 contains 39362 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 17509 members 
Mstep: Class 24 contains 19968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524688.000000 Penalty: 28115.259766
Iteration 67Q: 14 clusters Score -5.452469e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 46945 members 
Mstep: Class 3 contains 27932 members 
Mstep: Class 4 contains 327217 members 
Mstep: Class 6 contains 21044 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 10 contains 21423 members 
Mstep: Class 15 contains 2474 members 
Mstep: Class 18 contains 63675 members 
Mstep: Class 19 contains 39368 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 23 contains 17539 members 
Mstep: Class 24 contains 20176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524888.000000 Penalty: 28115.259766
Iteration 68Q: 14 clusters Score -5.452489e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 46932 members 
Mstep: Class 3 contains 27943 members 
Mstep: Class 4 contains 327026 members 
Mstep: Class 6 contains 21100 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 10 contains 21407 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 18 contains 63670 members 
Mstep: Class 19 contains 39377 members 
Mstep: Class 21 contains 2100 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 20360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54524988.000000 Penalty: 28115.259766
Iteration 69Q: 14 clusters Score -5.452499e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 46922 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 326887 members 
Mstep: Class 6 contains 21155 members 
Mstep: Class 8 contains 4170 members 
Mstep: Class 10 contains 21374 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 18 contains 63642 members 
Mstep: Class 19 contains 39378 members 
Mstep: Class 21 contains 2100 members 
Mstep: Class 23 contains 17615 members 
Mstep: Class 24 contains 20532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525136.000000 Penalty: 28115.259766
Iteration 70Q: 14 clusters Score -5.452514e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 46909 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 326744 members 
Mstep: Class 6 contains 21203 members 
Mstep: Class 8 contains 4138 members 
Mstep: Class 10 contains 21364 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 18 contains 63609 members 
Mstep: Class 19 contains 39386 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 23 contains 17643 members 
Mstep: Class 24 contains 20711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525316.000000 Penalty: 28115.259766
Iteration 71Q: 14 clusters Score -5.452532e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 46896 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 326596 members 
Mstep: Class 6 contains 21244 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 10 contains 21368 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 18 contains 63578 members 
Mstep: Class 19 contains 39385 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 23 contains 17677 members 
Mstep: Class 24 contains 20883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525452.000000 Penalty: 28115.259766
Iteration 72Q: 14 clusters Score -5.452545e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 46875 members 
Mstep: Class 3 contains 27980 members 
Mstep: Class 4 contains 326461 members 
Mstep: Class 6 contains 21277 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 10 contains 21370 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 18 contains 63556 members 
Mstep: Class 19 contains 39389 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 23 contains 17705 members 
Mstep: Class 24 contains 21047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525612.000000 Penalty: 28115.259766
Iteration 73Q: 14 clusters Score -5.452561e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 46866 members 
Mstep: Class 3 contains 27989 members 
Mstep: Class 4 contains 326375 members 
Mstep: Class 6 contains 21301 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 10 contains 21367 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 18 contains 63531 members 
Mstep: Class 19 contains 39396 members 
Mstep: Class 21 contains 2102 members 
Mstep: Class 23 contains 17731 members 
Mstep: Class 24 contains 21182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525732.000000 Penalty: 28115.259766
Iteration 74Q: 14 clusters Score -5.452573e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 46852 members 
Mstep: Class 3 contains 28000 members 
Mstep: Class 4 contains 326273 members 
Mstep: Class 6 contains 21321 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 10 contains 21362 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 18 contains 63500 members 
Mstep: Class 19 contains 39405 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 23 contains 17751 members 
Mstep: Class 24 contains 21329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525792.000000 Penalty: 28115.259766
Iteration 75Q: 14 clusters Score -5.452579e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 46840 members 
Mstep: Class 3 contains 28007 members 
Mstep: Class 4 contains 326176 members 
Mstep: Class 6 contains 21336 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 10 contains 21372 members 
Mstep: Class 15 contains 2455 members 
Mstep: Class 18 contains 63478 members 
Mstep: Class 19 contains 39414 members 
Mstep: Class 21 contains 2112 members 
Mstep: Class 23 contains 17777 members 
Mstep: Class 24 contains 21464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525868.000000 Penalty: 28115.259766
Iteration 76Q: 14 clusters Score -5.452587e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 46827 members 
Mstep: Class 3 contains 28011 members 
Mstep: Class 4 contains 326094 members 
Mstep: Class 6 contains 21360 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 10 contains 21375 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 18 contains 63446 members 
Mstep: Class 19 contains 39421 members 
Mstep: Class 21 contains 2111 members 
Mstep: Class 23 contains 17808 members 
Mstep: Class 24 contains 21586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54525972.000000 Penalty: 28115.259766
Iteration 77Q: 14 clusters Score -5.452597e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 46818 members 
Mstep: Class 3 contains 28015 members 
Mstep: Class 4 contains 326035 members 
Mstep: Class 6 contains 21382 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 10 contains 21376 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 18 contains 63412 members 
Mstep: Class 19 contains 39429 members 
Mstep: Class 21 contains 2113 members 
Mstep: Class 23 contains 17837 members 
Mstep: Class 24 contains 21683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526060.000000 Penalty: 28115.259766
Iteration 78Q: 14 clusters Score -5.452606e+07 nChanged 421
Entering ConstructFrom: 
Score: -54526060.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (8190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Entering Unmasked Estep 
Score: -732906.187500 Penalty: 1464.233643
	Iteration 0F: 2 clusters Score -732906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -726843.375000 Penalty: 2928.467285
	Iteration 0F: 3 clusters Score -726843.4 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -728657.625000 Penalty: 2928.467285
	Iteration 1F: 3 clusters Score -728657.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -728840.187500 Penalty: 2928.467285
	Iteration 2F: 3 clusters Score -728840.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -728974.687500 Penalty: 2928.467285
	Iteration 3Q: 3 clusters Score -728974.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -729108.250000 Penalty: 2928.467285
	Iteration 4Q: 3 clusters Score -729108.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -729239.812500 Penalty: 2928.467285
	Iteration 5Q: 3 clusters Score -729239.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -729414.250000 Penalty: 2928.467285
	Iteration 6Q: 3 clusters Score -729414.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -729639.000000 Penalty: 2928.467285
	Iteration 7Q: 3 clusters Score -729639 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -729901.687500 Penalty: 2928.467285
	Iteration 8Q: 3 clusters Score -729901.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -730202.750000 Penalty: 2928.467285
	Iteration 9Q: 3 clusters Score -730202.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -730545.625000 Penalty: 2928.467285
	Iteration 10Q: 3 clusters Score -730545.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -730877.687500 Penalty: 2928.467285
	Iteration 11Q: 3 clusters Score -730877.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -731135.750000 Penalty: 2928.467285
	Iteration 12Q: 3 clusters Score -731135.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -731293.437500 Penalty: 2928.467285
	Iteration 13Q: 3 clusters Score -731293.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -731410.062500 Penalty: 2928.467285
	Iteration 14Q: 3 clusters Score -731410.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -731477.250000 Penalty: 2928.467285
	Iteration 15Q: 3 clusters Score -731477.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -731526.062500 Penalty: 2928.467285
	Iteration 16Q: 3 clusters Score -731526.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -731559.312500 Penalty: 2928.467285
	Iteration 17Q: 3 clusters Score -731559.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -731583.812500 Penalty: 2928.467285
	Iteration 18Q: 3 clusters Score -731583.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -731601.375000 Penalty: 2928.467285
	Iteration 19Q: 3 clusters Score -731601.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -731619.375000 Penalty: 2928.467285
	Iteration 20F: 3 clusters Score -731619.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -731632.375000 Penalty: 2928.467285
	Iteration 21Q: 3 clusters Score -731632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -731639.250000 Penalty: 2928.467285
	Iteration 22Q: 3 clusters Score -731639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -731648.875000 Penalty: 2928.467285
	Iteration 23Q: 3 clusters Score -731648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -731654.937500 Penalty: 2928.467285
	Iteration 24Q: 3 clusters Score -731654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -731658.500000 Penalty: 2928.467285
	Iteration 25Q: 3 clusters Score -731658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -731660.625000 Penalty: 2928.467285
	Iteration 26Q: 3 clusters Score -731660.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -731667.875000 Penalty: 2928.467285
	Iteration 27Q: 3 clusters Score -731667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -731675.062500 Penalty: 2928.467285
	Iteration 28Q: 3 clusters Score -731675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -731678.000000 Penalty: 2928.467285
	Iteration 29Q: 3 clusters Score -731678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -731680.562500 Penalty: 2928.467285
	Iteration 30Q: 3 clusters Score -731680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -731683.375000 Penalty: 2928.467285
	Iteration 31Q: 3 clusters Score -731683.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -731683.375000 Penalty: 2928.467285
	Iteration 32F: 3 clusters Score -731683.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Entering Unmasked Estep 
Score: -4363462.000000 Penalty: 1747.469727
	Iteration 0F: 2 clusters Score -4363462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -4332277.000000 Penalty: 3494.939453
	Iteration 0F: 3 clusters Score -4332277 nChanged 21806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -4344339.500000 Penalty: 3494.939453
	Iteration 1F: 3 clusters Score -4344340 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4344735.500000 Penalty: 3494.939453
	Iteration 2Q: 3 clusters Score -4344736 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -4345204.500000 Penalty: 3494.939453
	Iteration 3Q: 3 clusters Score -4345204 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4345829.000000 Penalty: 3494.939453
	Iteration 4Q: 3 clusters Score -4345829 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4346668.000000 Penalty: 3494.939453
	Iteration 5Q: 3 clusters Score -4346668 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -4347781.500000 Penalty: 3494.939453
	Iteration 6Q: 3 clusters Score -4347782 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -4349255.500000 Penalty: 3494.939453
	Iteration 7F: 3 clusters Score -4349256 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4351059.000000 Penalty: 3494.939453
	Iteration 8F: 3 clusters Score -4351059 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4353152.500000 Penalty: 3494.939453
	Iteration 9F: 3 clusters Score -4353152 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4355385.000000 Penalty: 3494.939453
	Iteration 10F: 3 clusters Score -4355385 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4356918.000000 Penalty: 3494.939453
	Iteration 11F: 3 clusters Score -4356918 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4357651.000000 Penalty: 3494.939453
	Iteration 12Q: 3 clusters Score -4357651 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4358092.000000 Penalty: 3494.939453
	Iteration 13Q: 3 clusters Score -4358092 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4358486.500000 Penalty: 3494.939453
	Iteration 14Q: 3 clusters Score -4358486 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4358852.000000 Penalty: 3494.939453
	Iteration 15Q: 3 clusters Score -4358852 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4359184.000000 Penalty: 3494.939453
	Iteration 16Q: 3 clusters Score -4359184 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4359502.000000 Penalty: 3494.939453
	Iteration 17Q: 3 clusters Score -4359502 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -4359747.500000 Penalty: 3494.939453
	Iteration 18Q: 3 clusters Score -4359748 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4359961.000000 Penalty: 3494.939453
	Iteration 19Q: 3 clusters Score -4359961 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4360136.000000 Penalty: 3494.939453
	Iteration 20F: 3 clusters Score -4360136 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4360307.500000 Penalty: 3494.939453
	Iteration 21Q: 3 clusters Score -4360308 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -4360421.500000 Penalty: 3494.939453
	Iteration 22Q: 3 clusters Score -4360422 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4360531.500000 Penalty: 3494.939453
	Iteration 23Q: 3 clusters Score -4360532 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4360624.000000 Penalty: 3494.939453
	Iteration 24Q: 3 clusters Score -4360624 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4360721.000000 Penalty: 3494.939453
	Iteration 25Q: 3 clusters Score -4360721 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4360840.500000 Penalty: 3494.939453
	Iteration 26Q: 3 clusters Score -4360840 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -4360945.000000 Penalty: 3494.939453
	Iteration 27Q: 3 clusters Score -4360945 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4361034.000000 Penalty: 3494.939453
	Iteration 28Q: 3 clusters Score -4361034 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -4361140.000000 Penalty: 3494.939453
	Iteration 29Q: 3 clusters Score -4361140 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -4361228.000000 Penalty: 3494.939453
	Iteration 30Q: 3 clusters Score -4361228 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4361299.000000 Penalty: 3494.939453
	Iteration 31Q: 3 clusters Score -4361299 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4361349.500000 Penalty: 3494.939453
	Iteration 32Q: 3 clusters Score -4361350 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4361395.000000 Penalty: 3494.939453
	Iteration 33Q: 3 clusters Score -4361395 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4361460.500000 Penalty: 3494.939453
	Iteration 34Q: 3 clusters Score -4361460 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4361526.500000 Penalty: 3494.939453
	Iteration 35Q: 3 clusters Score -4361526 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4361581.000000 Penalty: 3494.939453
	Iteration 36Q: 3 clusters Score -4361581 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4361639.000000 Penalty: 3494.939453
	Iteration 37Q: 3 clusters Score -4361639 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4361683.500000 Penalty: 3494.939453
	Iteration 38Q: 3 clusters Score -4361684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4361752.000000 Penalty: 3494.939453
	Iteration 39Q: 3 clusters Score -4361752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -4361802.500000 Penalty: 3494.939453
	Iteration 40F: 3 clusters Score -4361802 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4361810.000000 Penalty: 3494.939453
	Iteration 41Q: 3 clusters Score -4361810 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4361859.000000 Penalty: 3494.939453
	Iteration 42Q: 3 clusters Score -4361859 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4361881.000000 Penalty: 3494.939453
	Iteration 43Q: 3 clusters Score -4361881 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4361903.500000 Penalty: 3494.939453
	Iteration 44Q: 3 clusters Score -4361904 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -4361926.000000 Penalty: 3494.939453
	Iteration 45Q: 3 clusters Score -4361926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -4361945.000000 Penalty: 3494.939453
	Iteration 46Q: 3 clusters Score -4361945 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4361969.000000 Penalty: 3494.939453
	Iteration 47Q: 3 clusters Score -4361969 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4361997.000000 Penalty: 3494.939453
	Iteration 48Q: 3 clusters Score -4361997 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4362024.500000 Penalty: 3494.939453
	Iteration 49Q: 3 clusters Score -4362024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4362054.000000 Penalty: 3494.939453
	Iteration 50Q: 3 clusters Score -4362054 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4362081.000000 Penalty: 3494.939453
	Iteration 51Q: 3 clusters Score -4362081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4362094.000000 Penalty: 3494.939453
	Iteration 52Q: 3 clusters Score -4362094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4362104.500000 Penalty: 3494.939453
	Iteration 53Q: 3 clusters Score -4362104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4362101.500000 Penalty: 3494.939453
	Iteration 54Q: 3 clusters Score -4362102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4362115.500000 Penalty: 3494.939453
	Iteration 55Q: 3 clusters Score -4362116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4362121.500000 Penalty: 3494.939453
	Iteration 56Q: 3 clusters Score -4362122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4362147.500000 Penalty: 3494.939453
	Iteration 57Q: 3 clusters Score -4362148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4362155.500000 Penalty: 3494.939453
	Iteration 58Q: 3 clusters Score -4362156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4362165.000000 Penalty: 3494.939453
	Iteration 59Q: 3 clusters Score -4362165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4362179.000000 Penalty: 3494.939453
	Iteration 60F: 3 clusters Score -4362179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4362193.000000 Penalty: 3494.939453
	Iteration 61Q: 3 clusters Score -4362193 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4362214.000000 Penalty: 3494.939453
	Iteration 62Q: 3 clusters Score -4362214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4362222.000000 Penalty: 3494.939453
	Iteration 63Q: 3 clusters Score -4362222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4362232.500000 Penalty: 3494.939453
	Iteration 64Q: 3 clusters Score -4362232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4362230.500000 Penalty: 3494.939453
	Iteration 65Q: 3 clusters Score -4362230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4362231.500000 Penalty: 3494.939453
	Iteration 66Q: 3 clusters Score -4362232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4362243.500000 Penalty: 3494.939453
	Iteration 67Q: 3 clusters Score -4362244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4362242.500000 Penalty: 3494.939453
	Iteration 68Q: 3 clusters Score -4362242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4362260.500000 Penalty: 3494.939453
	Iteration 69Q: 3 clusters Score -4362260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4362263.500000 Penalty: 3494.939453
	Iteration 70Q: 3 clusters Score -4362264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4362280.000000 Penalty: 3494.939453
	Iteration 71Q: 3 clusters Score -4362280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4362284.500000 Penalty: 3494.939453
	Iteration 72Q: 3 clusters Score -4362284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4362286.000000 Penalty: 3494.939453
	Iteration 73Q: 3 clusters Score -4362286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4362287.500000 Penalty: 3494.939453
	Iteration 74Q: 3 clusters Score -4362288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4362299.500000 Penalty: 3494.939453
	Iteration 75Q: 3 clusters Score -4362300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4362302.500000 Penalty: 3494.939453
	Iteration 76Q: 3 clusters Score -4362302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4362312.000000 Penalty: 3494.939453
	Iteration 77Q: 3 clusters Score -4362312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4362311.500000 Penalty: 3494.939453
	Iteration 78Q: 3 clusters Score -4362312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4362323.000000 Penalty: 3494.939453
	Iteration 79Q: 3 clusters Score -4362323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4362325.500000 Penalty: 3494.939453
	Iteration 80F: 3 clusters Score -4362326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4362319.000000 Penalty: 3494.939453
	Iteration 81Q: 3 clusters Score -4362319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4362319.000000 Penalty: 3494.939453
	Iteration 82Q: 3 clusters Score -4362319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4362320.000000 Penalty: 3494.939453
	Iteration 83Q: 3 clusters Score -4362320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4362322.500000 Penalty: 3494.939453
	Iteration 84Q: 3 clusters Score -4362322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4362316.500000 Penalty: 3494.939453
	Iteration 85Q: 3 clusters Score -4362316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4362320.500000 Penalty: 3494.939453
	Iteration 86Q: 3 clusters Score -4362320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4362321.500000 Penalty: 3494.939453
	Iteration 87Q: 3 clusters Score -4362322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4362322.000000 Penalty: 3494.939453
	Iteration 88Q: 3 clusters Score -4362322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4362328.000000 Penalty: 3494.939453
	Iteration 89Q: 3 clusters Score -4362328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4362332.000000 Penalty: 3494.939453
	Iteration 90Q: 3 clusters Score -4362332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4362338.000000 Penalty: 3494.939453
	Iteration 91Q: 3 clusters Score -4362338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4362341.000000 Penalty: 3494.939453
	Iteration 92Q: 3 clusters Score -4362341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4362344.500000 Penalty: 3494.939453
	Iteration 93Q: 3 clusters Score -4362344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4362348.000000 Penalty: 3494.939453
	Iteration 94Q: 3 clusters Score -4362348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4362347.000000 Penalty: 3494.939453
	Iteration 95Q: 3 clusters Score -4362347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4362351.000000 Penalty: 3494.939453
	Iteration 96Q: 3 clusters Score -4362351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4362352.500000 Penalty: 3494.939453
	Iteration 97Q: 3 clusters Score -4362352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4362351.500000 Penalty: 3494.939453
	Iteration 98Q: 3 clusters Score -4362352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4362350.500000 Penalty: 3494.939453
	Iteration 99Q: 3 clusters Score -4362350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4362351.500000 Penalty: 3494.939453
	Iteration 100F: 3 clusters Score -4362352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4362349.500000 Penalty: 3494.939453
	Iteration 101Q: 3 clusters Score -4362350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4362352.000000 Penalty: 3494.939453
	Iteration 102Q: 3 clusters Score -4362352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4362350.000000 Penalty: 3494.939453
	Iteration 103Q: 3 clusters Score -4362350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4362353.000000 Penalty: 3494.939453
	Iteration 104Q: 3 clusters Score -4362353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4362353.500000 Penalty: 3494.939453
	Iteration 105Q: 3 clusters Score -4362354 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4362353.500000 Penalty: 3494.939453
	Iteration 106F: 3 clusters Score -4362354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28020 members 
Entering Unmasked Estep 
Score: -2633381.000000 Penalty: 1664.109497
	Iteration 0F: 2 clusters Score -2633381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2614515.250000 Penalty: 3328.218994
	Iteration 0F: 3 clusters Score -2614515 nChanged 12752
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2621640.750000 Penalty: 3328.218994
	Iteration 1F: 3 clusters Score -2621641 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2622114.000000 Penalty: 3328.218994
	Iteration 2Q: 3 clusters Score -2622114 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2622677.250000 Penalty: 3328.218994
	Iteration 3F: 3 clusters Score -2622677 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2623493.250000 Penalty: 3328.218994
	Iteration 4F: 3 clusters Score -2623493 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2624722.750000 Penalty: 3328.218994
	Iteration 5F: 3 clusters Score -2624723 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2626391.250000 Penalty: 3328.218994
	Iteration 6F: 3 clusters Score -2626391 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2628181.750000 Penalty: 3328.218994
	Iteration 7F: 3 clusters Score -2628182 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2629617.250000 Penalty: 3328.218994
	Iteration 8F: 3 clusters Score -2629617 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2630504.500000 Penalty: 3328.218994
	Iteration 9Q: 3 clusters Score -2630504 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -2630988.750000 Penalty: 3328.218994
	Iteration 10Q: 3 clusters Score -2630989 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2631263.000000 Penalty: 3328.218994
	Iteration 11Q: 3 clusters Score -2631263 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -2631452.250000 Penalty: 3328.218994
	Iteration 12Q: 3 clusters Score -2631452 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -2631557.500000 Penalty: 3328.218994
	Iteration 13Q: 3 clusters Score -2631558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -2631643.000000 Penalty: 3328.218994
	Iteration 14Q: 3 clusters Score -2631643 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -2631700.500000 Penalty: 3328.218994
	Iteration 15Q: 3 clusters Score -2631700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -2631755.500000 Penalty: 3328.218994
	Iteration 16Q: 3 clusters Score -2631756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -2631804.500000 Penalty: 3328.218994
	Iteration 17Q: 3 clusters Score -2631804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -2631834.750000 Penalty: 3328.218994
	Iteration 18Q: 3 clusters Score -2631835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2631852.000000 Penalty: 3328.218994
	Iteration 19Q: 3 clusters Score -2631852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -2631864.500000 Penalty: 3328.218994
	Iteration 20F: 3 clusters Score -2631864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -2631884.750000 Penalty: 3328.218994
	Iteration 21Q: 3 clusters Score -2631885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -2631898.750000 Penalty: 3328.218994
	Iteration 22Q: 3 clusters Score -2631899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -2631905.250000 Penalty: 3328.218994
	Iteration 23Q: 3 clusters Score -2631905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -2631910.750000 Penalty: 3328.218994
	Iteration 24Q: 3 clusters Score -2631911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -2631909.000000 Penalty: 3328.218994
	Iteration 25Q: 3 clusters Score -2631909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2631914.750000 Penalty: 3328.218994
	Iteration 26Q: 3 clusters Score -2631915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -2631914.750000 Penalty: 3328.218994
	Iteration 27Q: 3 clusters Score -2631915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -2631916.750000 Penalty: 3328.218994
	Iteration 28Q: 3 clusters Score -2631917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -2631922.750000 Penalty: 3328.218994
	Iteration 29Q: 3 clusters Score -2631923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -2631919.000000 Penalty: 3328.218994
	Iteration 30Q: 3 clusters Score -2631919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2631925.250000 Penalty: 3328.218994
	Iteration 31Q: 3 clusters Score -2631925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2631927.750000 Penalty: 3328.218994
	Iteration 32Q: 3 clusters Score -2631928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2631929.500000 Penalty: 3328.218994
	Iteration 33Q: 3 clusters Score -2631930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -2631926.750000 Penalty: 3328.218994
	Iteration 34Q: 3 clusters Score -2631927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -2631930.500000 Penalty: 3328.218994
	Iteration 35Q: 3 clusters Score -2631930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -2631930.500000 Penalty: 3328.218994
	Iteration 36F: 3 clusters Score -2631930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (325992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325992 members 
Entering Unmasked Estep 
Score: -29810974.000000 Penalty: 2062.876953
	Iteration 0F: 2 clusters Score -2.981097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162474 members 
Mstep: Class 2 contains 163518 members 
Entering Unmasked Estep 
Score: -29602586.000000 Penalty: 4125.753906
	Iteration 0F: 3 clusters Score -2.960259e+07 nChanged 159472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 174928 members 
Entering Unmasked Estep 
Score: -29700038.000000 Penalty: 4125.753906
	Iteration 1F: 3 clusters Score -2.970004e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144015 members 
Mstep: Class 2 contains 181977 members 
Entering Unmasked Estep 
Score: -29703770.000000 Penalty: 4125.753906
	Iteration 2Q: 3 clusters Score -2.970377e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133233 members 
Mstep: Class 2 contains 192759 members 
Entering Unmasked Estep 
Score: -29710768.000000 Penalty: 4125.753906
	Iteration 3Q: 3 clusters Score -2.971077e+07 nChanged 18074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 207877 members 
Entering Unmasked Estep 
Score: -29722320.000000 Penalty: 4125.753906
	Iteration 4F: 3 clusters Score -2.972232e+07 nChanged 21309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 226412 members 
Entering Unmasked Estep 
Score: -29738412.000000 Penalty: 4125.753906
	Iteration 5F: 3 clusters Score -2.973841e+07 nChanged 21803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 245659 members 
Entering Unmasked Estep 
Score: -29756134.000000 Penalty: 4125.753906
	Iteration 6F: 3 clusters Score -2.975613e+07 nChanged 19771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 263172 members 
Entering Unmasked Estep 
Score: -29772378.000000 Penalty: 4125.753906
	Iteration 7F: 3 clusters Score -2.977238e+07 nChanged 15533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 276873 members 
Entering Unmasked Estep 
Score: -29784430.000000 Penalty: 4125.753906
	Iteration 8Q: 3 clusters Score -2.978443e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 287063 members 
Entering Unmasked Estep 
Score: -29792522.000000 Penalty: 4125.753906
	Iteration 9Q: 3 clusters Score -2.979252e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 295014 members 
Entering Unmasked Estep 
Score: -29798650.000000 Penalty: 4125.753906
	Iteration 10Q: 3 clusters Score -2.979865e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 301733 members 
Entering Unmasked Estep 
Score: -29802288.000000 Penalty: 4125.753906
	Iteration 11Q: 3 clusters Score -2.980229e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 307134 members 
Entering Unmasked Estep 
Score: -29804762.000000 Penalty: 4125.753906
	Iteration 12Q: 3 clusters Score -2.980476e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 311358 members 
Entering Unmasked Estep 
Score: -29806222.000000 Penalty: 4125.753906
	Iteration 13Q: 3 clusters Score -2.980622e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 314698 members 
Entering Unmasked Estep 
Score: -29807320.000000 Penalty: 4125.753906
	Iteration 14Q: 3 clusters Score -2.980732e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 317280 members 
Entering Unmasked Estep 
Score: -29807660.000000 Penalty: 4125.753906
	Iteration 15Q: 3 clusters Score -2.980766e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 319310 members 
Entering Unmasked Estep 
Score: -29807978.000000 Penalty: 4125.753906
	Iteration 16Q: 3 clusters Score -2.980798e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 320840 members 
Entering Unmasked Estep 
Score: -29808376.000000 Penalty: 4125.753906
	Iteration 17Q: 3 clusters Score -2.980838e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 321982 members 
Entering Unmasked Estep 
Score: -29808698.000000 Penalty: 4125.753906
	Iteration 18Q: 3 clusters Score -2.98087e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 322848 members 
Entering Unmasked Estep 
Score: -29808854.000000 Penalty: 4125.753906
	Iteration 19Q: 3 clusters Score -2.980885e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 323502 members 
Entering Unmasked Estep 
Score: -29809064.000000 Penalty: 4125.753906
	Iteration 20F: 3 clusters Score -2.980906e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 323938 members 
Entering Unmasked Estep 
Score: -29809124.000000 Penalty: 4125.753906
	Iteration 21Q: 3 clusters Score -2.980912e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 324239 members 
Entering Unmasked Estep 
Score: -29809148.000000 Penalty: 4125.753906
	Iteration 22Q: 3 clusters Score -2.980915e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 324474 members 
Entering Unmasked Estep 
Score: -29809204.000000 Penalty: 4125.753906
	Iteration 23Q: 3 clusters Score -2.98092e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 324611 members 
Entering Unmasked Estep 
Score: -29809228.000000 Penalty: 4125.753906
	Iteration 24Q: 3 clusters Score -2.980923e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 324705 members 
Entering Unmasked Estep 
Score: -29809272.000000 Penalty: 4125.753906
	Iteration 25Q: 3 clusters Score -2.980927e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 324804 members 
Entering Unmasked Estep 
Score: -29809258.000000 Penalty: 4125.753906
	Iteration 26Q: 3 clusters Score -2.980926e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 324882 members 
Entering Unmasked Estep 
Score: -29809334.000000 Penalty: 4125.753906
	Iteration 27Q: 3 clusters Score -2.980933e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 324942 members 
Entering Unmasked Estep 
Score: -29809346.000000 Penalty: 4125.753906
	Iteration 28Q: 3 clusters Score -2.980935e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 324994 members 
Entering Unmasked Estep 
Score: -29809348.000000 Penalty: 4125.753906
	Iteration 29Q: 3 clusters Score -2.980935e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 325032 members 
Entering Unmasked Estep 
Score: -29809374.000000 Penalty: 4125.753906
	Iteration 30Q: 3 clusters Score -2.980937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 325068 members 
Entering Unmasked Estep 
Score: -29809352.000000 Penalty: 4125.753906
	Iteration 31Q: 3 clusters Score -2.980935e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 325108 members 
Entering Unmasked Estep 
Score: -29809330.000000 Penalty: 4125.753906
	Iteration 32Q: 3 clusters Score -2.980933e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 325139 members 
Entering Unmasked Estep 
Score: -29809350.000000 Penalty: 4125.753906
	Iteration 33Q: 3 clusters Score -2.980935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 325158 members 
Entering Unmasked Estep 
Score: -29809388.000000 Penalty: 4125.753906
	Iteration 34Q: 3 clusters Score -2.980939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 325171 members 
Entering Unmasked Estep 
Score: -29809408.000000 Penalty: 4125.753906
	Iteration 35Q: 3 clusters Score -2.980941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 325183 members 
Entering Unmasked Estep 
Score: -29809398.000000 Penalty: 4125.753906
	Iteration 36Q: 3 clusters Score -2.98094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 325196 members 
Entering Unmasked Estep 
Score: -29809392.000000 Penalty: 4125.753906
	Iteration 37Q: 3 clusters Score -2.980939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 325203 members 
Entering Unmasked Estep 
Score: -29809410.000000 Penalty: 4125.753906
	Iteration 38Q: 3 clusters Score -2.980941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 325209 members 
Entering Unmasked Estep 
Score: -29809418.000000 Penalty: 4125.753906
	Iteration 39Q: 3 clusters Score -2.980942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 325213 members 
Entering Unmasked Estep 
Score: -29809416.000000 Penalty: 4125.753906
	Iteration 40F: 3 clusters Score -2.980942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 325219 members 
Entering Unmasked Estep 
Score: -29809440.000000 Penalty: 4125.753906
	Iteration 41Q: 3 clusters Score -2.980944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 325223 members 
Entering Unmasked Estep 
Score: -29809420.000000 Penalty: 4125.753906
	Iteration 42Q: 3 clusters Score -2.980942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 325233 members 
Entering Unmasked Estep 
Score: -29809400.000000 Penalty: 4125.753906
	Iteration 43Q: 3 clusters Score -2.98094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 325238 members 
Entering Unmasked Estep 
Score: -29809408.000000 Penalty: 4125.753906
	Iteration 44Q: 3 clusters Score -2.980941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 325241 members 
Entering Unmasked Estep 
Score: -29809410.000000 Penalty: 4125.753906
	Iteration 45Q: 3 clusters Score -2.980941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 325241 members 
Entering Unmasked Estep 
Score: -29809394.000000 Penalty: 4125.753906
	Iteration 46Q: 3 clusters Score -2.980939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 325243 members 
Entering Unmasked Estep 
Score: -29809398.000000 Penalty: 4125.753906
	Iteration 47Q: 3 clusters Score -2.98094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 325242 members 
Entering Unmasked Estep 
Score: -29809408.000000 Penalty: 4125.753906
	Iteration 48Q: 3 clusters Score -2.980941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 325243 members 
Entering Unmasked Estep 
Score: -29809394.000000 Penalty: 4125.753906
	Iteration 49Q: 3 clusters Score -2.980939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 325245 members 
Entering Unmasked Estep 
Score: -29809392.000000 Penalty: 4125.753906
	Iteration 50Q: 3 clusters Score -2.980939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 325245 members 
Entering Unmasked Estep 
Score: -29809380.000000 Penalty: 4125.753906
	Iteration 51Q: 3 clusters Score -2.980938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 325249 members 
Entering Unmasked Estep 
Score: -29809392.000000 Penalty: 4125.753906
	Iteration 52Q: 3 clusters Score -2.980939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 325254 members 
Entering Unmasked Estep 
Score: -29809416.000000 Penalty: 4125.753906
	Iteration 53Q: 3 clusters Score -2.980942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 325261 members 
Entering Unmasked Estep 
Score: -29809418.000000 Penalty: 4125.753906
	Iteration 54Q: 3 clusters Score -2.980942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 325268 members 
Entering Unmasked Estep 
Score: -29809440.000000 Penalty: 4125.753906
	Iteration 55Q: 3 clusters Score -2.980944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 325273 members 
Entering Unmasked Estep 
Score: -29809448.000000 Penalty: 4125.753906
	Iteration 56Q: 3 clusters Score -2.980945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 325277 members 
Entering Unmasked Estep 
Score: -29809460.000000 Penalty: 4125.753906
	Iteration 57Q: 3 clusters Score -2.980946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 325282 members 
Entering Unmasked Estep 
Score: -29809460.000000 Penalty: 4125.753906
	Iteration 58Q: 3 clusters Score -2.980946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 325283 members 
Entering Unmasked Estep 
Score: -29809456.000000 Penalty: 4125.753906
	Iteration 59Q: 3 clusters Score -2.980946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 325287 members 
Entering Unmasked Estep 
Score: -29809462.000000 Penalty: 4125.753906
	Iteration 60F: 3 clusters Score -2.980946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 325287 members 
Entering Unmasked Estep 
Score: -29809452.000000 Penalty: 4125.753906
	Iteration 61Q: 3 clusters Score -2.980945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 325287 members 
Entering Unmasked Estep 
Score: -29809454.000000 Penalty: 4125.753906
	Iteration 62Q: 3 clusters Score -2.980945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 325288 members 
Entering Unmasked Estep 
Score: -29809462.000000 Penalty: 4125.753906
	Iteration 63Q: 3 clusters Score -2.980946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 325288 members 
Entering Unmasked Estep 
Score: -29809462.000000 Penalty: 4125.753906
	Iteration 64F: 3 clusters Score -2.980946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Entering Unmasked Estep 
Score: -1995926.750000 Penalty: 1620.371948
	Iteration 0F: 2 clusters Score -1995927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1981308.500000 Penalty: 3240.743896
	Iteration 0F: 3 clusters Score -1981308 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1986602.000000 Penalty: 3240.743896
	Iteration 1F: 3 clusters Score -1986602 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1987037.250000 Penalty: 3240.743896
	Iteration 2Q: 3 clusters Score -1987037 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1987564.625000 Penalty: 3240.743896
	Iteration 3Q: 3 clusters Score -1987565 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1988412.250000 Penalty: 3240.743896
	Iteration 4F: 3 clusters Score -1988412 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1989785.000000 Penalty: 3240.743896
	Iteration 5F: 3 clusters Score -1989785 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1991521.000000 Penalty: 3240.743896
	Iteration 6F: 3 clusters Score -1991521 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1993063.625000 Penalty: 3240.743896
	Iteration 7F: 3 clusters Score -1993064 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1994042.000000 Penalty: 3240.743896
	Iteration 8Q: 3 clusters Score -1994042 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1994545.000000 Penalty: 3240.743896
	Iteration 9Q: 3 clusters Score -1994545 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1994756.000000 Penalty: 3240.743896
	Iteration 10Q: 3 clusters Score -1994756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1994853.750000 Penalty: 3240.743896
	Iteration 11Q: 3 clusters Score -1994854 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1994910.250000 Penalty: 3240.743896
	Iteration 12Q: 3 clusters Score -1994910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1994946.500000 Penalty: 3240.743896
	Iteration 13Q: 3 clusters Score -1994946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1994974.625000 Penalty: 3240.743896
	Iteration 14Q: 3 clusters Score -1994975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1995004.750000 Penalty: 3240.743896
	Iteration 15Q: 3 clusters Score -1995005 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1995025.125000 Penalty: 3240.743896
	Iteration 16Q: 3 clusters Score -1995025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1995047.000000 Penalty: 3240.743896
	Iteration 17Q: 3 clusters Score -1995047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1995056.000000 Penalty: 3240.743896
	Iteration 18Q: 3 clusters Score -1995056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1995077.125000 Penalty: 3240.743896
	Iteration 19Q: 3 clusters Score -1995077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1995088.375000 Penalty: 3240.743896
	Iteration 20F: 3 clusters Score -1995088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1995098.625000 Penalty: 3240.743896
	Iteration 21Q: 3 clusters Score -1995099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1995101.875000 Penalty: 3240.743896
	Iteration 22Q: 3 clusters Score -1995102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1995111.875000 Penalty: 3240.743896
	Iteration 23Q: 3 clusters Score -1995112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1995120.500000 Penalty: 3240.743896
	Iteration 24Q: 3 clusters Score -1995120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1995126.375000 Penalty: 3240.743896
	Iteration 25Q: 3 clusters Score -1995126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1995135.000000 Penalty: 3240.743896
	Iteration 26Q: 3 clusters Score -1995135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1995137.375000 Penalty: 3240.743896
	Iteration 27Q: 3 clusters Score -1995137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1995136.375000 Penalty: 3240.743896
	Iteration 28Q: 3 clusters Score -1995136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1995141.625000 Penalty: 3240.743896
	Iteration 29Q: 3 clusters Score -1995142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1995139.000000 Penalty: 3240.743896
	Iteration 30Q: 3 clusters Score -1995139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1995143.625000 Penalty: 3240.743896
	Iteration 31Q: 3 clusters Score -1995144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1995143.750000 Penalty: 3240.743896
	Iteration 32Q: 3 clusters Score -1995144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1995143.250000 Penalty: 3240.743896
	Iteration 33Q: 3 clusters Score -1995143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1995143.625000 Penalty: 3240.743896
	Iteration 34Q: 3 clusters Score -1995144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1995145.875000 Penalty: 3240.743896
	Iteration 35Q: 3 clusters Score -1995146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1995149.125000 Penalty: 3240.743896
	Iteration 36Q: 3 clusters Score -1995149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1995154.125000 Penalty: 3240.743896
	Iteration 37Q: 3 clusters Score -1995154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1995151.750000 Penalty: 3240.743896
	Iteration 38Q: 3 clusters Score -1995152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1995152.500000 Penalty: 3240.743896
	Iteration 39Q: 3 clusters Score -1995152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1995153.375000 Penalty: 3240.743896
	Iteration 40F: 3 clusters Score -1995153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1995150.625000 Penalty: 3240.743896
	Iteration 41Q: 3 clusters Score -1995151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1995151.500000 Penalty: 3240.743896
	Iteration 42Q: 3 clusters Score -1995152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1995153.750000 Penalty: 3240.743896
	Iteration 43Q: 3 clusters Score -1995154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1995156.000000 Penalty: 3240.743896
	Iteration 44Q: 3 clusters Score -1995156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1995154.250000 Penalty: 3240.743896
	Iteration 45Q: 3 clusters Score -1995154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1995155.375000 Penalty: 3240.743896
	Iteration 46Q: 3 clusters Score -1995155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1995157.000000 Penalty: 3240.743896
	Iteration 47Q: 3 clusters Score -1995157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1995157.500000 Penalty: 3240.743896
	Iteration 48Q: 3 clusters Score -1995158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1995156.250000 Penalty: 3240.743896
	Iteration 49Q: 3 clusters Score -1995156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1995154.125000 Penalty: 3240.743896
	Iteration 50Q: 3 clusters Score -1995154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1995158.500000 Penalty: 3240.743896
	Iteration 51Q: 3 clusters Score -1995158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1995159.125000 Penalty: 3240.743896
	Iteration 52Q: 3 clusters Score -1995159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1995164.625000 Penalty: 3240.743896
	Iteration 53Q: 3 clusters Score -1995165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1995164.500000 Penalty: 3240.743896
	Iteration 54Q: 3 clusters Score -1995164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1995163.000000 Penalty: 3240.743896
	Iteration 55Q: 3 clusters Score -1995163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1995164.500000 Penalty: 3240.743896
	Iteration 56Q: 3 clusters Score -1995164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1995167.375000 Penalty: 3240.743896
	Iteration 57Q: 3 clusters Score -1995167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1995170.125000 Penalty: 3240.743896
	Iteration 58Q: 3 clusters Score -1995170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1995172.750000 Penalty: 3240.743896
	Iteration 59Q: 3 clusters Score -1995173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1995171.875000 Penalty: 3240.743896
	Iteration 60F: 3 clusters Score -1995172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1995173.375000 Penalty: 3240.743896
	Iteration 61Q: 3 clusters Score -1995173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1995174.000000 Penalty: 3240.743896
	Iteration 62Q: 3 clusters Score -1995174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1995175.250000 Penalty: 3240.743896
	Iteration 63Q: 3 clusters Score -1995175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1995175.250000 Penalty: 3240.743896
	Iteration 64F: 3 clusters Score -1995175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -317242.375000 Penalty: 1338.805176
	Iteration 0F: 2 clusters Score -317242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -314059.906250 Penalty: 2677.610352
	Iteration 0F: 3 clusters Score -314059.9 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -315178.125000 Penalty: 2677.610352
	Iteration 1F: 3 clusters Score -315178.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -315769.156250 Penalty: 2677.610352
	Iteration 2F: 3 clusters Score -315769.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -316309.750000 Penalty: 2677.610352
	Iteration 3F: 3 clusters Score -316309.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -316776.468750 Penalty: 2677.610352
	Iteration 4F: 3 clusters Score -316776.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -317048.187500 Penalty: 2677.610352
	Iteration 5F: 3 clusters Score -317048.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -317247.000000 Penalty: 2677.610352
	Iteration 6Q: 3 clusters Score -317247 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -317479.406250 Penalty: 2677.610352
	Iteration 7Q: 3 clusters Score -317479.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -317686.187500 Penalty: 2677.610352
	Iteration 8Q: 3 clusters Score -317686.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -317812.875000 Penalty: 2677.610352
	Iteration 9Q: 3 clusters Score -317812.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -317877.875000 Penalty: 2677.610352
	Iteration 10Q: 3 clusters Score -317877.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -317891.218750 Penalty: 2677.610352
	Iteration 11Q: 3 clusters Score -317891.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -317895.906250 Penalty: 2677.610352
	Iteration 12Q: 3 clusters Score -317895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -317898.937500 Penalty: 2677.610352
	Iteration 13Q: 3 clusters Score -317898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -317899.750000 Penalty: 2677.610352
	Iteration 14Q: 3 clusters Score -317899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -317899.750000 Penalty: 2677.610352
	Iteration 15F: 3 clusters Score -317899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 46801 members 
Mstep: Class 3 contains 28020 members 
Mstep: Class 4 contains 325992 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 21408 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 10 contains 21380 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 18 contains 63390 members 
Mstep: Class 19 contains 39433 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 23 contains 17862 members 
Mstep: Class 24 contains 21764 members 
Entering Unmasked Estep 
Score: -54525900.000000 Penalty: 30277.972656
Splitting cluster 8 changes total score from -54526060.000000 to -54525900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (21380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Entering Unmasked Estep 
Score: -1943943.375000 Penalty: 1620.159302
	Iteration 0F: 2 clusters Score -1943943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1929498.750000 Penalty: 3240.318604
	Iteration 0F: 3 clusters Score -1929499 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1934757.375000 Penalty: 3240.318604
	Iteration 1F: 3 clusters Score -1934757 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1935183.625000 Penalty: 3240.318604
	Iteration 2F: 3 clusters Score -1935184 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1935663.625000 Penalty: 3240.318604
	Iteration 3F: 3 clusters Score -1935664 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1936269.250000 Penalty: 3240.318604
	Iteration 4F: 3 clusters Score -1936269 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1937109.250000 Penalty: 3240.318604
	Iteration 5F: 3 clusters Score -1937109 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1938312.625000 Penalty: 3240.318604
	Iteration 6F: 3 clusters Score -1938313 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1939751.125000 Penalty: 3240.318604
	Iteration 7F: 3 clusters Score -1939751 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1941062.000000 Penalty: 3240.318604
	Iteration 8F: 3 clusters Score -1941062 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1941831.375000 Penalty: 3240.318604
	Iteration 9Q: 3 clusters Score -1941831 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1942233.375000 Penalty: 3240.318604
	Iteration 10Q: 3 clusters Score -1942233 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1942389.125000 Penalty: 3240.318604
	Iteration 11Q: 3 clusters Score -1942389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1942454.625000 Penalty: 3240.318604
	Iteration 12Q: 3 clusters Score -1942455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1942470.875000 Penalty: 3240.318604
	Iteration 13Q: 3 clusters Score -1942471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1942487.500000 Penalty: 3240.318604
	Iteration 14Q: 3 clusters Score -1942488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1942498.000000 Penalty: 3240.318604
	Iteration 15Q: 3 clusters Score -1942498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1942503.125000 Penalty: 3240.318604
	Iteration 16Q: 3 clusters Score -1942503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1942506.000000 Penalty: 3240.318604
	Iteration 17Q: 3 clusters Score -1942506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1942509.625000 Penalty: 3240.318604
	Iteration 18Q: 3 clusters Score -1942510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1942511.875000 Penalty: 3240.318604
	Iteration 19Q: 3 clusters Score -1942512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1942511.250000 Penalty: 3240.318604
	Iteration 20F: 3 clusters Score -1942511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -231149.375000 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -231149.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228743.750000 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -228743.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -229245.125000 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -229245.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -229352.843750 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -229352.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -229423.562500 Penalty: 2535.850830
	Iteration 3Q: 3 clusters Score -229423.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -229479.890625 Penalty: 2535.850830
	Iteration 4Q: 3 clusters Score -229479.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -229519.046875 Penalty: 2535.850830
	Iteration 5Q: 3 clusters Score -229519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -229551.812500 Penalty: 2535.850830
	Iteration 6Q: 3 clusters Score -229551.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -229572.953125 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -229573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -229590.031250 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -229590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -229604.890625 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -229604.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -229616.437500 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -229616.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -229625.015625 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -229625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -229631.468750 Penalty: 2535.850830
	Iteration 12Q: 3 clusters Score -229631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -229633.062500 Penalty: 2535.850830
	Iteration 13Q: 3 clusters Score -229633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -229635.015625 Penalty: 2535.850830
	Iteration 14Q: 3 clusters Score -229635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -229638.359375 Penalty: 2535.850830
	Iteration 15Q: 3 clusters Score -229638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229640.390625 Penalty: 2535.850830
	Iteration 16Q: 3 clusters Score -229640.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -229643.437500 Penalty: 2535.850830
	Iteration 17Q: 3 clusters Score -229643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229646.812500 Penalty: 2535.850830
	Iteration 18Q: 3 clusters Score -229646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -229653.265625 Penalty: 2535.850830
	Iteration 19Q: 3 clusters Score -229653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -229656.375000 Penalty: 2535.850830
	Iteration 20F: 3 clusters Score -229656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -229659.562500 Penalty: 2535.850830
	Iteration 21Q: 3 clusters Score -229659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -229665.109375 Penalty: 2535.850830
	Iteration 22Q: 3 clusters Score -229665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -229669.484375 Penalty: 2535.850830
	Iteration 23Q: 3 clusters Score -229669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -229671.921875 Penalty: 2535.850830
	Iteration 24Q: 3 clusters Score -229671.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -229674.437500 Penalty: 2535.850830
	Iteration 25Q: 3 clusters Score -229674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -229677.046875 Penalty: 2535.850830
	Iteration 26Q: 3 clusters Score -229677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -229678.953125 Penalty: 2535.850830
	Iteration 27Q: 3 clusters Score -229679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229681.921875 Penalty: 2535.850830
	Iteration 28Q: 3 clusters Score -229681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -229684.390625 Penalty: 2535.850830
	Iteration 29Q: 3 clusters Score -229684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -229687.078125 Penalty: 2535.850830
	Iteration 30Q: 3 clusters Score -229687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -229688.890625 Penalty: 2535.850830
	Iteration 31Q: 3 clusters Score -229688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -229690.765625 Penalty: 2535.850830
	Iteration 32Q: 3 clusters Score -229690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -229694.812500 Penalty: 2535.850830
	Iteration 33Q: 3 clusters Score -229694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -229697.703125 Penalty: 2535.850830
	Iteration 34Q: 3 clusters Score -229697.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229700.812500 Penalty: 2535.850830
	Iteration 35Q: 3 clusters Score -229700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -229702.984375 Penalty: 2535.850830
	Iteration 36Q: 3 clusters Score -229703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229703.656250 Penalty: 2535.850830
	Iteration 37Q: 3 clusters Score -229703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229705.203125 Penalty: 2535.850830
	Iteration 38Q: 3 clusters Score -229705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229706.140625 Penalty: 2535.850830
	Iteration 39Q: 3 clusters Score -229706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229706.562500 Penalty: 2535.850830
	Iteration 40F: 3 clusters Score -229706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Entering Unmasked Estep 
Score: -5921317.000000 Penalty: 1796.772461
	Iteration 0F: 2 clusters Score -5921317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -5878930.500000 Penalty: 3593.544922
	Iteration 0F: 3 clusters Score -5878930 nChanged 30068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -5896256.000000 Penalty: 3593.544922
	Iteration 1F: 3 clusters Score -5896256 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5897042.500000 Penalty: 3593.544922
	Iteration 2Q: 3 clusters Score -5897042 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -5898178.000000 Penalty: 3593.544922
	Iteration 3Q: 3 clusters Score -5898178 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -5900011.000000 Penalty: 3593.544922
	Iteration 4F: 3 clusters Score -5900011 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5902883.000000 Penalty: 3593.544922
	Iteration 5F: 3 clusters Score -5902883 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -5906716.000000 Penalty: 3593.544922
	Iteration 6F: 3 clusters Score -5906716 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -5910968.000000 Penalty: 3593.544922
	Iteration 7F: 3 clusters Score -5910968 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -5914115.000000 Penalty: 3593.544922
	Iteration 8F: 3 clusters Score -5914115 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -5915853.000000 Penalty: 3593.544922
	Iteration 9Q: 3 clusters Score -5915853 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -5916864.500000 Penalty: 3593.544922
	Iteration 10Q: 3 clusters Score -5916864 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -5917542.000000 Penalty: 3593.544922
	Iteration 11Q: 3 clusters Score -5917542 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -5918055.500000 Penalty: 3593.544922
	Iteration 12Q: 3 clusters Score -5918056 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -5918370.500000 Penalty: 3593.544922
	Iteration 13Q: 3 clusters Score -5918370 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -5918601.500000 Penalty: 3593.544922
	Iteration 14Q: 3 clusters Score -5918602 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -5918759.000000 Penalty: 3593.544922
	Iteration 15Q: 3 clusters Score -5918759 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5918887.500000 Penalty: 3593.544922
	Iteration 16Q: 3 clusters Score -5918888 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5919006.500000 Penalty: 3593.544922
	Iteration 17Q: 3 clusters Score -5919006 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5919059.500000 Penalty: 3593.544922
	Iteration 18Q: 3 clusters Score -5919060 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -5919146.000000 Penalty: 3593.544922
	Iteration 19Q: 3 clusters Score -5919146 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -5919211.000000 Penalty: 3593.544922
	Iteration 20F: 3 clusters Score -5919211 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5919266.000000 Penalty: 3593.544922
	Iteration 21Q: 3 clusters Score -5919266 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5919307.000000 Penalty: 3593.544922
	Iteration 22Q: 3 clusters Score -5919307 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5919344.500000 Penalty: 3593.544922
	Iteration 23Q: 3 clusters Score -5919344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5919372.500000 Penalty: 3593.544922
	Iteration 24Q: 3 clusters Score -5919372 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5919405.000000 Penalty: 3593.544922
	Iteration 25Q: 3 clusters Score -5919405 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5919437.000000 Penalty: 3593.544922
	Iteration 26Q: 3 clusters Score -5919437 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5919474.500000 Penalty: 3593.544922
	Iteration 27Q: 3 clusters Score -5919474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5919521.500000 Penalty: 3593.544922
	Iteration 28Q: 3 clusters Score -5919522 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5919549.000000 Penalty: 3593.544922
	Iteration 29Q: 3 clusters Score -5919549 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5919591.500000 Penalty: 3593.544922
	Iteration 30Q: 3 clusters Score -5919592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5919628.000000 Penalty: 3593.544922
	Iteration 31Q: 3 clusters Score -5919628 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5919637.000000 Penalty: 3593.544922
	Iteration 32Q: 3 clusters Score -5919637 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5919659.000000 Penalty: 3593.544922
	Iteration 33Q: 3 clusters Score -5919659 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5919682.000000 Penalty: 3593.544922
	Iteration 34Q: 3 clusters Score -5919682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5919697.500000 Penalty: 3593.544922
	Iteration 35Q: 3 clusters Score -5919698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5919705.000000 Penalty: 3593.544922
	Iteration 36Q: 3 clusters Score -5919705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5919718.500000 Penalty: 3593.544922
	Iteration 37Q: 3 clusters Score -5919718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5919745.500000 Penalty: 3593.544922
	Iteration 38Q: 3 clusters Score -5919746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5919770.500000 Penalty: 3593.544922
	Iteration 39Q: 3 clusters Score -5919770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5919803.500000 Penalty: 3593.544922
	Iteration 40F: 3 clusters Score -5919804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5919809.000000 Penalty: 3593.544922
	Iteration 41Q: 3 clusters Score -5919809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5919826.500000 Penalty: 3593.544922
	Iteration 42Q: 3 clusters Score -5919826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5919839.000000 Penalty: 3593.544922
	Iteration 43Q: 3 clusters Score -5919839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5919852.500000 Penalty: 3593.544922
	Iteration 44Q: 3 clusters Score -5919852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5919859.000000 Penalty: 3593.544922
	Iteration 45Q: 3 clusters Score -5919859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5919857.000000 Penalty: 3593.544922
	Iteration 46Q: 3 clusters Score -5919857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5919877.500000 Penalty: 3593.544922
	Iteration 47Q: 3 clusters Score -5919878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5919883.500000 Penalty: 3593.544922
	Iteration 48Q: 3 clusters Score -5919884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5919896.000000 Penalty: 3593.544922
	Iteration 49Q: 3 clusters Score -5919896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5919908.000000 Penalty: 3593.544922
	Iteration 50Q: 3 clusters Score -5919908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5919909.500000 Penalty: 3593.544922
	Iteration 51Q: 3 clusters Score -5919910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5919920.500000 Penalty: 3593.544922
	Iteration 52Q: 3 clusters Score -5919920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5919923.000000 Penalty: 3593.544922
	Iteration 53Q: 3 clusters Score -5919923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5919933.000000 Penalty: 3593.544922
	Iteration 54Q: 3 clusters Score -5919933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5919933.000000 Penalty: 3593.544922
	Iteration 55Q: 3 clusters Score -5919933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5919932.000000 Penalty: 3593.544922
	Iteration 56Q: 3 clusters Score -5919932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5919933.000000 Penalty: 3593.544922
	Iteration 57Q: 3 clusters Score -5919933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5919938.000000 Penalty: 3593.544922
	Iteration 58Q: 3 clusters Score -5919938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5919944.000000 Penalty: 3593.544922
	Iteration 59Q: 3 clusters Score -5919944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5919949.500000 Penalty: 3593.544922
	Iteration 60F: 3 clusters Score -5919950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5919953.500000 Penalty: 3593.544922
	Iteration 61Q: 3 clusters Score -5919954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5919956.000000 Penalty: 3593.544922
	Iteration 62Q: 3 clusters Score -5919956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5919963.000000 Penalty: 3593.544922
	Iteration 63Q: 3 clusters Score -5919963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5919962.500000 Penalty: 3593.544922
	Iteration 64Q: 3 clusters Score -5919962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5919954.000000 Penalty: 3593.544922
	Iteration 65Q: 3 clusters Score -5919954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5919955.500000 Penalty: 3593.544922
	Iteration 66Q: 3 clusters Score -5919956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5919958.500000 Penalty: 3593.544922
	Iteration 67Q: 3 clusters Score -5919958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5919961.500000 Penalty: 3593.544922
	Iteration 68Q: 3 clusters Score -5919962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5919960.000000 Penalty: 3593.544922
	Iteration 69Q: 3 clusters Score -5919960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5919965.500000 Penalty: 3593.544922
	Iteration 70Q: 3 clusters Score -5919966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5919963.000000 Penalty: 3593.544922
	Iteration 71Q: 3 clusters Score -5919963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5919968.000000 Penalty: 3593.544922
	Iteration 72Q: 3 clusters Score -5919968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5919962.500000 Penalty: 3593.544922
	Iteration 73Q: 3 clusters Score -5919962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5919967.000000 Penalty: 3593.544922
	Iteration 74Q: 3 clusters Score -5919967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5919963.000000 Penalty: 3593.544922
	Iteration 75Q: 3 clusters Score -5919963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5919963.000000 Penalty: 3593.544922
	Iteration 76F: 3 clusters Score -5919963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Entering Unmasked Estep 
Score: -3679223.500000 Penalty: 1719.633179
	Iteration 0F: 2 clusters Score -3679224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3652787.750000 Penalty: 3439.266357
	Iteration 0F: 3 clusters Score -3652788 nChanged 18368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3662932.750000 Penalty: 3439.266357
	Iteration 1F: 3 clusters Score -3662933 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3663433.000000 Penalty: 3439.266357
	Iteration 2Q: 3 clusters Score -3663433 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3663998.500000 Penalty: 3439.266357
	Iteration 3Q: 3 clusters Score -3663998 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3664637.750000 Penalty: 3439.266357
	Iteration 4Q: 3 clusters Score -3664638 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3665397.250000 Penalty: 3439.266357
	Iteration 5Q: 3 clusters Score -3665397 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3666291.500000 Penalty: 3439.266357
	Iteration 6Q: 3 clusters Score -3666292 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3667448.000000 Penalty: 3439.266357
	Iteration 7F: 3 clusters Score -3667448 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3668979.500000 Penalty: 3439.266357
	Iteration 8F: 3 clusters Score -3668980 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3670810.000000 Penalty: 3439.266357
	Iteration 9F: 3 clusters Score -3670810 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3672396.250000 Penalty: 3439.266357
	Iteration 10F: 3 clusters Score -3672396 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3673384.750000 Penalty: 3439.266357
	Iteration 11Q: 3 clusters Score -3673385 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3673929.750000 Penalty: 3439.266357
	Iteration 12Q: 3 clusters Score -3673930 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3674310.000000 Penalty: 3439.266357
	Iteration 13Q: 3 clusters Score -3674310 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3674640.250000 Penalty: 3439.266357
	Iteration 14Q: 3 clusters Score -3674640 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3674903.750000 Penalty: 3439.266357
	Iteration 15Q: 3 clusters Score -3674904 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3675128.000000 Penalty: 3439.266357
	Iteration 16Q: 3 clusters Score -3675128 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3675366.500000 Penalty: 3439.266357
	Iteration 17Q: 3 clusters Score -3675366 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3675555.750000 Penalty: 3439.266357
	Iteration 18Q: 3 clusters Score -3675556 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3675696.000000 Penalty: 3439.266357
	Iteration 19Q: 3 clusters Score -3675696 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3675819.250000 Penalty: 3439.266357
	Iteration 20F: 3 clusters Score -3675819 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3675930.500000 Penalty: 3439.266357
	Iteration 21Q: 3 clusters Score -3675930 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3676060.250000 Penalty: 3439.266357
	Iteration 22Q: 3 clusters Score -3676060 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3676159.500000 Penalty: 3439.266357
	Iteration 23Q: 3 clusters Score -3676160 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -3676224.250000 Penalty: 3439.266357
	Iteration 24Q: 3 clusters Score -3676224 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -3676309.500000 Penalty: 3439.266357
	Iteration 25Q: 3 clusters Score -3676310 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3676361.250000 Penalty: 3439.266357
	Iteration 26Q: 3 clusters Score -3676361 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -3676439.750000 Penalty: 3439.266357
	Iteration 27Q: 3 clusters Score -3676440 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -3676492.000000 Penalty: 3439.266357
	Iteration 28Q: 3 clusters Score -3676492 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3676565.000000 Penalty: 3439.266357
	Iteration 29Q: 3 clusters Score -3676565 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -3676617.250000 Penalty: 3439.266357
	Iteration 30Q: 3 clusters Score -3676617 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -3676677.000000 Penalty: 3439.266357
	Iteration 31Q: 3 clusters Score -3676677 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -3676732.500000 Penalty: 3439.266357
	Iteration 32Q: 3 clusters Score -3676732 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -3676765.000000 Penalty: 3439.266357
	Iteration 33Q: 3 clusters Score -3676765 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -3676817.000000 Penalty: 3439.266357
	Iteration 34Q: 3 clusters Score -3676817 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -3676862.000000 Penalty: 3439.266357
	Iteration 35Q: 3 clusters Score -3676862 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -3676914.250000 Penalty: 3439.266357
	Iteration 36Q: 3 clusters Score -3676914 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -3676984.000000 Penalty: 3439.266357
	Iteration 37Q: 3 clusters Score -3676984 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -3677041.000000 Penalty: 3439.266357
	Iteration 38Q: 3 clusters Score -3677041 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -3677082.250000 Penalty: 3439.266357
	Iteration 39Q: 3 clusters Score -3677082 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -3677137.500000 Penalty: 3439.266357
	Iteration 40F: 3 clusters Score -3677138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -3677181.500000 Penalty: 3439.266357
	Iteration 41Q: 3 clusters Score -3677182 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -3677228.500000 Penalty: 3439.266357
	Iteration 42Q: 3 clusters Score -3677228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -3677264.500000 Penalty: 3439.266357
	Iteration 43Q: 3 clusters Score -3677264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -3677305.000000 Penalty: 3439.266357
	Iteration 44Q: 3 clusters Score -3677305 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -3677334.500000 Penalty: 3439.266357
	Iteration 45Q: 3 clusters Score -3677334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -3677383.000000 Penalty: 3439.266357
	Iteration 46Q: 3 clusters Score -3677383 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -3677423.750000 Penalty: 3439.266357
	Iteration 47Q: 3 clusters Score -3677424 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -3677457.250000 Penalty: 3439.266357
	Iteration 48Q: 3 clusters Score -3677457 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -3677472.000000 Penalty: 3439.266357
	Iteration 49Q: 3 clusters Score -3677472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -3677493.500000 Penalty: 3439.266357
	Iteration 50Q: 3 clusters Score -3677494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3677523.500000 Penalty: 3439.266357
	Iteration 51Q: 3 clusters Score -3677524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -3677532.750000 Penalty: 3439.266357
	Iteration 52Q: 3 clusters Score -3677533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -3677553.750000 Penalty: 3439.266357
	Iteration 53Q: 3 clusters Score -3677554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -3677569.250000 Penalty: 3439.266357
	Iteration 54Q: 3 clusters Score -3677569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -3677595.750000 Penalty: 3439.266357
	Iteration 55Q: 3 clusters Score -3677596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -3677611.500000 Penalty: 3439.266357
	Iteration 56Q: 3 clusters Score -3677612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -3677621.000000 Penalty: 3439.266357
	Iteration 57Q: 3 clusters Score -3677621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -3677642.750000 Penalty: 3439.266357
	Iteration 58Q: 3 clusters Score -3677643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3677656.750000 Penalty: 3439.266357
	Iteration 59Q: 3 clusters Score -3677657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3677672.500000 Penalty: 3439.266357
	Iteration 60F: 3 clusters Score -3677672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -3677674.500000 Penalty: 3439.266357
	Iteration 61Q: 3 clusters Score -3677674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -3677688.250000 Penalty: 3439.266357
	Iteration 62Q: 3 clusters Score -3677688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -3677696.500000 Penalty: 3439.266357
	Iteration 63Q: 3 clusters Score -3677696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -3677703.250000 Penalty: 3439.266357
	Iteration 64Q: 3 clusters Score -3677703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -3677709.000000 Penalty: 3439.266357
	Iteration 65Q: 3 clusters Score -3677709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -3677724.250000 Penalty: 3439.266357
	Iteration 66Q: 3 clusters Score -3677724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -3677730.750000 Penalty: 3439.266357
	Iteration 67Q: 3 clusters Score -3677731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -3677746.500000 Penalty: 3439.266357
	Iteration 68Q: 3 clusters Score -3677746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -3677751.750000 Penalty: 3439.266357
	Iteration 69Q: 3 clusters Score -3677752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -3677764.000000 Penalty: 3439.266357
	Iteration 70Q: 3 clusters Score -3677764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -3677771.250000 Penalty: 3439.266357
	Iteration 71Q: 3 clusters Score -3677771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -3677777.750000 Penalty: 3439.266357
	Iteration 72Q: 3 clusters Score -3677778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -3677781.500000 Penalty: 3439.266357
	Iteration 73Q: 3 clusters Score -3677782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -3677788.250000 Penalty: 3439.266357
	Iteration 74Q: 3 clusters Score -3677788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -3677788.000000 Penalty: 3439.266357
	Iteration 75Q: 3 clusters Score -3677788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -3677793.250000 Penalty: 3439.266357
	Iteration 76Q: 3 clusters Score -3677793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -3677800.750000 Penalty: 3439.266357
	Iteration 77Q: 3 clusters Score -3677801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -3677801.250000 Penalty: 3439.266357
	Iteration 78Q: 3 clusters Score -3677801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -3677806.000000 Penalty: 3439.266357
	Iteration 79Q: 3 clusters Score -3677806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -3677815.750000 Penalty: 3439.266357
	Iteration 80F: 3 clusters Score -3677816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -3677817.000000 Penalty: 3439.266357
	Iteration 81Q: 3 clusters Score -3677817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3677818.500000 Penalty: 3439.266357
	Iteration 82Q: 3 clusters Score -3677818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -3677818.750000 Penalty: 3439.266357
	Iteration 83Q: 3 clusters Score -3677819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -3677826.750000 Penalty: 3439.266357
	Iteration 84Q: 3 clusters Score -3677827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -3677826.750000 Penalty: 3439.266357
	Iteration 85Q: 3 clusters Score -3677827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -3677832.500000 Penalty: 3439.266357
	Iteration 86Q: 3 clusters Score -3677832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -3677839.000000 Penalty: 3439.266357
	Iteration 87Q: 3 clusters Score -3677839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -3677847.250000 Penalty: 3439.266357
	Iteration 88Q: 3 clusters Score -3677847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -3677848.500000 Penalty: 3439.266357
	Iteration 89Q: 3 clusters Score -3677848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -3677852.750000 Penalty: 3439.266357
	Iteration 90Q: 3 clusters Score -3677853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -3677853.500000 Penalty: 3439.266357
	Iteration 91Q: 3 clusters Score -3677854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -3677859.750000 Penalty: 3439.266357
	Iteration 92Q: 3 clusters Score -3677860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -3677859.500000 Penalty: 3439.266357
	Iteration 93Q: 3 clusters Score -3677860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -3677860.000000 Penalty: 3439.266357
	Iteration 94Q: 3 clusters Score -3677860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -3677859.000000 Penalty: 3439.266357
	Iteration 95Q: 3 clusters Score -3677859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -3677859.750000 Penalty: 3439.266357
	Iteration 96Q: 3 clusters Score -3677860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -3677866.500000 Penalty: 3439.266357
	Iteration 97Q: 3 clusters Score -3677866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -3677866.000000 Penalty: 3439.266357
	Iteration 98Q: 3 clusters Score -3677866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -3677862.750000 Penalty: 3439.266357
	Iteration 99Q: 3 clusters Score -3677863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -3677866.500000 Penalty: 3439.266357
	Iteration 100F: 3 clusters Score -3677866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -3677869.250000 Penalty: 3439.266357
	Iteration 101Q: 3 clusters Score -3677869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -3677872.750000 Penalty: 3439.266357
	Iteration 102Q: 3 clusters Score -3677873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -3677870.750000 Penalty: 3439.266357
	Iteration 103Q: 3 clusters Score -3677871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -3677870.750000 Penalty: 3439.266357
	Iteration 104F: 3 clusters Score -3677871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -194599.359375 Penalty: 1244.308472
	Iteration 0F: 2 clusters Score -194599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -192416.000000 Penalty: 2488.616943
	Iteration 0F: 3 clusters Score -192416 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -192835.937500 Penalty: 2488.616943
	Iteration 1F: 3 clusters Score -192835.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192969.968750 Penalty: 2488.616943
	Iteration 2F: 3 clusters Score -192970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -193045.343750 Penalty: 2488.616943
	Iteration 3F: 3 clusters Score -193045.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -193088.562500 Penalty: 2488.616943
	Iteration 4Q: 3 clusters Score -193088.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -193116.718750 Penalty: 2488.616943
	Iteration 5Q: 3 clusters Score -193116.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -193135.765625 Penalty: 2488.616943
	Iteration 6Q: 3 clusters Score -193135.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -193151.125000 Penalty: 2488.616943
	Iteration 7Q: 3 clusters Score -193151.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -193172.625000 Penalty: 2488.616943
	Iteration 8Q: 3 clusters Score -193172.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -193183.140625 Penalty: 2488.616943
	Iteration 9Q: 3 clusters Score -193183.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -193191.640625 Penalty: 2488.616943
	Iteration 10Q: 3 clusters Score -193191.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -193206.812500 Penalty: 2488.616943
	Iteration 11Q: 3 clusters Score -193206.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -193219.000000 Penalty: 2488.616943
	Iteration 12Q: 3 clusters Score -193219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -193227.828125 Penalty: 2488.616943
	Iteration 13Q: 3 clusters Score -193227.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -193237.625000 Penalty: 2488.616943
	Iteration 14Q: 3 clusters Score -193237.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -193248.187500 Penalty: 2488.616943
	Iteration 15Q: 3 clusters Score -193248.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -193257.359375 Penalty: 2488.616943
	Iteration 16Q: 3 clusters Score -193257.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -193267.359375 Penalty: 2488.616943
	Iteration 17Q: 3 clusters Score -193267.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -193279.453125 Penalty: 2488.616943
	Iteration 18Q: 3 clusters Score -193279.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -193287.593750 Penalty: 2488.616943
	Iteration 19Q: 3 clusters Score -193287.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -193298.125000 Penalty: 2488.616943
	Iteration 20F: 3 clusters Score -193298.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -193307.906250 Penalty: 2488.616943
	Iteration 21Q: 3 clusters Score -193307.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -193320.265625 Penalty: 2488.616943
	Iteration 22Q: 3 clusters Score -193320.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -193330.609375 Penalty: 2488.616943
	Iteration 23Q: 3 clusters Score -193330.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -193341.109375 Penalty: 2488.616943
	Iteration 24Q: 3 clusters Score -193341.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -193351.281250 Penalty: 2488.616943
	Iteration 25Q: 3 clusters Score -193351.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -193361.421875 Penalty: 2488.616943
	Iteration 26Q: 3 clusters Score -193361.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -193372.937500 Penalty: 2488.616943
	Iteration 27Q: 3 clusters Score -193372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -193380.453125 Penalty: 2488.616943
	Iteration 28Q: 3 clusters Score -193380.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -193385.718750 Penalty: 2488.616943
	Iteration 29Q: 3 clusters Score -193385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -193391.000000 Penalty: 2488.616943
	Iteration 30Q: 3 clusters Score -193391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -193396.312500 Penalty: 2488.616943
	Iteration 31Q: 3 clusters Score -193396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -193398.296875 Penalty: 2488.616943
	Iteration 32Q: 3 clusters Score -193398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -193401.796875 Penalty: 2488.616943
	Iteration 33Q: 3 clusters Score -193401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -193405.031250 Penalty: 2488.616943
	Iteration 34Q: 3 clusters Score -193405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -193409.828125 Penalty: 2488.616943
	Iteration 35Q: 3 clusters Score -193409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -193414.578125 Penalty: 2488.616943
	Iteration 36Q: 3 clusters Score -193414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -193418.562500 Penalty: 2488.616943
	Iteration 37Q: 3 clusters Score -193418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -193419.500000 Penalty: 2488.616943
	Iteration 38Q: 3 clusters Score -193419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -193419.921875 Penalty: 2488.616943
	Iteration 39Q: 3 clusters Score -193419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -193420.109375 Penalty: 2488.616943
	Iteration 40F: 3 clusters Score -193420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -193420.875000 Penalty: 2488.616943
	Iteration 41Q: 3 clusters Score -193420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -193421.718750 Penalty: 2488.616943
	Iteration 42Q: 3 clusters Score -193421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -193421.718750 Penalty: 2488.616943
	Iteration 43F: 3 clusters Score -193421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Entering Unmasked Estep 
Score: -1684075.000000 Penalty: 1590.945068
	Iteration 0F: 2 clusters Score -1684075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1671860.375000 Penalty: 3181.890137
	Iteration 0F: 3 clusters Score -1671860 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1676184.000000 Penalty: 3181.890137
	Iteration 1F: 3 clusters Score -1676184 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1676544.250000 Penalty: 3181.890137
	Iteration 2F: 3 clusters Score -1676544 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1676921.750000 Penalty: 3181.890137
	Iteration 3F: 3 clusters Score -1676922 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1677313.375000 Penalty: 3181.890137
	Iteration 4Q: 3 clusters Score -1677313 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1677710.625000 Penalty: 3181.890137
	Iteration 5Q: 3 clusters Score -1677711 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1678139.625000 Penalty: 3181.890137
	Iteration 6Q: 3 clusters Score -1678140 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1678626.875000 Penalty: 3181.890137
	Iteration 7Q: 3 clusters Score -1678627 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1679155.250000 Penalty: 3181.890137
	Iteration 8Q: 3 clusters Score -1679155 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1679695.500000 Penalty: 3181.890137
	Iteration 9Q: 3 clusters Score -1679696 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1680183.000000 Penalty: 3181.890137
	Iteration 10Q: 3 clusters Score -1680183 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1680585.125000 Penalty: 3181.890137
	Iteration 11Q: 3 clusters Score -1680585 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1680858.625000 Penalty: 3181.890137
	Iteration 12Q: 3 clusters Score -1680859 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1681029.750000 Penalty: 3181.890137
	Iteration 13Q: 3 clusters Score -1681030 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1681147.625000 Penalty: 3181.890137
	Iteration 14Q: 3 clusters Score -1681148 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1681246.625000 Penalty: 3181.890137
	Iteration 15Q: 3 clusters Score -1681247 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1681323.000000 Penalty: 3181.890137
	Iteration 16Q: 3 clusters Score -1681323 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1681401.500000 Penalty: 3181.890137
	Iteration 17Q: 3 clusters Score -1681402 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1681461.625000 Penalty: 3181.890137
	Iteration 18Q: 3 clusters Score -1681462 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1681510.500000 Penalty: 3181.890137
	Iteration 19Q: 3 clusters Score -1681510 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1681553.375000 Penalty: 3181.890137
	Iteration 20F: 3 clusters Score -1681553 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1681595.625000 Penalty: 3181.890137
	Iteration 21Q: 3 clusters Score -1681596 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1681639.500000 Penalty: 3181.890137
	Iteration 22Q: 3 clusters Score -1681640 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1681666.500000 Penalty: 3181.890137
	Iteration 23Q: 3 clusters Score -1681666 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1681691.750000 Penalty: 3181.890137
	Iteration 24Q: 3 clusters Score -1681692 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1681712.875000 Penalty: 3181.890137
	Iteration 25Q: 3 clusters Score -1681713 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1681734.375000 Penalty: 3181.890137
	Iteration 26Q: 3 clusters Score -1681734 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1681762.750000 Penalty: 3181.890137
	Iteration 27Q: 3 clusters Score -1681763 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1681782.000000 Penalty: 3181.890137
	Iteration 28Q: 3 clusters Score -1681782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1681818.875000 Penalty: 3181.890137
	Iteration 29Q: 3 clusters Score -1681819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1681853.000000 Penalty: 3181.890137
	Iteration 30Q: 3 clusters Score -1681853 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1681885.750000 Penalty: 3181.890137
	Iteration 31Q: 3 clusters Score -1681886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1681910.250000 Penalty: 3181.890137
	Iteration 32Q: 3 clusters Score -1681910 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1681943.250000 Penalty: 3181.890137
	Iteration 33Q: 3 clusters Score -1681943 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1681964.000000 Penalty: 3181.890137
	Iteration 34Q: 3 clusters Score -1681964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1681989.000000 Penalty: 3181.890137
	Iteration 35Q: 3 clusters Score -1681989 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1682024.000000 Penalty: 3181.890137
	Iteration 36Q: 3 clusters Score -1682024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1682046.625000 Penalty: 3181.890137
	Iteration 37Q: 3 clusters Score -1682047 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1682088.125000 Penalty: 3181.890137
	Iteration 38Q: 3 clusters Score -1682088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1682117.625000 Penalty: 3181.890137
	Iteration 39Q: 3 clusters Score -1682118 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1682147.000000 Penalty: 3181.890137
	Iteration 40F: 3 clusters Score -1682147 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1682185.875000 Penalty: 3181.890137
	Iteration 41Q: 3 clusters Score -1682186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1682218.125000 Penalty: 3181.890137
	Iteration 42Q: 3 clusters Score -1682218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1682245.625000 Penalty: 3181.890137
	Iteration 43Q: 3 clusters Score -1682246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1682282.750000 Penalty: 3181.890137
	Iteration 44Q: 3 clusters Score -1682283 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1682306.500000 Penalty: 3181.890137
	Iteration 45Q: 3 clusters Score -1682306 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1682339.625000 Penalty: 3181.890137
	Iteration 46Q: 3 clusters Score -1682340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1682379.750000 Penalty: 3181.890137
	Iteration 47Q: 3 clusters Score -1682380 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1682411.750000 Penalty: 3181.890137
	Iteration 48Q: 3 clusters Score -1682412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1682452.625000 Penalty: 3181.890137
	Iteration 49Q: 3 clusters Score -1682453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1682486.125000 Penalty: 3181.890137
	Iteration 50Q: 3 clusters Score -1682486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1682510.750000 Penalty: 3181.890137
	Iteration 51Q: 3 clusters Score -1682511 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1682541.875000 Penalty: 3181.890137
	Iteration 52Q: 3 clusters Score -1682542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1682568.375000 Penalty: 3181.890137
	Iteration 53Q: 3 clusters Score -1682568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1682587.875000 Penalty: 3181.890137
	Iteration 54Q: 3 clusters Score -1682588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1682612.125000 Penalty: 3181.890137
	Iteration 55Q: 3 clusters Score -1682612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1682635.625000 Penalty: 3181.890137
	Iteration 56Q: 3 clusters Score -1682636 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1682662.875000 Penalty: 3181.890137
	Iteration 57Q: 3 clusters Score -1682663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1682677.125000 Penalty: 3181.890137
	Iteration 58Q: 3 clusters Score -1682677 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1682696.875000 Penalty: 3181.890137
	Iteration 59Q: 3 clusters Score -1682697 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1682719.000000 Penalty: 3181.890137
	Iteration 60F: 3 clusters Score -1682719 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1682735.250000 Penalty: 3181.890137
	Iteration 61Q: 3 clusters Score -1682735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1682755.250000 Penalty: 3181.890137
	Iteration 62Q: 3 clusters Score -1682755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1682779.500000 Penalty: 3181.890137
	Iteration 63Q: 3 clusters Score -1682780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1682791.125000 Penalty: 3181.890137
	Iteration 64Q: 3 clusters Score -1682791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1682811.375000 Penalty: 3181.890137
	Iteration 65Q: 3 clusters Score -1682811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1682823.000000 Penalty: 3181.890137
	Iteration 66Q: 3 clusters Score -1682823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1682834.500000 Penalty: 3181.890137
	Iteration 67Q: 3 clusters Score -1682834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1682852.500000 Penalty: 3181.890137
	Iteration 68Q: 3 clusters Score -1682852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1682869.625000 Penalty: 3181.890137
	Iteration 69Q: 3 clusters Score -1682870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1682876.750000 Penalty: 3181.890137
	Iteration 70Q: 3 clusters Score -1682877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1682887.625000 Penalty: 3181.890137
	Iteration 71Q: 3 clusters Score -1682888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1682892.625000 Penalty: 3181.890137
	Iteration 72Q: 3 clusters Score -1682893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1682898.375000 Penalty: 3181.890137
	Iteration 73Q: 3 clusters Score -1682898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1682906.250000 Penalty: 3181.890137
	Iteration 74Q: 3 clusters Score -1682906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1682917.250000 Penalty: 3181.890137
	Iteration 75Q: 3 clusters Score -1682917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1682926.250000 Penalty: 3181.890137
	Iteration 76Q: 3 clusters Score -1682926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1682936.375000 Penalty: 3181.890137
	Iteration 77Q: 3 clusters Score -1682936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1682945.375000 Penalty: 3181.890137
	Iteration 78Q: 3 clusters Score -1682945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1682950.250000 Penalty: 3181.890137
	Iteration 79Q: 3 clusters Score -1682950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1682954.125000 Penalty: 3181.890137
	Iteration 80F: 3 clusters Score -1682954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1682956.375000 Penalty: 3181.890137
	Iteration 81Q: 3 clusters Score -1682956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1682959.375000 Penalty: 3181.890137
	Iteration 82Q: 3 clusters Score -1682959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1682964.875000 Penalty: 3181.890137
	Iteration 83Q: 3 clusters Score -1682965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1682971.000000 Penalty: 3181.890137
	Iteration 84Q: 3 clusters Score -1682971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1682976.375000 Penalty: 3181.890137
	Iteration 85Q: 3 clusters Score -1682976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1682988.250000 Penalty: 3181.890137
	Iteration 86Q: 3 clusters Score -1682988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1682994.625000 Penalty: 3181.890137
	Iteration 87Q: 3 clusters Score -1682995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1682999.750000 Penalty: 3181.890137
	Iteration 88Q: 3 clusters Score -1683000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1683014.250000 Penalty: 3181.890137
	Iteration 89Q: 3 clusters Score -1683014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1683024.375000 Penalty: 3181.890137
	Iteration 90Q: 3 clusters Score -1683024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1683036.500000 Penalty: 3181.890137
	Iteration 91Q: 3 clusters Score -1683036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1683040.250000 Penalty: 3181.890137
	Iteration 92Q: 3 clusters Score -1683040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1683043.500000 Penalty: 3181.890137
	Iteration 93Q: 3 clusters Score -1683044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1683043.250000 Penalty: 3181.890137
	Iteration 94Q: 3 clusters Score -1683043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1683046.125000 Penalty: 3181.890137
	Iteration 95Q: 3 clusters Score -1683046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1683050.750000 Penalty: 3181.890137
	Iteration 96Q: 3 clusters Score -1683051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1683057.500000 Penalty: 3181.890137
	Iteration 97Q: 3 clusters Score -1683058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1683064.500000 Penalty: 3181.890137
	Iteration 98Q: 3 clusters Score -1683064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1683065.500000 Penalty: 3181.890137
	Iteration 99Q: 3 clusters Score -1683066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1683070.250000 Penalty: 3181.890137
	Iteration 100F: 3 clusters Score -1683070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1683071.375000 Penalty: 3181.890137
	Iteration 101Q: 3 clusters Score -1683071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1683072.375000 Penalty: 3181.890137
	Iteration 102Q: 3 clusters Score -1683072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1683074.750000 Penalty: 3181.890137
	Iteration 103Q: 3 clusters Score -1683075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1683070.500000 Penalty: 3181.890137
	Iteration 104Q: 3 clusters Score -1683070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1683073.125000 Penalty: 3181.890137
	Iteration 105Q: 3 clusters Score -1683073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1683073.125000 Penalty: 3181.890137
	Iteration 106F: 3 clusters Score -1683073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Entering Unmasked Estep 
Score: -2038953.875000 Penalty: 1623.052002
	Iteration 0F: 2 clusters Score -2038954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2024202.000000 Penalty: 3246.104004
	Iteration 0F: 3 clusters Score -2024202 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2029523.500000 Penalty: 3246.104004
	Iteration 1F: 3 clusters Score -2029524 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2029872.250000 Penalty: 3246.104004
	Iteration 2Q: 3 clusters Score -2029872 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2030265.375000 Penalty: 3246.104004
	Iteration 3Q: 3 clusters Score -2030265 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2030775.375000 Penalty: 3246.104004
	Iteration 4Q: 3 clusters Score -2030775 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2031497.625000 Penalty: 3246.104004
	Iteration 5F: 3 clusters Score -2031498 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2032426.875000 Penalty: 3246.104004
	Iteration 6F: 3 clusters Score -2032427 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2033640.000000 Penalty: 3246.104004
	Iteration 7F: 3 clusters Score -2033640 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2035091.750000 Penalty: 3246.104004
	Iteration 8F: 3 clusters Score -2035092 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2036369.125000 Penalty: 3246.104004
	Iteration 9F: 3 clusters Score -2036369 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2037028.875000 Penalty: 3246.104004
	Iteration 10Q: 3 clusters Score -2037029 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2037281.125000 Penalty: 3246.104004
	Iteration 11Q: 3 clusters Score -2037281 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2037401.750000 Penalty: 3246.104004
	Iteration 12Q: 3 clusters Score -2037402 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2037472.625000 Penalty: 3246.104004
	Iteration 13Q: 3 clusters Score -2037473 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2037535.750000 Penalty: 3246.104004
	Iteration 14Q: 3 clusters Score -2037536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2037603.000000 Penalty: 3246.104004
	Iteration 15Q: 3 clusters Score -2037603 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2037644.875000 Penalty: 3246.104004
	Iteration 16Q: 3 clusters Score -2037645 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2037696.625000 Penalty: 3246.104004
	Iteration 17Q: 3 clusters Score -2037697 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2037731.500000 Penalty: 3246.104004
	Iteration 18Q: 3 clusters Score -2037732 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2037772.375000 Penalty: 3246.104004
	Iteration 19Q: 3 clusters Score -2037772 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2037802.125000 Penalty: 3246.104004
	Iteration 20F: 3 clusters Score -2037802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2037828.625000 Penalty: 3246.104004
	Iteration 21Q: 3 clusters Score -2037829 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2037856.000000 Penalty: 3246.104004
	Iteration 22Q: 3 clusters Score -2037856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2037869.000000 Penalty: 3246.104004
	Iteration 23Q: 3 clusters Score -2037869 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2037886.625000 Penalty: 3246.104004
	Iteration 24Q: 3 clusters Score -2037887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2037905.625000 Penalty: 3246.104004
	Iteration 25Q: 3 clusters Score -2037906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2037909.125000 Penalty: 3246.104004
	Iteration 26Q: 3 clusters Score -2037909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2037920.000000 Penalty: 3246.104004
	Iteration 27Q: 3 clusters Score -2037920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2037930.000000 Penalty: 3246.104004
	Iteration 28Q: 3 clusters Score -2037930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2037931.125000 Penalty: 3246.104004
	Iteration 29Q: 3 clusters Score -2037931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2037941.750000 Penalty: 3246.104004
	Iteration 30Q: 3 clusters Score -2037942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2037946.875000 Penalty: 3246.104004
	Iteration 31Q: 3 clusters Score -2037947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2037957.500000 Penalty: 3246.104004
	Iteration 32Q: 3 clusters Score -2037958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2037973.000000 Penalty: 3246.104004
	Iteration 33Q: 3 clusters Score -2037973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2037983.125000 Penalty: 3246.104004
	Iteration 34Q: 3 clusters Score -2037983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2037993.625000 Penalty: 3246.104004
	Iteration 35Q: 3 clusters Score -2037994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2038007.750000 Penalty: 3246.104004
	Iteration 36Q: 3 clusters Score -2038008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2038015.625000 Penalty: 3246.104004
	Iteration 37Q: 3 clusters Score -2038016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2038031.500000 Penalty: 3246.104004
	Iteration 38Q: 3 clusters Score -2038032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2038044.750000 Penalty: 3246.104004
	Iteration 39Q: 3 clusters Score -2038045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2038051.875000 Penalty: 3246.104004
	Iteration 40F: 3 clusters Score -2038052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2038063.250000 Penalty: 3246.104004
	Iteration 41Q: 3 clusters Score -2038063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2038072.375000 Penalty: 3246.104004
	Iteration 42Q: 3 clusters Score -2038072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2038076.250000 Penalty: 3246.104004
	Iteration 43Q: 3 clusters Score -2038076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2038087.625000 Penalty: 3246.104004
	Iteration 44Q: 3 clusters Score -2038088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2038096.500000 Penalty: 3246.104004
	Iteration 45Q: 3 clusters Score -2038096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2038107.875000 Penalty: 3246.104004
	Iteration 46Q: 3 clusters Score -2038108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2038117.750000 Penalty: 3246.104004
	Iteration 47Q: 3 clusters Score -2038118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2038128.000000 Penalty: 3246.104004
	Iteration 48Q: 3 clusters Score -2038128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2038128.750000 Penalty: 3246.104004
	Iteration 49Q: 3 clusters Score -2038129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2038135.250000 Penalty: 3246.104004
	Iteration 50Q: 3 clusters Score -2038135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2038143.375000 Penalty: 3246.104004
	Iteration 51Q: 3 clusters Score -2038143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2038144.375000 Penalty: 3246.104004
	Iteration 52Q: 3 clusters Score -2038144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2038148.000000 Penalty: 3246.104004
	Iteration 53Q: 3 clusters Score -2038148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2038149.000000 Penalty: 3246.104004
	Iteration 54Q: 3 clusters Score -2038149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2038154.500000 Penalty: 3246.104004
	Iteration 55Q: 3 clusters Score -2038154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2038159.250000 Penalty: 3246.104004
	Iteration 56Q: 3 clusters Score -2038159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2038157.750000 Penalty: 3246.104004
	Iteration 57Q: 3 clusters Score -2038158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2038159.375000 Penalty: 3246.104004
	Iteration 58Q: 3 clusters Score -2038159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2038160.250000 Penalty: 3246.104004
	Iteration 59Q: 3 clusters Score -2038160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2038163.875000 Penalty: 3246.104004
	Iteration 60F: 3 clusters Score -2038164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2038163.625000 Penalty: 3246.104004
	Iteration 61Q: 3 clusters Score -2038164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2038168.125000 Penalty: 3246.104004
	Iteration 62Q: 3 clusters Score -2038168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2038171.625000 Penalty: 3246.104004
	Iteration 63Q: 3 clusters Score -2038172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2038170.000000 Penalty: 3246.104004
	Iteration 64Q: 3 clusters Score -2038170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2038174.750000 Penalty: 3246.104004
	Iteration 65Q: 3 clusters Score -2038175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2038173.250000 Penalty: 3246.104004
	Iteration 66Q: 3 clusters Score -2038173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2038176.375000 Penalty: 3246.104004
	Iteration 67Q: 3 clusters Score -2038176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2038178.750000 Penalty: 3246.104004
	Iteration 68Q: 3 clusters Score -2038179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2038179.000000 Penalty: 3246.104004
	Iteration 69Q: 3 clusters Score -2038179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2038182.750000 Penalty: 3246.104004
	Iteration 70Q: 3 clusters Score -2038183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2038182.875000 Penalty: 3246.104004
	Iteration 71Q: 3 clusters Score -2038183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2038179.125000 Penalty: 3246.104004
	Iteration 72Q: 3 clusters Score -2038179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2038183.625000 Penalty: 3246.104004
	Iteration 73Q: 3 clusters Score -2038184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2038185.750000 Penalty: 3246.104004
	Iteration 74Q: 3 clusters Score -2038186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2038187.750000 Penalty: 3246.104004
	Iteration 75Q: 3 clusters Score -2038188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2038187.750000 Penalty: 3246.104004
	Iteration 76F: 3 clusters Score -2038188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 46801 members 
Mstep: Class 3 contains 28020 members 
Mstep: Class 4 contains 325992 members 
Mstep: Class 6 contains 21408 members 
Mstep: Class 8 contains 3785 members 
Mstep: Class 10 contains 21380 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 18 contains 63390 members 
Mstep: Class 19 contains 39433 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 23 contains 17862 members 
Mstep: Class 24 contains 21764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 14 clusters Score -5.452612e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 46782 members 
Mstep: Class 3 contains 28022 members 
Mstep: Class 4 contains 325942 members 
Mstep: Class 6 contains 21427 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 10 contains 21394 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 18 contains 63380 members 
Mstep: Class 19 contains 39431 members 
Mstep: Class 21 contains 2121 members 
Mstep: Class 23 contains 17884 members 
Mstep: Class 24 contains 21854 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 14 clusters Score -5.452624e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 46763 members 
Mstep: Class 3 contains 28015 members 
Mstep: Class 4 contains 325870 members 
Mstep: Class 6 contains 21454 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 10 contains 21425 members 
Mstep: Class 15 contains 2441 members 
Mstep: Class 18 contains 63374 members 
Mstep: Class 19 contains 39438 members 
Mstep: Class 21 contains 2121 members 
Mstep: Class 23 contains 17911 members 
Mstep: Class 24 contains 21943 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 14 clusters Score -5.452626e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 46749 members 
Mstep: Class 3 contains 28015 members 
Mstep: Class 4 contains 325823 members 
Mstep: Class 6 contains 21471 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 10 contains 21446 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 18 contains 63368 members 
Mstep: Class 19 contains 39446 members 
Mstep: Class 21 contains 2121 members 
Mstep: Class 23 contains 17929 members 
Mstep: Class 24 contains 22013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 14 clusters Score -5.45263e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 46737 members 
Mstep: Class 3 contains 28013 members 
Mstep: Class 4 contains 325768 members 
Mstep: Class 6 contains 21485 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 10 contains 21494 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 18 contains 63372 members 
Mstep: Class 19 contains 39455 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 23 contains 17954 members 
Mstep: Class 24 contains 22065 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 14 clusters Score -5.452645e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 46730 members 
Mstep: Class 3 contains 28012 members 
Mstep: Class 4 contains 325731 members 
Mstep: Class 6 contains 21497 members 
Mstep: Class 8 contains 3507 members 
Mstep: Class 10 contains 21535 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 18 contains 63365 members 
Mstep: Class 19 contains 39463 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 23 contains 17984 members 
Mstep: Class 24 contains 22110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 14 clusters Score -5.452649e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 46715 members 
Mstep: Class 3 contains 28017 members 
Mstep: Class 4 contains 325711 members 
Mstep: Class 6 contains 21503 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 10 contains 21566 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 18 contains 63352 members 
Mstep: Class 19 contains 39473 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 23 contains 18018 members 
Mstep: Class 24 contains 22152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 14 clusters Score -5.45266e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 46696 members 
Mstep: Class 3 contains 28021 members 
Mstep: Class 4 contains 325692 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 10 contains 21600 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 18 contains 63341 members 
Mstep: Class 19 contains 39480 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 23 contains 18044 members 
Mstep: Class 24 contains 22193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 14 clusters Score -5.452658e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 46683 members 
Mstep: Class 3 contains 28024 members 
Mstep: Class 4 contains 325655 members 
Mstep: Class 6 contains 21526 members 
Mstep: Class 8 contains 3394 members 
Mstep: Class 10 contains 21640 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 18 contains 63338 members 
Mstep: Class 19 contains 39486 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 23 contains 18071 members 
Mstep: Class 24 contains 22231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526544.000000 Penalty: 28115.259766
Iteration 87Q: 14 clusters Score -5.452654e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 46675 members 
Mstep: Class 3 contains 28026 members 
Mstep: Class 4 contains 325623 members 
Mstep: Class 6 contains 21536 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 10 contains 21692 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 18 contains 63331 members 
Mstep: Class 19 contains 39490 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 23 contains 18096 members 
Mstep: Class 24 contains 22264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526540.000000 Penalty: 28115.259766
Iteration 88Q: 14 clusters Score -5.452654e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 46672 members 
Mstep: Class 3 contains 28029 members 
Mstep: Class 4 contains 325607 members 
Mstep: Class 6 contains 21545 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 10 contains 21732 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 18 contains 63323 members 
Mstep: Class 19 contains 39493 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 23 contains 18112 members 
Mstep: Class 24 contains 22299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526620.000000 Penalty: 28115.259766
Iteration 89Q: 14 clusters Score -5.452662e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 46678 members 
Mstep: Class 3 contains 28033 members 
Mstep: Class 4 contains 325587 members 
Mstep: Class 6 contains 21547 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 10 contains 21773 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 18 contains 63319 members 
Mstep: Class 19 contains 39497 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 23 contains 18138 members 
Mstep: Class 24 contains 22329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526600.000000 Penalty: 28115.259766
Iteration 90Q: 14 clusters Score -5.45266e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 46680 members 
Mstep: Class 3 contains 28035 members 
Mstep: Class 4 contains 325561 members 
Mstep: Class 6 contains 21554 members 
Mstep: Class 8 contains 3186 members 
Mstep: Class 10 contains 21818 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 18 contains 63315 members 
Mstep: Class 19 contains 39499 members 
Mstep: Class 21 contains 2130 members 
Mstep: Class 23 contains 18169 members 
Mstep: Class 24 contains 22356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526716.000000 Penalty: 28115.259766
Iteration 91Q: 14 clusters Score -5.452672e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 46682 members 
Mstep: Class 3 contains 28039 members 
Mstep: Class 4 contains 325531 members 
Mstep: Class 6 contains 21555 members 
Mstep: Class 8 contains 3133 members 
Mstep: Class 10 contains 21862 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 18 contains 63315 members 
Mstep: Class 19 contains 39502 members 
Mstep: Class 21 contains 2132 members 
Mstep: Class 23 contains 18197 members 
Mstep: Class 24 contains 22385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526800.000000 Penalty: 28115.259766
Iteration 92Q: 14 clusters Score -5.45268e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 46676 members 
Mstep: Class 3 contains 28040 members 
Mstep: Class 4 contains 325524 members 
Mstep: Class 6 contains 21559 members 
Mstep: Class 8 contains 3080 members 
Mstep: Class 10 contains 21904 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 18 contains 63314 members 
Mstep: Class 19 contains 39502 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 23 contains 18219 members 
Mstep: Class 24 contains 22406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526808.000000 Penalty: 28115.259766
Iteration 93Q: 14 clusters Score -5.452681e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 46666 members 
Mstep: Class 3 contains 28044 members 
Mstep: Class 4 contains 325542 members 
Mstep: Class 6 contains 21558 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 10 contains 21953 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 18 contains 63313 members 
Mstep: Class 19 contains 39500 members 
Mstep: Class 21 contains 2127 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 22425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526704.000000 Penalty: 28115.259766
Iteration 94Q: 14 clusters Score -5.45267e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 46655 members 
Mstep: Class 3 contains 28043 members 
Mstep: Class 4 contains 325570 members 
Mstep: Class 6 contains 21561 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 10 contains 22000 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 18 contains 63305 members 
Mstep: Class 19 contains 39497 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 23 contains 18242 members 
Mstep: Class 24 contains 22434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526788.000000 Penalty: 28115.259766
Iteration 95Q: 14 clusters Score -5.452679e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 46641 members 
Mstep: Class 3 contains 28044 members 
Mstep: Class 4 contains 325583 members 
Mstep: Class 6 contains 21565 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 18 contains 63300 members 
Mstep: Class 19 contains 39500 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 22446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526780.000000 Penalty: 28115.259766
Iteration 96Q: 14 clusters Score -5.452678e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 46632 members 
Mstep: Class 3 contains 28045 members 
Mstep: Class 4 contains 325598 members 
Mstep: Class 6 contains 21565 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 10 contains 22112 members 
Mstep: Class 15 contains 2406 members 
Mstep: Class 18 contains 63298 members 
Mstep: Class 19 contains 39503 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 23 contains 18258 members 
Mstep: Class 24 contains 22461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526800.000000 Penalty: 28115.259766
Iteration 97Q: 14 clusters Score -5.45268e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 46624 members 
Mstep: Class 3 contains 28050 members 
Mstep: Class 4 contains 325593 members 
Mstep: Class 6 contains 21565 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 15 contains 2404 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 39507 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 22473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526892.000000 Penalty: 28115.259766
Iteration 98Q: 14 clusters Score -5.452689e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 46616 members 
Mstep: Class 3 contains 28052 members 
Mstep: Class 4 contains 325595 members 
Mstep: Class 6 contains 21565 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 10 contains 22239 members 
Mstep: Class 15 contains 2404 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 39510 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 23 contains 18279 members 
Mstep: Class 24 contains 22482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526924.000000 Penalty: 28115.259766
Iteration 99Q: 14 clusters Score -5.452692e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 46612 members 
Mstep: Class 3 contains 28055 members 
Mstep: Class 4 contains 325592 members 
Mstep: Class 6 contains 21566 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 10 contains 22294 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 18 contains 63296 members 
Mstep: Class 19 contains 39511 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 23 contains 18297 members 
Mstep: Class 24 contains 22493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54526984.000000 Penalty: 28115.259766
Iteration 100F: 14 clusters Score -5.452698e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 46609 members 
Mstep: Class 3 contains 28062 members 
Mstep: Class 4 contains 325592 members 
Mstep: Class 6 contains 21567 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 10 contains 22335 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63296 members 
Mstep: Class 19 contains 39513 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 23 contains 18310 members 
Mstep: Class 24 contains 22508 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 14 clusters Score -5.45271e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 46604 members 
Mstep: Class 3 contains 28065 members 
Mstep: Class 4 contains 325605 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 10 contains 22358 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63298 members 
Mstep: Class 19 contains 39515 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 23 contains 18322 members 
Mstep: Class 24 contains 22523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 14 clusters Score -5.452711e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 46603 members 
Mstep: Class 3 contains 28066 members 
Mstep: Class 4 contains 325606 members 
Mstep: Class 6 contains 21571 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 10 contains 22383 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63302 members 
Mstep: Class 19 contains 39516 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 23 contains 18330 members 
Mstep: Class 24 contains 22537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 14 clusters Score -5.452711e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 46598 members 
Mstep: Class 3 contains 28069 members 
Mstep: Class 4 contains 325613 members 
Mstep: Class 6 contains 21570 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 10 contains 22412 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63301 members 
Mstep: Class 19 contains 39520 members 
Mstep: Class 21 contains 2121 members 
Mstep: Class 23 contains 18335 members 
Mstep: Class 24 contains 22551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 14 clusters Score -5.45271e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 46597 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325619 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 10 contains 22432 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63304 members 
Mstep: Class 19 contains 39521 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 23 contains 18341 members 
Mstep: Class 24 contains 22565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 14 clusters Score -5.452719e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 46594 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325626 members 
Mstep: Class 6 contains 21570 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 10 contains 22460 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63304 members 
Mstep: Class 19 contains 39522 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 23 contains 18344 members 
Mstep: Class 24 contains 22574 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 14 clusters Score -5.452717e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 46591 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325632 members 
Mstep: Class 6 contains 21570 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 10 contains 22493 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63302 members 
Mstep: Class 19 contains 39525 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 23 contains 18349 members 
Mstep: Class 24 contains 22587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 14 clusters Score -5.452722e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 46587 members 
Mstep: Class 3 contains 28074 members 
Mstep: Class 4 contains 325633 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 10 contains 22528 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63302 members 
Mstep: Class 19 contains 39528 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 23 contains 18357 members 
Mstep: Class 24 contains 22601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527180.000000 Penalty: 28115.259766
Iteration 108Q: 14 clusters Score -5.452718e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 46587 members 
Mstep: Class 3 contains 28075 members 
Mstep: Class 4 contains 325635 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 10 contains 22582 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63303 members 
Mstep: Class 19 contains 39530 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 23 contains 18359 members 
Mstep: Class 24 contains 22613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527300.000000 Penalty: 28115.259766
Iteration 109Q: 14 clusters Score -5.45273e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 46587 members 
Mstep: Class 3 contains 28074 members 
Mstep: Class 4 contains 325644 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 10 contains 22644 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63303 members 
Mstep: Class 19 contains 39532 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 23 contains 18359 members 
Mstep: Class 24 contains 22628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527336.000000 Penalty: 28115.259766
Iteration 110Q: 14 clusters Score -5.452734e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 46586 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325667 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 10 contains 22686 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 63298 members 
Mstep: Class 19 contains 39532 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 23 contains 18359 members 
Mstep: Class 24 contains 22646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527364.000000 Penalty: 28115.259766
Iteration 111Q: 14 clusters Score -5.452736e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 46587 members 
Mstep: Class 3 contains 28071 members 
Mstep: Class 4 contains 325697 members 
Mstep: Class 6 contains 21568 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 10 contains 22703 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 18 contains 63299 members 
Mstep: Class 19 contains 39535 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 23 contains 18359 members 
Mstep: Class 24 contains 22661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527252.000000 Penalty: 28115.259766
Iteration 112Q: 14 clusters Score -5.452725e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 46585 members 
Mstep: Class 3 contains 28070 members 
Mstep: Class 4 contains 325724 members 
Mstep: Class 6 contains 21567 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 10 contains 22726 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63297 members 
Mstep: Class 19 contains 39540 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 23 contains 18361 members 
Mstep: Class 24 contains 22676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527228.000000 Penalty: 28115.259766
Iteration 113Q: 14 clusters Score -5.452723e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 46581 members 
Mstep: Class 3 contains 28069 members 
Mstep: Class 4 contains 325758 members 
Mstep: Class 6 contains 21565 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 10 contains 22758 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63297 members 
Mstep: Class 19 contains 39542 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 23 contains 18363 members 
Mstep: Class 24 contains 22695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527188.000000 Penalty: 28115.259766
Iteration 114Q: 14 clusters Score -5.452719e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 28071 members 
Mstep: Class 4 contains 325784 members 
Mstep: Class 6 contains 21566 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 10 contains 22776 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63298 members 
Mstep: Class 19 contains 39544 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 23 contains 18367 members 
Mstep: Class 24 contains 22716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527264.000000 Penalty: 28115.259766
Iteration 115Q: 14 clusters Score -5.452726e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 46571 members 
Mstep: Class 3 contains 28070 members 
Mstep: Class 4 contains 325811 members 
Mstep: Class 6 contains 21567 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 10 contains 22791 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63299 members 
Mstep: Class 19 contains 39546 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 23 contains 18370 members 
Mstep: Class 24 contains 22739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527284.000000 Penalty: 28115.259766
Iteration 116Q: 14 clusters Score -5.452728e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 46565 members 
Mstep: Class 3 contains 28067 members 
Mstep: Class 4 contains 325810 members 
Mstep: Class 6 contains 21570 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63296 members 
Mstep: Class 19 contains 39550 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 23 contains 18375 members 
Mstep: Class 24 contains 22766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527368.000000 Penalty: 28115.259766
Iteration 117Q: 14 clusters Score -5.452737e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 46561 members 
Mstep: Class 3 contains 28065 members 
Mstep: Class 4 contains 325790 members 
Mstep: Class 6 contains 21573 members 
Mstep: Class 8 contains 2080 members 
Mstep: Class 10 contains 22859 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63297 members 
Mstep: Class 19 contains 39554 members 
Mstep: Class 21 contains 2104 members 
Mstep: Class 23 contains 18383 members 
Mstep: Class 24 contains 22795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527448.000000 Penalty: 28115.259766
Iteration 118Q: 14 clusters Score -5.452745e+07 nChanged 157
Entering ConstructFrom: 
Score: -54527448.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (7104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Entering Unmasked Estep 
Score: -630422.500000 Penalty: 1441.117065
	Iteration 0F: 2 clusters Score -630422.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -625116.625000 Penalty: 2882.234131
	Iteration 0F: 3 clusters Score -625116.6 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -626733.750000 Penalty: 2882.234131
	Iteration 1F: 3 clusters Score -626733.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -627037.812500 Penalty: 2882.234131
	Iteration 2F: 3 clusters Score -627037.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -627306.937500 Penalty: 2882.234131
	Iteration 3F: 3 clusters Score -627306.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -627594.875000 Penalty: 2882.234131
	Iteration 4F: 3 clusters Score -627594.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -627872.500000 Penalty: 2882.234131
	Iteration 5F: 3 clusters Score -627872.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -628215.437500 Penalty: 2882.234131
	Iteration 6F: 3 clusters Score -628215.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -628570.375000 Penalty: 2882.234131
	Iteration 7F: 3 clusters Score -628570.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -628921.187500 Penalty: 2882.234131
	Iteration 8F: 3 clusters Score -628921.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -629237.375000 Penalty: 2882.234131
	Iteration 9F: 3 clusters Score -629237.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -629462.750000 Penalty: 2882.234131
	Iteration 10Q: 3 clusters Score -629462.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -629601.187500 Penalty: 2882.234131
	Iteration 11Q: 3 clusters Score -629601.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -629646.062500 Penalty: 2882.234131
	Iteration 12Q: 3 clusters Score -629646.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -629660.625000 Penalty: 2882.234131
	Iteration 13Q: 3 clusters Score -629660.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -629662.812500 Penalty: 2882.234131
	Iteration 14Q: 3 clusters Score -629662.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -629668.937500 Penalty: 2882.234131
	Iteration 15Q: 3 clusters Score -629668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -629671.250000 Penalty: 2882.234131
	Iteration 16Q: 3 clusters Score -629671.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -629672.937500 Penalty: 2882.234131
	Iteration 17Q: 3 clusters Score -629672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -629674.562500 Penalty: 2882.234131
	Iteration 18Q: 3 clusters Score -629674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -629675.875000 Penalty: 2882.234131
	Iteration 19Q: 3 clusters Score -629675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -629677.375000 Penalty: 2882.234131
	Iteration 20F: 3 clusters Score -629677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -629677.375000 Penalty: 2882.234131
	Iteration 21Q: 3 clusters Score -629677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -629679.312500 Penalty: 2882.234131
	Iteration 22Q: 3 clusters Score -629679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -629681.937500 Penalty: 2882.234131
	Iteration 23Q: 3 clusters Score -629681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -629683.562500 Penalty: 2882.234131
	Iteration 24Q: 3 clusters Score -629683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -629684.062500 Penalty: 2882.234131
	Iteration 25Q: 3 clusters Score -629684.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -629685.750000 Penalty: 2882.234131
	Iteration 26Q: 3 clusters Score -629685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -629688.375000 Penalty: 2882.234131
	Iteration 27Q: 3 clusters Score -629688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -629691.875000 Penalty: 2882.234131
	Iteration 28Q: 3 clusters Score -629691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -629692.000000 Penalty: 2882.234131
	Iteration 29Q: 3 clusters Score -629692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -629693.312500 Penalty: 2882.234131
	Iteration 30Q: 3 clusters Score -629693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -629693.062500 Penalty: 2882.234131
	Iteration 31Q: 3 clusters Score -629693.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -629693.062500 Penalty: 2882.234131
	Iteration 32F: 3 clusters Score -629693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Entering Unmasked Estep 
Score: -4340949.000000 Penalty: 1746.620239
	Iteration 0F: 2 clusters Score -4340949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -4309835.000000 Penalty: 3493.240479
	Iteration 0F: 3 clusters Score -4309835 nChanged 21865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -4322006.500000 Penalty: 3493.240479
	Iteration 1F: 3 clusters Score -4322006 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -4322487.000000 Penalty: 3493.240479
	Iteration 2Q: 3 clusters Score -4322487 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4323012.000000 Penalty: 3493.240479
	Iteration 3Q: 3 clusters Score -4323012 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4323662.500000 Penalty: 3493.240479
	Iteration 4Q: 3 clusters Score -4323662 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4324713.500000 Penalty: 3493.240479
	Iteration 5Q: 3 clusters Score -4324714 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4326278.500000 Penalty: 3493.240479
	Iteration 6F: 3 clusters Score -4326278 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4328696.000000 Penalty: 3493.240479
	Iteration 7F: 3 clusters Score -4328696 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4331493.000000 Penalty: 3493.240479
	Iteration 8F: 3 clusters Score -4331493 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -4333888.500000 Penalty: 3493.240479
	Iteration 9F: 3 clusters Score -4333888 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4335698.000000 Penalty: 3493.240479
	Iteration 10Q: 3 clusters Score -4335698 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -4336862.000000 Penalty: 3493.240479
	Iteration 11Q: 3 clusters Score -4336862 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -4337553.500000 Penalty: 3493.240479
	Iteration 12Q: 3 clusters Score -4337554 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4338090.500000 Penalty: 3493.240479
	Iteration 13Q: 3 clusters Score -4338090 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4338502.500000 Penalty: 3493.240479
	Iteration 14Q: 3 clusters Score -4338502 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4338797.000000 Penalty: 3493.240479
	Iteration 15Q: 3 clusters Score -4338797 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4339020.000000 Penalty: 3493.240479
	Iteration 16Q: 3 clusters Score -4339020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4339243.000000 Penalty: 3493.240479
	Iteration 17Q: 3 clusters Score -4339243 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4339388.000000 Penalty: 3493.240479
	Iteration 18Q: 3 clusters Score -4339388 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4339501.500000 Penalty: 3493.240479
	Iteration 19Q: 3 clusters Score -4339502 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4339589.000000 Penalty: 3493.240479
	Iteration 20F: 3 clusters Score -4339589 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4339635.500000 Penalty: 3493.240479
	Iteration 21Q: 3 clusters Score -4339636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4339658.000000 Penalty: 3493.240479
	Iteration 22Q: 3 clusters Score -4339658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4339678.500000 Penalty: 3493.240479
	Iteration 23Q: 3 clusters Score -4339678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4339705.000000 Penalty: 3493.240479
	Iteration 24Q: 3 clusters Score -4339705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4339724.000000 Penalty: 3493.240479
	Iteration 25Q: 3 clusters Score -4339724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4339736.500000 Penalty: 3493.240479
	Iteration 26Q: 3 clusters Score -4339736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4339738.500000 Penalty: 3493.240479
	Iteration 27Q: 3 clusters Score -4339738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4339767.000000 Penalty: 3493.240479
	Iteration 28Q: 3 clusters Score -4339767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4339769.000000 Penalty: 3493.240479
	Iteration 29Q: 3 clusters Score -4339769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4339770.000000 Penalty: 3493.240479
	Iteration 30Q: 3 clusters Score -4339770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4339780.000000 Penalty: 3493.240479
	Iteration 31Q: 3 clusters Score -4339780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4339784.000000 Penalty: 3493.240479
	Iteration 32Q: 3 clusters Score -4339784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4339789.000000 Penalty: 3493.240479
	Iteration 33Q: 3 clusters Score -4339789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4339795.000000 Penalty: 3493.240479
	Iteration 34Q: 3 clusters Score -4339795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4339803.000000 Penalty: 3493.240479
	Iteration 35Q: 3 clusters Score -4339803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4339805.000000 Penalty: 3493.240479
	Iteration 36Q: 3 clusters Score -4339805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4339815.000000 Penalty: 3493.240479
	Iteration 37Q: 3 clusters Score -4339815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4339810.500000 Penalty: 3493.240479
	Iteration 38Q: 3 clusters Score -4339810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4339812.000000 Penalty: 3493.240479
	Iteration 39Q: 3 clusters Score -4339812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4339806.500000 Penalty: 3493.240479
	Iteration 40F: 3 clusters Score -4339806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4339819.500000 Penalty: 3493.240479
	Iteration 41Q: 3 clusters Score -4339820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4339818.500000 Penalty: 3493.240479
	Iteration 42Q: 3 clusters Score -4339818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4339821.000000 Penalty: 3493.240479
	Iteration 43Q: 3 clusters Score -4339821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4339818.500000 Penalty: 3493.240479
	Iteration 44Q: 3 clusters Score -4339818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4339822.000000 Penalty: 3493.240479
	Iteration 45Q: 3 clusters Score -4339822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4339821.000000 Penalty: 3493.240479
	Iteration 46Q: 3 clusters Score -4339821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4339833.500000 Penalty: 3493.240479
	Iteration 47Q: 3 clusters Score -4339834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4339828.500000 Penalty: 3493.240479
	Iteration 48Q: 3 clusters Score -4339828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4339828.500000 Penalty: 3493.240479
	Iteration 49Q: 3 clusters Score -4339828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4339822.000000 Penalty: 3493.240479
	Iteration 50Q: 3 clusters Score -4339822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4339825.000000 Penalty: 3493.240479
	Iteration 51Q: 3 clusters Score -4339825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4339826.000000 Penalty: 3493.240479
	Iteration 52Q: 3 clusters Score -4339826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4339823.000000 Penalty: 3493.240479
	Iteration 53Q: 3 clusters Score -4339823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4339823.000000 Penalty: 3493.240479
	Iteration 54Q: 3 clusters Score -4339823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4339826.000000 Penalty: 3493.240479
	Iteration 55Q: 3 clusters Score -4339826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4339820.500000 Penalty: 3493.240479
	Iteration 56Q: 3 clusters Score -4339820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4339826.500000 Penalty: 3493.240479
	Iteration 57Q: 3 clusters Score -4339826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4339826.500000 Penalty: 3493.240479
	Iteration 58F: 3 clusters Score -4339826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Entering Unmasked Estep 
Score: -2637369.500000 Penalty: 1664.370239
	Iteration 0F: 2 clusters Score -2637370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2618480.000000 Penalty: 3328.740479
	Iteration 0F: 3 clusters Score -2618480 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2625925.500000 Penalty: 3328.740479
	Iteration 1F: 3 clusters Score -2625926 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2626821.500000 Penalty: 3328.740479
	Iteration 2F: 3 clusters Score -2626822 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2628030.500000 Penalty: 3328.740479
	Iteration 3F: 3 clusters Score -2628030 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2629773.000000 Penalty: 3328.740479
	Iteration 4F: 3 clusters Score -2629773 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2631846.750000 Penalty: 3328.740479
	Iteration 5F: 3 clusters Score -2631847 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2633762.500000 Penalty: 3328.740479
	Iteration 6F: 3 clusters Score -2633762 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2634985.250000 Penalty: 3328.740479
	Iteration 7Q: 3 clusters Score -2634985 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2635485.250000 Penalty: 3328.740479
	Iteration 8Q: 3 clusters Score -2635485 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2635625.250000 Penalty: 3328.740479
	Iteration 9Q: 3 clusters Score -2635625 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2635705.250000 Penalty: 3328.740479
	Iteration 10Q: 3 clusters Score -2635705 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2635762.000000 Penalty: 3328.740479
	Iteration 11Q: 3 clusters Score -2635762 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2635804.000000 Penalty: 3328.740479
	Iteration 12Q: 3 clusters Score -2635804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2635833.000000 Penalty: 3328.740479
	Iteration 13Q: 3 clusters Score -2635833 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2635854.250000 Penalty: 3328.740479
	Iteration 14Q: 3 clusters Score -2635854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2635871.750000 Penalty: 3328.740479
	Iteration 15Q: 3 clusters Score -2635872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2635903.500000 Penalty: 3328.740479
	Iteration 16Q: 3 clusters Score -2635904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2635916.750000 Penalty: 3328.740479
	Iteration 17Q: 3 clusters Score -2635917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2635922.000000 Penalty: 3328.740479
	Iteration 18Q: 3 clusters Score -2635922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2635935.000000 Penalty: 3328.740479
	Iteration 19Q: 3 clusters Score -2635935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2635950.250000 Penalty: 3328.740479
	Iteration 20F: 3 clusters Score -2635950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2635969.250000 Penalty: 3328.740479
	Iteration 21Q: 3 clusters Score -2635969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2635979.250000 Penalty: 3328.740479
	Iteration 22Q: 3 clusters Score -2635979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2636000.500000 Penalty: 3328.740479
	Iteration 23Q: 3 clusters Score -2636000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2636011.500000 Penalty: 3328.740479
	Iteration 24Q: 3 clusters Score -2636012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2636031.500000 Penalty: 3328.740479
	Iteration 25Q: 3 clusters Score -2636032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2636048.750000 Penalty: 3328.740479
	Iteration 26Q: 3 clusters Score -2636049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2636057.750000 Penalty: 3328.740479
	Iteration 27Q: 3 clusters Score -2636058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2636064.000000 Penalty: 3328.740479
	Iteration 28Q: 3 clusters Score -2636064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2636063.750000 Penalty: 3328.740479
	Iteration 29Q: 3 clusters Score -2636064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2636065.250000 Penalty: 3328.740479
	Iteration 30Q: 3 clusters Score -2636065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2636072.000000 Penalty: 3328.740479
	Iteration 31Q: 3 clusters Score -2636072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2636075.750000 Penalty: 3328.740479
	Iteration 32Q: 3 clusters Score -2636076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2636075.500000 Penalty: 3328.740479
	Iteration 33Q: 3 clusters Score -2636076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2636077.750000 Penalty: 3328.740479
	Iteration 34Q: 3 clusters Score -2636078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2636077.750000 Penalty: 3328.740479
	Iteration 35F: 3 clusters Score -2636078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (325783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325783 members 
Entering Unmasked Estep 
Score: -29791338.000000 Penalty: 2062.772949
	Iteration 0F: 2 clusters Score -2.979134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162983 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -29582856.000000 Penalty: 4125.545898
	Iteration 0F: 3 clusters Score -2.958286e+07 nChanged 159101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163524 members 
Mstep: Class 2 contains 162259 members 
Entering Unmasked Estep 
Score: -29677000.000000 Penalty: 4125.545898
	Iteration 1F: 3 clusters Score -2.9677e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 162099 members 
Entering Unmasked Estep 
Score: -29678144.000000 Penalty: 4125.545898
	Iteration 2Q: 3 clusters Score -2.967814e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164055 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -29679182.000000 Penalty: 4125.545898
	Iteration 3Q: 3 clusters Score -2.967918e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164792 members 
Mstep: Class 2 contains 160991 members 
Entering Unmasked Estep 
Score: -29680462.000000 Penalty: 4125.545898
	Iteration 4Q: 3 clusters Score -2.968046e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166026 members 
Mstep: Class 2 contains 159757 members 
Entering Unmasked Estep 
Score: -29682144.000000 Penalty: 4125.545898
	Iteration 5Q: 3 clusters Score -2.968214e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168008 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -29684718.000000 Penalty: 4125.545898
	Iteration 6Q: 3 clusters Score -2.968472e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 154749 members 
Entering Unmasked Estep 
Score: -29688128.000000 Penalty: 4125.545898
	Iteration 7Q: 3 clusters Score -2.968813e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -29693566.000000 Penalty: 4125.545898
	Iteration 8Q: 3 clusters Score -2.969357e+07 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181099 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -29703150.000000 Penalty: 4125.545898
	Iteration 9F: 3 clusters Score -2.970315e+07 nChanged 19784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187445 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -29717786.000000 Penalty: 4125.545898
	Iteration 10F: 3 clusters Score -2.971779e+07 nChanged 21520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192727 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -29733870.000000 Penalty: 4125.545898
	Iteration 11F: 3 clusters Score -2.973387e+07 nChanged 18264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196235 members 
Mstep: Class 2 contains 129548 members 
Entering Unmasked Estep 
Score: -29743132.000000 Penalty: 4125.545898
	Iteration 12F: 3 clusters Score -2.974313e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198944 members 
Mstep: Class 2 contains 126839 members 
Entering Unmasked Estep 
Score: -29746260.000000 Penalty: 4125.545898
	Iteration 13Q: 3 clusters Score -2.974626e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201678 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -29747564.000000 Penalty: 4125.545898
	Iteration 14Q: 3 clusters Score -2.974756e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204446 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -29748304.000000 Penalty: 4125.545898
	Iteration 15Q: 3 clusters Score -2.97483e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207265 members 
Mstep: Class 2 contains 118518 members 
Entering Unmasked Estep 
Score: -29749204.000000 Penalty: 4125.545898
	Iteration 16Q: 3 clusters Score -2.97492e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210136 members 
Mstep: Class 2 contains 115647 members 
Entering Unmasked Estep 
Score: -29749972.000000 Penalty: 4125.545898
	Iteration 17Q: 3 clusters Score -2.974997e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213039 members 
Mstep: Class 2 contains 112744 members 
Entering Unmasked Estep 
Score: -29750832.000000 Penalty: 4125.545898
	Iteration 18Q: 3 clusters Score -2.975083e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216194 members 
Mstep: Class 2 contains 109589 members 
Entering Unmasked Estep 
Score: -29751706.000000 Penalty: 4125.545898
	Iteration 19Q: 3 clusters Score -2.975171e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219542 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -29752844.000000 Penalty: 4125.545898
	Iteration 20F: 3 clusters Score -2.975284e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223122 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -29754038.000000 Penalty: 4125.545898
	Iteration 21Q: 3 clusters Score -2.975404e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226857 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -29755188.000000 Penalty: 4125.545898
	Iteration 22Q: 3 clusters Score -2.975519e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230796 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -29756636.000000 Penalty: 4125.545898
	Iteration 23Q: 3 clusters Score -2.975664e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234823 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -29757976.000000 Penalty: 4125.545898
	Iteration 24Q: 3 clusters Score -2.975798e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238926 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -29759290.000000 Penalty: 4125.545898
	Iteration 25Q: 3 clusters Score -2.975929e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243046 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -29760500.000000 Penalty: 4125.545898
	Iteration 26Q: 3 clusters Score -2.97605e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247317 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -29762080.000000 Penalty: 4125.545898
	Iteration 27Q: 3 clusters Score -2.976208e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251707 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -29763292.000000 Penalty: 4125.545898
	Iteration 28Q: 3 clusters Score -2.976329e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256285 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -29764938.000000 Penalty: 4125.545898
	Iteration 29Q: 3 clusters Score -2.976494e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261030 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -29766630.000000 Penalty: 4125.545898
	Iteration 30Q: 3 clusters Score -2.976663e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265798 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -29768318.000000 Penalty: 4125.545898
	Iteration 31Q: 3 clusters Score -2.976832e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270685 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -29770068.000000 Penalty: 4125.545898
	Iteration 32Q: 3 clusters Score -2.977007e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275720 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -29772144.000000 Penalty: 4125.545898
	Iteration 33Q: 3 clusters Score -2.977214e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280757 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -29774398.000000 Penalty: 4125.545898
	Iteration 34Q: 3 clusters Score -2.97744e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285688 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -29776550.000000 Penalty: 4125.545898
	Iteration 35Q: 3 clusters Score -2.977655e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290589 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -29779264.000000 Penalty: 4125.545898
	Iteration 36Q: 3 clusters Score -2.977926e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295612 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -29781782.000000 Penalty: 4125.545898
	Iteration 37Q: 3 clusters Score -2.978178e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300611 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -29783906.000000 Penalty: 4125.545898
	Iteration 38Q: 3 clusters Score -2.978391e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305110 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -29785446.000000 Penalty: 4125.545898
	Iteration 39Q: 3 clusters Score -2.978545e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309021 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -29786540.000000 Penalty: 4125.545898
	Iteration 40F: 3 clusters Score -2.978654e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312390 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -29787316.000000 Penalty: 4125.545898
	Iteration 41Q: 3 clusters Score -2.978732e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315121 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -29787816.000000 Penalty: 4125.545898
	Iteration 42Q: 3 clusters Score -2.978782e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317355 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -29788302.000000 Penalty: 4125.545898
	Iteration 43Q: 3 clusters Score -2.97883e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319174 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -29788524.000000 Penalty: 4125.545898
	Iteration 44Q: 3 clusters Score -2.978852e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320587 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -29788872.000000 Penalty: 4125.545898
	Iteration 45Q: 3 clusters Score -2.978887e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321682 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -29789074.000000 Penalty: 4125.545898
	Iteration 46Q: 3 clusters Score -2.978907e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322501 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -29789292.000000 Penalty: 4125.545898
	Iteration 47Q: 3 clusters Score -2.978929e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323125 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -29789402.000000 Penalty: 4125.545898
	Iteration 48Q: 3 clusters Score -2.97894e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323588 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -29789430.000000 Penalty: 4125.545898
	Iteration 49Q: 3 clusters Score -2.978943e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323923 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -29789462.000000 Penalty: 4125.545898
	Iteration 50Q: 3 clusters Score -2.978946e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324169 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -29789520.000000 Penalty: 4125.545898
	Iteration 51Q: 3 clusters Score -2.978952e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324340 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -29789568.000000 Penalty: 4125.545898
	Iteration 52Q: 3 clusters Score -2.978957e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324472 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -29789636.000000 Penalty: 4125.545898
	Iteration 53Q: 3 clusters Score -2.978964e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324578 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -29789648.000000 Penalty: 4125.545898
	Iteration 54Q: 3 clusters Score -2.978965e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324655 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -29789626.000000 Penalty: 4125.545898
	Iteration 55Q: 3 clusters Score -2.978963e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324712 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -29789642.000000 Penalty: 4125.545898
	Iteration 56Q: 3 clusters Score -2.978964e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324769 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -29789678.000000 Penalty: 4125.545898
	Iteration 57Q: 3 clusters Score -2.978968e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324815 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -29789686.000000 Penalty: 4125.545898
	Iteration 58Q: 3 clusters Score -2.978969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324847 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29789702.000000 Penalty: 4125.545898
	Iteration 59Q: 3 clusters Score -2.97897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324868 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -29789686.000000 Penalty: 4125.545898
	Iteration 60F: 3 clusters Score -2.978969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324885 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -29789698.000000 Penalty: 4125.545898
	Iteration 61Q: 3 clusters Score -2.97897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324902 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -29789698.000000 Penalty: 4125.545898
	Iteration 62Q: 3 clusters Score -2.97897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324910 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -29789690.000000 Penalty: 4125.545898
	Iteration 63Q: 3 clusters Score -2.978969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324920 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -29789704.000000 Penalty: 4125.545898
	Iteration 64Q: 3 clusters Score -2.97897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324925 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -29789736.000000 Penalty: 4125.545898
	Iteration 65Q: 3 clusters Score -2.978974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324937 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -29789736.000000 Penalty: 4125.545898
	Iteration 66Q: 3 clusters Score -2.978974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324947 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -29789734.000000 Penalty: 4125.545898
	Iteration 67Q: 3 clusters Score -2.978973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324959 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -29789738.000000 Penalty: 4125.545898
	Iteration 68Q: 3 clusters Score -2.978974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324969 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -29789726.000000 Penalty: 4125.545898
	Iteration 69Q: 3 clusters Score -2.978973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324980 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -29789738.000000 Penalty: 4125.545898
	Iteration 70Q: 3 clusters Score -2.978974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324989 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -29789760.000000 Penalty: 4125.545898
	Iteration 71Q: 3 clusters Score -2.978976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324999 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -29789756.000000 Penalty: 4125.545898
	Iteration 72Q: 3 clusters Score -2.978976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325001 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -29789770.000000 Penalty: 4125.545898
	Iteration 73Q: 3 clusters Score -2.978977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325010 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -29789756.000000 Penalty: 4125.545898
	Iteration 74Q: 3 clusters Score -2.978976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325015 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -29789780.000000 Penalty: 4125.545898
	Iteration 75Q: 3 clusters Score -2.978978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325019 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -29789760.000000 Penalty: 4125.545898
	Iteration 76Q: 3 clusters Score -2.978976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325021 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -29789758.000000 Penalty: 4125.545898
	Iteration 77Q: 3 clusters Score -2.978976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325020 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -29789770.000000 Penalty: 4125.545898
	Iteration 78Q: 3 clusters Score -2.978977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325023 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -29789762.000000 Penalty: 4125.545898
	Iteration 79Q: 3 clusters Score -2.978976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325022 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -29789772.000000 Penalty: 4125.545898
	Iteration 80F: 3 clusters Score -2.978977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325026 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -29789764.000000 Penalty: 4125.545898
	Iteration 81Q: 3 clusters Score -2.978976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325032 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -29789762.000000 Penalty: 4125.545898
	Iteration 82Q: 3 clusters Score -2.978976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325034 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -29789778.000000 Penalty: 4125.545898
	Iteration 83Q: 3 clusters Score -2.978978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325033 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -29789780.000000 Penalty: 4125.545898
	Iteration 84Q: 3 clusters Score -2.978978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325034 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -29789778.000000 Penalty: 4125.545898
	Iteration 85Q: 3 clusters Score -2.978978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325035 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -29789786.000000 Penalty: 4125.545898
	Iteration 86Q: 3 clusters Score -2.978979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325036 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -29789784.000000 Penalty: 4125.545898
	Iteration 87Q: 3 clusters Score -2.978978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325036 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -29789784.000000 Penalty: 4125.545898
	Iteration 88F: 3 clusters Score -2.978978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Entering Unmasked Estep 
Score: -2011472.500000 Penalty: 1621.642212
	Iteration 0F: 2 clusters Score -2011472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1996770.125000 Penalty: 3243.284424
	Iteration 0F: 3 clusters Score -1996770 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2002196.000000 Penalty: 3243.284424
	Iteration 1F: 3 clusters Score -2002196 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2002475.625000 Penalty: 3243.284424
	Iteration 2Q: 3 clusters Score -2002476 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2002742.375000 Penalty: 3243.284424
	Iteration 3Q: 3 clusters Score -2002742 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2003032.000000 Penalty: 3243.284424
	Iteration 4Q: 3 clusters Score -2003032 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2003388.625000 Penalty: 3243.284424
	Iteration 5Q: 3 clusters Score -2003389 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2003908.500000 Penalty: 3243.284424
	Iteration 6Q: 3 clusters Score -2003908 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2004661.625000 Penalty: 3243.284424
	Iteration 7F: 3 clusters Score -2004662 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2005758.250000 Penalty: 3243.284424
	Iteration 8F: 3 clusters Score -2005758 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2006907.750000 Penalty: 3243.284424
	Iteration 9F: 3 clusters Score -2006908 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2007918.750000 Penalty: 3243.284424
	Iteration 10F: 3 clusters Score -2007919 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2008659.000000 Penalty: 3243.284424
	Iteration 11Q: 3 clusters Score -2008659 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2009198.750000 Penalty: 3243.284424
	Iteration 12Q: 3 clusters Score -2009199 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2009524.500000 Penalty: 3243.284424
	Iteration 13Q: 3 clusters Score -2009524 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2009694.375000 Penalty: 3243.284424
	Iteration 14Q: 3 clusters Score -2009694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2009799.375000 Penalty: 3243.284424
	Iteration 15Q: 3 clusters Score -2009799 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2009887.125000 Penalty: 3243.284424
	Iteration 16Q: 3 clusters Score -2009887 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2009965.375000 Penalty: 3243.284424
	Iteration 17Q: 3 clusters Score -2009965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2009994.125000 Penalty: 3243.284424
	Iteration 18Q: 3 clusters Score -2009994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2010026.875000 Penalty: 3243.284424
	Iteration 19Q: 3 clusters Score -2010027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2010049.125000 Penalty: 3243.284424
	Iteration 20F: 3 clusters Score -2010049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2010062.250000 Penalty: 3243.284424
	Iteration 21Q: 3 clusters Score -2010062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2010074.500000 Penalty: 3243.284424
	Iteration 22Q: 3 clusters Score -2010074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2010085.125000 Penalty: 3243.284424
	Iteration 23Q: 3 clusters Score -2010085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2010094.875000 Penalty: 3243.284424
	Iteration 24Q: 3 clusters Score -2010095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2010096.500000 Penalty: 3243.284424
	Iteration 25Q: 3 clusters Score -2010096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2010102.125000 Penalty: 3243.284424
	Iteration 26Q: 3 clusters Score -2010102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2010101.625000 Penalty: 3243.284424
	Iteration 27Q: 3 clusters Score -2010102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2010103.500000 Penalty: 3243.284424
	Iteration 28Q: 3 clusters Score -2010104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2010103.500000 Penalty: 3243.284424
	Iteration 29F: 3 clusters Score -2010104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -167342.593750 Penalty: 1239.713135
	Iteration 0F: 2 clusters Score -167342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -165191.281250 Penalty: 2479.426270
	Iteration 0F: 3 clusters Score -165191.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -165751.734375 Penalty: 2479.426270
	Iteration 1F: 3 clusters Score -165751.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -165937.937500 Penalty: 2479.426270
	Iteration 2F: 3 clusters Score -165937.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -166120.296875 Penalty: 2479.426270
	Iteration 3F: 3 clusters Score -166120.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -166367.671875 Penalty: 2479.426270
	Iteration 4F: 3 clusters Score -166367.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -166718.890625 Penalty: 2479.426270
	Iteration 5F: 3 clusters Score -166718.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -167078.625000 Penalty: 2479.426270
	Iteration 6F: 3 clusters Score -167078.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -167392.859375 Penalty: 2479.426270
	Iteration 7F: 3 clusters Score -167392.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -167586.234375 Penalty: 2479.426270
	Iteration 8F: 3 clusters Score -167586.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -167688.218750 Penalty: 2479.426270
	Iteration 9Q: 3 clusters Score -167688.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -167710.140625 Penalty: 2479.426270
	Iteration 10Q: 3 clusters Score -167710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -167720.593750 Penalty: 2479.426270
	Iteration 11Q: 3 clusters Score -167720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -167723.734375 Penalty: 2479.426270
	Iteration 12Q: 3 clusters Score -167723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -167725.218750 Penalty: 2479.426270
	Iteration 13Q: 3 clusters Score -167725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -167725.562500 Penalty: 2479.426270
	Iteration 14Q: 3 clusters Score -167725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -167725.562500 Penalty: 2479.426270
	Iteration 15F: 3 clusters Score -167725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 46557 members 
Mstep: Class 3 contains 28065 members 
Mstep: Class 4 contains 325783 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 21576 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 10 contains 22891 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 23 contains 18392 members 
Mstep: Class 24 contains 22816 members 
Entering Unmasked Estep 
Score: -54526904.000000 Penalty: 30277.972656
Splitting cluster 8 changes total score from -54527448.000000 to -54526904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (22891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Entering Unmasked Estep 
Score: -2072113.750000 Penalty: 1631.256104
	Iteration 0F: 2 clusters Score -2072114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2056574.250000 Penalty: 3262.512207
	Iteration 0F: 3 clusters Score -2056574 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2062051.750000 Penalty: 3262.512207
	Iteration 1F: 3 clusters Score -2062052 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2062308.625000 Penalty: 3262.512207
	Iteration 2Q: 3 clusters Score -2062309 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2062542.125000 Penalty: 3262.512207
	Iteration 3Q: 3 clusters Score -2062542 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2062787.875000 Penalty: 3262.512207
	Iteration 4Q: 3 clusters Score -2062788 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2063122.875000 Penalty: 3262.512207
	Iteration 5Q: 3 clusters Score -2063123 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2063564.125000 Penalty: 3262.512207
	Iteration 6Q: 3 clusters Score -2063564 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2064193.125000 Penalty: 3262.512207
	Iteration 7F: 3 clusters Score -2064193 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2065230.000000 Penalty: 3262.512207
	Iteration 8F: 3 clusters Score -2065230 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2066701.875000 Penalty: 3262.512207
	Iteration 9F: 3 clusters Score -2066702 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2068400.375000 Penalty: 3262.512207
	Iteration 10F: 3 clusters Score -2068400 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2069588.750000 Penalty: 3262.512207
	Iteration 11F: 3 clusters Score -2069589 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2070177.250000 Penalty: 3262.512207
	Iteration 12Q: 3 clusters Score -2070177 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2070439.250000 Penalty: 3262.512207
	Iteration 13Q: 3 clusters Score -2070439 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2070557.500000 Penalty: 3262.512207
	Iteration 14Q: 3 clusters Score -2070558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2070604.625000 Penalty: 3262.512207
	Iteration 15Q: 3 clusters Score -2070605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2070627.250000 Penalty: 3262.512207
	Iteration 16Q: 3 clusters Score -2070627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2070638.500000 Penalty: 3262.512207
	Iteration 17Q: 3 clusters Score -2070638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2070642.750000 Penalty: 3262.512207
	Iteration 18Q: 3 clusters Score -2070643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2070642.750000 Penalty: 3262.512207
	Iteration 19F: 3 clusters Score -2070643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -226586.625000 Penalty: 1264.638428
	Iteration 0F: 2 clusters Score -226586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -224208.078125 Penalty: 2529.276855
	Iteration 0F: 3 clusters Score -224208.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -224700.578125 Penalty: 2529.276855
	Iteration 1F: 3 clusters Score -224700.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -224810.750000 Penalty: 2529.276855
	Iteration 2F: 3 clusters Score -224810.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -224878.093750 Penalty: 2529.276855
	Iteration 3Q: 3 clusters Score -224878.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -224923.859375 Penalty: 2529.276855
	Iteration 4Q: 3 clusters Score -224923.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -224956.171875 Penalty: 2529.276855
	Iteration 5Q: 3 clusters Score -224956.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -224992.296875 Penalty: 2529.276855
	Iteration 6Q: 3 clusters Score -224992.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -225019.234375 Penalty: 2529.276855
	Iteration 7Q: 3 clusters Score -225019.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -225037.703125 Penalty: 2529.276855
	Iteration 8Q: 3 clusters Score -225037.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -225050.140625 Penalty: 2529.276855
	Iteration 9Q: 3 clusters Score -225050.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -225061.781250 Penalty: 2529.276855
	Iteration 10Q: 3 clusters Score -225061.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -225068.359375 Penalty: 2529.276855
	Iteration 11Q: 3 clusters Score -225068.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -225078.234375 Penalty: 2529.276855
	Iteration 12Q: 3 clusters Score -225078.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -225088.812500 Penalty: 2529.276855
	Iteration 13Q: 3 clusters Score -225088.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -225098.703125 Penalty: 2529.276855
	Iteration 14Q: 3 clusters Score -225098.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -225104.750000 Penalty: 2529.276855
	Iteration 15Q: 3 clusters Score -225104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -225108.593750 Penalty: 2529.276855
	Iteration 16Q: 3 clusters Score -225108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -225113.343750 Penalty: 2529.276855
	Iteration 17Q: 3 clusters Score -225113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -225117.500000 Penalty: 2529.276855
	Iteration 18Q: 3 clusters Score -225117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -225122.328125 Penalty: 2529.276855
	Iteration 19Q: 3 clusters Score -225122.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -225125.796875 Penalty: 2529.276855
	Iteration 20F: 3 clusters Score -225125.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -225129.593750 Penalty: 2529.276855
	Iteration 21Q: 3 clusters Score -225129.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -225132.671875 Penalty: 2529.276855
	Iteration 22Q: 3 clusters Score -225132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -225138.515625 Penalty: 2529.276855
	Iteration 23Q: 3 clusters Score -225138.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -225143.703125 Penalty: 2529.276855
	Iteration 24Q: 3 clusters Score -225143.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -225150.515625 Penalty: 2529.276855
	Iteration 25Q: 3 clusters Score -225150.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -225154.500000 Penalty: 2529.276855
	Iteration 26Q: 3 clusters Score -225154.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -225159.687500 Penalty: 2529.276855
	Iteration 27Q: 3 clusters Score -225159.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -225165.703125 Penalty: 2529.276855
	Iteration 28Q: 3 clusters Score -225165.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -225174.312500 Penalty: 2529.276855
	Iteration 29Q: 3 clusters Score -225174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -225182.250000 Penalty: 2529.276855
	Iteration 30Q: 3 clusters Score -225182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -225186.875000 Penalty: 2529.276855
	Iteration 31Q: 3 clusters Score -225186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -225190.281250 Penalty: 2529.276855
	Iteration 32Q: 3 clusters Score -225190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -225194.234375 Penalty: 2529.276855
	Iteration 33Q: 3 clusters Score -225194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -225199.125000 Penalty: 2529.276855
	Iteration 34Q: 3 clusters Score -225199.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -225206.812500 Penalty: 2529.276855
	Iteration 35Q: 3 clusters Score -225206.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -225218.906250 Penalty: 2529.276855
	Iteration 36Q: 3 clusters Score -225218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -225225.406250 Penalty: 2529.276855
	Iteration 37Q: 3 clusters Score -225225.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -225229.796875 Penalty: 2529.276855
	Iteration 38Q: 3 clusters Score -225229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -225232.015625 Penalty: 2529.276855
	Iteration 39Q: 3 clusters Score -225232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -225235.812500 Penalty: 2529.276855
	Iteration 40F: 3 clusters Score -225235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -225238.625000 Penalty: 2529.276855
	Iteration 41Q: 3 clusters Score -225238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -225242.859375 Penalty: 2529.276855
	Iteration 42Q: 3 clusters Score -225242.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -225246.250000 Penalty: 2529.276855
	Iteration 43Q: 3 clusters Score -225246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -225248.078125 Penalty: 2529.276855
	Iteration 44Q: 3 clusters Score -225248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -225249.187500 Penalty: 2529.276855
	Iteration 45Q: 3 clusters Score -225249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -225249.421875 Penalty: 2529.276855
	Iteration 46Q: 3 clusters Score -225249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -225250.906250 Penalty: 2529.276855
	Iteration 47Q: 3 clusters Score -225250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -225252.109375 Penalty: 2529.276855
	Iteration 48Q: 3 clusters Score -225252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -225254.765625 Penalty: 2529.276855
	Iteration 49Q: 3 clusters Score -225254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -225256.093750 Penalty: 2529.276855
	Iteration 50Q: 3 clusters Score -225256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -225258.140625 Penalty: 2529.276855
	Iteration 51Q: 3 clusters Score -225258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -225259.625000 Penalty: 2529.276855
	Iteration 52Q: 3 clusters Score -225259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -225260.109375 Penalty: 2529.276855
	Iteration 53Q: 3 clusters Score -225260.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -225260.109375 Penalty: 2529.276855
	Iteration 54F: 3 clusters Score -225260.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Entering Unmasked Estep 
Score: -5912606.000000 Penalty: 1796.528809
	Iteration 0F: 2 clusters Score -5912606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -5870125.000000 Penalty: 3593.057617
	Iteration 0F: 3 clusters Score -5870125 nChanged 30127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -5887084.500000 Penalty: 3593.057617
	Iteration 1F: 3 clusters Score -5887084 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -5887543.000000 Penalty: 3593.057617
	Iteration 2Q: 3 clusters Score -5887543 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5888042.000000 Penalty: 3593.057617
	Iteration 3Q: 3 clusters Score -5888042 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -5888642.000000 Penalty: 3593.057617
	Iteration 4Q: 3 clusters Score -5888642 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -5889435.500000 Penalty: 3593.057617
	Iteration 5Q: 3 clusters Score -5889436 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5890517.000000 Penalty: 3593.057617
	Iteration 6Q: 3 clusters Score -5890517 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -5892153.000000 Penalty: 3593.057617
	Iteration 7Q: 3 clusters Score -5892153 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -5894458.500000 Penalty: 3593.057617
	Iteration 8F: 3 clusters Score -5894458 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -5897489.000000 Penalty: 3593.057617
	Iteration 9F: 3 clusters Score -5897489 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -5900617.500000 Penalty: 3593.057617
	Iteration 10F: 3 clusters Score -5900618 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -5902575.500000 Penalty: 3593.057617
	Iteration 11F: 3 clusters Score -5902576 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5903445.000000 Penalty: 3593.057617
	Iteration 12Q: 3 clusters Score -5903445 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5903842.000000 Penalty: 3593.057617
	Iteration 13Q: 3 clusters Score -5903842 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -5904046.500000 Penalty: 3593.057617
	Iteration 14Q: 3 clusters Score -5904046 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -5904201.000000 Penalty: 3593.057617
	Iteration 15Q: 3 clusters Score -5904201 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5904351.500000 Penalty: 3593.057617
	Iteration 16Q: 3 clusters Score -5904352 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -5904478.500000 Penalty: 3593.057617
	Iteration 17Q: 3 clusters Score -5904478 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -5904600.500000 Penalty: 3593.057617
	Iteration 18Q: 3 clusters Score -5904600 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -5904705.500000 Penalty: 3593.057617
	Iteration 19Q: 3 clusters Score -5904706 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -5904787.500000 Penalty: 3593.057617
	Iteration 20F: 3 clusters Score -5904788 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5904825.000000 Penalty: 3593.057617
	Iteration 21Q: 3 clusters Score -5904825 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -5904899.500000 Penalty: 3593.057617
	Iteration 22Q: 3 clusters Score -5904900 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -5904967.000000 Penalty: 3593.057617
	Iteration 23Q: 3 clusters Score -5904967 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -5905006.500000 Penalty: 3593.057617
	Iteration 24Q: 3 clusters Score -5905006 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -5905061.000000 Penalty: 3593.057617
	Iteration 25Q: 3 clusters Score -5905061 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -5905112.000000 Penalty: 3593.057617
	Iteration 26Q: 3 clusters Score -5905112 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -5905160.000000 Penalty: 3593.057617
	Iteration 27Q: 3 clusters Score -5905160 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5905202.500000 Penalty: 3593.057617
	Iteration 28Q: 3 clusters Score -5905202 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5905239.000000 Penalty: 3593.057617
	Iteration 29Q: 3 clusters Score -5905239 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -5905279.500000 Penalty: 3593.057617
	Iteration 30Q: 3 clusters Score -5905280 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5905317.000000 Penalty: 3593.057617
	Iteration 31Q: 3 clusters Score -5905317 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5905349.500000 Penalty: 3593.057617
	Iteration 32Q: 3 clusters Score -5905350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -5905364.500000 Penalty: 3593.057617
	Iteration 33Q: 3 clusters Score -5905364 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5905407.500000 Penalty: 3593.057617
	Iteration 34Q: 3 clusters Score -5905408 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -5905450.500000 Penalty: 3593.057617
	Iteration 35Q: 3 clusters Score -5905450 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -5905474.000000 Penalty: 3593.057617
	Iteration 36Q: 3 clusters Score -5905474 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5905487.500000 Penalty: 3593.057617
	Iteration 37Q: 3 clusters Score -5905488 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -5905520.500000 Penalty: 3593.057617
	Iteration 38Q: 3 clusters Score -5905520 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -5905588.500000 Penalty: 3593.057617
	Iteration 39Q: 3 clusters Score -5905588 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -5905639.000000 Penalty: 3593.057617
	Iteration 40F: 3 clusters Score -5905639 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -5905643.500000 Penalty: 3593.057617
	Iteration 41Q: 3 clusters Score -5905644 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5905692.500000 Penalty: 3593.057617
	Iteration 42Q: 3 clusters Score -5905692 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -5905732.500000 Penalty: 3593.057617
	Iteration 43Q: 3 clusters Score -5905732 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5905767.000000 Penalty: 3593.057617
	Iteration 44Q: 3 clusters Score -5905767 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5905832.000000 Penalty: 3593.057617
	Iteration 45Q: 3 clusters Score -5905832 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5905910.000000 Penalty: 3593.057617
	Iteration 46Q: 3 clusters Score -5905910 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -5905996.500000 Penalty: 3593.057617
	Iteration 47Q: 3 clusters Score -5905996 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -5906053.000000 Penalty: 3593.057617
	Iteration 48Q: 3 clusters Score -5906053 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -5906113.500000 Penalty: 3593.057617
	Iteration 49Q: 3 clusters Score -5906114 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -5906194.000000 Penalty: 3593.057617
	Iteration 50Q: 3 clusters Score -5906194 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -5906273.000000 Penalty: 3593.057617
	Iteration 51Q: 3 clusters Score -5906273 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5906347.000000 Penalty: 3593.057617
	Iteration 52Q: 3 clusters Score -5906347 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -5906406.500000 Penalty: 3593.057617
	Iteration 53Q: 3 clusters Score -5906406 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5906526.500000 Penalty: 3593.057617
	Iteration 54Q: 3 clusters Score -5906526 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -5906598.500000 Penalty: 3593.057617
	Iteration 55Q: 3 clusters Score -5906598 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -5906710.500000 Penalty: 3593.057617
	Iteration 56Q: 3 clusters Score -5906710 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -5906828.500000 Penalty: 3593.057617
	Iteration 57Q: 3 clusters Score -5906828 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5906928.000000 Penalty: 3593.057617
	Iteration 58Q: 3 clusters Score -5906928 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5907104.000000 Penalty: 3593.057617
	Iteration 59Q: 3 clusters Score -5907104 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5907191.500000 Penalty: 3593.057617
	Iteration 60F: 3 clusters Score -5907192 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -5907333.000000 Penalty: 3593.057617
	Iteration 61Q: 3 clusters Score -5907333 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -5907490.000000 Penalty: 3593.057617
	Iteration 62Q: 3 clusters Score -5907490 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -5907652.000000 Penalty: 3593.057617
	Iteration 63Q: 3 clusters Score -5907652 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -5907758.500000 Penalty: 3593.057617
	Iteration 64Q: 3 clusters Score -5907758 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -5907908.000000 Penalty: 3593.057617
	Iteration 65Q: 3 clusters Score -5907908 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -5908039.500000 Penalty: 3593.057617
	Iteration 66Q: 3 clusters Score -5908040 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -5908110.500000 Penalty: 3593.057617
	Iteration 67Q: 3 clusters Score -5908110 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -5908236.500000 Penalty: 3593.057617
	Iteration 68Q: 3 clusters Score -5908236 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -5908356.500000 Penalty: 3593.057617
	Iteration 69Q: 3 clusters Score -5908356 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -5908424.500000 Penalty: 3593.057617
	Iteration 70Q: 3 clusters Score -5908424 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -5908508.000000 Penalty: 3593.057617
	Iteration 71Q: 3 clusters Score -5908508 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -5908623.500000 Penalty: 3593.057617
	Iteration 72Q: 3 clusters Score -5908624 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -5908732.500000 Penalty: 3593.057617
	Iteration 73Q: 3 clusters Score -5908732 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -5908837.000000 Penalty: 3593.057617
	Iteration 74Q: 3 clusters Score -5908837 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -5908970.500000 Penalty: 3593.057617
	Iteration 75Q: 3 clusters Score -5908970 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -5909072.500000 Penalty: 3593.057617
	Iteration 76Q: 3 clusters Score -5909072 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -5909214.000000 Penalty: 3593.057617
	Iteration 77Q: 3 clusters Score -5909214 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -5909282.500000 Penalty: 3593.057617
	Iteration 78Q: 3 clusters Score -5909282 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -5909398.000000 Penalty: 3593.057617
	Iteration 79Q: 3 clusters Score -5909398 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -5909508.000000 Penalty: 3593.057617
	Iteration 80F: 3 clusters Score -5909508 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -5909660.000000 Penalty: 3593.057617
	Iteration 81Q: 3 clusters Score -5909660 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -5909754.500000 Penalty: 3593.057617
	Iteration 82Q: 3 clusters Score -5909754 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -5909882.000000 Penalty: 3593.057617
	Iteration 83Q: 3 clusters Score -5909882 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -5909975.000000 Penalty: 3593.057617
	Iteration 84Q: 3 clusters Score -5909975 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -5910031.000000 Penalty: 3593.057617
	Iteration 85Q: 3 clusters Score -5910031 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -5910128.500000 Penalty: 3593.057617
	Iteration 86Q: 3 clusters Score -5910128 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -5910215.000000 Penalty: 3593.057617
	Iteration 87Q: 3 clusters Score -5910215 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -5910302.000000 Penalty: 3593.057617
	Iteration 88Q: 3 clusters Score -5910302 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -5910324.500000 Penalty: 3593.057617
	Iteration 89Q: 3 clusters Score -5910324 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -5910377.000000 Penalty: 3593.057617
	Iteration 90Q: 3 clusters Score -5910377 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -5910427.500000 Penalty: 3593.057617
	Iteration 91Q: 3 clusters Score -5910428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -5910456.000000 Penalty: 3593.057617
	Iteration 92Q: 3 clusters Score -5910456 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -5910496.000000 Penalty: 3593.057617
	Iteration 93Q: 3 clusters Score -5910496 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -5910535.000000 Penalty: 3593.057617
	Iteration 94Q: 3 clusters Score -5910535 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -5910577.500000 Penalty: 3593.057617
	Iteration 95Q: 3 clusters Score -5910578 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -5910630.500000 Penalty: 3593.057617
	Iteration 96Q: 3 clusters Score -5910630 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -5910672.000000 Penalty: 3593.057617
	Iteration 97Q: 3 clusters Score -5910672 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -5910702.000000 Penalty: 3593.057617
	Iteration 98Q: 3 clusters Score -5910702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -5910723.000000 Penalty: 3593.057617
	Iteration 99Q: 3 clusters Score -5910723 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -5910737.500000 Penalty: 3593.057617
	Iteration 100F: 3 clusters Score -5910738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -5910791.000000 Penalty: 3593.057617
	Iteration 101Q: 3 clusters Score -5910791 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -5910842.500000 Penalty: 3593.057617
	Iteration 102Q: 3 clusters Score -5910842 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -5910853.000000 Penalty: 3593.057617
	Iteration 103Q: 3 clusters Score -5910853 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -5910893.000000 Penalty: 3593.057617
	Iteration 104Q: 3 clusters Score -5910893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -5910916.500000 Penalty: 3593.057617
	Iteration 105Q: 3 clusters Score -5910916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -5910938.500000 Penalty: 3593.057617
	Iteration 106Q: 3 clusters Score -5910938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -5910953.500000 Penalty: 3593.057617
	Iteration 107Q: 3 clusters Score -5910954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -5910976.500000 Penalty: 3593.057617
	Iteration 108Q: 3 clusters Score -5910976 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -5910995.000000 Penalty: 3593.057617
	Iteration 109Q: 3 clusters Score -5910995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -5911001.000000 Penalty: 3593.057617
	Iteration 110Q: 3 clusters Score -5911001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -5911010.000000 Penalty: 3593.057617
	Iteration 111Q: 3 clusters Score -5911010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -5911046.000000 Penalty: 3593.057617
	Iteration 112Q: 3 clusters Score -5911046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -5911080.500000 Penalty: 3593.057617
	Iteration 113Q: 3 clusters Score -5911080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -5911102.500000 Penalty: 3593.057617
	Iteration 114Q: 3 clusters Score -5911102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -5911121.000000 Penalty: 3593.057617
	Iteration 115Q: 3 clusters Score -5911121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -5911144.000000 Penalty: 3593.057617
	Iteration 116Q: 3 clusters Score -5911144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -5911144.500000 Penalty: 3593.057617
	Iteration 117Q: 3 clusters Score -5911144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -5911168.000000 Penalty: 3593.057617
	Iteration 118Q: 3 clusters Score -5911168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -5911174.000000 Penalty: 3593.057617
	Iteration 119Q: 3 clusters Score -5911174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -5911184.500000 Penalty: 3593.057617
	Iteration 120F: 3 clusters Score -5911184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -5911195.500000 Penalty: 3593.057617
	Iteration 121Q: 3 clusters Score -5911196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -5911208.000000 Penalty: 3593.057617
	Iteration 122Q: 3 clusters Score -5911208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -5911207.000000 Penalty: 3593.057617
	Iteration 123Q: 3 clusters Score -5911207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -5911217.500000 Penalty: 3593.057617
	Iteration 124Q: 3 clusters Score -5911218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -5911215.000000 Penalty: 3593.057617
	Iteration 125Q: 3 clusters Score -5911215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -5911210.000000 Penalty: 3593.057617
	Iteration 126Q: 3 clusters Score -5911210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -5911208.500000 Penalty: 3593.057617
	Iteration 127Q: 3 clusters Score -5911208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -5911211.500000 Penalty: 3593.057617
	Iteration 128Q: 3 clusters Score -5911212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -5911221.500000 Penalty: 3593.057617
	Iteration 129Q: 3 clusters Score -5911222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -5911227.000000 Penalty: 3593.057617
	Iteration 130Q: 3 clusters Score -5911227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -5911237.500000 Penalty: 3593.057617
	Iteration 131Q: 3 clusters Score -5911238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -5911242.500000 Penalty: 3593.057617
	Iteration 132Q: 3 clusters Score -5911242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -5911250.000000 Penalty: 3593.057617
	Iteration 133Q: 3 clusters Score -5911250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -5911254.000000 Penalty: 3593.057617
	Iteration 134Q: 3 clusters Score -5911254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -5911262.000000 Penalty: 3593.057617
	Iteration 135Q: 3 clusters Score -5911262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -5911270.000000 Penalty: 3593.057617
	Iteration 136Q: 3 clusters Score -5911270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -5911268.500000 Penalty: 3593.057617
	Iteration 137Q: 3 clusters Score -5911268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -5911274.000000 Penalty: 3593.057617
	Iteration 138Q: 3 clusters Score -5911274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -5911280.000000 Penalty: 3593.057617
	Iteration 139Q: 3 clusters Score -5911280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -5911282.500000 Penalty: 3593.057617
	Iteration 140F: 3 clusters Score -5911282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -5911284.500000 Penalty: 3593.057617
	Iteration 141Q: 3 clusters Score -5911284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -5911284.000000 Penalty: 3593.057617
	Iteration 142Q: 3 clusters Score -5911284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -5911286.500000 Penalty: 3593.057617
	Iteration 143Q: 3 clusters Score -5911286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -5911286.500000 Penalty: 3593.057617
	Iteration 144Q: 3 clusters Score -5911286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -5911287.000000 Penalty: 3593.057617
	Iteration 145Q: 3 clusters Score -5911287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -5911285.500000 Penalty: 3593.057617
	Iteration 146Q: 3 clusters Score -5911286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -5911284.000000 Penalty: 3593.057617
	Iteration 147Q: 3 clusters Score -5911284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -5911279.000000 Penalty: 3593.057617
	Iteration 148Q: 3 clusters Score -5911279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -5911282.500000 Penalty: 3593.057617
	Iteration 149Q: 3 clusters Score -5911282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -5911282.500000 Penalty: 3593.057617
	Iteration 150F: 3 clusters Score -5911282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Entering Unmasked Estep 
Score: -3690657.750000 Penalty: 1720.139404
	Iteration 0F: 2 clusters Score -3690658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3664133.000000 Penalty: 3440.278809
	Iteration 0F: 3 clusters Score -3664133 nChanged 18438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3674465.500000 Penalty: 3440.278809
	Iteration 1F: 3 clusters Score -3674466 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3674905.500000 Penalty: 3440.278809
	Iteration 2Q: 3 clusters Score -3674906 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3675378.500000 Penalty: 3440.278809
	Iteration 3Q: 3 clusters Score -3675378 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3676026.000000 Penalty: 3440.278809
	Iteration 4Q: 3 clusters Score -3676026 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3676909.750000 Penalty: 3440.278809
	Iteration 5Q: 3 clusters Score -3676910 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3678373.000000 Penalty: 3440.278809
	Iteration 6F: 3 clusters Score -3678373 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -3680477.250000 Penalty: 3440.278809
	Iteration 7F: 3 clusters Score -3680477 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -3683003.000000 Penalty: 3440.278809
	Iteration 8F: 3 clusters Score -3683003 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -3685462.250000 Penalty: 3440.278809
	Iteration 9F: 3 clusters Score -3685462 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -3687179.750000 Penalty: 3440.278809
	Iteration 10Q: 3 clusters Score -3687180 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -3688098.250000 Penalty: 3440.278809
	Iteration 11Q: 3 clusters Score -3688098 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -3688573.250000 Penalty: 3440.278809
	Iteration 12Q: 3 clusters Score -3688573 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -3688856.750000 Penalty: 3440.278809
	Iteration 13Q: 3 clusters Score -3688857 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -3689019.500000 Penalty: 3440.278809
	Iteration 14Q: 3 clusters Score -3689020 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -3689116.500000 Penalty: 3440.278809
	Iteration 15Q: 3 clusters Score -3689116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -3689185.500000 Penalty: 3440.278809
	Iteration 16Q: 3 clusters Score -3689186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -3689234.250000 Penalty: 3440.278809
	Iteration 17Q: 3 clusters Score -3689234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -3689254.000000 Penalty: 3440.278809
	Iteration 18Q: 3 clusters Score -3689254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -3689279.250000 Penalty: 3440.278809
	Iteration 19Q: 3 clusters Score -3689279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -3689297.500000 Penalty: 3440.278809
	Iteration 20F: 3 clusters Score -3689298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -3689307.000000 Penalty: 3440.278809
	Iteration 21Q: 3 clusters Score -3689307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -3689317.000000 Penalty: 3440.278809
	Iteration 22Q: 3 clusters Score -3689317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -3689317.750000 Penalty: 3440.278809
	Iteration 23Q: 3 clusters Score -3689318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -3689320.000000 Penalty: 3440.278809
	Iteration 24Q: 3 clusters Score -3689320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -3689320.000000 Penalty: 3440.278809
	Iteration 25Q: 3 clusters Score -3689320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -3689323.000000 Penalty: 3440.278809
	Iteration 26Q: 3 clusters Score -3689323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -3689322.500000 Penalty: 3440.278809
	Iteration 27Q: 3 clusters Score -3689322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -3689322.500000 Penalty: 3440.278809
	Iteration 28F: 3 clusters Score -3689322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -193128.015625 Penalty: 1243.152466
	Iteration 0F: 2 clusters Score -193128 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 1034 members 
Entering Unmasked Estep 
Score: -190955.328125 Penalty: 2486.304932
	Iteration 0F: 3 clusters Score -190955.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -191400.109375 Penalty: 2486.304932
	Iteration 1F: 3 clusters Score -191400.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -191489.093750 Penalty: 2486.304932
	Iteration 2F: 3 clusters Score -191489.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -191541.171875 Penalty: 2486.304932
	Iteration 3Q: 3 clusters Score -191541.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -191566.187500 Penalty: 2486.304932
	Iteration 4Q: 3 clusters Score -191566.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -191589.218750 Penalty: 2486.304932
	Iteration 5Q: 3 clusters Score -191589.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -191606.250000 Penalty: 2486.304932
	Iteration 6Q: 3 clusters Score -191606.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -191619.500000 Penalty: 2486.304932
	Iteration 7Q: 3 clusters Score -191619.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -191629.187500 Penalty: 2486.304932
	Iteration 8Q: 3 clusters Score -191629.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -191637.250000 Penalty: 2486.304932
	Iteration 9Q: 3 clusters Score -191637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -191644.484375 Penalty: 2486.304932
	Iteration 10Q: 3 clusters Score -191644.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -191650.828125 Penalty: 2486.304932
	Iteration 11Q: 3 clusters Score -191650.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -191655.750000 Penalty: 2486.304932
	Iteration 12Q: 3 clusters Score -191655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -191659.171875 Penalty: 2486.304932
	Iteration 13Q: 3 clusters Score -191659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -191661.796875 Penalty: 2486.304932
	Iteration 14Q: 3 clusters Score -191661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -191663.968750 Penalty: 2486.304932
	Iteration 15Q: 3 clusters Score -191664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -191665.203125 Penalty: 2486.304932
	Iteration 16Q: 3 clusters Score -191665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -191665.875000 Penalty: 2486.304932
	Iteration 17Q: 3 clusters Score -191665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191667.625000 Penalty: 2486.304932
	Iteration 18Q: 3 clusters Score -191667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191667.906250 Penalty: 2486.304932
	Iteration 19Q: 3 clusters Score -191667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191668.421875 Penalty: 2486.304932
	Iteration 20F: 3 clusters Score -191668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191668.609375 Penalty: 2486.304932
	Iteration 21Q: 3 clusters Score -191668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191668.609375 Penalty: 2486.304932
	Iteration 22F: 3 clusters Score -191668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Entering Unmasked Estep 
Score: -1733502.875000 Penalty: 1595.696533
	Iteration 0F: 2 clusters Score -1733503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1720955.500000 Penalty: 3191.393066
	Iteration 0F: 3 clusters Score -1720956 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1725366.625000 Penalty: 3191.393066
	Iteration 1F: 3 clusters Score -1725367 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1725661.250000 Penalty: 3191.393066
	Iteration 2Q: 3 clusters Score -1725661 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1725925.750000 Penalty: 3191.393066
	Iteration 3Q: 3 clusters Score -1725926 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1726223.875000 Penalty: 3191.393066
	Iteration 4Q: 3 clusters Score -1726224 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1726532.875000 Penalty: 3191.393066
	Iteration 5Q: 3 clusters Score -1726533 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1726914.750000 Penalty: 3191.393066
	Iteration 6Q: 3 clusters Score -1726915 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1727409.625000 Penalty: 3191.393066
	Iteration 7Q: 3 clusters Score -1727410 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1727992.000000 Penalty: 3191.393066
	Iteration 8Q: 3 clusters Score -1727992 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1728724.500000 Penalty: 3191.393066
	Iteration 9F: 3 clusters Score -1728724 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1729388.000000 Penalty: 3191.393066
	Iteration 10Q: 3 clusters Score -1729388 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1729942.000000 Penalty: 3191.393066
	Iteration 11Q: 3 clusters Score -1729942 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1730317.250000 Penalty: 3191.393066
	Iteration 12Q: 3 clusters Score -1730317 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1730618.500000 Penalty: 3191.393066
	Iteration 13Q: 3 clusters Score -1730618 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1730847.625000 Penalty: 3191.393066
	Iteration 14Q: 3 clusters Score -1730848 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1731010.625000 Penalty: 3191.393066
	Iteration 15Q: 3 clusters Score -1731011 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1731163.500000 Penalty: 3191.393066
	Iteration 16Q: 3 clusters Score -1731164 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1731305.000000 Penalty: 3191.393066
	Iteration 17Q: 3 clusters Score -1731305 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1731434.625000 Penalty: 3191.393066
	Iteration 18Q: 3 clusters Score -1731435 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1731528.750000 Penalty: 3191.393066
	Iteration 19Q: 3 clusters Score -1731529 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1731617.000000 Penalty: 3191.393066
	Iteration 20F: 3 clusters Score -1731617 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1731696.750000 Penalty: 3191.393066
	Iteration 21Q: 3 clusters Score -1731697 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1731761.125000 Penalty: 3191.393066
	Iteration 22Q: 3 clusters Score -1731761 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1731795.375000 Penalty: 3191.393066
	Iteration 23Q: 3 clusters Score -1731795 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1731844.250000 Penalty: 3191.393066
	Iteration 24Q: 3 clusters Score -1731844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1731878.125000 Penalty: 3191.393066
	Iteration 25Q: 3 clusters Score -1731878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1731911.875000 Penalty: 3191.393066
	Iteration 26Q: 3 clusters Score -1731912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1731933.750000 Penalty: 3191.393066
	Iteration 27Q: 3 clusters Score -1731934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1731959.625000 Penalty: 3191.393066
	Iteration 28Q: 3 clusters Score -1731960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1731973.000000 Penalty: 3191.393066
	Iteration 29Q: 3 clusters Score -1731973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1731984.375000 Penalty: 3191.393066
	Iteration 30Q: 3 clusters Score -1731984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1731989.750000 Penalty: 3191.393066
	Iteration 31Q: 3 clusters Score -1731990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1731995.875000 Penalty: 3191.393066
	Iteration 32Q: 3 clusters Score -1731996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1732003.375000 Penalty: 3191.393066
	Iteration 33Q: 3 clusters Score -1732003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1732007.125000 Penalty: 3191.393066
	Iteration 34Q: 3 clusters Score -1732007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1732012.625000 Penalty: 3191.393066
	Iteration 35Q: 3 clusters Score -1732013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1732028.125000 Penalty: 3191.393066
	Iteration 36Q: 3 clusters Score -1732028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1732034.250000 Penalty: 3191.393066
	Iteration 37Q: 3 clusters Score -1732034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1732042.750000 Penalty: 3191.393066
	Iteration 38Q: 3 clusters Score -1732043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1732056.000000 Penalty: 3191.393066
	Iteration 39Q: 3 clusters Score -1732056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1732063.750000 Penalty: 3191.393066
	Iteration 40F: 3 clusters Score -1732064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1732067.125000 Penalty: 3191.393066
	Iteration 41Q: 3 clusters Score -1732067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1732076.250000 Penalty: 3191.393066
	Iteration 42Q: 3 clusters Score -1732076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1732078.875000 Penalty: 3191.393066
	Iteration 43Q: 3 clusters Score -1732079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1732089.250000 Penalty: 3191.393066
	Iteration 44Q: 3 clusters Score -1732089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1732102.000000 Penalty: 3191.393066
	Iteration 45Q: 3 clusters Score -1732102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1732104.875000 Penalty: 3191.393066
	Iteration 46Q: 3 clusters Score -1732105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1732111.000000 Penalty: 3191.393066
	Iteration 47Q: 3 clusters Score -1732111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1732120.875000 Penalty: 3191.393066
	Iteration 48Q: 3 clusters Score -1732121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1732127.125000 Penalty: 3191.393066
	Iteration 49Q: 3 clusters Score -1732127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1732135.125000 Penalty: 3191.393066
	Iteration 50Q: 3 clusters Score -1732135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1732139.625000 Penalty: 3191.393066
	Iteration 51Q: 3 clusters Score -1732140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1732139.500000 Penalty: 3191.393066
	Iteration 52Q: 3 clusters Score -1732140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1732142.875000 Penalty: 3191.393066
	Iteration 53Q: 3 clusters Score -1732143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1732144.500000 Penalty: 3191.393066
	Iteration 54Q: 3 clusters Score -1732144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1732146.125000 Penalty: 3191.393066
	Iteration 55Q: 3 clusters Score -1732146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1732149.375000 Penalty: 3191.393066
	Iteration 56Q: 3 clusters Score -1732149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1732149.375000 Penalty: 3191.393066
	Iteration 57F: 3 clusters Score -1732149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Entering Unmasked Estep 
Score: -2136919.000000 Penalty: 1630.722778
	Iteration 0F: 2 clusters Score -2136919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2121381.000000 Penalty: 3261.445557
	Iteration 0F: 3 clusters Score -2121381 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2127373.500000 Penalty: 3261.445557
	Iteration 1F: 3 clusters Score -2127374 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2128036.750000 Penalty: 3261.445557
	Iteration 2F: 3 clusters Score -2128037 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2128754.000000 Penalty: 3261.445557
	Iteration 3F: 3 clusters Score -2128754 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2129517.750000 Penalty: 3261.445557
	Iteration 4F: 3 clusters Score -2129518 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2130352.000000 Penalty: 3261.445557
	Iteration 5F: 3 clusters Score -2130352 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2131352.500000 Penalty: 3261.445557
	Iteration 6F: 3 clusters Score -2131352 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2132332.250000 Penalty: 3261.445557
	Iteration 7F: 3 clusters Score -2132332 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2133058.500000 Penalty: 3261.445557
	Iteration 8F: 3 clusters Score -2133058 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2133502.250000 Penalty: 3261.445557
	Iteration 9Q: 3 clusters Score -2133502 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2133787.500000 Penalty: 3261.445557
	Iteration 10Q: 3 clusters Score -2133788 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2133973.750000 Penalty: 3261.445557
	Iteration 11Q: 3 clusters Score -2133974 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2134126.250000 Penalty: 3261.445557
	Iteration 12Q: 3 clusters Score -2134126 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2134240.500000 Penalty: 3261.445557
	Iteration 13Q: 3 clusters Score -2134240 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2134353.000000 Penalty: 3261.445557
	Iteration 14Q: 3 clusters Score -2134353 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2134432.250000 Penalty: 3261.445557
	Iteration 15Q: 3 clusters Score -2134432 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2134514.750000 Penalty: 3261.445557
	Iteration 16Q: 3 clusters Score -2134515 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2134591.250000 Penalty: 3261.445557
	Iteration 17Q: 3 clusters Score -2134591 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2134666.000000 Penalty: 3261.445557
	Iteration 18Q: 3 clusters Score -2134666 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2134745.250000 Penalty: 3261.445557
	Iteration 19Q: 3 clusters Score -2134745 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2134816.250000 Penalty: 3261.445557
	Iteration 20F: 3 clusters Score -2134816 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2134882.250000 Penalty: 3261.445557
	Iteration 21Q: 3 clusters Score -2134882 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2134941.750000 Penalty: 3261.445557
	Iteration 22Q: 3 clusters Score -2134942 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2135019.500000 Penalty: 3261.445557
	Iteration 23Q: 3 clusters Score -2135020 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2135071.250000 Penalty: 3261.445557
	Iteration 24Q: 3 clusters Score -2135071 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2135141.250000 Penalty: 3261.445557
	Iteration 25Q: 3 clusters Score -2135141 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2135175.250000 Penalty: 3261.445557
	Iteration 26Q: 3 clusters Score -2135175 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2135204.000000 Penalty: 3261.445557
	Iteration 27Q: 3 clusters Score -2135204 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2135242.750000 Penalty: 3261.445557
	Iteration 28Q: 3 clusters Score -2135243 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2135281.750000 Penalty: 3261.445557
	Iteration 29Q: 3 clusters Score -2135282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2135307.750000 Penalty: 3261.445557
	Iteration 30Q: 3 clusters Score -2135308 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2135344.750000 Penalty: 3261.445557
	Iteration 31Q: 3 clusters Score -2135345 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2135382.250000 Penalty: 3261.445557
	Iteration 32Q: 3 clusters Score -2135382 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2135422.750000 Penalty: 3261.445557
	Iteration 33Q: 3 clusters Score -2135423 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2135462.500000 Penalty: 3261.445557
	Iteration 34Q: 3 clusters Score -2135462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2135493.750000 Penalty: 3261.445557
	Iteration 35Q: 3 clusters Score -2135494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2135516.000000 Penalty: 3261.445557
	Iteration 36Q: 3 clusters Score -2135516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2135537.500000 Penalty: 3261.445557
	Iteration 37Q: 3 clusters Score -2135538 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2135574.500000 Penalty: 3261.445557
	Iteration 38Q: 3 clusters Score -2135574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2135610.750000 Penalty: 3261.445557
	Iteration 39Q: 3 clusters Score -2135611 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2135641.000000 Penalty: 3261.445557
	Iteration 40F: 3 clusters Score -2135641 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2135677.750000 Penalty: 3261.445557
	Iteration 41Q: 3 clusters Score -2135678 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2135715.750000 Penalty: 3261.445557
	Iteration 42Q: 3 clusters Score -2135716 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2135745.500000 Penalty: 3261.445557
	Iteration 43Q: 3 clusters Score -2135746 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2135777.250000 Penalty: 3261.445557
	Iteration 44Q: 3 clusters Score -2135777 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2135800.500000 Penalty: 3261.445557
	Iteration 45Q: 3 clusters Score -2135800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2135831.250000 Penalty: 3261.445557
	Iteration 46Q: 3 clusters Score -2135831 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2135850.750000 Penalty: 3261.445557
	Iteration 47Q: 3 clusters Score -2135851 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2135865.250000 Penalty: 3261.445557
	Iteration 48Q: 3 clusters Score -2135865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2135881.750000 Penalty: 3261.445557
	Iteration 49Q: 3 clusters Score -2135882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2135891.000000 Penalty: 3261.445557
	Iteration 50Q: 3 clusters Score -2135891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2135901.250000 Penalty: 3261.445557
	Iteration 51Q: 3 clusters Score -2135901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2135907.750000 Penalty: 3261.445557
	Iteration 52Q: 3 clusters Score -2135908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2135909.000000 Penalty: 3261.445557
	Iteration 53Q: 3 clusters Score -2135909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2135916.250000 Penalty: 3261.445557
	Iteration 54Q: 3 clusters Score -2135916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2135922.000000 Penalty: 3261.445557
	Iteration 55Q: 3 clusters Score -2135922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2135931.500000 Penalty: 3261.445557
	Iteration 56Q: 3 clusters Score -2135932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2135939.500000 Penalty: 3261.445557
	Iteration 57Q: 3 clusters Score -2135940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2135950.000000 Penalty: 3261.445557
	Iteration 58Q: 3 clusters Score -2135950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2135967.250000 Penalty: 3261.445557
	Iteration 59Q: 3 clusters Score -2135967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2135981.250000 Penalty: 3261.445557
	Iteration 60F: 3 clusters Score -2135981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2135993.500000 Penalty: 3261.445557
	Iteration 61Q: 3 clusters Score -2135994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2136005.750000 Penalty: 3261.445557
	Iteration 62Q: 3 clusters Score -2136006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2136020.000000 Penalty: 3261.445557
	Iteration 63Q: 3 clusters Score -2136020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2136031.750000 Penalty: 3261.445557
	Iteration 64Q: 3 clusters Score -2136032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2136042.500000 Penalty: 3261.445557
	Iteration 65Q: 3 clusters Score -2136042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2136059.500000 Penalty: 3261.445557
	Iteration 66Q: 3 clusters Score -2136060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2136068.000000 Penalty: 3261.445557
	Iteration 67Q: 3 clusters Score -2136068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2136081.750000 Penalty: 3261.445557
	Iteration 68Q: 3 clusters Score -2136082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2136092.500000 Penalty: 3261.445557
	Iteration 69Q: 3 clusters Score -2136092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2136098.000000 Penalty: 3261.445557
	Iteration 70Q: 3 clusters Score -2136098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2136107.750000 Penalty: 3261.445557
	Iteration 71Q: 3 clusters Score -2136108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2136117.250000 Penalty: 3261.445557
	Iteration 72Q: 3 clusters Score -2136117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2136124.750000 Penalty: 3261.445557
	Iteration 73Q: 3 clusters Score -2136125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2136129.000000 Penalty: 3261.445557
	Iteration 74Q: 3 clusters Score -2136129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2136131.000000 Penalty: 3261.445557
	Iteration 75Q: 3 clusters Score -2136131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2136137.750000 Penalty: 3261.445557
	Iteration 76Q: 3 clusters Score -2136138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2136137.500000 Penalty: 3261.445557
	Iteration 77Q: 3 clusters Score -2136138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2136143.500000 Penalty: 3261.445557
	Iteration 78Q: 3 clusters Score -2136144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2136145.250000 Penalty: 3261.445557
	Iteration 79Q: 3 clusters Score -2136145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2136140.250000 Penalty: 3261.445557
	Iteration 80F: 3 clusters Score -2136140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2136142.000000 Penalty: 3261.445557
	Iteration 81Q: 3 clusters Score -2136142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2136145.000000 Penalty: 3261.445557
	Iteration 82Q: 3 clusters Score -2136145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2136142.250000 Penalty: 3261.445557
	Iteration 83Q: 3 clusters Score -2136142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2136144.500000 Penalty: 3261.445557
	Iteration 84Q: 3 clusters Score -2136144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2136142.750000 Penalty: 3261.445557
	Iteration 85Q: 3 clusters Score -2136143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2136146.750000 Penalty: 3261.445557
	Iteration 86Q: 3 clusters Score -2136147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2136151.250000 Penalty: 3261.445557
	Iteration 87Q: 3 clusters Score -2136151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2136150.250000 Penalty: 3261.445557
	Iteration 88Q: 3 clusters Score -2136150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2136152.500000 Penalty: 3261.445557
	Iteration 89Q: 3 clusters Score -2136152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2136155.250000 Penalty: 3261.445557
	Iteration 90Q: 3 clusters Score -2136155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2136157.250000 Penalty: 3261.445557
	Iteration 91Q: 3 clusters Score -2136157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2136157.500000 Penalty: 3261.445557
	Iteration 92Q: 3 clusters Score -2136158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2136161.500000 Penalty: 3261.445557
	Iteration 93Q: 3 clusters Score -2136162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2136158.000000 Penalty: 3261.445557
	Iteration 94Q: 3 clusters Score -2136158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2136156.500000 Penalty: 3261.445557
	Iteration 95Q: 3 clusters Score -2136156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2136158.750000 Penalty: 3261.445557
	Iteration 96Q: 3 clusters Score -2136159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2136161.250000 Penalty: 3261.445557
	Iteration 97Q: 3 clusters Score -2136161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2136163.750000 Penalty: 3261.445557
	Iteration 98Q: 3 clusters Score -2136164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2136163.750000 Penalty: 3261.445557
	Iteration 99Q: 3 clusters Score -2136164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2136164.500000 Penalty: 3261.445557
	Iteration 100F: 3 clusters Score -2136164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2136164.000000 Penalty: 3261.445557
	Iteration 101Q: 3 clusters Score -2136164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2136165.250000 Penalty: 3261.445557
	Iteration 102Q: 3 clusters Score -2136165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2136163.500000 Penalty: 3261.445557
	Iteration 103Q: 3 clusters Score -2136164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2136163.500000 Penalty: 3261.445557
	Iteration 104F: 3 clusters Score -2136164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 46557 members 
Mstep: Class 3 contains 28065 members 
Mstep: Class 4 contains 325783 members 
Mstep: Class 6 contains 21576 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 10 contains 22891 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 23 contains 18392 members 
Mstep: Class 24 contains 22816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527416.000000 Penalty: 28115.259766
Iteration 119Q: 14 clusters Score -5.452742e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 46555 members 
Mstep: Class 3 contains 28065 members 
Mstep: Class 4 contains 325767 members 
Mstep: Class 6 contains 21579 members 
Mstep: Class 8 contains 2031 members 
Mstep: Class 10 contains 22930 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63297 members 
Mstep: Class 19 contains 39558 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 23 contains 18404 members 
Mstep: Class 24 contains 22828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527476.000000 Penalty: 28115.259766
Iteration 120F: 14 clusters Score -5.452748e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 46556 members 
Mstep: Class 3 contains 28066 members 
Mstep: Class 4 contains 325758 members 
Mstep: Class 6 contains 21579 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 10 contains 22963 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63292 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 23 contains 18419 members 
Mstep: Class 24 contains 22843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527420.000000 Penalty: 28115.259766
Iteration 121Q: 14 clusters Score -5.452742e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 46558 members 
Mstep: Class 3 contains 28065 members 
Mstep: Class 4 contains 325758 members 
Mstep: Class 6 contains 21579 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 10 contains 22989 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63290 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 23 contains 18433 members 
Mstep: Class 24 contains 22855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527520.000000 Penalty: 28115.259766
Iteration 122Q: 14 clusters Score -5.452752e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 46555 members 
Mstep: Class 3 contains 28062 members 
Mstep: Class 4 contains 325765 members 
Mstep: Class 6 contains 21582 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 10 contains 23017 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63287 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 23 contains 18440 members 
Mstep: Class 24 contains 22868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527540.000000 Penalty: 28115.259766
Iteration 123Q: 14 clusters Score -5.452754e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 46551 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325764 members 
Mstep: Class 6 contains 21582 members 
Mstep: Class 8 contains 1939 members 
Mstep: Class 10 contains 23041 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 18 contains 63286 members 
Mstep: Class 19 contains 39554 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 23 contains 18448 members 
Mstep: Class 24 contains 22891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527532.000000 Penalty: 28115.259766
Iteration 124Q: 14 clusters Score -5.452753e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 46551 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325757 members 
Mstep: Class 6 contains 21581 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 10 contains 23063 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63285 members 
Mstep: Class 19 contains 39554 members 
Mstep: Class 21 contains 2091 members 
Mstep: Class 23 contains 18454 members 
Mstep: Class 24 contains 22916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527508.000000 Penalty: 28115.259766
Iteration 125Q: 14 clusters Score -5.452751e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 46551 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325748 members 
Mstep: Class 6 contains 21585 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 10 contains 23091 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63285 members 
Mstep: Class 19 contains 39554 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 23 contains 18461 members 
Mstep: Class 24 contains 22936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527540.000000 Penalty: 28115.259766
Iteration 126Q: 14 clusters Score -5.452754e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 46550 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325748 members 
Mstep: Class 6 contains 21586 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 10 contains 23109 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63283 members 
Mstep: Class 19 contains 39555 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 22957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527520.000000 Penalty: 28115.259766
Iteration 127Q: 14 clusters Score -5.452752e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 46551 members 
Mstep: Class 3 contains 28061 members 
Mstep: Class 4 contains 325742 members 
Mstep: Class 6 contains 21587 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 10 contains 23137 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63284 members 
Mstep: Class 19 contains 39555 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 23 contains 18473 members 
Mstep: Class 24 contains 22968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527488.000000 Penalty: 28115.259766
Iteration 128Q: 14 clusters Score -5.452749e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 46549 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325747 members 
Mstep: Class 6 contains 21589 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 10 contains 23148 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63284 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 23 contains 18477 members 
Mstep: Class 24 contains 22974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527480.000000 Penalty: 28115.259766
Iteration 129Q: 14 clusters Score -5.452748e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 46547 members 
Mstep: Class 3 contains 28064 members 
Mstep: Class 4 contains 325741 members 
Mstep: Class 6 contains 21590 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 10 contains 23160 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63283 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 21 contains 2091 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 22994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527492.000000 Penalty: 28115.259766
Iteration 130Q: 14 clusters Score -5.452749e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 46549 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325741 members 
Mstep: Class 6 contains 21593 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 10 contains 23177 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63283 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 23 contains 18482 members 
Mstep: Class 24 contains 23011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527476.000000 Penalty: 28115.259766
Iteration 131Q: 14 clusters Score -5.452748e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 46551 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325736 members 
Mstep: Class 6 contains 21598 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 10 contains 23194 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63283 members 
Mstep: Class 19 contains 39558 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 23019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527460.000000 Penalty: 28115.259766
Iteration 132Q: 14 clusters Score -5.452746e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 46550 members 
Mstep: Class 3 contains 28062 members 
Mstep: Class 4 contains 325744 members 
Mstep: Class 6 contains 21602 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 10 contains 23199 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63283 members 
Mstep: Class 19 contains 39561 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 23028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527456.000000 Penalty: 28115.259766
Iteration 133Q: 14 clusters Score -5.452746e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 46548 members 
Mstep: Class 3 contains 28062 members 
Mstep: Class 4 contains 325731 members 
Mstep: Class 6 contains 21610 members 
Mstep: Class 8 contains 1824 members 
Mstep: Class 10 contains 23201 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63285 members 
Mstep: Class 19 contains 39567 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18488 members 
Mstep: Class 24 contains 23043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527464.000000 Penalty: 28115.259766
Iteration 134Q: 14 clusters Score -5.452746e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 46546 members 
Mstep: Class 3 contains 28061 members 
Mstep: Class 4 contains 325732 members 
Mstep: Class 6 contains 21615 members 
Mstep: Class 8 contains 1822 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63285 members 
Mstep: Class 19 contains 39572 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18492 members 
Mstep: Class 24 contains 23055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527456.000000 Penalty: 28115.259766
Iteration 135Q: 14 clusters Score -5.452746e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 46544 members 
Mstep: Class 3 contains 28059 members 
Mstep: Class 4 contains 325720 members 
Mstep: Class 6 contains 21616 members 
Mstep: Class 8 contains 1821 members 
Mstep: Class 10 contains 23190 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63285 members 
Mstep: Class 19 contains 39580 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18499 members 
Mstep: Class 24 contains 23069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527408.000000 Penalty: 28115.259766
Iteration 136Q: 14 clusters Score -5.452741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 46540 members 
Mstep: Class 3 contains 28058 members 
Mstep: Class 4 contains 325713 members 
Mstep: Class 6 contains 21619 members 
Mstep: Class 8 contains 1821 members 
Mstep: Class 10 contains 23194 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63286 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18502 members 
Mstep: Class 24 contains 23078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527432.000000 Penalty: 28115.259766
Iteration 137Q: 14 clusters Score -5.452743e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 28058 members 
Mstep: Class 4 contains 325696 members 
Mstep: Class 6 contains 21621 members 
Mstep: Class 8 contains 1820 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63287 members 
Mstep: Class 19 contains 39586 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18508 members 
Mstep: Class 24 contains 23089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527396.000000 Penalty: 28115.259766
Iteration 138Q: 14 clusters Score -5.45274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 28057 members 
Mstep: Class 4 contains 325686 members 
Mstep: Class 6 contains 21621 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23208 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63286 members 
Mstep: Class 19 contains 39585 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18511 members 
Mstep: Class 24 contains 23103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527420.000000 Penalty: 28115.259766
Iteration 139Q: 14 clusters Score -5.452742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 46540 members 
Mstep: Class 3 contains 28057 members 
Mstep: Class 4 contains 325680 members 
Mstep: Class 6 contains 21624 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23207 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63283 members 
Mstep: Class 19 contains 39586 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18514 members 
Mstep: Class 24 contains 23115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527396.000000 Penalty: 28115.259766
Iteration 140F: 14 clusters Score -5.45274e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 46543 members 
Mstep: Class 3 contains 28058 members 
Mstep: Class 4 contains 325680 members 
Mstep: Class 6 contains 21624 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23205 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39585 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18515 members 
Mstep: Class 24 contains 23121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527460.000000 Penalty: 28115.259766
Iteration 141Q: 14 clusters Score -5.452746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 46543 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325680 members 
Mstep: Class 6 contains 21624 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23201 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39585 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18517 members 
Mstep: Class 24 contains 23126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527424.000000 Penalty: 28115.259766
Iteration 142Q: 14 clusters Score -5.452742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 46542 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325677 members 
Mstep: Class 6 contains 21624 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23201 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18521 members 
Mstep: Class 24 contains 23130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527416.000000 Penalty: 28115.259766
Iteration 143Q: 14 clusters Score -5.452742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 46544 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325671 members 
Mstep: Class 6 contains 21625 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23200 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 23 contains 18524 members 
Mstep: Class 24 contains 23133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527408.000000 Penalty: 28115.259766
Iteration 144Q: 14 clusters Score -5.452741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 46542 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325676 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23199 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 23 contains 18527 members 
Mstep: Class 24 contains 23134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527420.000000 Penalty: 28115.259766
Iteration 145Q: 14 clusters Score -5.452742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 46540 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 325679 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23204 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18529 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527432.000000 Penalty: 28115.259766
Iteration 146Q: 14 clusters Score -5.452743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 46539 members 
Mstep: Class 3 contains 28061 members 
Mstep: Class 4 contains 325682 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23211 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527416.000000 Penalty: 28115.259766
Iteration 147Q: 14 clusters Score -5.452742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 46535 members 
Mstep: Class 3 contains 28062 members 
Mstep: Class 4 contains 325689 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23215 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527396.000000 Penalty: 28115.259766
Iteration 148Q: 14 clusters Score -5.45274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325694 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23214 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527440.000000 Penalty: 28115.259766
Iteration 149Q: 14 clusters Score -5.452744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325698 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23214 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527476.000000 Penalty: 28115.259766
Iteration 150Q: 14 clusters Score -5.452748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325704 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23210 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527472.000000 Penalty: 28115.259766
Iteration 151Q: 14 clusters Score -5.452747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325706 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23208 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527456.000000 Penalty: 28115.259766
Iteration 152Q: 14 clusters Score -5.452746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325707 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23208 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527460.000000 Penalty: 28115.259766
Iteration 153Q: 14 clusters Score -5.452746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28064 members 
Mstep: Class 4 contains 325707 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23208 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527468.000000 Penalty: 28115.259766
Iteration 154Q: 14 clusters Score -5.452747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28065 members 
Mstep: Class 4 contains 325710 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23207 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63277 members 
Mstep: Class 19 contains 39582 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527444.000000 Penalty: 28115.259766
Iteration 155Q: 14 clusters Score -5.452744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28064 members 
Mstep: Class 4 contains 325713 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23210 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63278 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527472.000000 Penalty: 28115.259766
Iteration 156Q: 14 clusters Score -5.452747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 325714 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 10 contains 23212 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527492.000000 Penalty: 28115.259766
Iteration 157Q: 14 clusters Score -5.452749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28064 members 
Mstep: Class 4 contains 325717 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23214 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527476.000000 Penalty: 28115.259766
Iteration 158Q: 14 clusters Score -5.452748e+07 nChanged 18
Entering ConstructFrom: 
Score: -54527476.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (6604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Entering Unmasked Estep 
Score: -584863.125000 Penalty: 1429.257568
	Iteration 0F: 2 clusters Score -584863.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -579845.500000 Penalty: 2858.515137
	Iteration 0F: 3 clusters Score -579845.5 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -581269.812500 Penalty: 2858.515137
	Iteration 1F: 3 clusters Score -581269.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -581464.750000 Penalty: 2858.515137
	Iteration 2F: 3 clusters Score -581464.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -581619.437500 Penalty: 2858.515137
	Iteration 3Q: 3 clusters Score -581619.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -581775.750000 Penalty: 2858.515137
	Iteration 4Q: 3 clusters Score -581775.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -581937.562500 Penalty: 2858.515137
	Iteration 5Q: 3 clusters Score -581937.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -582086.375000 Penalty: 2858.515137
	Iteration 6Q: 3 clusters Score -582086.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -582263.437500 Penalty: 2858.515137
	Iteration 7Q: 3 clusters Score -582263.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -582477.500000 Penalty: 2858.515137
	Iteration 8Q: 3 clusters Score -582477.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -582745.000000 Penalty: 2858.515137
	Iteration 9Q: 3 clusters Score -582745 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -583084.000000 Penalty: 2858.515137
	Iteration 10F: 3 clusters Score -583084 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -583445.937500 Penalty: 2858.515137
	Iteration 11F: 3 clusters Score -583445.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -583714.187500 Penalty: 2858.515137
	Iteration 12Q: 3 clusters Score -583714.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -583883.187500 Penalty: 2858.515137
	Iteration 13Q: 3 clusters Score -583883.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -583984.125000 Penalty: 2858.515137
	Iteration 14Q: 3 clusters Score -583984.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -584028.625000 Penalty: 2858.515137
	Iteration 15Q: 3 clusters Score -584028.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -584046.437500 Penalty: 2858.515137
	Iteration 16Q: 3 clusters Score -584046.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -584053.625000 Penalty: 2858.515137
	Iteration 17Q: 3 clusters Score -584053.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -584059.812500 Penalty: 2858.515137
	Iteration 18Q: 3 clusters Score -584059.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -584064.437500 Penalty: 2858.515137
	Iteration 19Q: 3 clusters Score -584064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -584067.500000 Penalty: 2858.515137
	Iteration 20F: 3 clusters Score -584067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -584066.625000 Penalty: 2858.515137
	Iteration 21Q: 3 clusters Score -584066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -584067.375000 Penalty: 2858.515137
	Iteration 22Q: 3 clusters Score -584067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -584067.437500 Penalty: 2858.515137
	Iteration 23Q: 3 clusters Score -584067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -584067.062500 Penalty: 2858.515137
	Iteration 24Q: 3 clusters Score -584067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -584067.062500 Penalty: 2858.515137
	Iteration 25F: 3 clusters Score -584067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Entering Unmasked Estep 
Score: -4338633.500000 Penalty: 1746.532959
	Iteration 0F: 2 clusters Score -4338634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4307593.500000 Penalty: 3493.065918
	Iteration 0F: 3 clusters Score -4307594 nChanged 21790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -4320166.000000 Penalty: 3493.065918
	Iteration 1F: 3 clusters Score -4320166 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4321000.500000 Penalty: 3493.065918
	Iteration 2Q: 3 clusters Score -4321000 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4322258.500000 Penalty: 3493.065918
	Iteration 3F: 3 clusters Score -4322258 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4324414.000000 Penalty: 3493.065918
	Iteration 4F: 3 clusters Score -4324414 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4327581.500000 Penalty: 3493.065918
	Iteration 5F: 3 clusters Score -4327582 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4331366.500000 Penalty: 3493.065918
	Iteration 6F: 3 clusters Score -4331366 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -4334448.500000 Penalty: 3493.065918
	Iteration 7F: 3 clusters Score -4334448 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4336045.000000 Penalty: 3493.065918
	Iteration 8Q: 3 clusters Score -4336045 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -4336641.000000 Penalty: 3493.065918
	Iteration 9Q: 3 clusters Score -4336641 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -4336894.500000 Penalty: 3493.065918
	Iteration 10Q: 3 clusters Score -4336894 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -4337041.500000 Penalty: 3493.065918
	Iteration 11Q: 3 clusters Score -4337042 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -4337121.000000 Penalty: 3493.065918
	Iteration 12Q: 3 clusters Score -4337121 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -4337168.500000 Penalty: 3493.065918
	Iteration 13Q: 3 clusters Score -4337168 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -4337197.500000 Penalty: 3493.065918
	Iteration 14Q: 3 clusters Score -4337198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -4337228.000000 Penalty: 3493.065918
	Iteration 15Q: 3 clusters Score -4337228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -4337251.500000 Penalty: 3493.065918
	Iteration 16Q: 3 clusters Score -4337252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -4337276.500000 Penalty: 3493.065918
	Iteration 17Q: 3 clusters Score -4337276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -4337293.000000 Penalty: 3493.065918
	Iteration 18Q: 3 clusters Score -4337293 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -4337303.000000 Penalty: 3493.065918
	Iteration 19Q: 3 clusters Score -4337303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4337324.500000 Penalty: 3493.065918
	Iteration 20F: 3 clusters Score -4337324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -4337338.000000 Penalty: 3493.065918
	Iteration 21Q: 3 clusters Score -4337338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -4337368.000000 Penalty: 3493.065918
	Iteration 22Q: 3 clusters Score -4337368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -4337366.000000 Penalty: 3493.065918
	Iteration 23Q: 3 clusters Score -4337366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -4337380.500000 Penalty: 3493.065918
	Iteration 24Q: 3 clusters Score -4337380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -4337386.500000 Penalty: 3493.065918
	Iteration 25Q: 3 clusters Score -4337386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -4337396.500000 Penalty: 3493.065918
	Iteration 26Q: 3 clusters Score -4337396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -4337403.500000 Penalty: 3493.065918
	Iteration 27Q: 3 clusters Score -4337404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -4337408.000000 Penalty: 3493.065918
	Iteration 28Q: 3 clusters Score -4337408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -4337422.500000 Penalty: 3493.065918
	Iteration 29Q: 3 clusters Score -4337422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -4337432.500000 Penalty: 3493.065918
	Iteration 30Q: 3 clusters Score -4337432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -4337447.000000 Penalty: 3493.065918
	Iteration 31Q: 3 clusters Score -4337447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -4337451.500000 Penalty: 3493.065918
	Iteration 32Q: 3 clusters Score -4337452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -4337456.000000 Penalty: 3493.065918
	Iteration 33Q: 3 clusters Score -4337456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -4337465.000000 Penalty: 3493.065918
	Iteration 34Q: 3 clusters Score -4337465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -4337462.500000 Penalty: 3493.065918
	Iteration 35Q: 3 clusters Score -4337462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -4337468.000000 Penalty: 3493.065918
	Iteration 36Q: 3 clusters Score -4337468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -4337478.500000 Penalty: 3493.065918
	Iteration 37Q: 3 clusters Score -4337478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -4337477.000000 Penalty: 3493.065918
	Iteration 38Q: 3 clusters Score -4337477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -4337485.000000 Penalty: 3493.065918
	Iteration 39Q: 3 clusters Score -4337485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -4337494.000000 Penalty: 3493.065918
	Iteration 40F: 3 clusters Score -4337494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -4337498.000000 Penalty: 3493.065918
	Iteration 41Q: 3 clusters Score -4337498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -4337485.500000 Penalty: 3493.065918
	Iteration 42Q: 3 clusters Score -4337486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -4337491.000000 Penalty: 3493.065918
	Iteration 43Q: 3 clusters Score -4337491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -4337486.500000 Penalty: 3493.065918
	Iteration 44Q: 3 clusters Score -4337486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -4337491.000000 Penalty: 3493.065918
	Iteration 45Q: 3 clusters Score -4337491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -4337499.500000 Penalty: 3493.065918
	Iteration 46Q: 3 clusters Score -4337500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -4337500.000000 Penalty: 3493.065918
	Iteration 47Q: 3 clusters Score -4337500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -4337503.500000 Penalty: 3493.065918
	Iteration 48Q: 3 clusters Score -4337504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -4337506.000000 Penalty: 3493.065918
	Iteration 49Q: 3 clusters Score -4337506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -4337502.500000 Penalty: 3493.065918
	Iteration 50Q: 3 clusters Score -4337502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -4337499.500000 Penalty: 3493.065918
	Iteration 51Q: 3 clusters Score -4337500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -4337496.000000 Penalty: 3493.065918
	Iteration 52Q: 3 clusters Score -4337496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -4337502.000000 Penalty: 3493.065918
	Iteration 53Q: 3 clusters Score -4337502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -4337500.000000 Penalty: 3493.065918
	Iteration 54Q: 3 clusters Score -4337500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -4337508.500000 Penalty: 3493.065918
	Iteration 55Q: 3 clusters Score -4337508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -4337508.500000 Penalty: 3493.065918
	Iteration 56Q: 3 clusters Score -4337508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -4337505.500000 Penalty: 3493.065918
	Iteration 57Q: 3 clusters Score -4337506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -4337504.000000 Penalty: 3493.065918
	Iteration 58Q: 3 clusters Score -4337504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -4337508.000000 Penalty: 3493.065918
	Iteration 59Q: 3 clusters Score -4337508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -4337511.000000 Penalty: 3493.065918
	Iteration 60F: 3 clusters Score -4337511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -4337512.000000 Penalty: 3493.065918
	Iteration 61Q: 3 clusters Score -4337512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -4337511.000000 Penalty: 3493.065918
	Iteration 62Q: 3 clusters Score -4337511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -4337516.000000 Penalty: 3493.065918
	Iteration 63Q: 3 clusters Score -4337516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -4337510.000000 Penalty: 3493.065918
	Iteration 64Q: 3 clusters Score -4337510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -4337511.000000 Penalty: 3493.065918
	Iteration 65Q: 3 clusters Score -4337511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -4337509.500000 Penalty: 3493.065918
	Iteration 66Q: 3 clusters Score -4337510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -4337515.000000 Penalty: 3493.065918
	Iteration 67Q: 3 clusters Score -4337515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -4337517.500000 Penalty: 3493.065918
	Iteration 68Q: 3 clusters Score -4337518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -4337517.000000 Penalty: 3493.065918
	Iteration 69Q: 3 clusters Score -4337517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -4337514.000000 Penalty: 3493.065918
	Iteration 70Q: 3 clusters Score -4337514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -4337515.000000 Penalty: 3493.065918
	Iteration 71Q: 3 clusters Score -4337515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -4337520.500000 Penalty: 3493.065918
	Iteration 72Q: 3 clusters Score -4337520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -4337519.500000 Penalty: 3493.065918
	Iteration 73Q: 3 clusters Score -4337520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -4337515.500000 Penalty: 3493.065918
	Iteration 74Q: 3 clusters Score -4337516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -4337515.500000 Penalty: 3493.065918
	Iteration 75F: 3 clusters Score -4337516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Entering Unmasked Estep 
Score: -2637491.750000 Penalty: 1664.376099
	Iteration 0F: 2 clusters Score -2637492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2618672.750000 Penalty: 3328.752197
	Iteration 0F: 3 clusters Score -2618673 nChanged 12907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2625757.250000 Penalty: 3328.752197
	Iteration 1F: 3 clusters Score -2625757 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2626125.250000 Penalty: 3328.752197
	Iteration 2Q: 3 clusters Score -2626125 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2626473.250000 Penalty: 3328.752197
	Iteration 3Q: 3 clusters Score -2626473 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2626838.750000 Penalty: 3328.752197
	Iteration 4Q: 3 clusters Score -2626839 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2627215.000000 Penalty: 3328.752197
	Iteration 5Q: 3 clusters Score -2627215 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2627634.000000 Penalty: 3328.752197
	Iteration 6Q: 3 clusters Score -2627634 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2628239.750000 Penalty: 3328.752197
	Iteration 7Q: 3 clusters Score -2628240 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2629021.000000 Penalty: 3328.752197
	Iteration 8Q: 3 clusters Score -2629021 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2630086.750000 Penalty: 3328.752197
	Iteration 9F: 3 clusters Score -2630087 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2631226.000000 Penalty: 3328.752197
	Iteration 10F: 3 clusters Score -2631226 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2632056.500000 Penalty: 3328.752197
	Iteration 11F: 3 clusters Score -2632056 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2632455.750000 Penalty: 3328.752197
	Iteration 12Q: 3 clusters Score -2632456 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2632665.250000 Penalty: 3328.752197
	Iteration 13Q: 3 clusters Score -2632665 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2632794.000000 Penalty: 3328.752197
	Iteration 14Q: 3 clusters Score -2632794 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2632908.750000 Penalty: 3328.752197
	Iteration 15Q: 3 clusters Score -2632909 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2633033.500000 Penalty: 3328.752197
	Iteration 16Q: 3 clusters Score -2633034 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2633154.500000 Penalty: 3328.752197
	Iteration 17Q: 3 clusters Score -2633154 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2633262.000000 Penalty: 3328.752197
	Iteration 18Q: 3 clusters Score -2633262 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2633347.750000 Penalty: 3328.752197
	Iteration 19Q: 3 clusters Score -2633348 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2633466.250000 Penalty: 3328.752197
	Iteration 20F: 3 clusters Score -2633466 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2633615.250000 Penalty: 3328.752197
	Iteration 21Q: 3 clusters Score -2633615 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2633750.750000 Penalty: 3328.752197
	Iteration 22Q: 3 clusters Score -2633751 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2633894.500000 Penalty: 3328.752197
	Iteration 23Q: 3 clusters Score -2633894 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2634015.250000 Penalty: 3328.752197
	Iteration 24Q: 3 clusters Score -2634015 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2634167.750000 Penalty: 3328.752197
	Iteration 25Q: 3 clusters Score -2634168 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2634319.250000 Penalty: 3328.752197
	Iteration 26Q: 3 clusters Score -2634319 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2634482.000000 Penalty: 3328.752197
	Iteration 27Q: 3 clusters Score -2634482 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2634622.750000 Penalty: 3328.752197
	Iteration 28Q: 3 clusters Score -2634623 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2634753.500000 Penalty: 3328.752197
	Iteration 29Q: 3 clusters Score -2634754 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2634871.500000 Penalty: 3328.752197
	Iteration 30Q: 3 clusters Score -2634872 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2634955.000000 Penalty: 3328.752197
	Iteration 31Q: 3 clusters Score -2634955 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2635039.750000 Penalty: 3328.752197
	Iteration 32Q: 3 clusters Score -2635040 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2635092.250000 Penalty: 3328.752197
	Iteration 33Q: 3 clusters Score -2635092 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2635150.750000 Penalty: 3328.752197
	Iteration 34Q: 3 clusters Score -2635151 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2635202.750000 Penalty: 3328.752197
	Iteration 35Q: 3 clusters Score -2635203 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2635276.250000 Penalty: 3328.752197
	Iteration 36Q: 3 clusters Score -2635276 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2635352.250000 Penalty: 3328.752197
	Iteration 37Q: 3 clusters Score -2635352 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2635425.000000 Penalty: 3328.752197
	Iteration 38Q: 3 clusters Score -2635425 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2635472.000000 Penalty: 3328.752197
	Iteration 39Q: 3 clusters Score -2635472 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2635528.250000 Penalty: 3328.752197
	Iteration 40F: 3 clusters Score -2635528 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2635577.250000 Penalty: 3328.752197
	Iteration 41Q: 3 clusters Score -2635577 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2635621.250000 Penalty: 3328.752197
	Iteration 42Q: 3 clusters Score -2635621 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -2635648.000000 Penalty: 3328.752197
	Iteration 43Q: 3 clusters Score -2635648 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2635680.000000 Penalty: 3328.752197
	Iteration 44Q: 3 clusters Score -2635680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2635712.750000 Penalty: 3328.752197
	Iteration 45Q: 3 clusters Score -2635713 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2635738.250000 Penalty: 3328.752197
	Iteration 46Q: 3 clusters Score -2635738 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2635756.000000 Penalty: 3328.752197
	Iteration 47Q: 3 clusters Score -2635756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2635769.750000 Penalty: 3328.752197
	Iteration 48Q: 3 clusters Score -2635770 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2635778.000000 Penalty: 3328.752197
	Iteration 49Q: 3 clusters Score -2635778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -2635803.000000 Penalty: 3328.752197
	Iteration 50Q: 3 clusters Score -2635803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2635824.750000 Penalty: 3328.752197
	Iteration 51Q: 3 clusters Score -2635825 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -2635842.000000 Penalty: 3328.752197
	Iteration 52Q: 3 clusters Score -2635842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2635873.750000 Penalty: 3328.752197
	Iteration 53Q: 3 clusters Score -2635874 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2635888.500000 Penalty: 3328.752197
	Iteration 54Q: 3 clusters Score -2635888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2635901.250000 Penalty: 3328.752197
	Iteration 55Q: 3 clusters Score -2635901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2635914.250000 Penalty: 3328.752197
	Iteration 56Q: 3 clusters Score -2635914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2635933.250000 Penalty: 3328.752197
	Iteration 57Q: 3 clusters Score -2635933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2635943.750000 Penalty: 3328.752197
	Iteration 58Q: 3 clusters Score -2635944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -2635961.250000 Penalty: 3328.752197
	Iteration 59Q: 3 clusters Score -2635961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2635981.250000 Penalty: 3328.752197
	Iteration 60F: 3 clusters Score -2635981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -2635998.750000 Penalty: 3328.752197
	Iteration 61Q: 3 clusters Score -2635999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2636014.750000 Penalty: 3328.752197
	Iteration 62Q: 3 clusters Score -2636015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -2636039.750000 Penalty: 3328.752197
	Iteration 63Q: 3 clusters Score -2636040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -2636052.000000 Penalty: 3328.752197
	Iteration 64Q: 3 clusters Score -2636052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2636066.500000 Penalty: 3328.752197
	Iteration 65Q: 3 clusters Score -2636066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2636075.000000 Penalty: 3328.752197
	Iteration 66Q: 3 clusters Score -2636075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -2636093.250000 Penalty: 3328.752197
	Iteration 67Q: 3 clusters Score -2636093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2636106.750000 Penalty: 3328.752197
	Iteration 68Q: 3 clusters Score -2636107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -2636115.750000 Penalty: 3328.752197
	Iteration 69Q: 3 clusters Score -2636116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -2636117.500000 Penalty: 3328.752197
	Iteration 70Q: 3 clusters Score -2636118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2636130.500000 Penalty: 3328.752197
	Iteration 71Q: 3 clusters Score -2636130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2636135.000000 Penalty: 3328.752197
	Iteration 72Q: 3 clusters Score -2636135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -2636142.500000 Penalty: 3328.752197
	Iteration 73Q: 3 clusters Score -2636142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -2636147.000000 Penalty: 3328.752197
	Iteration 74Q: 3 clusters Score -2636147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -2636158.750000 Penalty: 3328.752197
	Iteration 75Q: 3 clusters Score -2636159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -2636164.750000 Penalty: 3328.752197
	Iteration 76Q: 3 clusters Score -2636165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -2636166.250000 Penalty: 3328.752197
	Iteration 77Q: 3 clusters Score -2636166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2636170.000000 Penalty: 3328.752197
	Iteration 78Q: 3 clusters Score -2636170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -2636180.750000 Penalty: 3328.752197
	Iteration 79Q: 3 clusters Score -2636181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -2636183.500000 Penalty: 3328.752197
	Iteration 80F: 3 clusters Score -2636184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -2636184.500000 Penalty: 3328.752197
	Iteration 81Q: 3 clusters Score -2636184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -2636187.250000 Penalty: 3328.752197
	Iteration 82Q: 3 clusters Score -2636187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -2636186.750000 Penalty: 3328.752197
	Iteration 83Q: 3 clusters Score -2636187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -2636189.750000 Penalty: 3328.752197
	Iteration 84Q: 3 clusters Score -2636190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -2636182.000000 Penalty: 3328.752197
	Iteration 85Q: 3 clusters Score -2636182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -2636180.500000 Penalty: 3328.752197
	Iteration 86Q: 3 clusters Score -2636180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -2636182.500000 Penalty: 3328.752197
	Iteration 87Q: 3 clusters Score -2636182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -2636188.500000 Penalty: 3328.752197
	Iteration 88Q: 3 clusters Score -2636188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -2636189.500000 Penalty: 3328.752197
	Iteration 89Q: 3 clusters Score -2636190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2636192.500000 Penalty: 3328.752197
	Iteration 90Q: 3 clusters Score -2636192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -2636191.500000 Penalty: 3328.752197
	Iteration 91Q: 3 clusters Score -2636192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2636190.000000 Penalty: 3328.752197
	Iteration 92Q: 3 clusters Score -2636190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -2636193.500000 Penalty: 3328.752197
	Iteration 93Q: 3 clusters Score -2636194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -2636194.250000 Penalty: 3328.752197
	Iteration 94Q: 3 clusters Score -2636194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -2636193.750000 Penalty: 3328.752197
	Iteration 95Q: 3 clusters Score -2636194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -2636196.750000 Penalty: 3328.752197
	Iteration 96Q: 3 clusters Score -2636197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -2636195.750000 Penalty: 3328.752197
	Iteration 97Q: 3 clusters Score -2636196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -2636205.000000 Penalty: 3328.752197
	Iteration 98Q: 3 clusters Score -2636205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2636200.500000 Penalty: 3328.752197
	Iteration 99Q: 3 clusters Score -2636200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2636198.750000 Penalty: 3328.752197
	Iteration 100F: 3 clusters Score -2636199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -2636198.250000 Penalty: 3328.752197
	Iteration 101Q: 3 clusters Score -2636198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -2636202.750000 Penalty: 3328.752197
	Iteration 102Q: 3 clusters Score -2636203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -2636197.250000 Penalty: 3328.752197
	Iteration 103Q: 3 clusters Score -2636197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2636198.750000 Penalty: 3328.752197
	Iteration 104Q: 3 clusters Score -2636199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -2636197.250000 Penalty: 3328.752197
	Iteration 105Q: 3 clusters Score -2636197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -2636197.750000 Penalty: 3328.752197
	Iteration 106Q: 3 clusters Score -2636198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -2636197.750000 Penalty: 3328.752197
	Iteration 107F: 3 clusters Score -2636198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (325719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325719 members 
Entering Unmasked Estep 
Score: -29785074.000000 Penalty: 2062.740967
	Iteration 0F: 2 clusters Score -2.978507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162583 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -29576710.000000 Penalty: 4125.481934
	Iteration 0F: 3 clusters Score -2.957671e+07 nChanged 158821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 174069 members 
Entering Unmasked Estep 
Score: -29672446.000000 Penalty: 4125.481934
	Iteration 1F: 3 clusters Score -2.967245e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144261 members 
Mstep: Class 2 contains 181458 members 
Entering Unmasked Estep 
Score: -29674628.000000 Penalty: 4125.481934
	Iteration 2Q: 3 clusters Score -2.967463e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 192891 members 
Entering Unmasked Estep 
Score: -29678916.000000 Penalty: 4125.481934
	Iteration 3Q: 3 clusters Score -2.967892e+07 nChanged 17678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 210221 members 
Entering Unmasked Estep 
Score: -29687804.000000 Penalty: 4125.481934
	Iteration 4F: 3 clusters Score -2.96878e+07 nChanged 24250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -29704072.000000 Penalty: 4125.481934
	Iteration 5F: 3 clusters Score -2.970407e+07 nChanged 30581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 265008 members 
Entering Unmasked Estep 
Score: -29730674.000000 Penalty: 4125.481934
	Iteration 6F: 3 clusters Score -2.973067e+07 nChanged 30327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 295335 members 
Entering Unmasked Estep 
Score: -29762616.000000 Penalty: 4125.481934
	Iteration 7F: 3 clusters Score -2.976262e+07 nChanged 20314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 315649 members 
Entering Unmasked Estep 
Score: -29778184.000000 Penalty: 4125.481934
	Iteration 8F: 3 clusters Score -2.977818e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 323428 members 
Entering Unmasked Estep 
Score: -29782116.000000 Penalty: 4125.481934
	Iteration 9Q: 3 clusters Score -2.978212e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 325197 members 
Entering Unmasked Estep 
Score: -29782822.000000 Penalty: 4125.481934
	Iteration 10Q: 3 clusters Score -2.978282e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 325511 members 
Entering Unmasked Estep 
Score: -29783042.000000 Penalty: 4125.481934
	Iteration 11Q: 3 clusters Score -2.978304e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 325568 members 
Entering Unmasked Estep 
Score: -29783142.000000 Penalty: 4125.481934
	Iteration 12Q: 3 clusters Score -2.978314e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 325580 members 
Entering Unmasked Estep 
Score: -29783198.000000 Penalty: 4125.481934
	Iteration 13Q: 3 clusters Score -2.97832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 325581 members 
Entering Unmasked Estep 
Score: -29783228.000000 Penalty: 4125.481934
	Iteration 14Q: 3 clusters Score -2.978323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 325585 members 
Entering Unmasked Estep 
Score: -29783248.000000 Penalty: 4125.481934
	Iteration 15Q: 3 clusters Score -2.978325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 325586 members 
Entering Unmasked Estep 
Score: -29783254.000000 Penalty: 4125.481934
	Iteration 16Q: 3 clusters Score -2.978325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 325586 members 
Entering Unmasked Estep 
Score: -29783252.000000 Penalty: 4125.481934
	Iteration 17Q: 3 clusters Score -2.978325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 325586 members 
Entering Unmasked Estep 
Score: -29783252.000000 Penalty: 4125.481934
	Iteration 18Q: 3 clusters Score -2.978325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 325586 members 
Entering Unmasked Estep 
Score: -29783252.000000 Penalty: 4125.481934
	Iteration 19F: 3 clusters Score -2.978325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Entering Unmasked Estep 
Score: -2016157.625000 Penalty: 1622.018311
	Iteration 0F: 2 clusters Score -2016158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2001454.000000 Penalty: 3244.036621
	Iteration 0F: 3 clusters Score -2001454 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2006856.750000 Penalty: 3244.036621
	Iteration 1F: 3 clusters Score -2006857 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2007220.375000 Penalty: 3244.036621
	Iteration 2Q: 3 clusters Score -2007220 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2007619.375000 Penalty: 3244.036621
	Iteration 3Q: 3 clusters Score -2007619 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2008100.625000 Penalty: 3244.036621
	Iteration 4Q: 3 clusters Score -2008101 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2008716.750000 Penalty: 3244.036621
	Iteration 5Q: 3 clusters Score -2008717 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2009428.625000 Penalty: 3244.036621
	Iteration 6F: 3 clusters Score -2009429 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2010237.500000 Penalty: 3244.036621
	Iteration 7F: 3 clusters Score -2010238 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2011064.250000 Penalty: 3244.036621
	Iteration 8F: 3 clusters Score -2011064 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2011782.000000 Penalty: 3244.036621
	Iteration 9F: 3 clusters Score -2011782 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2012300.875000 Penalty: 3244.036621
	Iteration 10Q: 3 clusters Score -2012301 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2012593.875000 Penalty: 3244.036621
	Iteration 11Q: 3 clusters Score -2012594 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2012810.000000 Penalty: 3244.036621
	Iteration 12Q: 3 clusters Score -2012810 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2013021.750000 Penalty: 3244.036621
	Iteration 13Q: 3 clusters Score -2013022 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2013193.000000 Penalty: 3244.036621
	Iteration 14Q: 3 clusters Score -2013193 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2013384.250000 Penalty: 3244.036621
	Iteration 15Q: 3 clusters Score -2013384 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2013569.625000 Penalty: 3244.036621
	Iteration 16Q: 3 clusters Score -2013570 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2013779.375000 Penalty: 3244.036621
	Iteration 17Q: 3 clusters Score -2013779 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2013977.375000 Penalty: 3244.036621
	Iteration 18Q: 3 clusters Score -2013977 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2014188.750000 Penalty: 3244.036621
	Iteration 19Q: 3 clusters Score -2014189 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2014335.000000 Penalty: 3244.036621
	Iteration 20F: 3 clusters Score -2014335 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2014448.000000 Penalty: 3244.036621
	Iteration 21Q: 3 clusters Score -2014448 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2014527.625000 Penalty: 3244.036621
	Iteration 22Q: 3 clusters Score -2014528 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2014594.500000 Penalty: 3244.036621
	Iteration 23Q: 3 clusters Score -2014594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2014651.125000 Penalty: 3244.036621
	Iteration 24Q: 3 clusters Score -2014651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2014688.125000 Penalty: 3244.036621
	Iteration 25Q: 3 clusters Score -2014688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2014720.000000 Penalty: 3244.036621
	Iteration 26Q: 3 clusters Score -2014720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2014761.875000 Penalty: 3244.036621
	Iteration 27Q: 3 clusters Score -2014762 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2014782.500000 Penalty: 3244.036621
	Iteration 28Q: 3 clusters Score -2014782 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2014811.375000 Penalty: 3244.036621
	Iteration 29Q: 3 clusters Score -2014811 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2014845.000000 Penalty: 3244.036621
	Iteration 30Q: 3 clusters Score -2014845 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2014870.875000 Penalty: 3244.036621
	Iteration 31Q: 3 clusters Score -2014871 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2014909.375000 Penalty: 3244.036621
	Iteration 32Q: 3 clusters Score -2014909 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2014938.250000 Penalty: 3244.036621
	Iteration 33Q: 3 clusters Score -2014938 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2014960.750000 Penalty: 3244.036621
	Iteration 34Q: 3 clusters Score -2014961 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2014977.625000 Penalty: 3244.036621
	Iteration 35Q: 3 clusters Score -2014978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2014994.000000 Penalty: 3244.036621
	Iteration 36Q: 3 clusters Score -2014994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2015008.500000 Penalty: 3244.036621
	Iteration 37Q: 3 clusters Score -2015008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2015030.875000 Penalty: 3244.036621
	Iteration 38Q: 3 clusters Score -2015031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2015045.500000 Penalty: 3244.036621
	Iteration 39Q: 3 clusters Score -2015046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2015053.250000 Penalty: 3244.036621
	Iteration 40F: 3 clusters Score -2015053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2015071.375000 Penalty: 3244.036621
	Iteration 41Q: 3 clusters Score -2015071 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2015077.625000 Penalty: 3244.036621
	Iteration 42Q: 3 clusters Score -2015078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2015089.500000 Penalty: 3244.036621
	Iteration 43Q: 3 clusters Score -2015090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2015097.375000 Penalty: 3244.036621
	Iteration 44Q: 3 clusters Score -2015097 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2015103.375000 Penalty: 3244.036621
	Iteration 45Q: 3 clusters Score -2015103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2015117.500000 Penalty: 3244.036621
	Iteration 46Q: 3 clusters Score -2015118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2015128.875000 Penalty: 3244.036621
	Iteration 47Q: 3 clusters Score -2015129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2015138.625000 Penalty: 3244.036621
	Iteration 48Q: 3 clusters Score -2015139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2015152.000000 Penalty: 3244.036621
	Iteration 49Q: 3 clusters Score -2015152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2015160.625000 Penalty: 3244.036621
	Iteration 50Q: 3 clusters Score -2015161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2015177.250000 Penalty: 3244.036621
	Iteration 51Q: 3 clusters Score -2015177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2015193.375000 Penalty: 3244.036621
	Iteration 52Q: 3 clusters Score -2015193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2015212.125000 Penalty: 3244.036621
	Iteration 53Q: 3 clusters Score -2015212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2015224.500000 Penalty: 3244.036621
	Iteration 54Q: 3 clusters Score -2015224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2015235.875000 Penalty: 3244.036621
	Iteration 55Q: 3 clusters Score -2015236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2015246.000000 Penalty: 3244.036621
	Iteration 56Q: 3 clusters Score -2015246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2015251.875000 Penalty: 3244.036621
	Iteration 57Q: 3 clusters Score -2015252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2015263.750000 Penalty: 3244.036621
	Iteration 58Q: 3 clusters Score -2015264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2015278.875000 Penalty: 3244.036621
	Iteration 59Q: 3 clusters Score -2015279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2015289.125000 Penalty: 3244.036621
	Iteration 60F: 3 clusters Score -2015289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2015303.375000 Penalty: 3244.036621
	Iteration 61Q: 3 clusters Score -2015303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2015313.500000 Penalty: 3244.036621
	Iteration 62Q: 3 clusters Score -2015314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2015324.375000 Penalty: 3244.036621
	Iteration 63Q: 3 clusters Score -2015324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2015334.750000 Penalty: 3244.036621
	Iteration 64Q: 3 clusters Score -2015335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2015337.000000 Penalty: 3244.036621
	Iteration 65Q: 3 clusters Score -2015337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2015341.875000 Penalty: 3244.036621
	Iteration 66Q: 3 clusters Score -2015342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2015346.500000 Penalty: 3244.036621
	Iteration 67Q: 3 clusters Score -2015346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2015351.875000 Penalty: 3244.036621
	Iteration 68Q: 3 clusters Score -2015352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2015358.625000 Penalty: 3244.036621
	Iteration 69Q: 3 clusters Score -2015359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2015359.625000 Penalty: 3244.036621
	Iteration 70Q: 3 clusters Score -2015360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2015367.750000 Penalty: 3244.036621
	Iteration 71Q: 3 clusters Score -2015368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2015366.625000 Penalty: 3244.036621
	Iteration 72Q: 3 clusters Score -2015367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2015369.250000 Penalty: 3244.036621
	Iteration 73Q: 3 clusters Score -2015369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2015369.875000 Penalty: 3244.036621
	Iteration 74Q: 3 clusters Score -2015370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2015370.000000 Penalty: 3244.036621
	Iteration 75Q: 3 clusters Score -2015370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2015373.000000 Penalty: 3244.036621
	Iteration 76Q: 3 clusters Score -2015373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2015372.500000 Penalty: 3244.036621
	Iteration 77Q: 3 clusters Score -2015372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2015373.500000 Penalty: 3244.036621
	Iteration 78Q: 3 clusters Score -2015374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2015371.750000 Penalty: 3244.036621
	Iteration 79Q: 3 clusters Score -2015372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2015371.875000 Penalty: 3244.036621
	Iteration 80F: 3 clusters Score -2015372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2015376.250000 Penalty: 3244.036621
	Iteration 81Q: 3 clusters Score -2015376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2015375.625000 Penalty: 3244.036621
	Iteration 82Q: 3 clusters Score -2015376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2015375.625000 Penalty: 3244.036621
	Iteration 83F: 3 clusters Score -2015376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -146902.765625 Penalty: 1219.553101
	Iteration 0F: 2 clusters Score -146902.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -145005.437500 Penalty: 2439.106201
	Iteration 0F: 3 clusters Score -145005.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -145503.453125 Penalty: 2439.106201
	Iteration 1F: 3 clusters Score -145503.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -145601.687500 Penalty: 2439.106201
	Iteration 2F: 3 clusters Score -145601.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -145652.812500 Penalty: 2439.106201
	Iteration 3Q: 3 clusters Score -145652.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -145681.453125 Penalty: 2439.106201
	Iteration 4Q: 3 clusters Score -145681.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -145700.140625 Penalty: 2439.106201
	Iteration 5Q: 3 clusters Score -145700.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -145711.375000 Penalty: 2439.106201
	Iteration 6Q: 3 clusters Score -145711.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -145720.828125 Penalty: 2439.106201
	Iteration 7Q: 3 clusters Score -145720.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -145731.125000 Penalty: 2439.106201
	Iteration 8Q: 3 clusters Score -145731.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -145742.921875 Penalty: 2439.106201
	Iteration 9Q: 3 clusters Score -145742.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -145752.281250 Penalty: 2439.106201
	Iteration 10Q: 3 clusters Score -145752.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145760.875000 Penalty: 2439.106201
	Iteration 11Q: 3 clusters Score -145760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145767.046875 Penalty: 2439.106201
	Iteration 12Q: 3 clusters Score -145767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -145774.640625 Penalty: 2439.106201
	Iteration 13Q: 3 clusters Score -145774.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145780.468750 Penalty: 2439.106201
	Iteration 14Q: 3 clusters Score -145780.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145786.578125 Penalty: 2439.106201
	Iteration 15Q: 3 clusters Score -145786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145793.640625 Penalty: 2439.106201
	Iteration 16Q: 3 clusters Score -145793.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -145799.500000 Penalty: 2439.106201
	Iteration 17Q: 3 clusters Score -145799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145804.343750 Penalty: 2439.106201
	Iteration 18Q: 3 clusters Score -145804.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145809.437500 Penalty: 2439.106201
	Iteration 19Q: 3 clusters Score -145809.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145812.656250 Penalty: 2439.106201
	Iteration 20F: 3 clusters Score -145812.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145815.515625 Penalty: 2439.106201
	Iteration 21Q: 3 clusters Score -145815.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145817.843750 Penalty: 2439.106201
	Iteration 22Q: 3 clusters Score -145817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -145819.015625 Penalty: 2439.106201
	Iteration 23Q: 3 clusters Score -145819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -145820.046875 Penalty: 2439.106201
	Iteration 24Q: 3 clusters Score -145820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145821.453125 Penalty: 2439.106201
	Iteration 25Q: 3 clusters Score -145821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -145827.031250 Penalty: 2439.106201
	Iteration 26Q: 3 clusters Score -145827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145836.203125 Penalty: 2439.106201
	Iteration 27Q: 3 clusters Score -145836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145841.484375 Penalty: 2439.106201
	Iteration 28Q: 3 clusters Score -145841.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145847.796875 Penalty: 2439.106201
	Iteration 29Q: 3 clusters Score -145847.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145859.375000 Penalty: 2439.106201
	Iteration 30Q: 3 clusters Score -145859.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145876.234375 Penalty: 2439.106201
	Iteration 31Q: 3 clusters Score -145876.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145882.937500 Penalty: 2439.106201
	Iteration 32Q: 3 clusters Score -145882.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145895.390625 Penalty: 2439.106201
	Iteration 33Q: 3 clusters Score -145895.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -145908.500000 Penalty: 2439.106201
	Iteration 34Q: 3 clusters Score -145908.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145923.859375 Penalty: 2439.106201
	Iteration 35Q: 3 clusters Score -145923.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -145947.609375 Penalty: 2439.106201
	Iteration 36Q: 3 clusters Score -145947.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -145974.968750 Penalty: 2439.106201
	Iteration 37Q: 3 clusters Score -145975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -146008.671875 Penalty: 2439.106201
	Iteration 38Q: 3 clusters Score -146008.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -146040.703125 Penalty: 2439.106201
	Iteration 39Q: 3 clusters Score -146040.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -146091.734375 Penalty: 2439.106201
	Iteration 40F: 3 clusters Score -146091.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -146131.671875 Penalty: 2439.106201
	Iteration 41Q: 3 clusters Score -146131.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -146185.171875 Penalty: 2439.106201
	Iteration 42Q: 3 clusters Score -146185.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -146257.187500 Penalty: 2439.106201
	Iteration 43Q: 3 clusters Score -146257.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -146350.875000 Penalty: 2439.106201
	Iteration 44Q: 3 clusters Score -146350.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -146451.296875 Penalty: 2439.106201
	Iteration 45Q: 3 clusters Score -146451.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -146543.687500 Penalty: 2439.106201
	Iteration 46Q: 3 clusters Score -146543.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -146652.984375 Penalty: 2439.106201
	Iteration 47Q: 3 clusters Score -146653 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -146749.328125 Penalty: 2439.106201
	Iteration 48Q: 3 clusters Score -146749.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -146820.968750 Penalty: 2439.106201
	Iteration 49Q: 3 clusters Score -146821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -146879.703125 Penalty: 2439.106201
	Iteration 50Q: 3 clusters Score -146879.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -146909.546875 Penalty: 2439.106201
	Iteration 51Q: 3 clusters Score -146909.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146932.937500 Penalty: 2439.106201
	Iteration 52Q: 3 clusters Score -146932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146947.796875 Penalty: 2439.106201
	Iteration 53Q: 3 clusters Score -146947.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146957.015625 Penalty: 2439.106201
	Iteration 54Q: 3 clusters Score -146957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146964.875000 Penalty: 2439.106201
	Iteration 55Q: 3 clusters Score -146964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146968.593750 Penalty: 2439.106201
	Iteration 56Q: 3 clusters Score -146968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -146970.234375 Penalty: 2439.106201
	Iteration 57Q: 3 clusters Score -146970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -146972.140625 Penalty: 2439.106201
	Iteration 58Q: 3 clusters Score -146972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -146972.515625 Penalty: 2439.106201
	Iteration 59Q: 3 clusters Score -146972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -147007.093750 Penalty: 2439.106201
	Iteration 60F: 3 clusters Score -147007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -147074.234375 Penalty: 2439.106201
	Iteration 61Q: 3 clusters Score -147074.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -147115.421875 Penalty: 2439.106201
	Iteration 62Q: 3 clusters Score -147115.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -147144.109375 Penalty: 2439.106201
	Iteration 63Q: 3 clusters Score -147144.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147162.390625 Penalty: 2439.106201
	Iteration 64Q: 3 clusters Score -147162.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147185.359375 Penalty: 2439.106201
	Iteration 65Q: 3 clusters Score -147185.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147208.500000 Penalty: 2439.106201
	Iteration 66Q: 3 clusters Score -147208.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -147218.093750 Penalty: 2439.106201
	Iteration 67Q: 3 clusters Score -147218.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -147228.718750 Penalty: 2439.106201
	Iteration 68Q: 3 clusters Score -147228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147235.406250 Penalty: 2439.106201
	Iteration 69Q: 3 clusters Score -147235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -147238.937500 Penalty: 2439.106201
	Iteration 70Q: 3 clusters Score -147238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -147240.078125 Penalty: 2439.106201
	Iteration 71Q: 3 clusters Score -147240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147242.031250 Penalty: 2439.106201
	Iteration 72Q: 3 clusters Score -147242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -147242.953125 Penalty: 2439.106201
	Iteration 73Q: 3 clusters Score -147243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -147243.406250 Penalty: 2439.106201
	Iteration 74Q: 3 clusters Score -147243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -147244.656250 Penalty: 2439.106201
	Iteration 75Q: 3 clusters Score -147244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -147245.546875 Penalty: 2439.106201
	Iteration 76Q: 3 clusters Score -147245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147248.203125 Penalty: 2439.106201
	Iteration 77Q: 3 clusters Score -147248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -147250.031250 Penalty: 2439.106201
	Iteration 78Q: 3 clusters Score -147250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147250.734375 Penalty: 2439.106201
	Iteration 79Q: 3 clusters Score -147250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147251.031250 Penalty: 2439.106201
	Iteration 80F: 3 clusters Score -147251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -147251.484375 Penalty: 2439.106201
	Iteration 81Q: 3 clusters Score -147251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147251.593750 Penalty: 2439.106201
	Iteration 82Q: 3 clusters Score -147251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147251.593750 Penalty: 2439.106201
	Iteration 83F: 3 clusters Score -147251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28066 members 
Mstep: Class 4 contains 325719 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1042 members 
Mstep: Class 10 contains 23215 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
Score: -54526960.000000 Penalty: 30277.972656
Splitting cluster 8 changes total score from -54527476.000000 to -54526960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (23215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Entering Unmasked Estep 
Score: -2098573.750000 Penalty: 1633.540039
	Iteration 0F: 2 clusters Score -2098574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2082855.500000 Penalty: 3267.080078
	Iteration 0F: 3 clusters Score -2082856 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2088573.875000 Penalty: 3267.080078
	Iteration 1F: 3 clusters Score -2088574 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2088862.625000 Penalty: 3267.080078
	Iteration 2Q: 3 clusters Score -2088863 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2089141.250000 Penalty: 3267.080078
	Iteration 3Q: 3 clusters Score -2089141 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2089433.500000 Penalty: 3267.080078
	Iteration 4Q: 3 clusters Score -2089434 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2089830.750000 Penalty: 3267.080078
	Iteration 5Q: 3 clusters Score -2089831 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2090333.250000 Penalty: 3267.080078
	Iteration 6Q: 3 clusters Score -2090333 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2091046.625000 Penalty: 3267.080078
	Iteration 7F: 3 clusters Score -2091047 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2092115.250000 Penalty: 3267.080078
	Iteration 8F: 3 clusters Score -2092115 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2093500.875000 Penalty: 3267.080078
	Iteration 9F: 3 clusters Score -2093501 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2094923.500000 Penalty: 3267.080078
	Iteration 10F: 3 clusters Score -2094924 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2096016.375000 Penalty: 3267.080078
	Iteration 11Q: 3 clusters Score -2096016 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2096585.000000 Penalty: 3267.080078
	Iteration 12Q: 3 clusters Score -2096585 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2096857.875000 Penalty: 3267.080078
	Iteration 13Q: 3 clusters Score -2096858 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2096976.500000 Penalty: 3267.080078
	Iteration 14Q: 3 clusters Score -2096976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2097023.875000 Penalty: 3267.080078
	Iteration 15Q: 3 clusters Score -2097024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2097054.125000 Penalty: 3267.080078
	Iteration 16Q: 3 clusters Score -2097054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2097073.875000 Penalty: 3267.080078
	Iteration 17Q: 3 clusters Score -2097074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2097084.750000 Penalty: 3267.080078
	Iteration 18Q: 3 clusters Score -2097085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2097098.125000 Penalty: 3267.080078
	Iteration 19Q: 3 clusters Score -2097098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2097106.125000 Penalty: 3267.080078
	Iteration 20F: 3 clusters Score -2097106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2097111.375000 Penalty: 3267.080078
	Iteration 21Q: 3 clusters Score -2097111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2097115.000000 Penalty: 3267.080078
	Iteration 22Q: 3 clusters Score -2097115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2097115.000000 Penalty: 3267.080078
	Iteration 23F: 3 clusters Score -2097115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -226494.359375 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -226494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -224074.171875 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -224074.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -224577.515625 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -224577.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224696.343750 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -224696.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -224762.546875 Penalty: 2529.141357
	Iteration 3Q: 3 clusters Score -224762.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -224811.859375 Penalty: 2529.141357
	Iteration 4Q: 3 clusters Score -224811.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -224858.671875 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -224858.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -224893.671875 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -224893.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -224918.109375 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -224918.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -224943.953125 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -224944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -224969.390625 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -224969.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -224989.328125 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -224989.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -225007.328125 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -225007.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -225022.218750 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -225022.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -225031.343750 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -225031.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -225038.062500 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -225038.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -225044.609375 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -225044.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -225048.765625 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -225048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -225050.375000 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -225050.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -225053.406250 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -225053.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -225057.687500 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -225057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -225060.859375 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -225060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -225062.890625 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -225062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -225067.171875 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -225067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -225073.593750 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -225073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -225077.406250 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -225077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -225083.296875 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -225083.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -225087.609375 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -225087.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -225091.656250 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -225091.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -225096.312500 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -225096.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -225098.359375 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -225098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -225100.640625 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -225100.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -225103.062500 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -225103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -225106.953125 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -225107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -225110.375000 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -225110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -225113.890625 Penalty: 2529.141357
	Iteration 34Q: 3 clusters Score -225113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -225116.468750 Penalty: 2529.141357
	Iteration 35Q: 3 clusters Score -225116.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -225119.562500 Penalty: 2529.141357
	Iteration 36Q: 3 clusters Score -225119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -225121.390625 Penalty: 2529.141357
	Iteration 37Q: 3 clusters Score -225121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -225123.937500 Penalty: 2529.141357
	Iteration 38Q: 3 clusters Score -225123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -225126.234375 Penalty: 2529.141357
	Iteration 39Q: 3 clusters Score -225126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -225129.546875 Penalty: 2529.141357
	Iteration 40F: 3 clusters Score -225129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -225133.359375 Penalty: 2529.141357
	Iteration 41Q: 3 clusters Score -225133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -225138.781250 Penalty: 2529.141357
	Iteration 42Q: 3 clusters Score -225138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -225143.000000 Penalty: 2529.141357
	Iteration 43Q: 3 clusters Score -225143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -225146.687500 Penalty: 2529.141357
	Iteration 44Q: 3 clusters Score -225146.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -225152.093750 Penalty: 2529.141357
	Iteration 45Q: 3 clusters Score -225152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -225155.812500 Penalty: 2529.141357
	Iteration 46Q: 3 clusters Score -225155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -225159.093750 Penalty: 2529.141357
	Iteration 47Q: 3 clusters Score -225159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -225159.859375 Penalty: 2529.141357
	Iteration 48Q: 3 clusters Score -225159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -225160.656250 Penalty: 2529.141357
	Iteration 49Q: 3 clusters Score -225160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -225161.578125 Penalty: 2529.141357
	Iteration 50Q: 3 clusters Score -225161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -225161.765625 Penalty: 2529.141357
	Iteration 51Q: 3 clusters Score -225161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -225162.406250 Penalty: 2529.141357
	Iteration 52Q: 3 clusters Score -225162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -225162.640625 Penalty: 2529.141357
	Iteration 53Q: 3 clusters Score -225162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -225162.937500 Penalty: 2529.141357
	Iteration 54Q: 3 clusters Score -225162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -225163.171875 Penalty: 2529.141357
	Iteration 55Q: 3 clusters Score -225163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -225163.578125 Penalty: 2529.141357
	Iteration 56Q: 3 clusters Score -225163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -225164.000000 Penalty: 2529.141357
	Iteration 57Q: 3 clusters Score -225164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -225164.062500 Penalty: 2529.141357
	Iteration 58Q: 3 clusters Score -225164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -225164.062500 Penalty: 2529.141357
	Iteration 59F: 3 clusters Score -225164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Entering Unmasked Estep 
Score: -5911248.500000 Penalty: 1796.490234
	Iteration 0F: 2 clusters Score -5911248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -5869010.000000 Penalty: 3592.980469
	Iteration 0F: 3 clusters Score -5869010 nChanged 29929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -5885828.500000 Penalty: 3592.980469
	Iteration 1F: 3 clusters Score -5885828 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5886816.500000 Penalty: 3592.980469
	Iteration 2Q: 3 clusters Score -5886816 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -5888363.000000 Penalty: 3592.980469
	Iteration 3Q: 3 clusters Score -5888363 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -5890986.500000 Penalty: 3592.980469
	Iteration 4F: 3 clusters Score -5890986 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5894571.500000 Penalty: 3592.980469
	Iteration 5F: 3 clusters Score -5894572 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5899085.500000 Penalty: 3592.980469
	Iteration 6F: 3 clusters Score -5899086 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5902744.000000 Penalty: 3592.980469
	Iteration 7F: 3 clusters Score -5902744 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5904402.500000 Penalty: 3592.980469
	Iteration 8Q: 3 clusters Score -5904402 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -5905187.000000 Penalty: 3592.980469
	Iteration 9Q: 3 clusters Score -5905187 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5905646.500000 Penalty: 3592.980469
	Iteration 10Q: 3 clusters Score -5905646 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -5906024.500000 Penalty: 3592.980469
	Iteration 11Q: 3 clusters Score -5906024 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -5906332.500000 Penalty: 3592.980469
	Iteration 12Q: 3 clusters Score -5906332 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -5906603.000000 Penalty: 3592.980469
	Iteration 13Q: 3 clusters Score -5906603 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -5906874.500000 Penalty: 3592.980469
	Iteration 14Q: 3 clusters Score -5906874 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -5907092.500000 Penalty: 3592.980469
	Iteration 15Q: 3 clusters Score -5907092 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -5907273.000000 Penalty: 3592.980469
	Iteration 16Q: 3 clusters Score -5907273 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -5907400.000000 Penalty: 3592.980469
	Iteration 17Q: 3 clusters Score -5907400 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -5907516.500000 Penalty: 3592.980469
	Iteration 18Q: 3 clusters Score -5907516 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -5907631.000000 Penalty: 3592.980469
	Iteration 19Q: 3 clusters Score -5907631 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -5907760.000000 Penalty: 3592.980469
	Iteration 20F: 3 clusters Score -5907760 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -5907881.500000 Penalty: 3592.980469
	Iteration 21Q: 3 clusters Score -5907882 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -5908021.000000 Penalty: 3592.980469
	Iteration 22Q: 3 clusters Score -5908021 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -5908111.500000 Penalty: 3592.980469
	Iteration 23Q: 3 clusters Score -5908112 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -5908226.000000 Penalty: 3592.980469
	Iteration 24Q: 3 clusters Score -5908226 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -5908345.500000 Penalty: 3592.980469
	Iteration 25Q: 3 clusters Score -5908346 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -5908442.000000 Penalty: 3592.980469
	Iteration 26Q: 3 clusters Score -5908442 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -5908564.500000 Penalty: 3592.980469
	Iteration 27Q: 3 clusters Score -5908564 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -5908655.000000 Penalty: 3592.980469
	Iteration 28Q: 3 clusters Score -5908655 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -5908741.000000 Penalty: 3592.980469
	Iteration 29Q: 3 clusters Score -5908741 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -5908823.000000 Penalty: 3592.980469
	Iteration 30Q: 3 clusters Score -5908823 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -5908917.500000 Penalty: 3592.980469
	Iteration 31Q: 3 clusters Score -5908918 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -5908965.000000 Penalty: 3592.980469
	Iteration 32Q: 3 clusters Score -5908965 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -5909001.500000 Penalty: 3592.980469
	Iteration 33Q: 3 clusters Score -5909002 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -5909048.000000 Penalty: 3592.980469
	Iteration 34Q: 3 clusters Score -5909048 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -5909088.500000 Penalty: 3592.980469
	Iteration 35Q: 3 clusters Score -5909088 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -5909115.000000 Penalty: 3592.980469
	Iteration 36Q: 3 clusters Score -5909115 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -5909165.500000 Penalty: 3592.980469
	Iteration 37Q: 3 clusters Score -5909166 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -5909211.000000 Penalty: 3592.980469
	Iteration 38Q: 3 clusters Score -5909211 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -5909255.500000 Penalty: 3592.980469
	Iteration 39Q: 3 clusters Score -5909256 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -5909305.500000 Penalty: 3592.980469
	Iteration 40F: 3 clusters Score -5909306 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -5909348.000000 Penalty: 3592.980469
	Iteration 41Q: 3 clusters Score -5909348 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -5909355.000000 Penalty: 3592.980469
	Iteration 42Q: 3 clusters Score -5909355 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -5909378.000000 Penalty: 3592.980469
	Iteration 43Q: 3 clusters Score -5909378 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -5909432.500000 Penalty: 3592.980469
	Iteration 44Q: 3 clusters Score -5909432 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -5909475.000000 Penalty: 3592.980469
	Iteration 45Q: 3 clusters Score -5909475 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -5909506.000000 Penalty: 3592.980469
	Iteration 46Q: 3 clusters Score -5909506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -5909532.500000 Penalty: 3592.980469
	Iteration 47Q: 3 clusters Score -5909532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -5909564.000000 Penalty: 3592.980469
	Iteration 48Q: 3 clusters Score -5909564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -5909591.500000 Penalty: 3592.980469
	Iteration 49Q: 3 clusters Score -5909592 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -5909611.500000 Penalty: 3592.980469
	Iteration 50Q: 3 clusters Score -5909612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -5909625.500000 Penalty: 3592.980469
	Iteration 51Q: 3 clusters Score -5909626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -5909632.000000 Penalty: 3592.980469
	Iteration 52Q: 3 clusters Score -5909632 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -5909644.500000 Penalty: 3592.980469
	Iteration 53Q: 3 clusters Score -5909644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -5909665.500000 Penalty: 3592.980469
	Iteration 54Q: 3 clusters Score -5909666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -5909690.500000 Penalty: 3592.980469
	Iteration 55Q: 3 clusters Score -5909690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -5909726.500000 Penalty: 3592.980469
	Iteration 56Q: 3 clusters Score -5909726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -5909750.500000 Penalty: 3592.980469
	Iteration 57Q: 3 clusters Score -5909750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -5909774.500000 Penalty: 3592.980469
	Iteration 58Q: 3 clusters Score -5909774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -5909790.500000 Penalty: 3592.980469
	Iteration 59Q: 3 clusters Score -5909790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -5909793.000000 Penalty: 3592.980469
	Iteration 60F: 3 clusters Score -5909793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -5909794.500000 Penalty: 3592.980469
	Iteration 61Q: 3 clusters Score -5909794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -5909800.500000 Penalty: 3592.980469
	Iteration 62Q: 3 clusters Score -5909800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -5909818.500000 Penalty: 3592.980469
	Iteration 63Q: 3 clusters Score -5909818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -5909827.500000 Penalty: 3592.980469
	Iteration 64Q: 3 clusters Score -5909828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -5909836.000000 Penalty: 3592.980469
	Iteration 65Q: 3 clusters Score -5909836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -5909848.500000 Penalty: 3592.980469
	Iteration 66Q: 3 clusters Score -5909848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -5909863.000000 Penalty: 3592.980469
	Iteration 67Q: 3 clusters Score -5909863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -5909862.500000 Penalty: 3592.980469
	Iteration 68Q: 3 clusters Score -5909862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -5909867.500000 Penalty: 3592.980469
	Iteration 69Q: 3 clusters Score -5909868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -5909870.000000 Penalty: 3592.980469
	Iteration 70Q: 3 clusters Score -5909870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -5909880.500000 Penalty: 3592.980469
	Iteration 71Q: 3 clusters Score -5909880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -5909881.500000 Penalty: 3592.980469
	Iteration 72Q: 3 clusters Score -5909882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -5909895.000000 Penalty: 3592.980469
	Iteration 73Q: 3 clusters Score -5909895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -5909909.000000 Penalty: 3592.980469
	Iteration 74Q: 3 clusters Score -5909909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -5909913.000000 Penalty: 3592.980469
	Iteration 75Q: 3 clusters Score -5909913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -5909914.500000 Penalty: 3592.980469
	Iteration 76Q: 3 clusters Score -5909914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -5909916.000000 Penalty: 3592.980469
	Iteration 77Q: 3 clusters Score -5909916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -5909921.500000 Penalty: 3592.980469
	Iteration 78Q: 3 clusters Score -5909922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -5909919.000000 Penalty: 3592.980469
	Iteration 79Q: 3 clusters Score -5909919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -5909927.500000 Penalty: 3592.980469
	Iteration 80F: 3 clusters Score -5909928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -5909931.500000 Penalty: 3592.980469
	Iteration 81Q: 3 clusters Score -5909932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -5909936.000000 Penalty: 3592.980469
	Iteration 82Q: 3 clusters Score -5909936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -5909935.500000 Penalty: 3592.980469
	Iteration 83Q: 3 clusters Score -5909936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -5909937.000000 Penalty: 3592.980469
	Iteration 84Q: 3 clusters Score -5909937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -5909934.500000 Penalty: 3592.980469
	Iteration 85Q: 3 clusters Score -5909934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -5909936.500000 Penalty: 3592.980469
	Iteration 86Q: 3 clusters Score -5909936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -5909937.000000 Penalty: 3592.980469
	Iteration 87Q: 3 clusters Score -5909937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -5909936.000000 Penalty: 3592.980469
	Iteration 88Q: 3 clusters Score -5909936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -5909936.000000 Penalty: 3592.980469
	Iteration 89F: 3 clusters Score -5909936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Entering Unmasked Estep 
Score: -3693138.000000 Penalty: 1720.250122
	Iteration 0F: 2 clusters Score -3693138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3666424.250000 Penalty: 3440.500244
	Iteration 0F: 3 clusters Score -3666424 nChanged 18679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3676793.500000 Penalty: 3440.500244
	Iteration 1F: 3 clusters Score -3676794 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3677135.250000 Penalty: 3440.500244
	Iteration 2Q: 3 clusters Score -3677135 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3677446.500000 Penalty: 3440.500244
	Iteration 3Q: 3 clusters Score -3677446 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3677748.750000 Penalty: 3440.500244
	Iteration 4Q: 3 clusters Score -3677749 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3678154.500000 Penalty: 3440.500244
	Iteration 5Q: 3 clusters Score -3678154 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3678766.750000 Penalty: 3440.500244
	Iteration 6Q: 3 clusters Score -3678767 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3679645.250000 Penalty: 3440.500244
	Iteration 7Q: 3 clusters Score -3679645 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3680937.750000 Penalty: 3440.500244
	Iteration 8F: 3 clusters Score -3680938 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3682753.750000 Penalty: 3440.500244
	Iteration 9F: 3 clusters Score -3682754 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3684824.750000 Penalty: 3440.500244
	Iteration 10F: 3 clusters Score -3684825 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3686787.000000 Penalty: 3440.500244
	Iteration 11F: 3 clusters Score -3686787 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3688160.000000 Penalty: 3440.500244
	Iteration 12Q: 3 clusters Score -3688160 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3689045.000000 Penalty: 3440.500244
	Iteration 13Q: 3 clusters Score -3689045 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3689571.500000 Penalty: 3440.500244
	Iteration 14Q: 3 clusters Score -3689572 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3689926.000000 Penalty: 3440.500244
	Iteration 15Q: 3 clusters Score -3689926 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3690162.000000 Penalty: 3440.500244
	Iteration 16Q: 3 clusters Score -3690162 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3690317.250000 Penalty: 3440.500244
	Iteration 17Q: 3 clusters Score -3690317 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3690492.750000 Penalty: 3440.500244
	Iteration 18Q: 3 clusters Score -3690493 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3690608.000000 Penalty: 3440.500244
	Iteration 19Q: 3 clusters Score -3690608 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3690716.500000 Penalty: 3440.500244
	Iteration 20F: 3 clusters Score -3690716 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3690815.500000 Penalty: 3440.500244
	Iteration 21Q: 3 clusters Score -3690816 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3690934.250000 Penalty: 3440.500244
	Iteration 22Q: 3 clusters Score -3690934 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3691056.500000 Penalty: 3440.500244
	Iteration 23Q: 3 clusters Score -3691056 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3691177.000000 Penalty: 3440.500244
	Iteration 24Q: 3 clusters Score -3691177 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3691259.000000 Penalty: 3440.500244
	Iteration 25Q: 3 clusters Score -3691259 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3691326.500000 Penalty: 3440.500244
	Iteration 26Q: 3 clusters Score -3691326 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3691394.500000 Penalty: 3440.500244
	Iteration 27Q: 3 clusters Score -3691394 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3691445.250000 Penalty: 3440.500244
	Iteration 28Q: 3 clusters Score -3691445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3691497.000000 Penalty: 3440.500244
	Iteration 29Q: 3 clusters Score -3691497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3691525.250000 Penalty: 3440.500244
	Iteration 30Q: 3 clusters Score -3691525 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3691553.500000 Penalty: 3440.500244
	Iteration 31Q: 3 clusters Score -3691554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3691572.000000 Penalty: 3440.500244
	Iteration 32Q: 3 clusters Score -3691572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3691594.250000 Penalty: 3440.500244
	Iteration 33Q: 3 clusters Score -3691594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3691619.750000 Penalty: 3440.500244
	Iteration 34Q: 3 clusters Score -3691620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3691642.250000 Penalty: 3440.500244
	Iteration 35Q: 3 clusters Score -3691642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3691655.250000 Penalty: 3440.500244
	Iteration 36Q: 3 clusters Score -3691655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3691677.500000 Penalty: 3440.500244
	Iteration 37Q: 3 clusters Score -3691678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3691685.750000 Penalty: 3440.500244
	Iteration 38Q: 3 clusters Score -3691686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3691708.250000 Penalty: 3440.500244
	Iteration 39Q: 3 clusters Score -3691708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3691734.750000 Penalty: 3440.500244
	Iteration 40F: 3 clusters Score -3691735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3691742.250000 Penalty: 3440.500244
	Iteration 41Q: 3 clusters Score -3691742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3691752.000000 Penalty: 3440.500244
	Iteration 42Q: 3 clusters Score -3691752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3691751.250000 Penalty: 3440.500244
	Iteration 43Q: 3 clusters Score -3691751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3691759.000000 Penalty: 3440.500244
	Iteration 44Q: 3 clusters Score -3691759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3691767.500000 Penalty: 3440.500244
	Iteration 45Q: 3 clusters Score -3691768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3691767.750000 Penalty: 3440.500244
	Iteration 46Q: 3 clusters Score -3691768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3691778.250000 Penalty: 3440.500244
	Iteration 47Q: 3 clusters Score -3691778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3691783.750000 Penalty: 3440.500244
	Iteration 48Q: 3 clusters Score -3691784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3691779.500000 Penalty: 3440.500244
	Iteration 49Q: 3 clusters Score -3691780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3691782.000000 Penalty: 3440.500244
	Iteration 50Q: 3 clusters Score -3691782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3691785.500000 Penalty: 3440.500244
	Iteration 51Q: 3 clusters Score -3691786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3691783.750000 Penalty: 3440.500244
	Iteration 52Q: 3 clusters Score -3691784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3691782.000000 Penalty: 3440.500244
	Iteration 53Q: 3 clusters Score -3691782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3691783.250000 Penalty: 3440.500244
	Iteration 54Q: 3 clusters Score -3691783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3691781.500000 Penalty: 3440.500244
	Iteration 55Q: 3 clusters Score -3691782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3691781.500000 Penalty: 3440.500244
	Iteration 56Q: 3 clusters Score -3691782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3691783.500000 Penalty: 3440.500244
	Iteration 57Q: 3 clusters Score -3691784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3691784.750000 Penalty: 3440.500244
	Iteration 58Q: 3 clusters Score -3691785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3691785.750000 Penalty: 3440.500244
	Iteration 59Q: 3 clusters Score -3691786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3691788.750000 Penalty: 3440.500244
	Iteration 60F: 3 clusters Score -3691789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3691789.500000 Penalty: 3440.500244
	Iteration 61Q: 3 clusters Score -3691790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3691787.500000 Penalty: 3440.500244
	Iteration 62Q: 3 clusters Score -3691788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3691787.500000 Penalty: 3440.500244
	Iteration 63F: 3 clusters Score -3691788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -191636.578125 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -191636.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -189453.796875 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -189453.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -189884.890625 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -189884.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190017.359375 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -190017.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190084.015625 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -190084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -190113.937500 Penalty: 2483.820312
	Iteration 4Q: 3 clusters Score -190113.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -190130.312500 Penalty: 2483.820312
	Iteration 5Q: 3 clusters Score -190130.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -190145.546875 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -190145.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -190158.281250 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -190158.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -190168.062500 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -190168.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -190176.765625 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -190176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -190182.546875 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -190182.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -190187.906250 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -190187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -190190.406250 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -190190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -190191.328125 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -190191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -190191.546875 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -190191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -190191.734375 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -190191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -190191.734375 Penalty: 2483.820312
	Iteration 16F: 3 clusters Score -190191.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Entering Unmasked Estep 
Score: -1746431.375000 Penalty: 1596.911255
	Iteration 0F: 2 clusters Score -1746431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1733728.500000 Penalty: 3193.822510
	Iteration 0F: 3 clusters Score -1733728 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1738370.500000 Penalty: 3193.822510
	Iteration 1F: 3 clusters Score -1738370 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1738704.250000 Penalty: 3193.822510
	Iteration 2Q: 3 clusters Score -1738704 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1739023.500000 Penalty: 3193.822510
	Iteration 3Q: 3 clusters Score -1739024 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1739343.125000 Penalty: 3193.822510
	Iteration 4Q: 3 clusters Score -1739343 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1739642.750000 Penalty: 3193.822510
	Iteration 5Q: 3 clusters Score -1739643 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1739957.500000 Penalty: 3193.822510
	Iteration 6Q: 3 clusters Score -1739958 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1740308.500000 Penalty: 3193.822510
	Iteration 7Q: 3 clusters Score -1740308 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1740751.250000 Penalty: 3193.822510
	Iteration 8Q: 3 clusters Score -1740751 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1741265.750000 Penalty: 3193.822510
	Iteration 9Q: 3 clusters Score -1741266 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1741860.000000 Penalty: 3193.822510
	Iteration 10Q: 3 clusters Score -1741860 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1742444.625000 Penalty: 3193.822510
	Iteration 11Q: 3 clusters Score -1742445 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1742920.875000 Penalty: 3193.822510
	Iteration 12Q: 3 clusters Score -1742921 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1743227.250000 Penalty: 3193.822510
	Iteration 13Q: 3 clusters Score -1743227 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1743387.125000 Penalty: 3193.822510
	Iteration 14Q: 3 clusters Score -1743387 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1743475.375000 Penalty: 3193.822510
	Iteration 15Q: 3 clusters Score -1743475 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1743532.250000 Penalty: 3193.822510
	Iteration 16Q: 3 clusters Score -1743532 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1743585.000000 Penalty: 3193.822510
	Iteration 17Q: 3 clusters Score -1743585 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1743627.375000 Penalty: 3193.822510
	Iteration 18Q: 3 clusters Score -1743627 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1743662.000000 Penalty: 3193.822510
	Iteration 19Q: 3 clusters Score -1743662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1743684.375000 Penalty: 3193.822510
	Iteration 20F: 3 clusters Score -1743684 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1743717.250000 Penalty: 3193.822510
	Iteration 21Q: 3 clusters Score -1743717 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1743743.125000 Penalty: 3193.822510
	Iteration 22Q: 3 clusters Score -1743743 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1743767.625000 Penalty: 3193.822510
	Iteration 23Q: 3 clusters Score -1743768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1743790.875000 Penalty: 3193.822510
	Iteration 24Q: 3 clusters Score -1743791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1743808.625000 Penalty: 3193.822510
	Iteration 25Q: 3 clusters Score -1743809 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1743835.750000 Penalty: 3193.822510
	Iteration 26Q: 3 clusters Score -1743836 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1743860.000000 Penalty: 3193.822510
	Iteration 27Q: 3 clusters Score -1743860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1743895.250000 Penalty: 3193.822510
	Iteration 28Q: 3 clusters Score -1743895 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1743927.750000 Penalty: 3193.822510
	Iteration 29Q: 3 clusters Score -1743928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1743964.625000 Penalty: 3193.822510
	Iteration 30Q: 3 clusters Score -1743965 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1744006.375000 Penalty: 3193.822510
	Iteration 31Q: 3 clusters Score -1744006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1744061.500000 Penalty: 3193.822510
	Iteration 32Q: 3 clusters Score -1744062 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1744105.500000 Penalty: 3193.822510
	Iteration 33Q: 3 clusters Score -1744106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1744148.000000 Penalty: 3193.822510
	Iteration 34Q: 3 clusters Score -1744148 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1744202.625000 Penalty: 3193.822510
	Iteration 35Q: 3 clusters Score -1744203 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1744252.875000 Penalty: 3193.822510
	Iteration 36Q: 3 clusters Score -1744253 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1744299.875000 Penalty: 3193.822510
	Iteration 37Q: 3 clusters Score -1744300 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1744349.000000 Penalty: 3193.822510
	Iteration 38Q: 3 clusters Score -1744349 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1744396.750000 Penalty: 3193.822510
	Iteration 39Q: 3 clusters Score -1744397 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1744440.000000 Penalty: 3193.822510
	Iteration 40F: 3 clusters Score -1744440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1744484.750000 Penalty: 3193.822510
	Iteration 41Q: 3 clusters Score -1744485 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1744515.750000 Penalty: 3193.822510
	Iteration 42Q: 3 clusters Score -1744516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1744535.750000 Penalty: 3193.822510
	Iteration 43Q: 3 clusters Score -1744536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1744562.125000 Penalty: 3193.822510
	Iteration 44Q: 3 clusters Score -1744562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1744588.125000 Penalty: 3193.822510
	Iteration 45Q: 3 clusters Score -1744588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1744613.500000 Penalty: 3193.822510
	Iteration 46Q: 3 clusters Score -1744614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1744637.000000 Penalty: 3193.822510
	Iteration 47Q: 3 clusters Score -1744637 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1744667.125000 Penalty: 3193.822510
	Iteration 48Q: 3 clusters Score -1744667 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1744693.375000 Penalty: 3193.822510
	Iteration 49Q: 3 clusters Score -1744693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1744724.250000 Penalty: 3193.822510
	Iteration 50Q: 3 clusters Score -1744724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1744744.750000 Penalty: 3193.822510
	Iteration 51Q: 3 clusters Score -1744745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1744771.875000 Penalty: 3193.822510
	Iteration 52Q: 3 clusters Score -1744772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1744792.875000 Penalty: 3193.822510
	Iteration 53Q: 3 clusters Score -1744793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1744820.125000 Penalty: 3193.822510
	Iteration 54Q: 3 clusters Score -1744820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1744837.000000 Penalty: 3193.822510
	Iteration 55Q: 3 clusters Score -1744837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1744862.375000 Penalty: 3193.822510
	Iteration 56Q: 3 clusters Score -1744862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1744889.625000 Penalty: 3193.822510
	Iteration 57Q: 3 clusters Score -1744890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1744904.250000 Penalty: 3193.822510
	Iteration 58Q: 3 clusters Score -1744904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1744914.625000 Penalty: 3193.822510
	Iteration 59Q: 3 clusters Score -1744915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1744928.250000 Penalty: 3193.822510
	Iteration 60F: 3 clusters Score -1744928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1744939.625000 Penalty: 3193.822510
	Iteration 61Q: 3 clusters Score -1744940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1744945.250000 Penalty: 3193.822510
	Iteration 62Q: 3 clusters Score -1744945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1744955.625000 Penalty: 3193.822510
	Iteration 63Q: 3 clusters Score -1744956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1744962.875000 Penalty: 3193.822510
	Iteration 64Q: 3 clusters Score -1744963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1744973.375000 Penalty: 3193.822510
	Iteration 65Q: 3 clusters Score -1744973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1744975.250000 Penalty: 3193.822510
	Iteration 66Q: 3 clusters Score -1744975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1744982.375000 Penalty: 3193.822510
	Iteration 67Q: 3 clusters Score -1744982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1744989.125000 Penalty: 3193.822510
	Iteration 68Q: 3 clusters Score -1744989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1744993.000000 Penalty: 3193.822510
	Iteration 69Q: 3 clusters Score -1744993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1744997.250000 Penalty: 3193.822510
	Iteration 70Q: 3 clusters Score -1744997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1745005.875000 Penalty: 3193.822510
	Iteration 71Q: 3 clusters Score -1745006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1745010.375000 Penalty: 3193.822510
	Iteration 72Q: 3 clusters Score -1745010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1745012.875000 Penalty: 3193.822510
	Iteration 73Q: 3 clusters Score -1745013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1745012.875000 Penalty: 3193.822510
	Iteration 74Q: 3 clusters Score -1745013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1745017.250000 Penalty: 3193.822510
	Iteration 75Q: 3 clusters Score -1745017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1745018.875000 Penalty: 3193.822510
	Iteration 76Q: 3 clusters Score -1745019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1745018.375000 Penalty: 3193.822510
	Iteration 77Q: 3 clusters Score -1745018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1745018.375000 Penalty: 3193.822510
	Iteration 78F: 3 clusters Score -1745018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Entering Unmasked Estep 
Score: -2166912.250000 Penalty: 1632.993164
	Iteration 0F: 2 clusters Score -2166912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2151247.500000 Penalty: 3265.986328
	Iteration 0F: 3 clusters Score -2151248 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2156899.500000 Penalty: 3265.986328
	Iteration 1F: 3 clusters Score -2156900 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2157331.000000 Penalty: 3265.986328
	Iteration 2Q: 3 clusters Score -2157331 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2157869.250000 Penalty: 3265.986328
	Iteration 3Q: 3 clusters Score -2157869 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2158557.500000 Penalty: 3265.986328
	Iteration 4F: 3 clusters Score -2158558 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2159453.500000 Penalty: 3265.986328
	Iteration 5F: 3 clusters Score -2159454 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2160621.750000 Penalty: 3265.986328
	Iteration 6F: 3 clusters Score -2160622 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2162066.250000 Penalty: 3265.986328
	Iteration 7F: 3 clusters Score -2162066 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2163539.750000 Penalty: 3265.986328
	Iteration 8F: 3 clusters Score -2163540 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2164566.250000 Penalty: 3265.986328
	Iteration 9F: 3 clusters Score -2164566 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2165050.500000 Penalty: 3265.986328
	Iteration 10Q: 3 clusters Score -2165050 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2165253.500000 Penalty: 3265.986328
	Iteration 11Q: 3 clusters Score -2165254 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2165370.750000 Penalty: 3265.986328
	Iteration 12Q: 3 clusters Score -2165371 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2165456.000000 Penalty: 3265.986328
	Iteration 13Q: 3 clusters Score -2165456 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2165518.500000 Penalty: 3265.986328
	Iteration 14Q: 3 clusters Score -2165518 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2165578.000000 Penalty: 3265.986328
	Iteration 15Q: 3 clusters Score -2165578 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2165614.500000 Penalty: 3265.986328
	Iteration 16Q: 3 clusters Score -2165614 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2165666.250000 Penalty: 3265.986328
	Iteration 17Q: 3 clusters Score -2165666 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2165704.250000 Penalty: 3265.986328
	Iteration 18Q: 3 clusters Score -2165704 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2165730.750000 Penalty: 3265.986328
	Iteration 19Q: 3 clusters Score -2165731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2165763.750000 Penalty: 3265.986328
	Iteration 20F: 3 clusters Score -2165764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2165789.750000 Penalty: 3265.986328
	Iteration 21Q: 3 clusters Score -2165790 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2165817.250000 Penalty: 3265.986328
	Iteration 22Q: 3 clusters Score -2165817 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2165837.750000 Penalty: 3265.986328
	Iteration 23Q: 3 clusters Score -2165838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2165853.000000 Penalty: 3265.986328
	Iteration 24Q: 3 clusters Score -2165853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2165865.250000 Penalty: 3265.986328
	Iteration 25Q: 3 clusters Score -2165865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2165873.000000 Penalty: 3265.986328
	Iteration 26Q: 3 clusters Score -2165873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2165878.750000 Penalty: 3265.986328
	Iteration 27Q: 3 clusters Score -2165879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2165894.250000 Penalty: 3265.986328
	Iteration 28Q: 3 clusters Score -2165894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2165904.500000 Penalty: 3265.986328
	Iteration 29Q: 3 clusters Score -2165904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2165908.750000 Penalty: 3265.986328
	Iteration 30Q: 3 clusters Score -2165909 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2165921.250000 Penalty: 3265.986328
	Iteration 31Q: 3 clusters Score -2165921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2165935.000000 Penalty: 3265.986328
	Iteration 32Q: 3 clusters Score -2165935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2165957.500000 Penalty: 3265.986328
	Iteration 33Q: 3 clusters Score -2165958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2165973.000000 Penalty: 3265.986328
	Iteration 34Q: 3 clusters Score -2165973 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2165993.000000 Penalty: 3265.986328
	Iteration 35Q: 3 clusters Score -2165993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2165996.250000 Penalty: 3265.986328
	Iteration 36Q: 3 clusters Score -2165996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2166010.500000 Penalty: 3265.986328
	Iteration 37Q: 3 clusters Score -2166010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2166020.250000 Penalty: 3265.986328
	Iteration 38Q: 3 clusters Score -2166020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2166034.500000 Penalty: 3265.986328
	Iteration 39Q: 3 clusters Score -2166034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2166038.750000 Penalty: 3265.986328
	Iteration 40F: 3 clusters Score -2166039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2166050.000000 Penalty: 3265.986328
	Iteration 41Q: 3 clusters Score -2166050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2166061.250000 Penalty: 3265.986328
	Iteration 42Q: 3 clusters Score -2166061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2166067.500000 Penalty: 3265.986328
	Iteration 43Q: 3 clusters Score -2166068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2166071.750000 Penalty: 3265.986328
	Iteration 44Q: 3 clusters Score -2166072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2166083.750000 Penalty: 3265.986328
	Iteration 45Q: 3 clusters Score -2166084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2166088.750000 Penalty: 3265.986328
	Iteration 46Q: 3 clusters Score -2166089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2166092.750000 Penalty: 3265.986328
	Iteration 47Q: 3 clusters Score -2166093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2166105.250000 Penalty: 3265.986328
	Iteration 48Q: 3 clusters Score -2166105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2166110.250000 Penalty: 3265.986328
	Iteration 49Q: 3 clusters Score -2166110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2166110.000000 Penalty: 3265.986328
	Iteration 50Q: 3 clusters Score -2166110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2166113.500000 Penalty: 3265.986328
	Iteration 51Q: 3 clusters Score -2166114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2166115.750000 Penalty: 3265.986328
	Iteration 52Q: 3 clusters Score -2166116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2166122.250000 Penalty: 3265.986328
	Iteration 53Q: 3 clusters Score -2166122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2166125.250000 Penalty: 3265.986328
	Iteration 54Q: 3 clusters Score -2166125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2166123.000000 Penalty: 3265.986328
	Iteration 55Q: 3 clusters Score -2166123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2166127.750000 Penalty: 3265.986328
	Iteration 56Q: 3 clusters Score -2166128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2166128.250000 Penalty: 3265.986328
	Iteration 57Q: 3 clusters Score -2166128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2166131.500000 Penalty: 3265.986328
	Iteration 58Q: 3 clusters Score -2166132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2166133.250000 Penalty: 3265.986328
	Iteration 59Q: 3 clusters Score -2166133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2166131.000000 Penalty: 3265.986328
	Iteration 60F: 3 clusters Score -2166131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2166133.750000 Penalty: 3265.986328
	Iteration 61Q: 3 clusters Score -2166134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2166134.250000 Penalty: 3265.986328
	Iteration 62Q: 3 clusters Score -2166134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2166134.500000 Penalty: 3265.986328
	Iteration 63Q: 3 clusters Score -2166134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2166131.000000 Penalty: 3265.986328
	Iteration 64Q: 3 clusters Score -2166131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2166131.000000 Penalty: 3265.986328
	Iteration 65F: 3 clusters Score -2166131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28066 members 
Mstep: Class 4 contains 325719 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23215 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527464.000000 Penalty: 28115.259766
Iteration 159Q: 14 clusters Score -5.452746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28069 members 
Mstep: Class 4 contains 325719 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 10 contains 23215 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527504.000000 Penalty: 28115.259766
Iteration 160F: 14 clusters Score -5.45275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325720 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 10 contains 23212 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527492.000000 Penalty: 28115.259766
Iteration 161Q: 14 clusters Score -5.452749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325723 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 10 contains 23212 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527472.000000 Penalty: 28115.259766
Iteration 162Q: 14 clusters Score -5.452747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325724 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 10 contains 23213 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527484.000000 Penalty: 28115.259766
Iteration 163Q: 14 clusters Score -5.452748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325725 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 10 contains 23215 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527476.000000 Penalty: 28115.259766
Iteration 164Q: 14 clusters Score -5.452748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325724 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 10 contains 23221 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527464.000000 Penalty: 28115.259766
Iteration 165Q: 14 clusters Score -5.452746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325724 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 10 contains 23231 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527448.000000 Penalty: 28115.259766
Iteration 166Q: 14 clusters Score -5.452745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325724 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1806 members 
Mstep: Class 10 contains 23245 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527432.000000 Penalty: 28115.259766
Iteration 167Q: 14 clusters Score -5.452743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325727 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 10 contains 23257 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527460.000000 Penalty: 28115.259766
Iteration 168Q: 14 clusters Score -5.452746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325732 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 10 contains 23269 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527436.000000 Penalty: 28115.259766
Iteration 169Q: 14 clusters Score -5.452744e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325734 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1804 members 
Mstep: Class 10 contains 23281 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527444.000000 Penalty: 28115.259766
Iteration 170Q: 14 clusters Score -5.452744e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325736 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 10 contains 23290 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527420.000000 Penalty: 28115.259766
Iteration 171Q: 14 clusters Score -5.452742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325742 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 10 contains 23295 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527424.000000 Penalty: 28115.259766
Iteration 172Q: 14 clusters Score -5.452742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325748 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1796 members 
Mstep: Class 10 contains 23307 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527432.000000 Penalty: 28115.259766
Iteration 173Q: 14 clusters Score -5.452743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325756 members 
Mstep: Class 6 contains 21626 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 10 contains 23312 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527400.000000 Penalty: 28115.259766
Iteration 174Q: 14 clusters Score -5.45274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325766 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1796 members 
Mstep: Class 10 contains 23317 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527376.000000 Penalty: 28115.259766
Iteration 175Q: 14 clusters Score -5.452738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325772 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1796 members 
Mstep: Class 10 contains 23323 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527408.000000 Penalty: 28115.259766
Iteration 176Q: 14 clusters Score -5.452741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325775 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 23333 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39585 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527412.000000 Penalty: 28115.259766
Iteration 177Q: 14 clusters Score -5.452741e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325781 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 10 contains 23341 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39586 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527404.000000 Penalty: 28115.259766
Iteration 178Q: 14 clusters Score -5.45274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325784 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 10 contains 23349 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39587 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527416.000000 Penalty: 28115.259766
Iteration 179Q: 14 clusters Score -5.452742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325781 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 10 contains 23360 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39589 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527428.000000 Penalty: 28115.259766
Iteration 180F: 14 clusters Score -5.452743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325784 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 10 contains 23368 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39589 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527408.000000 Penalty: 28115.259766
Iteration 181Q: 14 clusters Score -5.452741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 325788 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 10 contains 23374 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39589 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527404.000000 Penalty: 28115.259766
Iteration 182Q: 14 clusters Score -5.45274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325794 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 10 contains 23382 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39590 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527420.000000 Penalty: 28115.259766
Iteration 183Q: 14 clusters Score -5.452742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325802 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 10 contains 23385 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39590 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527392.000000 Penalty: 28115.259766
Iteration 184Q: 14 clusters Score -5.452739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325808 members 
Mstep: Class 6 contains 21628 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 10 contains 23386 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39590 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527412.000000 Penalty: 28115.259766
Iteration 185Q: 14 clusters Score -5.452741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325813 members 
Mstep: Class 6 contains 21628 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 10 contains 23388 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39590 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527376.000000 Penalty: 28115.259766
Iteration 186Q: 14 clusters Score -5.452738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325815 members 
Mstep: Class 6 contains 21628 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23395 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39590 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527376.000000 Penalty: 28115.259766
Iteration 187Q: 14 clusters Score -5.452738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325819 members 
Mstep: Class 6 contains 21628 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23399 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39590 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527340.000000 Penalty: 28115.259766
Iteration 188Q: 14 clusters Score -5.452734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325821 members 
Mstep: Class 6 contains 21628 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 10 contains 23402 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527356.000000 Penalty: 28115.259766
Iteration 189Q: 14 clusters Score -5.452736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325821 members 
Mstep: Class 6 contains 21629 members 
Mstep: Class 8 contains 1781 members 
Mstep: Class 10 contains 23406 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527336.000000 Penalty: 28115.259766
Iteration 190Q: 14 clusters Score -5.452734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325822 members 
Mstep: Class 6 contains 21631 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 10 contains 23406 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527324.000000 Penalty: 28115.259766
Iteration 191Q: 14 clusters Score -5.452732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325821 members 
Mstep: Class 6 contains 21632 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 10 contains 23408 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527328.000000 Penalty: 28115.259766
Iteration 192Q: 14 clusters Score -5.452733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46532 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325823 members 
Mstep: Class 6 contains 21632 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23408 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527364.000000 Penalty: 28115.259766
Iteration 193Q: 14 clusters Score -5.452736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46533 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325820 members 
Mstep: Class 6 contains 21632 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23407 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527356.000000 Penalty: 28115.259766
Iteration 194Q: 14 clusters Score -5.452736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46534 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325818 members 
Mstep: Class 6 contains 21632 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23406 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527364.000000 Penalty: 28115.259766
Iteration 195Q: 14 clusters Score -5.452736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46535 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325816 members 
Mstep: Class 6 contains 21632 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23405 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527368.000000 Penalty: 28115.259766
Iteration 196Q: 14 clusters Score -5.452737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46535 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325813 members 
Mstep: Class 6 contains 21633 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23404 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527352.000000 Penalty: 28115.259766
Iteration 197Q: 14 clusters Score -5.452735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46537 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 325810 members 
Mstep: Class 6 contains 21634 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23403 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54527332.000000 Penalty: 28115.259766
Iteration 198Q: 14 clusters Score -5.452733e+07 nChanged 5
Entering ConstructFrom: 
Score: -54527332.000000 Penalty: 28115.259766
Entering ConstructFrom: 
Trying to split cluster 1 (6323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Entering Unmasked Estep 
Score: -559722.687500 Penalty: 1422.191772
	Iteration 0F: 2 clusters Score -559722.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -554884.375000 Penalty: 2844.383545
	Iteration 0F: 3 clusters Score -554884.4 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -556308.562500 Penalty: 2844.383545
	Iteration 1F: 3 clusters Score -556308.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -556477.062500 Penalty: 2844.383545
	Iteration 2F: 3 clusters Score -556477.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -556590.812500 Penalty: 2844.383545
	Iteration 3Q: 3 clusters Score -556590.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -556689.000000 Penalty: 2844.383545
	Iteration 4Q: 3 clusters Score -556689 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -556761.875000 Penalty: 2844.383545
	Iteration 5Q: 3 clusters Score -556761.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -556820.062500 Penalty: 2844.383545
	Iteration 6Q: 3 clusters Score -556820.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -556866.687500 Penalty: 2844.383545
	Iteration 7Q: 3 clusters Score -556866.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -556912.750000 Penalty: 2844.383545
	Iteration 8Q: 3 clusters Score -556912.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -556955.500000 Penalty: 2844.383545
	Iteration 9Q: 3 clusters Score -556955.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -557007.812500 Penalty: 2844.383545
	Iteration 10Q: 3 clusters Score -557007.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -557061.937500 Penalty: 2844.383545
	Iteration 11Q: 3 clusters Score -557061.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -557129.937500 Penalty: 2844.383545
	Iteration 12Q: 3 clusters Score -557129.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -557212.875000 Penalty: 2844.383545
	Iteration 13Q: 3 clusters Score -557212.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -557341.875000 Penalty: 2844.383545
	Iteration 14Q: 3 clusters Score -557341.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -557512.750000 Penalty: 2844.383545
	Iteration 15Q: 3 clusters Score -557512.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -557676.250000 Penalty: 2844.383545
	Iteration 16Q: 3 clusters Score -557676.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -557848.250000 Penalty: 2844.383545
	Iteration 17Q: 3 clusters Score -557848.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -558020.562500 Penalty: 2844.383545
	Iteration 18Q: 3 clusters Score -558020.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -558197.312500 Penalty: 2844.383545
	Iteration 19Q: 3 clusters Score -558197.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -558388.750000 Penalty: 2844.383545
	Iteration 20F: 3 clusters Score -558388.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -558543.062500 Penalty: 2844.383545
	Iteration 21Q: 3 clusters Score -558543.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -558657.562500 Penalty: 2844.383545
	Iteration 22Q: 3 clusters Score -558657.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -558726.500000 Penalty: 2844.383545
	Iteration 23Q: 3 clusters Score -558726.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -558761.250000 Penalty: 2844.383545
	Iteration 24Q: 3 clusters Score -558761.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -558778.375000 Penalty: 2844.383545
	Iteration 25Q: 3 clusters Score -558778.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -558787.937500 Penalty: 2844.383545
	Iteration 26Q: 3 clusters Score -558787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -558791.312500 Penalty: 2844.383545
	Iteration 27Q: 3 clusters Score -558791.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -558796.000000 Penalty: 2844.383545
	Iteration 28Q: 3 clusters Score -558796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -558801.375000 Penalty: 2844.383545
	Iteration 29Q: 3 clusters Score -558801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -558804.125000 Penalty: 2844.383545
	Iteration 30Q: 3 clusters Score -558804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -558805.875000 Penalty: 2844.383545
	Iteration 31Q: 3 clusters Score -558805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -558809.562500 Penalty: 2844.383545
	Iteration 32Q: 3 clusters Score -558809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -558812.125000 Penalty: 2844.383545
	Iteration 33Q: 3 clusters Score -558812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -558812.875000 Penalty: 2844.383545
	Iteration 34Q: 3 clusters Score -558812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -558812.937500 Penalty: 2844.383545
	Iteration 35Q: 3 clusters Score -558812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -558812.812500 Penalty: 2844.383545
	Iteration 36Q: 3 clusters Score -558812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -558812.812500 Penalty: 2844.383545
	Iteration 37F: 3 clusters Score -558812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Entering Unmasked Estep 
Score: -4339192.500000 Penalty: 1746.553955
	Iteration 0F: 2 clusters Score -4339192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4308110.500000 Penalty: 3493.107910
	Iteration 0F: 3 clusters Score -4308110 nChanged 21838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4320253.000000 Penalty: 3493.107910
	Iteration 1F: 3 clusters Score -4320253 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4320833.500000 Penalty: 3493.107910
	Iteration 2Q: 3 clusters Score -4320834 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -4321629.500000 Penalty: 3493.107910
	Iteration 3Q: 3 clusters Score -4321630 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4323059.000000 Penalty: 3493.107910
	Iteration 4F: 3 clusters Score -4323059 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4325555.000000 Penalty: 3493.107910
	Iteration 5F: 3 clusters Score -4325555 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4329268.500000 Penalty: 3493.107910
	Iteration 6F: 3 clusters Score -4329268 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -4333278.500000 Penalty: 3493.107910
	Iteration 7F: 3 clusters Score -4333278 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -4335984.000000 Penalty: 3493.107910
	Iteration 8F: 3 clusters Score -4335984 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -4337058.500000 Penalty: 3493.107910
	Iteration 9Q: 3 clusters Score -4337058 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -4337466.000000 Penalty: 3493.107910
	Iteration 10Q: 3 clusters Score -4337466 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -4337602.000000 Penalty: 3493.107910
	Iteration 11Q: 3 clusters Score -4337602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -4337647.000000 Penalty: 3493.107910
	Iteration 12Q: 3 clusters Score -4337647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -4337674.000000 Penalty: 3493.107910
	Iteration 13Q: 3 clusters Score -4337674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -4337698.500000 Penalty: 3493.107910
	Iteration 14Q: 3 clusters Score -4337698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -4337715.500000 Penalty: 3493.107910
	Iteration 15Q: 3 clusters Score -4337716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -4337726.000000 Penalty: 3493.107910
	Iteration 16Q: 3 clusters Score -4337726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -4337738.000000 Penalty: 3493.107910
	Iteration 17Q: 3 clusters Score -4337738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -4337738.000000 Penalty: 3493.107910
	Iteration 18Q: 3 clusters Score -4337738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -4337738.500000 Penalty: 3493.107910
	Iteration 19Q: 3 clusters Score -4337738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -4337738.500000 Penalty: 3493.107910
	Iteration 20F: 3 clusters Score -4337738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Entering Unmasked Estep 
Score: -2638046.500000 Penalty: 1664.410767
	Iteration 0F: 2 clusters Score -2638046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2618971.500000 Penalty: 3328.821533
	Iteration 0F: 3 clusters Score -2618972 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2626134.500000 Penalty: 3328.821533
	Iteration 1F: 3 clusters Score -2626134 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2626534.500000 Penalty: 3328.821533
	Iteration 2Q: 3 clusters Score -2626534 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2627001.500000 Penalty: 3328.821533
	Iteration 3Q: 3 clusters Score -2627002 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2627525.000000 Penalty: 3328.821533
	Iteration 4Q: 3 clusters Score -2627525 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2628170.250000 Penalty: 3328.821533
	Iteration 5Q: 3 clusters Score -2628170 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2628993.250000 Penalty: 3328.821533
	Iteration 6F: 3 clusters Score -2628993 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2630088.750000 Penalty: 3328.821533
	Iteration 7F: 3 clusters Score -2630089 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2631422.250000 Penalty: 3328.821533
	Iteration 8F: 3 clusters Score -2631422 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2632762.250000 Penalty: 3328.821533
	Iteration 9F: 3 clusters Score -2632762 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2633712.250000 Penalty: 3328.821533
	Iteration 10F: 3 clusters Score -2633712 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2634266.000000 Penalty: 3328.821533
	Iteration 11Q: 3 clusters Score -2634266 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2634582.750000 Penalty: 3328.821533
	Iteration 12Q: 3 clusters Score -2634583 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2634819.250000 Penalty: 3328.821533
	Iteration 13Q: 3 clusters Score -2634819 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2634996.250000 Penalty: 3328.821533
	Iteration 14Q: 3 clusters Score -2634996 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2635183.500000 Penalty: 3328.821533
	Iteration 15Q: 3 clusters Score -2635184 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2635336.750000 Penalty: 3328.821533
	Iteration 16Q: 3 clusters Score -2635337 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2635470.500000 Penalty: 3328.821533
	Iteration 17Q: 3 clusters Score -2635470 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2635591.500000 Penalty: 3328.821533
	Iteration 18Q: 3 clusters Score -2635592 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2635711.000000 Penalty: 3328.821533
	Iteration 19Q: 3 clusters Score -2635711 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2635788.750000 Penalty: 3328.821533
	Iteration 20F: 3 clusters Score -2635789 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2635870.000000 Penalty: 3328.821533
	Iteration 21Q: 3 clusters Score -2635870 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2635935.250000 Penalty: 3328.821533
	Iteration 22Q: 3 clusters Score -2635935 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2635992.500000 Penalty: 3328.821533
	Iteration 23Q: 3 clusters Score -2635992 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2636047.250000 Penalty: 3328.821533
	Iteration 24Q: 3 clusters Score -2636047 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2636086.500000 Penalty: 3328.821533
	Iteration 25Q: 3 clusters Score -2636086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2636129.750000 Penalty: 3328.821533
	Iteration 26Q: 3 clusters Score -2636130 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2636180.750000 Penalty: 3328.821533
	Iteration 27Q: 3 clusters Score -2636181 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2636208.500000 Penalty: 3328.821533
	Iteration 28Q: 3 clusters Score -2636208 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2636235.750000 Penalty: 3328.821533
	Iteration 29Q: 3 clusters Score -2636236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2636267.750000 Penalty: 3328.821533
	Iteration 30Q: 3 clusters Score -2636268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2636291.750000 Penalty: 3328.821533
	Iteration 31Q: 3 clusters Score -2636292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2636314.500000 Penalty: 3328.821533
	Iteration 32Q: 3 clusters Score -2636314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2636323.250000 Penalty: 3328.821533
	Iteration 33Q: 3 clusters Score -2636323 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2636343.000000 Penalty: 3328.821533
	Iteration 34Q: 3 clusters Score -2636343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2636353.750000 Penalty: 3328.821533
	Iteration 35Q: 3 clusters Score -2636354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2636384.000000 Penalty: 3328.821533
	Iteration 36Q: 3 clusters Score -2636384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2636408.500000 Penalty: 3328.821533
	Iteration 37Q: 3 clusters Score -2636408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2636430.250000 Penalty: 3328.821533
	Iteration 38Q: 3 clusters Score -2636430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2636446.500000 Penalty: 3328.821533
	Iteration 39Q: 3 clusters Score -2636446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2636460.000000 Penalty: 3328.821533
	Iteration 40F: 3 clusters Score -2636460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2636475.000000 Penalty: 3328.821533
	Iteration 41Q: 3 clusters Score -2636475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2636492.250000 Penalty: 3328.821533
	Iteration 42Q: 3 clusters Score -2636492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2636507.500000 Penalty: 3328.821533
	Iteration 43Q: 3 clusters Score -2636508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2636520.750000 Penalty: 3328.821533
	Iteration 44Q: 3 clusters Score -2636521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2636535.500000 Penalty: 3328.821533
	Iteration 45Q: 3 clusters Score -2636536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2636544.250000 Penalty: 3328.821533
	Iteration 46Q: 3 clusters Score -2636544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2636566.500000 Penalty: 3328.821533
	Iteration 47Q: 3 clusters Score -2636566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2636588.750000 Penalty: 3328.821533
	Iteration 48Q: 3 clusters Score -2636589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2636601.750000 Penalty: 3328.821533
	Iteration 49Q: 3 clusters Score -2636602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2636611.500000 Penalty: 3328.821533
	Iteration 50Q: 3 clusters Score -2636612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2636630.750000 Penalty: 3328.821533
	Iteration 51Q: 3 clusters Score -2636631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2636639.000000 Penalty: 3328.821533
	Iteration 52Q: 3 clusters Score -2636639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2636649.750000 Penalty: 3328.821533
	Iteration 53Q: 3 clusters Score -2636650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2636658.250000 Penalty: 3328.821533
	Iteration 54Q: 3 clusters Score -2636658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2636661.750000 Penalty: 3328.821533
	Iteration 55Q: 3 clusters Score -2636662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2636675.500000 Penalty: 3328.821533
	Iteration 56Q: 3 clusters Score -2636676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2636677.250000 Penalty: 3328.821533
	Iteration 57Q: 3 clusters Score -2636677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2636686.750000 Penalty: 3328.821533
	Iteration 58Q: 3 clusters Score -2636687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2636691.750000 Penalty: 3328.821533
	Iteration 59Q: 3 clusters Score -2636692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2636699.000000 Penalty: 3328.821533
	Iteration 60F: 3 clusters Score -2636699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2636711.000000 Penalty: 3328.821533
	Iteration 61Q: 3 clusters Score -2636711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2636716.750000 Penalty: 3328.821533
	Iteration 62Q: 3 clusters Score -2636717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2636724.000000 Penalty: 3328.821533
	Iteration 63Q: 3 clusters Score -2636724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2636722.250000 Penalty: 3328.821533
	Iteration 64Q: 3 clusters Score -2636722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2636732.000000 Penalty: 3328.821533
	Iteration 65Q: 3 clusters Score -2636732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2636734.750000 Penalty: 3328.821533
	Iteration 66Q: 3 clusters Score -2636735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2636740.250000 Penalty: 3328.821533
	Iteration 67Q: 3 clusters Score -2636740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2636741.250000 Penalty: 3328.821533
	Iteration 68Q: 3 clusters Score -2636741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2636739.250000 Penalty: 3328.821533
	Iteration 69Q: 3 clusters Score -2636739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2636742.500000 Penalty: 3328.821533
	Iteration 70Q: 3 clusters Score -2636742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2636745.000000 Penalty: 3328.821533
	Iteration 71Q: 3 clusters Score -2636745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2636743.750000 Penalty: 3328.821533
	Iteration 72Q: 3 clusters Score -2636744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2636750.000000 Penalty: 3328.821533
	Iteration 73Q: 3 clusters Score -2636750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2636746.250000 Penalty: 3328.821533
	Iteration 74Q: 3 clusters Score -2636746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2636750.750000 Penalty: 3328.821533
	Iteration 75Q: 3 clusters Score -2636751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2636750.250000 Penalty: 3328.821533
	Iteration 76Q: 3 clusters Score -2636750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2636749.750000 Penalty: 3328.821533
	Iteration 77Q: 3 clusters Score -2636750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2636754.250000 Penalty: 3328.821533
	Iteration 78Q: 3 clusters Score -2636754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2636756.750000 Penalty: 3328.821533
	Iteration 79Q: 3 clusters Score -2636757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2636759.500000 Penalty: 3328.821533
	Iteration 80F: 3 clusters Score -2636760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2636756.500000 Penalty: 3328.821533
	Iteration 81Q: 3 clusters Score -2636756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2636756.500000 Penalty: 3328.821533
	Iteration 82F: 3 clusters Score -2636756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (325807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325807 members 
Entering Unmasked Estep 
Score: -29792946.000000 Penalty: 2062.784912
	Iteration 0F: 2 clusters Score -2.979295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -29584440.000000 Penalty: 4125.569824
	Iteration 0F: 3 clusters Score -2.958444e+07 nChanged 158955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167847 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -29678734.000000 Penalty: 4125.569824
	Iteration 1F: 3 clusters Score -2.967873e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171503 members 
Mstep: Class 2 contains 154304 members 
Entering Unmasked Estep 
Score: -29680672.000000 Penalty: 4125.569824
	Iteration 2Q: 3 clusters Score -2.968067e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177269 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -29683954.000000 Penalty: 4125.569824
	Iteration 3Q: 3 clusters Score -2.968395e+07 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186045 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -29689726.000000 Penalty: 4125.569824
	Iteration 4Q: 3 clusters Score -2.968973e+07 nChanged 18128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198897 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -29700784.000000 Penalty: 4125.569824
	Iteration 5F: 3 clusters Score -2.970078e+07 nChanged 23823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216580 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -29719090.000000 Penalty: 4125.569824
	Iteration 6F: 3 clusters Score -2.971909e+07 nChanged 26654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236594 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -29744038.000000 Penalty: 4125.569824
	Iteration 7F: 3 clusters Score -2.974404e+07 nChanged 24030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253918 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -29767712.000000 Penalty: 4125.569824
	Iteration 8F: 3 clusters Score -2.976771e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264962 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -29783702.000000 Penalty: 4125.569824
	Iteration 9F: 3 clusters Score -2.97837e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271720 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -29792374.000000 Penalty: 4125.569824
	Iteration 10Q: 3 clusters Score -2.979237e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276599 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -29797376.000000 Penalty: 4125.569824
	Iteration 11Q: 3 clusters Score -2.979738e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280497 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -29800518.000000 Penalty: 4125.569824
	Iteration 12Q: 3 clusters Score -2.980052e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283548 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -29802708.000000 Penalty: 4125.569824
	Iteration 13Q: 3 clusters Score -2.980271e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285884 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -29803954.000000 Penalty: 4125.569824
	Iteration 14Q: 3 clusters Score -2.980395e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287817 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -29804914.000000 Penalty: 4125.569824
	Iteration 15Q: 3 clusters Score -2.980491e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289433 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -29805336.000000 Penalty: 4125.569824
	Iteration 16Q: 3 clusters Score -2.980534e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290765 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -29805560.000000 Penalty: 4125.569824
	Iteration 17Q: 3 clusters Score -2.980556e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291955 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -29805824.000000 Penalty: 4125.569824
	Iteration 18Q: 3 clusters Score -2.980582e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293001 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -29805892.000000 Penalty: 4125.569824
	Iteration 19Q: 3 clusters Score -2.980589e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293912 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -29805768.000000 Penalty: 4125.569824
	Iteration 20F: 3 clusters Score -2.980577e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294693 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -29805708.000000 Penalty: 4125.569824
	Iteration 21Q: 3 clusters Score -2.980571e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295389 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -29805620.000000 Penalty: 4125.569824
	Iteration 22Q: 3 clusters Score -2.980562e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295978 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -29805560.000000 Penalty: 4125.569824
	Iteration 23Q: 3 clusters Score -2.980556e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296476 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -29805578.000000 Penalty: 4125.569824
	Iteration 24Q: 3 clusters Score -2.980558e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296883 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -29805534.000000 Penalty: 4125.569824
	Iteration 25Q: 3 clusters Score -2.980553e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297209 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -29805570.000000 Penalty: 4125.569824
	Iteration 26Q: 3 clusters Score -2.980557e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297499 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -29805472.000000 Penalty: 4125.569824
	Iteration 27Q: 3 clusters Score -2.980547e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297744 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -29805484.000000 Penalty: 4125.569824
	Iteration 28Q: 3 clusters Score -2.980548e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297958 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -29805450.000000 Penalty: 4125.569824
	Iteration 29Q: 3 clusters Score -2.980545e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298142 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -29805372.000000 Penalty: 4125.569824
	Iteration 30Q: 3 clusters Score -2.980537e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298311 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -29805364.000000 Penalty: 4125.569824
	Iteration 31Q: 3 clusters Score -2.980536e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298446 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -29805310.000000 Penalty: 4125.569824
	Iteration 32Q: 3 clusters Score -2.980531e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298556 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -29805284.000000 Penalty: 4125.569824
	Iteration 33Q: 3 clusters Score -2.980528e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298660 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -29805272.000000 Penalty: 4125.569824
	Iteration 34Q: 3 clusters Score -2.980527e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298757 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -29805228.000000 Penalty: 4125.569824
	Iteration 35Q: 3 clusters Score -2.980523e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298836 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -29805190.000000 Penalty: 4125.569824
	Iteration 36Q: 3 clusters Score -2.980519e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298903 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -29805146.000000 Penalty: 4125.569824
	Iteration 37Q: 3 clusters Score -2.980515e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298981 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -29805130.000000 Penalty: 4125.569824
	Iteration 38Q: 3 clusters Score -2.980513e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299058 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -29805090.000000 Penalty: 4125.569824
	Iteration 39Q: 3 clusters Score -2.980509e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299115 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -29805086.000000 Penalty: 4125.569824
	Iteration 40F: 3 clusters Score -2.980509e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299168 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -29805100.000000 Penalty: 4125.569824
	Iteration 41Q: 3 clusters Score -2.98051e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299207 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -29805086.000000 Penalty: 4125.569824
	Iteration 42Q: 3 clusters Score -2.980509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299241 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -29805080.000000 Penalty: 4125.569824
	Iteration 43Q: 3 clusters Score -2.980508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299278 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -29805070.000000 Penalty: 4125.569824
	Iteration 44Q: 3 clusters Score -2.980507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299320 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -29805076.000000 Penalty: 4125.569824
	Iteration 45Q: 3 clusters Score -2.980508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299356 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -29805082.000000 Penalty: 4125.569824
	Iteration 46Q: 3 clusters Score -2.980508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299392 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -29805098.000000 Penalty: 4125.569824
	Iteration 47Q: 3 clusters Score -2.98051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299429 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -29805076.000000 Penalty: 4125.569824
	Iteration 48Q: 3 clusters Score -2.980508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299454 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -29805066.000000 Penalty: 4125.569824
	Iteration 49Q: 3 clusters Score -2.980507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299476 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -29805060.000000 Penalty: 4125.569824
	Iteration 50Q: 3 clusters Score -2.980506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299495 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -29805036.000000 Penalty: 4125.569824
	Iteration 51Q: 3 clusters Score -2.980504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299509 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -29805058.000000 Penalty: 4125.569824
	Iteration 52Q: 3 clusters Score -2.980506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299520 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -29805040.000000 Penalty: 4125.569824
	Iteration 53Q: 3 clusters Score -2.980504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299525 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -29805026.000000 Penalty: 4125.569824
	Iteration 54Q: 3 clusters Score -2.980503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299533 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -29805038.000000 Penalty: 4125.569824
	Iteration 55Q: 3 clusters Score -2.980504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299542 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -29805046.000000 Penalty: 4125.569824
	Iteration 56Q: 3 clusters Score -2.980505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299549 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -29805054.000000 Penalty: 4125.569824
	Iteration 57Q: 3 clusters Score -2.980505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299558 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -29805034.000000 Penalty: 4125.569824
	Iteration 58Q: 3 clusters Score -2.980503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299570 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -29805044.000000 Penalty: 4125.569824
	Iteration 59Q: 3 clusters Score -2.980504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299580 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -29805022.000000 Penalty: 4125.569824
	Iteration 60F: 3 clusters Score -2.980502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299590 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -29805038.000000 Penalty: 4125.569824
	Iteration 61Q: 3 clusters Score -2.980504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299599 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -29805018.000000 Penalty: 4125.569824
	Iteration 62Q: 3 clusters Score -2.980502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299607 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -29805028.000000 Penalty: 4125.569824
	Iteration 63Q: 3 clusters Score -2.980503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299612 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -29805020.000000 Penalty: 4125.569824
	Iteration 64Q: 3 clusters Score -2.980502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299614 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -29805018.000000 Penalty: 4125.569824
	Iteration 65Q: 3 clusters Score -2.980502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299617 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -29805012.000000 Penalty: 4125.569824
	Iteration 66Q: 3 clusters Score -2.980501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299618 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -29805020.000000 Penalty: 4125.569824
	Iteration 67Q: 3 clusters Score -2.980502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299619 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -29805022.000000 Penalty: 4125.569824
	Iteration 68Q: 3 clusters Score -2.980502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299621 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -29805012.000000 Penalty: 4125.569824
	Iteration 69Q: 3 clusters Score -2.980501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299622 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -29805012.000000 Penalty: 4125.569824
	Iteration 70Q: 3 clusters Score -2.980501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299623 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -29805010.000000 Penalty: 4125.569824
	Iteration 71Q: 3 clusters Score -2.980501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299624 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -29805024.000000 Penalty: 4125.569824
	Iteration 72Q: 3 clusters Score -2.980502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299625 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -29805016.000000 Penalty: 4125.569824
	Iteration 73Q: 3 clusters Score -2.980502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299629 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -29805012.000000 Penalty: 4125.569824
	Iteration 74Q: 3 clusters Score -2.980501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299633 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -29805006.000000 Penalty: 4125.569824
	Iteration 75Q: 3 clusters Score -2.980501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299636 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -29805024.000000 Penalty: 4125.569824
	Iteration 76Q: 3 clusters Score -2.980502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299636 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -29805012.000000 Penalty: 4125.569824
	Iteration 77Q: 3 clusters Score -2.980501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299641 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -29805004.000000 Penalty: 4125.569824
	Iteration 78Q: 3 clusters Score -2.9805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299644 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -29805012.000000 Penalty: 4125.569824
	Iteration 79Q: 3 clusters Score -2.980501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299648 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -29805004.000000 Penalty: 4125.569824
	Iteration 80F: 3 clusters Score -2.9805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299649 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -29805002.000000 Penalty: 4125.569824
	Iteration 81Q: 3 clusters Score -2.9805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299649 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -29805002.000000 Penalty: 4125.569824
	Iteration 82F: 3 clusters Score -2.9805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 299649 members 
Mstep: Class 5 contains 26158 members 
Mstep: Class 6 contains 21634 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 23402 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23151 members 
Entering Unmasked Estep 
Score: -54539548.000000 Penalty: 30277.972656
Splitting cluster 4 changes total score from -54527332.000000 to -54539548.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (21634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Entering Unmasked Estep 
Score: -2016894.000000 Penalty: 1622.078491
	Iteration 0F: 2 clusters Score -2016894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2002074.000000 Penalty: 3244.156982
	Iteration 0F: 3 clusters Score -2002074 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2007656.625000 Penalty: 3244.156982
	Iteration 1F: 3 clusters Score -2007657 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2008326.250000 Penalty: 3244.156982
	Iteration 2F: 3 clusters Score -2008326 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2009307.000000 Penalty: 3244.156982
	Iteration 3F: 3 clusters Score -2009307 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2010524.875000 Penalty: 3244.156982
	Iteration 4F: 3 clusters Score -2010525 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2011988.000000 Penalty: 3244.156982
	Iteration 5F: 3 clusters Score -2011988 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2013484.125000 Penalty: 3244.156982
	Iteration 6F: 3 clusters Score -2013484 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2014686.375000 Penalty: 3244.156982
	Iteration 7F: 3 clusters Score -2014686 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2015252.625000 Penalty: 3244.156982
	Iteration 8Q: 3 clusters Score -2015253 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2015453.500000 Penalty: 3244.156982
	Iteration 9Q: 3 clusters Score -2015454 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2015556.000000 Penalty: 3244.156982
	Iteration 10Q: 3 clusters Score -2015556 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2015612.500000 Penalty: 3244.156982
	Iteration 11Q: 3 clusters Score -2015612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2015641.125000 Penalty: 3244.156982
	Iteration 12Q: 3 clusters Score -2015641 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2015681.625000 Penalty: 3244.156982
	Iteration 13Q: 3 clusters Score -2015682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2015710.875000 Penalty: 3244.156982
	Iteration 14Q: 3 clusters Score -2015711 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2015739.875000 Penalty: 3244.156982
	Iteration 15Q: 3 clusters Score -2015740 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2015766.000000 Penalty: 3244.156982
	Iteration 16Q: 3 clusters Score -2015766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2015783.125000 Penalty: 3244.156982
	Iteration 17Q: 3 clusters Score -2015783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2015795.000000 Penalty: 3244.156982
	Iteration 18Q: 3 clusters Score -2015795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2015805.000000 Penalty: 3244.156982
	Iteration 19Q: 3 clusters Score -2015805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2015822.625000 Penalty: 3244.156982
	Iteration 20F: 3 clusters Score -2015823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2015827.125000 Penalty: 3244.156982
	Iteration 21Q: 3 clusters Score -2015827 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2015836.875000 Penalty: 3244.156982
	Iteration 22Q: 3 clusters Score -2015837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2015849.500000 Penalty: 3244.156982
	Iteration 23Q: 3 clusters Score -2015850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2015858.000000 Penalty: 3244.156982
	Iteration 24Q: 3 clusters Score -2015858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2015871.000000 Penalty: 3244.156982
	Iteration 25Q: 3 clusters Score -2015871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2015882.625000 Penalty: 3244.156982
	Iteration 26Q: 3 clusters Score -2015883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2015895.250000 Penalty: 3244.156982
	Iteration 27Q: 3 clusters Score -2015895 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2015906.750000 Penalty: 3244.156982
	Iteration 28Q: 3 clusters Score -2015907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2015917.750000 Penalty: 3244.156982
	Iteration 29Q: 3 clusters Score -2015918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2015928.125000 Penalty: 3244.156982
	Iteration 30Q: 3 clusters Score -2015928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2015934.250000 Penalty: 3244.156982
	Iteration 31Q: 3 clusters Score -2015934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2015951.375000 Penalty: 3244.156982
	Iteration 32Q: 3 clusters Score -2015951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2015965.625000 Penalty: 3244.156982
	Iteration 33Q: 3 clusters Score -2015966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2015973.750000 Penalty: 3244.156982
	Iteration 34Q: 3 clusters Score -2015974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2015985.250000 Penalty: 3244.156982
	Iteration 35Q: 3 clusters Score -2015985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2015995.125000 Penalty: 3244.156982
	Iteration 36Q: 3 clusters Score -2015995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2015999.000000 Penalty: 3244.156982
	Iteration 37Q: 3 clusters Score -2015999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2016012.875000 Penalty: 3244.156982
	Iteration 38Q: 3 clusters Score -2016013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2016032.625000 Penalty: 3244.156982
	Iteration 39Q: 3 clusters Score -2016033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2016047.000000 Penalty: 3244.156982
	Iteration 40F: 3 clusters Score -2016047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2016064.625000 Penalty: 3244.156982
	Iteration 41Q: 3 clusters Score -2016065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2016065.500000 Penalty: 3244.156982
	Iteration 42Q: 3 clusters Score -2016066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2016069.500000 Penalty: 3244.156982
	Iteration 43Q: 3 clusters Score -2016070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2016070.500000 Penalty: 3244.156982
	Iteration 44Q: 3 clusters Score -2016070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2016074.125000 Penalty: 3244.156982
	Iteration 45Q: 3 clusters Score -2016074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2016077.875000 Penalty: 3244.156982
	Iteration 46Q: 3 clusters Score -2016078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2016081.000000 Penalty: 3244.156982
	Iteration 47Q: 3 clusters Score -2016081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2016086.375000 Penalty: 3244.156982
	Iteration 48Q: 3 clusters Score -2016086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2016087.625000 Penalty: 3244.156982
	Iteration 49Q: 3 clusters Score -2016088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2016091.500000 Penalty: 3244.156982
	Iteration 50Q: 3 clusters Score -2016092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2016099.875000 Penalty: 3244.156982
	Iteration 51Q: 3 clusters Score -2016100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2016100.000000 Penalty: 3244.156982
	Iteration 52Q: 3 clusters Score -2016100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2016103.375000 Penalty: 3244.156982
	Iteration 53Q: 3 clusters Score -2016103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2016100.500000 Penalty: 3244.156982
	Iteration 54Q: 3 clusters Score -2016100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2016102.250000 Penalty: 3244.156982
	Iteration 55Q: 3 clusters Score -2016102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2016101.625000 Penalty: 3244.156982
	Iteration 56Q: 3 clusters Score -2016102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2016101.375000 Penalty: 3244.156982
	Iteration 57Q: 3 clusters Score -2016101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2016106.500000 Penalty: 3244.156982
	Iteration 58Q: 3 clusters Score -2016106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2016106.750000 Penalty: 3244.156982
	Iteration 59Q: 3 clusters Score -2016107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2016105.750000 Penalty: 3244.156982
	Iteration 60F: 3 clusters Score -2016106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2016107.500000 Penalty: 3244.156982
	Iteration 61Q: 3 clusters Score -2016108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2016108.625000 Penalty: 3244.156982
	Iteration 62Q: 3 clusters Score -2016109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2016109.500000 Penalty: 3244.156982
	Iteration 63Q: 3 clusters Score -2016110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2016107.250000 Penalty: 3244.156982
	Iteration 64Q: 3 clusters Score -2016107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2016109.625000 Penalty: 3244.156982
	Iteration 65Q: 3 clusters Score -2016110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2016112.500000 Penalty: 3244.156982
	Iteration 66Q: 3 clusters Score -2016112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2016111.375000 Penalty: 3244.156982
	Iteration 67Q: 3 clusters Score -2016111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2016113.375000 Penalty: 3244.156982
	Iteration 68Q: 3 clusters Score -2016113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2016114.500000 Penalty: 3244.156982
	Iteration 69Q: 3 clusters Score -2016114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2016119.000000 Penalty: 3244.156982
	Iteration 70Q: 3 clusters Score -2016119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2016118.625000 Penalty: 3244.156982
	Iteration 71Q: 3 clusters Score -2016119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2016120.375000 Penalty: 3244.156982
	Iteration 72Q: 3 clusters Score -2016120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2016120.500000 Penalty: 3244.156982
	Iteration 73Q: 3 clusters Score -2016120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2016119.125000 Penalty: 3244.156982
	Iteration 74Q: 3 clusters Score -2016119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2016121.375000 Penalty: 3244.156982
	Iteration 75Q: 3 clusters Score -2016121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2016121.375000 Penalty: 3244.156982
	Iteration 76F: 3 clusters Score -2016121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -144003.156250 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -144003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -142105.578125 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -142105.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -142611.093750 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -142611.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -142805.921875 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -142805.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -142968.734375 Penalty: 2432.967041
	Iteration 3F: 3 clusters Score -142968.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -143145.015625 Penalty: 2432.967041
	Iteration 4F: 3 clusters Score -143145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -143345.796875 Penalty: 2432.967041
	Iteration 5F: 3 clusters Score -143345.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -143629.390625 Penalty: 2432.967041
	Iteration 6F: 3 clusters Score -143629.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -143898.546875 Penalty: 2432.967041
	Iteration 7F: 3 clusters Score -143898.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -144082.656250 Penalty: 2432.967041
	Iteration 8F: 3 clusters Score -144082.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -144250.953125 Penalty: 2432.967041
	Iteration 9F: 3 clusters Score -144251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -144318.406250 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -144318.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -144328.984375 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -144329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144333.515625 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -144333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -144337.500000 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -144337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -144342.125000 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -144342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -144343.156250 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -144343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -144343.343750 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -144343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -144344.593750 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -144344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -144346.828125 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -144346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -144348.500000 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -144348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -144349.234375 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -144349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144350.656250 Penalty: 2432.967041
	Iteration 21Q: 3 clusters Score -144350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144351.468750 Penalty: 2432.967041
	Iteration 22Q: 3 clusters Score -144351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144351.468750 Penalty: 2432.967041
	Iteration 23F: 3 clusters Score -144351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 299649 members 
Mstep: Class 5 contains 26158 members 
Mstep: Class 6 contains 21634 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 10 contains 23402 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23151 members 
Entering Unmasked Estep 
Score: -54539000.000000 Penalty: 32440.685547
Splitting cluster 8 changes total score from -54527332.000000 to -54539000.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (23402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Entering Unmasked Estep 
Score: -2114247.250000 Penalty: 1634.843628
	Iteration 0F: 2 clusters Score -2114247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2098321.500000 Penalty: 3269.687256
	Iteration 0F: 3 clusters Score -2098322 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2104153.750000 Penalty: 3269.687256
	Iteration 1F: 3 clusters Score -2104154 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2104436.500000 Penalty: 3269.687256
	Iteration 2Q: 3 clusters Score -2104436 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2104664.000000 Penalty: 3269.687256
	Iteration 3Q: 3 clusters Score -2104664 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2104874.500000 Penalty: 3269.687256
	Iteration 4Q: 3 clusters Score -2104874 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2105045.000000 Penalty: 3269.687256
	Iteration 5Q: 3 clusters Score -2105045 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2105204.750000 Penalty: 3269.687256
	Iteration 6Q: 3 clusters Score -2105205 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2105336.750000 Penalty: 3269.687256
	Iteration 7Q: 3 clusters Score -2105337 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2105465.000000 Penalty: 3269.687256
	Iteration 8Q: 3 clusters Score -2105465 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2105587.500000 Penalty: 3269.687256
	Iteration 9Q: 3 clusters Score -2105588 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2105755.500000 Penalty: 3269.687256
	Iteration 10Q: 3 clusters Score -2105756 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2106006.500000 Penalty: 3269.687256
	Iteration 11Q: 3 clusters Score -2106006 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2106383.750000 Penalty: 3269.687256
	Iteration 12Q: 3 clusters Score -2106384 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2106917.500000 Penalty: 3269.687256
	Iteration 13Q: 3 clusters Score -2106918 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2107692.250000 Penalty: 3269.687256
	Iteration 14F: 3 clusters Score -2107692 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2108688.500000 Penalty: 3269.687256
	Iteration 15F: 3 clusters Score -2108688 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2109759.500000 Penalty: 3269.687256
	Iteration 16F: 3 clusters Score -2109760 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2110696.250000 Penalty: 3269.687256
	Iteration 17Q: 3 clusters Score -2110696 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2111427.500000 Penalty: 3269.687256
	Iteration 18Q: 3 clusters Score -2111428 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2111980.500000 Penalty: 3269.687256
	Iteration 19Q: 3 clusters Score -2111980 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2112353.000000 Penalty: 3269.687256
	Iteration 20F: 3 clusters Score -2112353 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2112534.750000 Penalty: 3269.687256
	Iteration 21Q: 3 clusters Score -2112535 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2112650.000000 Penalty: 3269.687256
	Iteration 22Q: 3 clusters Score -2112650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2112720.500000 Penalty: 3269.687256
	Iteration 23Q: 3 clusters Score -2112720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2112757.750000 Penalty: 3269.687256
	Iteration 24Q: 3 clusters Score -2112758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2112776.750000 Penalty: 3269.687256
	Iteration 25Q: 3 clusters Score -2112777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2112781.250000 Penalty: 3269.687256
	Iteration 26Q: 3 clusters Score -2112781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2112787.750000 Penalty: 3269.687256
	Iteration 27Q: 3 clusters Score -2112788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2112788.750000 Penalty: 3269.687256
	Iteration 28Q: 3 clusters Score -2112789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2112793.000000 Penalty: 3269.687256
	Iteration 29Q: 3 clusters Score -2112793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2112794.000000 Penalty: 3269.687256
	Iteration 30Q: 3 clusters Score -2112794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2112797.750000 Penalty: 3269.687256
	Iteration 31Q: 3 clusters Score -2112798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2112799.250000 Penalty: 3269.687256
	Iteration 32Q: 3 clusters Score -2112799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2112799.250000 Penalty: 3269.687256
	Iteration 33F: 3 clusters Score -2112799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -226494.359375 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -226494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224141.078125 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -224141.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -224639.984375 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -224640 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -224760.203125 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -224760.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -224816.203125 Penalty: 2529.141357
	Iteration 3Q: 3 clusters Score -224816.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -224858.437500 Penalty: 2529.141357
	Iteration 4Q: 3 clusters Score -224858.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -224884.203125 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -224884.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -224900.562500 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -224900.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -224913.578125 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -224913.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -224924.250000 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -224924.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -224930.828125 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -224930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -224936.531250 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -224936.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -224938.734375 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -224938.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -224941.000000 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -224941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -224945.593750 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -224945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -224949.609375 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -224949.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -224953.875000 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -224953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -224958.187500 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -224958.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -224962.906250 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -224962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -224967.218750 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -224967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -224971.859375 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -224971.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -224977.703125 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -224977.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -224983.328125 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -224983.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -224988.781250 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -224988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -224992.203125 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -224992.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -224996.078125 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -224996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -224999.875000 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -224999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -225001.546875 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -225001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -225002.718750 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -225002.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -225004.343750 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -225004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -225005.937500 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -225005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -225007.218750 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -225007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -225008.078125 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -225008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -225009.218750 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -225009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -225010.109375 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -225010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -225010.109375 Penalty: 2529.141357
	Iteration 34F: 3 clusters Score -225010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Entering Unmasked Estep 
Score: -5911163.500000 Penalty: 1796.487549
	Iteration 0F: 2 clusters Score -5911164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -5868791.000000 Penalty: 3592.975098
	Iteration 0F: 3 clusters Score -5868791 nChanged 30024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -5885826.500000 Penalty: 3592.975098
	Iteration 1F: 3 clusters Score -5885826 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -5886491.500000 Penalty: 3592.975098
	Iteration 2Q: 3 clusters Score -5886492 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -5887422.000000 Penalty: 3592.975098
	Iteration 3Q: 3 clusters Score -5887422 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -5888646.000000 Penalty: 3592.975098
	Iteration 4Q: 3 clusters Score -5888646 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -5890247.000000 Penalty: 3592.975098
	Iteration 5Q: 3 clusters Score -5890247 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -5892410.500000 Penalty: 3592.975098
	Iteration 6F: 3 clusters Score -5892410 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -5895102.000000 Penalty: 3592.975098
	Iteration 7F: 3 clusters Score -5895102 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5897791.000000 Penalty: 3592.975098
	Iteration 8F: 3 clusters Score -5897791 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5899790.500000 Penalty: 3592.975098
	Iteration 9F: 3 clusters Score -5899790 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -5900803.000000 Penalty: 3592.975098
	Iteration 10Q: 3 clusters Score -5900803 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -5901292.500000 Penalty: 3592.975098
	Iteration 11Q: 3 clusters Score -5901292 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -5901582.500000 Penalty: 3592.975098
	Iteration 12Q: 3 clusters Score -5901582 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -5901772.500000 Penalty: 3592.975098
	Iteration 13Q: 3 clusters Score -5901772 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -5901957.500000 Penalty: 3592.975098
	Iteration 14Q: 3 clusters Score -5901958 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5902137.000000 Penalty: 3592.975098
	Iteration 15Q: 3 clusters Score -5902137 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -5902298.500000 Penalty: 3592.975098
	Iteration 16Q: 3 clusters Score -5902298 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5902458.500000 Penalty: 3592.975098
	Iteration 17Q: 3 clusters Score -5902458 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -5902625.000000 Penalty: 3592.975098
	Iteration 18Q: 3 clusters Score -5902625 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -5902774.000000 Penalty: 3592.975098
	Iteration 19Q: 3 clusters Score -5902774 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -5902913.000000 Penalty: 3592.975098
	Iteration 20F: 3 clusters Score -5902913 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5903024.500000 Penalty: 3592.975098
	Iteration 21Q: 3 clusters Score -5903024 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -5903117.500000 Penalty: 3592.975098
	Iteration 22Q: 3 clusters Score -5903118 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -5903217.000000 Penalty: 3592.975098
	Iteration 23Q: 3 clusters Score -5903217 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5903305.000000 Penalty: 3592.975098
	Iteration 24Q: 3 clusters Score -5903305 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -5903400.500000 Penalty: 3592.975098
	Iteration 25Q: 3 clusters Score -5903400 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -5903465.000000 Penalty: 3592.975098
	Iteration 26Q: 3 clusters Score -5903465 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -5903528.500000 Penalty: 3592.975098
	Iteration 27Q: 3 clusters Score -5903528 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -5903595.000000 Penalty: 3592.975098
	Iteration 28Q: 3 clusters Score -5903595 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5903661.500000 Penalty: 3592.975098
	Iteration 29Q: 3 clusters Score -5903662 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5903727.000000 Penalty: 3592.975098
	Iteration 30Q: 3 clusters Score -5903727 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -5903802.000000 Penalty: 3592.975098
	Iteration 31Q: 3 clusters Score -5903802 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -5903867.000000 Penalty: 3592.975098
	Iteration 32Q: 3 clusters Score -5903867 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -5903876.000000 Penalty: 3592.975098
	Iteration 33Q: 3 clusters Score -5903876 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -5903935.000000 Penalty: 3592.975098
	Iteration 34Q: 3 clusters Score -5903935 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -5903996.500000 Penalty: 3592.975098
	Iteration 35Q: 3 clusters Score -5903996 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -5904036.000000 Penalty: 3592.975098
	Iteration 36Q: 3 clusters Score -5904036 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -5904074.000000 Penalty: 3592.975098
	Iteration 37Q: 3 clusters Score -5904074 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -5904093.500000 Penalty: 3592.975098
	Iteration 38Q: 3 clusters Score -5904094 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5904112 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5904159 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5904198 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5904267 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5904325 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5904368 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5904426 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5904482 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5904576 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5904628 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5904744 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5904852 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5904982 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5905053.500000 Penalty: 3592.975098
	Iteration 52Q: 3 clusters Score -5905054 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5905164 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5905301 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5905436 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5905577 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5905726 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5905857 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5906015 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5906170 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5906334 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5906452 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5906592 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5906673 nChanged 520
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5906797 nChanged 535
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5906908 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5907002 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5907082 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5907204 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5907318 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5907433 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5907548 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5907648 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5907774 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5907847 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5907964 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5908102 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5908227 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5908331 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5908447 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5908545 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5908614 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5908718 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5908792 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5908874 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5908893 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5908942 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5908990 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5909016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5909057 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5909100 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5909142 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5909208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5909248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5909258 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5909288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -5909321.500000 Penalty: 3592.975098
	Iteration 97Q: 3 clusters Score -5909322 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5909378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5909402 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -5909431.500000 Penalty: 3592.975098
	Iteration 100F: 3 clusters Score -5909432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -5909462.500000 Penalty: 3592.975098
	Iteration 101Q: 3 clusters Score -5909462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5909498 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5909510 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5909535 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5909548 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5909556 nChanged 83
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Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5909582 nChanged 80
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Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5909615 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5909633 nChanged 76
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Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5909650 nChanged 75
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Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5909666 nChanged 76
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Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5909684 nChanged 58
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Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5909700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -5909702.000000 Penalty: 3592.975098
	Iteration 114Q: 3 clusters Score -5909702 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5909704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5909721 nChanged 60
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Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5909733 nChanged 57
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Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5909741 nChanged 51
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Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5909743 nChanged 45
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Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5909759 nChanged 49
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Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5909760 nChanged 32
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Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5909772 nChanged 28
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Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5909779 nChanged 24
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Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5909786 nChanged 20
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Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5909792 nChanged 16
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Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5909800 nChanged 12
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5909804 nChanged 17
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Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5909811 nChanged 16
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Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5909811 nChanged 20
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Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5909810 nChanged 16
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5909816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -5909813.000000 Penalty: 3592.975098
	Iteration 132Q: 3 clusters Score -5909813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -5909822.500000 Penalty: 3592.975098
	Iteration 133Q: 3 clusters Score -5909822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -5909824.000000 Penalty: 3592.975098
	Iteration 134Q: 3 clusters Score -5909824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -5909831.500000 Penalty: 3592.975098
	Iteration 135Q: 3 clusters Score -5909832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -5909842.500000 Penalty: 3592.975098
	Iteration 136Q: 3 clusters Score -5909842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -5909848.500000 Penalty: 3592.975098
	Iteration 137Q: 3 clusters Score -5909848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -5909846.000000 Penalty: 3592.975098
	Iteration 138Q: 3 clusters Score -5909846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -5909853.000000 Penalty: 3592.975098
	Iteration 139Q: 3 clusters Score -5909853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -5909846.000000 Penalty: 3592.975098
	Iteration 140F: 3 clusters Score -5909846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -5909845.000000 Penalty: 3592.975098
	Iteration 141Q: 3 clusters Score -5909845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -5909845.000000 Penalty: 3592.975098
	Iteration 142Q: 3 clusters Score -5909845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -5909845.000000 Penalty: 3592.975098
	Iteration 143F: 3 clusters Score -5909845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Entering Unmasked Estep 
Score: -3693889.250000 Penalty: 1720.283081
	Iteration 0F: 2 clusters Score -3693889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3667330.500000 Penalty: 3440.566162
	Iteration 0F: 3 clusters Score -3667330 nChanged 18519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3677732.250000 Penalty: 3440.566162
	Iteration 1F: 3 clusters Score -3677732 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3678081.250000 Penalty: 3440.566162
	Iteration 2Q: 3 clusters Score -3678081 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3678504.000000 Penalty: 3440.566162
	Iteration 3Q: 3 clusters Score -3678504 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3678979.500000 Penalty: 3440.566162
	Iteration 4Q: 3 clusters Score -3678980 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3679676.250000 Penalty: 3440.566162
	Iteration 5Q: 3 clusters Score -3679676 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3680760.250000 Penalty: 3440.566162
	Iteration 6F: 3 clusters Score -3680760 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3682441.000000 Penalty: 3440.566162
	Iteration 7F: 3 clusters Score -3682441 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3684809.250000 Penalty: 3440.566162
	Iteration 8F: 3 clusters Score -3684809 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -3687605.000000 Penalty: 3440.566162
	Iteration 9F: 3 clusters Score -3687605 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -3690044.750000 Penalty: 3440.566162
	Iteration 10F: 3 clusters Score -3690045 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -3691492.500000 Penalty: 3440.566162
	Iteration 11Q: 3 clusters Score -3691492 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -3692088.250000 Penalty: 3440.566162
	Iteration 12Q: 3 clusters Score -3692088 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -3692265.500000 Penalty: 3440.566162
	Iteration 13Q: 3 clusters Score -3692266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -3692367.750000 Penalty: 3440.566162
	Iteration 14Q: 3 clusters Score -3692368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -3692414.250000 Penalty: 3440.566162
	Iteration 15Q: 3 clusters Score -3692414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -3692435.250000 Penalty: 3440.566162
	Iteration 16Q: 3 clusters Score -3692435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -3692448.250000 Penalty: 3440.566162
	Iteration 17Q: 3 clusters Score -3692448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -3692459.250000 Penalty: 3440.566162
	Iteration 18Q: 3 clusters Score -3692459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -3692466.000000 Penalty: 3440.566162
	Iteration 19Q: 3 clusters Score -3692466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3692466.750000 Penalty: 3440.566162
	Iteration 20F: 3 clusters Score -3692467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -3692469.000000 Penalty: 3440.566162
	Iteration 21Q: 3 clusters Score -3692469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -3692470.250000 Penalty: 3440.566162
	Iteration 22Q: 3 clusters Score -3692470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -3692475.000000 Penalty: 3440.566162
	Iteration 23Q: 3 clusters Score -3692475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -3692478.000000 Penalty: 3440.566162
	Iteration 24Q: 3 clusters Score -3692478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -3692481.750000 Penalty: 3440.566162
	Iteration 25Q: 3 clusters Score -3692482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -3692480.250000 Penalty: 3440.566162
	Iteration 26Q: 3 clusters Score -3692480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -3692480.250000 Penalty: 3440.566162
	Iteration 27F: 3 clusters Score -3692480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -191556.171875 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -191556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -189392.046875 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -189392 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -189845.953125 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -189846 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -189951.515625 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -189951.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -190022.390625 Penalty: 2483.664551
	Iteration 3Q: 3 clusters Score -190022.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190076.218750 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -190076.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -190111.781250 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -190111.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -190131.890625 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -190131.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -190145.468750 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -190145.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -190155.453125 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -190155.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -190165.515625 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -190165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190173.171875 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -190173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -190178.890625 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -190178.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190181.781250 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -190181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190185.937500 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -190185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -190188.843750 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -190188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -190190.781250 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -190190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -190192.015625 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -190192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -190194.281250 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -190194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -190195.812500 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -190195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -190198.296875 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -190198.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190201.890625 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -190201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -190203.875000 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -190203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -190205.234375 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -190205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -190208.015625 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -190208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190210.156250 Penalty: 2483.664551
	Iteration 24Q: 3 clusters Score -190210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190210.500000 Penalty: 2483.664551
	Iteration 25Q: 3 clusters Score -190210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -190211.093750 Penalty: 2483.664551
	Iteration 26Q: 3 clusters Score -190211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190210.968750 Penalty: 2483.664551
	Iteration 27Q: 3 clusters Score -190211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190210.968750 Penalty: 2483.664551
	Iteration 28F: 3 clusters Score -190211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Entering Unmasked Estep 
Score: -1746431.375000 Penalty: 1596.911255
	Iteration 0F: 2 clusters Score -1746431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1733762.125000 Penalty: 3193.822510
	Iteration 0F: 3 clusters Score -1733762 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1738257.000000 Penalty: 3193.822510
	Iteration 1F: 3 clusters Score -1738257 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1738581.250000 Penalty: 3193.822510
	Iteration 2Q: 3 clusters Score -1738581 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1738922.500000 Penalty: 3193.822510
	Iteration 3Q: 3 clusters Score -1738922 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1739304.250000 Penalty: 3193.822510
	Iteration 4Q: 3 clusters Score -1739304 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1739767.125000 Penalty: 3193.822510
	Iteration 5Q: 3 clusters Score -1739767 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1740305.250000 Penalty: 3193.822510
	Iteration 6Q: 3 clusters Score -1740305 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1740875.875000 Penalty: 3193.822510
	Iteration 7Q: 3 clusters Score -1740876 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1741472.750000 Penalty: 3193.822510
	Iteration 8Q: 3 clusters Score -1741473 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1742015.250000 Penalty: 3193.822510
	Iteration 9Q: 3 clusters Score -1742015 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1742501.875000 Penalty: 3193.822510
	Iteration 10Q: 3 clusters Score -1742502 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1742912.000000 Penalty: 3193.822510
	Iteration 11Q: 3 clusters Score -1742912 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1743199.500000 Penalty: 3193.822510
	Iteration 12Q: 3 clusters Score -1743200 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1743346.750000 Penalty: 3193.822510
	Iteration 13Q: 3 clusters Score -1743347 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1743435.500000 Penalty: 3193.822510
	Iteration 14Q: 3 clusters Score -1743436 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1743496.125000 Penalty: 3193.822510
	Iteration 15Q: 3 clusters Score -1743496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1743539.125000 Penalty: 3193.822510
	Iteration 16Q: 3 clusters Score -1743539 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1743570.250000 Penalty: 3193.822510
	Iteration 17Q: 3 clusters Score -1743570 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1743608.750000 Penalty: 3193.822510
	Iteration 18Q: 3 clusters Score -1743609 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1743636.375000 Penalty: 3193.822510
	Iteration 19Q: 3 clusters Score -1743636 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1743662.000000 Penalty: 3193.822510
	Iteration 20F: 3 clusters Score -1743662 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1743685.750000 Penalty: 3193.822510
	Iteration 21Q: 3 clusters Score -1743686 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1743716.500000 Penalty: 3193.822510
	Iteration 22Q: 3 clusters Score -1743716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1743748.250000 Penalty: 3193.822510
	Iteration 23Q: 3 clusters Score -1743748 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1743772.500000 Penalty: 3193.822510
	Iteration 24Q: 3 clusters Score -1743772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1743799.500000 Penalty: 3193.822510
	Iteration 25Q: 3 clusters Score -1743800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1743818.750000 Penalty: 3193.822510
	Iteration 26Q: 3 clusters Score -1743819 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1743838.250000 Penalty: 3193.822510
	Iteration 27Q: 3 clusters Score -1743838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1743863.750000 Penalty: 3193.822510
	Iteration 28Q: 3 clusters Score -1743864 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1743884.375000 Penalty: 3193.822510
	Iteration 29Q: 3 clusters Score -1743884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1743897.375000 Penalty: 3193.822510
	Iteration 30Q: 3 clusters Score -1743897 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1743910.625000 Penalty: 3193.822510
	Iteration 31Q: 3 clusters Score -1743911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1743926.750000 Penalty: 3193.822510
	Iteration 32Q: 3 clusters Score -1743927 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1743930.000000 Penalty: 3193.822510
	Iteration 33Q: 3 clusters Score -1743930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1743942.875000 Penalty: 3193.822510
	Iteration 34Q: 3 clusters Score -1743943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1743945.500000 Penalty: 3193.822510
	Iteration 35Q: 3 clusters Score -1743946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1743956.250000 Penalty: 3193.822510
	Iteration 36Q: 3 clusters Score -1743956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1743964.500000 Penalty: 3193.822510
	Iteration 37Q: 3 clusters Score -1743964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1743972.250000 Penalty: 3193.822510
	Iteration 38Q: 3 clusters Score -1743972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1743981.125000 Penalty: 3193.822510
	Iteration 39Q: 3 clusters Score -1743981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1743994.000000 Penalty: 3193.822510
	Iteration 40F: 3 clusters Score -1743994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1744012.250000 Penalty: 3193.822510
	Iteration 41Q: 3 clusters Score -1744012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1744020.125000 Penalty: 3193.822510
	Iteration 42Q: 3 clusters Score -1744020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1744024.375000 Penalty: 3193.822510
	Iteration 43Q: 3 clusters Score -1744024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1744030.250000 Penalty: 3193.822510
	Iteration 44Q: 3 clusters Score -1744030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1744041.500000 Penalty: 3193.822510
	Iteration 45Q: 3 clusters Score -1744042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1744056.875000 Penalty: 3193.822510
	Iteration 46Q: 3 clusters Score -1744057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1744064.250000 Penalty: 3193.822510
	Iteration 47Q: 3 clusters Score -1744064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1744074.750000 Penalty: 3193.822510
	Iteration 48Q: 3 clusters Score -1744075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1744086.250000 Penalty: 3193.822510
	Iteration 49Q: 3 clusters Score -1744086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1744103.750000 Penalty: 3193.822510
	Iteration 50Q: 3 clusters Score -1744104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1744118.625000 Penalty: 3193.822510
	Iteration 51Q: 3 clusters Score -1744119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1744133.125000 Penalty: 3193.822510
	Iteration 52Q: 3 clusters Score -1744133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1744142.125000 Penalty: 3193.822510
	Iteration 53Q: 3 clusters Score -1744142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1744158.500000 Penalty: 3193.822510
	Iteration 54Q: 3 clusters Score -1744158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1744176.625000 Penalty: 3193.822510
	Iteration 55Q: 3 clusters Score -1744177 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1744198.750000 Penalty: 3193.822510
	Iteration 56Q: 3 clusters Score -1744199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1744215.125000 Penalty: 3193.822510
	Iteration 57Q: 3 clusters Score -1744215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1744227.625000 Penalty: 3193.822510
	Iteration 58Q: 3 clusters Score -1744228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1744259.750000 Penalty: 3193.822510
	Iteration 59Q: 3 clusters Score -1744260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1744275.375000 Penalty: 3193.822510
	Iteration 60F: 3 clusters Score -1744275 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1744305.750000 Penalty: 3193.822510
	Iteration 61Q: 3 clusters Score -1744306 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1744330.250000 Penalty: 3193.822510
	Iteration 62Q: 3 clusters Score -1744330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1744367.750000 Penalty: 3193.822510
	Iteration 63Q: 3 clusters Score -1744368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1744406.125000 Penalty: 3193.822510
	Iteration 64Q: 3 clusters Score -1744406 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1744446.750000 Penalty: 3193.822510
	Iteration 65Q: 3 clusters Score -1744447 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1744495.375000 Penalty: 3193.822510
	Iteration 66Q: 3 clusters Score -1744495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1744527.875000 Penalty: 3193.822510
	Iteration 67Q: 3 clusters Score -1744528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1744562.750000 Penalty: 3193.822510
	Iteration 68Q: 3 clusters Score -1744563 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1744622.750000 Penalty: 3193.822510
	Iteration 69Q: 3 clusters Score -1744623 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1744677.250000 Penalty: 3193.822510
	Iteration 70Q: 3 clusters Score -1744677 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1744729.625000 Penalty: 3193.822510
	Iteration 71Q: 3 clusters Score -1744730 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1744779.125000 Penalty: 3193.822510
	Iteration 72Q: 3 clusters Score -1744779 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1744816.375000 Penalty: 3193.822510
	Iteration 73Q: 3 clusters Score -1744816 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1744855.000000 Penalty: 3193.822510
	Iteration 74Q: 3 clusters Score -1744855 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1744883.625000 Penalty: 3193.822510
	Iteration 75Q: 3 clusters Score -1744884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1744912.250000 Penalty: 3193.822510
	Iteration 76Q: 3 clusters Score -1744912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1744935.250000 Penalty: 3193.822510
	Iteration 77Q: 3 clusters Score -1744935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1744951.125000 Penalty: 3193.822510
	Iteration 78Q: 3 clusters Score -1744951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1744963.250000 Penalty: 3193.822510
	Iteration 79Q: 3 clusters Score -1744963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1744970.250000 Penalty: 3193.822510
	Iteration 80F: 3 clusters Score -1744970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1744978.500000 Penalty: 3193.822510
	Iteration 81Q: 3 clusters Score -1744978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1744990.125000 Penalty: 3193.822510
	Iteration 82Q: 3 clusters Score -1744990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1744998.625000 Penalty: 3193.822510
	Iteration 83Q: 3 clusters Score -1744999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1745002.125000 Penalty: 3193.822510
	Iteration 84Q: 3 clusters Score -1745002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1745008.625000 Penalty: 3193.822510
	Iteration 85Q: 3 clusters Score -1745009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1745014.750000 Penalty: 3193.822510
	Iteration 86Q: 3 clusters Score -1745015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1745022.750000 Penalty: 3193.822510
	Iteration 87Q: 3 clusters Score -1745023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1745023.625000 Penalty: 3193.822510
	Iteration 88Q: 3 clusters Score -1745024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1745030.500000 Penalty: 3193.822510
	Iteration 89Q: 3 clusters Score -1745030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1745034.750000 Penalty: 3193.822510
	Iteration 90Q: 3 clusters Score -1745035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1745034.875000 Penalty: 3193.822510
	Iteration 91Q: 3 clusters Score -1745035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1745037.125000 Penalty: 3193.822510
	Iteration 92Q: 3 clusters Score -1745037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1745040.125000 Penalty: 3193.822510
	Iteration 93Q: 3 clusters Score -1745040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1745044.375000 Penalty: 3193.822510
	Iteration 94Q: 3 clusters Score -1745044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1745047.875000 Penalty: 3193.822510
	Iteration 95Q: 3 clusters Score -1745048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1745053.500000 Penalty: 3193.822510
	Iteration 96Q: 3 clusters Score -1745054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1745059.875000 Penalty: 3193.822510
	Iteration 97Q: 3 clusters Score -1745060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1745062.625000 Penalty: 3193.822510
	Iteration 98Q: 3 clusters Score -1745063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1745069.500000 Penalty: 3193.822510
	Iteration 99Q: 3 clusters Score -1745070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1745076.625000 Penalty: 3193.822510
	Iteration 100F: 3 clusters Score -1745077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1745077.000000 Penalty: 3193.822510
	Iteration 101Q: 3 clusters Score -1745077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1745081.625000 Penalty: 3193.822510
	Iteration 102Q: 3 clusters Score -1745082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1745085.125000 Penalty: 3193.822510
	Iteration 103Q: 3 clusters Score -1745085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1745083.875000 Penalty: 3193.822510
	Iteration 104Q: 3 clusters Score -1745084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1745087.375000 Penalty: 3193.822510
	Iteration 105Q: 3 clusters Score -1745087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1745091.000000 Penalty: 3193.822510
	Iteration 106Q: 3 clusters Score -1745091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1745089.875000 Penalty: 3193.822510
	Iteration 107Q: 3 clusters Score -1745090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1745093.250000 Penalty: 3193.822510
	Iteration 108Q: 3 clusters Score -1745093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1745093.375000 Penalty: 3193.822510
	Iteration 109Q: 3 clusters Score -1745093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1745096.750000 Penalty: 3193.822510
	Iteration 110Q: 3 clusters Score -1745097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1745097.125000 Penalty: 3193.822510
	Iteration 111Q: 3 clusters Score -1745097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1745097.000000 Penalty: 3193.822510
	Iteration 112Q: 3 clusters Score -1745097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1745100.125000 Penalty: 3193.822510
	Iteration 113Q: 3 clusters Score -1745100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1745101.125000 Penalty: 3193.822510
	Iteration 114Q: 3 clusters Score -1745101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1745104.000000 Penalty: 3193.822510
	Iteration 115Q: 3 clusters Score -1745104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1745106.625000 Penalty: 3193.822510
	Iteration 116Q: 3 clusters Score -1745107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1745109.625000 Penalty: 3193.822510
	Iteration 117Q: 3 clusters Score -1745110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1745111.125000 Penalty: 3193.822510
	Iteration 118Q: 3 clusters Score -1745111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1745111.125000 Penalty: 3193.822510
	Iteration 119Q: 3 clusters Score -1745111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1745114.500000 Penalty: 3193.822510
	Iteration 120F: 3 clusters Score -1745114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1745114.375000 Penalty: 3193.822510
	Iteration 121Q: 3 clusters Score -1745114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1745116.750000 Penalty: 3193.822510
	Iteration 122Q: 3 clusters Score -1745117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1745117.375000 Penalty: 3193.822510
	Iteration 123Q: 3 clusters Score -1745117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1745121.125000 Penalty: 3193.822510
	Iteration 124Q: 3 clusters Score -1745121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1745121.250000 Penalty: 3193.822510
	Iteration 125Q: 3 clusters Score -1745121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1745122.125000 Penalty: 3193.822510
	Iteration 126Q: 3 clusters Score -1745122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1745122.375000 Penalty: 3193.822510
	Iteration 127Q: 3 clusters Score -1745122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1745123.625000 Penalty: 3193.822510
	Iteration 128Q: 3 clusters Score -1745124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1745123.625000 Penalty: 3193.822510
	Iteration 129F: 3 clusters Score -1745124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Entering Unmasked Estep 
Score: -2168266.250000 Penalty: 1633.091431
	Iteration 0F: 2 clusters Score -2168266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2152531.250000 Penalty: 3266.182861
	Iteration 0F: 3 clusters Score -2152531 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2158671.750000 Penalty: 3266.182861
	Iteration 1F: 3 clusters Score -2158672 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2159407.250000 Penalty: 3266.182861
	Iteration 2F: 3 clusters Score -2159407 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2160206.750000 Penalty: 3266.182861
	Iteration 3F: 3 clusters Score -2160207 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2161054.250000 Penalty: 3266.182861
	Iteration 4F: 3 clusters Score -2161054 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2161941.000000 Penalty: 3266.182861
	Iteration 5F: 3 clusters Score -2161941 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2162853.500000 Penalty: 3266.182861
	Iteration 6F: 3 clusters Score -2162854 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2163637.000000 Penalty: 3266.182861
	Iteration 7Q: 3 clusters Score -2163637 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2164236.250000 Penalty: 3266.182861
	Iteration 8Q: 3 clusters Score -2164236 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2164683.750000 Penalty: 3266.182861
	Iteration 9Q: 3 clusters Score -2164684 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2164968.500000 Penalty: 3266.182861
	Iteration 10Q: 3 clusters Score -2164968 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2165135.250000 Penalty: 3266.182861
	Iteration 11Q: 3 clusters Score -2165135 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2165256.500000 Penalty: 3266.182861
	Iteration 12Q: 3 clusters Score -2165256 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2165357.000000 Penalty: 3266.182861
	Iteration 13Q: 3 clusters Score -2165357 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2165440.250000 Penalty: 3266.182861
	Iteration 14Q: 3 clusters Score -2165440 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2165528.250000 Penalty: 3266.182861
	Iteration 15Q: 3 clusters Score -2165528 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2165625.750000 Penalty: 3266.182861
	Iteration 16Q: 3 clusters Score -2165626 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2165718.000000 Penalty: 3266.182861
	Iteration 17Q: 3 clusters Score -2165718 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2165820.250000 Penalty: 3266.182861
	Iteration 18Q: 3 clusters Score -2165820 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2165886.750000 Penalty: 3266.182861
	Iteration 19Q: 3 clusters Score -2165887 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2165960.750000 Penalty: 3266.182861
	Iteration 20F: 3 clusters Score -2165961 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2166036.750000 Penalty: 3266.182861
	Iteration 21Q: 3 clusters Score -2166037 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2166119.750000 Penalty: 3266.182861
	Iteration 22Q: 3 clusters Score -2166120 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2166192.750000 Penalty: 3266.182861
	Iteration 23Q: 3 clusters Score -2166193 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2166271.500000 Penalty: 3266.182861
	Iteration 24Q: 3 clusters Score -2166272 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2166354.750000 Penalty: 3266.182861
	Iteration 25Q: 3 clusters Score -2166355 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2166426.500000 Penalty: 3266.182861
	Iteration 26Q: 3 clusters Score -2166426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2166488.000000 Penalty: 3266.182861
	Iteration 27Q: 3 clusters Score -2166488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2166543.500000 Penalty: 3266.182861
	Iteration 28Q: 3 clusters Score -2166544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2166593.750000 Penalty: 3266.182861
	Iteration 29Q: 3 clusters Score -2166594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2166649.250000 Penalty: 3266.182861
	Iteration 30Q: 3 clusters Score -2166649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2166688.000000 Penalty: 3266.182861
	Iteration 31Q: 3 clusters Score -2166688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2166735.000000 Penalty: 3266.182861
	Iteration 32Q: 3 clusters Score -2166735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2166751.000000 Penalty: 3266.182861
	Iteration 33Q: 3 clusters Score -2166751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2166772.250000 Penalty: 3266.182861
	Iteration 34Q: 3 clusters Score -2166772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2166785.750000 Penalty: 3266.182861
	Iteration 35Q: 3 clusters Score -2166786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2166794.500000 Penalty: 3266.182861
	Iteration 36Q: 3 clusters Score -2166794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2166806.250000 Penalty: 3266.182861
	Iteration 37Q: 3 clusters Score -2166806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2166810.500000 Penalty: 3266.182861
	Iteration 38Q: 3 clusters Score -2166810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2166814.750000 Penalty: 3266.182861
	Iteration 39Q: 3 clusters Score -2166815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2166820.750000 Penalty: 3266.182861
	Iteration 40F: 3 clusters Score -2166821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2166826.500000 Penalty: 3266.182861
	Iteration 41Q: 3 clusters Score -2166826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2166829.250000 Penalty: 3266.182861
	Iteration 42Q: 3 clusters Score -2166829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2166830.500000 Penalty: 3266.182861
	Iteration 43Q: 3 clusters Score -2166830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2166836.000000 Penalty: 3266.182861
	Iteration 44Q: 3 clusters Score -2166836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2166837.250000 Penalty: 3266.182861
	Iteration 45Q: 3 clusters Score -2166837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2166841.000000 Penalty: 3266.182861
	Iteration 46Q: 3 clusters Score -2166841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2166845.000000 Penalty: 3266.182861
	Iteration 47Q: 3 clusters Score -2166845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2166848.000000 Penalty: 3266.182861
	Iteration 48Q: 3 clusters Score -2166848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2166848.750000 Penalty: 3266.182861
	Iteration 49Q: 3 clusters Score -2166849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2166851.750000 Penalty: 3266.182861
	Iteration 50Q: 3 clusters Score -2166852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2166854.500000 Penalty: 3266.182861
	Iteration 51Q: 3 clusters Score -2166854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2166854.000000 Penalty: 3266.182861
	Iteration 52Q: 3 clusters Score -2166854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2166859.500000 Penalty: 3266.182861
	Iteration 53Q: 3 clusters Score -2166860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2166859.750000 Penalty: 3266.182861
	Iteration 54Q: 3 clusters Score -2166860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2166861.750000 Penalty: 3266.182861
	Iteration 55Q: 3 clusters Score -2166862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2166864.000000 Penalty: 3266.182861
	Iteration 56Q: 3 clusters Score -2166864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2166865.750000 Penalty: 3266.182861
	Iteration 57Q: 3 clusters Score -2166866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2166863.500000 Penalty: 3266.182861
	Iteration 58Q: 3 clusters Score -2166864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2166866.500000 Penalty: 3266.182861
	Iteration 59Q: 3 clusters Score -2166866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2166866.250000 Penalty: 3266.182861
	Iteration 60F: 3 clusters Score -2166866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 299649 members 
Mstep: Class 6 contains 21634 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 10 contains 23402 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 23151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540928.000000 Penalty: 32440.685547
Iteration 199Q: 16 clusters Score -5.454093e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 45327 members 
Mstep: Class 3 contains 28387 members 
Mstep: Class 4 contains 305384 members 
Mstep: Class 5 contains 26130 members 
Mstep: Class 6 contains 20251 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 10 contains 22807 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 18 contains 62091 members 
Mstep: Class 19 contains 38922 members 
Mstep: Class 21 contains 1908 members 
Mstep: Class 23 contains 18173 members 
Mstep: Class 24 contains 22617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542056.000000 Penalty: 32440.685547
Iteration 200F: 16 clusters Score -5.454206e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 44526 members 
Mstep: Class 3 contains 28468 members 
Mstep: Class 4 contains 309304 members 
Mstep: Class 5 contains 26408 members 
Mstep: Class 6 contains 19254 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 10 contains 22426 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 18 contains 61267 members 
Mstep: Class 19 contains 38446 members 
Mstep: Class 21 contains 1787 members 
Mstep: Class 23 contains 17793 members 
Mstep: Class 24 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542124.000000 Penalty: 32440.685547
Iteration 201Q: 16 clusters Score -5.454212e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 44040 members 
Mstep: Class 3 contains 28400 members 
Mstep: Class 4 contains 312107 members 
Mstep: Class 5 contains 26775 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 10 contains 22115 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 18 contains 60759 members 
Mstep: Class 19 contains 38119 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 23 contains 17402 members 
Mstep: Class 24 contains 22048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541644.000000 Penalty: 32440.685547
Iteration 202Q: 16 clusters Score -5.454164e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 43770 members 
Mstep: Class 3 contains 28229 members 
Mstep: Class 4 contains 313932 members 
Mstep: Class 5 contains 27234 members 
Mstep: Class 6 contains 17977 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 10 contains 21905 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 18 contains 60454 members 
Mstep: Class 19 contains 37909 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 23 contains 17042 members 
Mstep: Class 24 contains 21894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541488.000000 Penalty: 32440.685547
Iteration 203Q: 16 clusters Score -5.454149e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 43613 members 
Mstep: Class 3 contains 28047 members 
Mstep: Class 4 contains 315072 members 
Mstep: Class 5 contains 27782 members 
Mstep: Class 6 contains 17561 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 10 contains 21775 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 18 contains 60269 members 
Mstep: Class 19 contains 37738 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 23 contains 16703 members 
Mstep: Class 24 contains 21833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541476.000000 Penalty: 32440.685547
Iteration 204Q: 16 clusters Score -5.454148e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 43530 members 
Mstep: Class 3 contains 27843 members 
Mstep: Class 4 contains 315859 members 
Mstep: Class 5 contains 28350 members 
Mstep: Class 6 contains 17214 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 10 contains 21703 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 18 contains 60174 members 
Mstep: Class 19 contains 37593 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 23 contains 16370 members 
Mstep: Class 24 contains 21809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541184.000000 Penalty: 32440.685547
Iteration 205Q: 16 clusters Score -5.454118e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 43497 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 316326 members 
Mstep: Class 5 contains 28954 members 
Mstep: Class 6 contains 16937 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 10 contains 21654 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 18 contains 60087 members 
Mstep: Class 19 contains 37503 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 23 contains 16057 members 
Mstep: Class 24 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540956.000000 Penalty: 32440.685547
Iteration 206Q: 16 clusters Score -5.454096e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 43493 members 
Mstep: Class 3 contains 27484 members 
Mstep: Class 4 contains 316576 members 
Mstep: Class 5 contains 29539 members 
Mstep: Class 6 contains 16719 members 
Mstep: Class 7 contains 954 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 10 contains 21624 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 18 contains 60048 members 
Mstep: Class 19 contains 37443 members 
Mstep: Class 21 contains 1594 members 
Mstep: Class 23 contains 15781 members 
Mstep: Class 24 contains 21799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540964.000000 Penalty: 32440.685547
Iteration 207Q: 16 clusters Score -5.454096e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 43493 members 
Mstep: Class 3 contains 27333 members 
Mstep: Class 4 contains 316661 members 
Mstep: Class 5 contains 30135 members 
Mstep: Class 6 contains 16546 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 10 contains 21610 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 18 contains 60023 members 
Mstep: Class 19 contains 37399 members 
Mstep: Class 21 contains 1575 members 
Mstep: Class 23 contains 15549 members 
Mstep: Class 24 contains 21799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540860.000000 Penalty: 32440.685547
Iteration 208Q: 16 clusters Score -5.454086e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 43494 members 
Mstep: Class 3 contains 27202 members 
Mstep: Class 4 contains 316638 members 
Mstep: Class 5 contains 30744 members 
Mstep: Class 6 contains 16404 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 10 contains 21587 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 18 contains 60023 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 23 contains 15347 members 
Mstep: Class 24 contains 21791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540680.000000 Penalty: 32440.685547
Iteration 209Q: 16 clusters Score -5.454068e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 27094 members 
Mstep: Class 4 contains 316572 members 
Mstep: Class 5 contains 31316 members 
Mstep: Class 6 contains 16278 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 10 contains 21587 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 18 contains 60012 members 
Mstep: Class 19 contains 37315 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 23 contains 15153 members 
Mstep: Class 24 contains 21810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540528.000000 Penalty: 32440.685547
Iteration 210Q: 16 clusters Score -5.454053e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 43463 members 
Mstep: Class 3 contains 27002 members 
Mstep: Class 4 contains 316452 members 
Mstep: Class 5 contains 31878 members 
Mstep: Class 6 contains 16180 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 10 contains 21591 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 18 contains 60002 members 
Mstep: Class 19 contains 37272 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 23 contains 14964 members 
Mstep: Class 24 contains 21834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540752.000000 Penalty: 32440.685547
Iteration 211Q: 16 clusters Score -5.454075e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 26946 members 
Mstep: Class 4 contains 316233 members 
Mstep: Class 5 contains 32426 members 
Mstep: Class 6 contains 16101 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 10 contains 21596 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 18 contains 60012 members 
Mstep: Class 19 contains 37225 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 23 contains 14820 members 
Mstep: Class 24 contains 21843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540752.000000 Penalty: 32440.685547
Iteration 212Q: 16 clusters Score -5.454075e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 43450 members 
Mstep: Class 3 contains 26881 members 
Mstep: Class 4 contains 316046 members 
Mstep: Class 5 contains 32950 members 
Mstep: Class 6 contains 16022 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 10 contains 21601 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 18 contains 60021 members 
Mstep: Class 19 contains 37170 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 21852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540580.000000 Penalty: 32440.685547
Iteration 213Q: 16 clusters Score -5.454058e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 43436 members 
Mstep: Class 3 contains 26823 members 
Mstep: Class 4 contains 315852 members 
Mstep: Class 5 contains 33442 members 
Mstep: Class 6 contains 15937 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 18 contains 60038 members 
Mstep: Class 19 contains 37133 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 23 contains 14578 members 
Mstep: Class 24 contains 21863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540792.000000 Penalty: 32440.685547
Iteration 214Q: 16 clusters Score -5.454079e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 43416 members 
Mstep: Class 3 contains 26774 members 
Mstep: Class 4 contains 315765 members 
Mstep: Class 5 contains 33884 members 
Mstep: Class 6 contains 15856 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 18 contains 60032 members 
Mstep: Class 19 contains 37089 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 14457 members 
Mstep: Class 24 contains 21856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541016.000000 Penalty: 32440.685547
Iteration 215Q: 16 clusters Score -5.454102e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 43397 members 
Mstep: Class 3 contains 26734 members 
Mstep: Class 4 contains 315708 members 
Mstep: Class 5 contains 34282 members 
Mstep: Class 6 contains 15771 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 10 contains 21576 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 18 contains 60031 members 
Mstep: Class 19 contains 37054 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 23 contains 14323 members 
Mstep: Class 24 contains 21861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541056.000000 Penalty: 32440.685547
Iteration 216Q: 16 clusters Score -5.454106e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 43381 members 
Mstep: Class 3 contains 26699 members 
Mstep: Class 4 contains 315670 members 
Mstep: Class 5 contains 34652 members 
Mstep: Class 6 contains 15689 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 10 contains 21568 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 18 contains 60023 members 
Mstep: Class 19 contains 37026 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 23 contains 14187 members 
Mstep: Class 24 contains 21862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541000.000000 Penalty: 32440.685547
Iteration 217Q: 16 clusters Score -5.4541e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 43372 members 
Mstep: Class 3 contains 26705 members 
Mstep: Class 4 contains 315515 members 
Mstep: Class 5 contains 35039 members 
Mstep: Class 6 contains 15616 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 10 contains 21555 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 18 contains 60032 members 
Mstep: Class 19 contains 37003 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 23 contains 14068 members 
Mstep: Class 24 contains 21865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541016.000000 Penalty: 32440.685547
Iteration 218Q: 16 clusters Score -5.454102e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 43352 members 
Mstep: Class 3 contains 26707 members 
Mstep: Class 4 contains 315387 members 
Mstep: Class 5 contains 35394 members 
Mstep: Class 6 contains 15556 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 10 contains 21558 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 18 contains 60013 members 
Mstep: Class 19 contains 36981 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 23 contains 13974 members 
Mstep: Class 24 contains 21862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541144.000000 Penalty: 32440.685547
Iteration 219Q: 16 clusters Score -5.454114e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 43346 members 
Mstep: Class 3 contains 26706 members 
Mstep: Class 4 contains 315240 members 
Mstep: Class 5 contains 35741 members 
Mstep: Class 6 contains 15515 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 10 contains 21555 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 18 contains 60005 members 
Mstep: Class 19 contains 36967 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 23 contains 13878 members 
Mstep: Class 24 contains 21849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541372.000000 Penalty: 32440.685547
Iteration 220F: 16 clusters Score -5.454137e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 43351 members 
Mstep: Class 3 contains 26702 members 
Mstep: Class 4 contains 315101 members 
Mstep: Class 5 contains 36064 members 
Mstep: Class 6 contains 15473 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 10 contains 21558 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 18 contains 59985 members 
Mstep: Class 19 contains 36939 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 23 contains 13806 members 
Mstep: Class 24 contains 21847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541236.000000 Penalty: 32440.685547
Iteration 221Q: 16 clusters Score -5.454124e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 43338 members 
Mstep: Class 3 contains 26710 members 
Mstep: Class 4 contains 314977 members 
Mstep: Class 5 contains 36391 members 
Mstep: Class 6 contains 15438 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 10 contains 21552 members 
Mstep: Class 15 contains 2087 members 
Mstep: Class 18 contains 59971 members 
Mstep: Class 19 contains 36909 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 23 contains 13729 members 
Mstep: Class 24 contains 21830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541384.000000 Penalty: 32440.685547
Iteration 222Q: 16 clusters Score -5.454138e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 43313 members 
Mstep: Class 3 contains 26719 members 
Mstep: Class 4 contains 314892 members 
Mstep: Class 5 contains 36670 members 
Mstep: Class 6 contains 15399 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 10 contains 21555 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 18 contains 59956 members 
Mstep: Class 19 contains 36876 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 23 contains 13655 members 
Mstep: Class 24 contains 21819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541488.000000 Penalty: 32440.685547
Iteration 223Q: 16 clusters Score -5.454149e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 43295 members 
Mstep: Class 3 contains 26720 members 
Mstep: Class 4 contains 314860 members 
Mstep: Class 5 contains 36906 members 
Mstep: Class 6 contains 15357 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 10 contains 21559 members 
Mstep: Class 15 contains 2077 members 
Mstep: Class 18 contains 59939 members 
Mstep: Class 19 contains 36840 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 21796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541568.000000 Penalty: 32440.685547
Iteration 224Q: 16 clusters Score -5.454157e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 43275 members 
Mstep: Class 3 contains 26722 members 
Mstep: Class 4 contains 314800 members 
Mstep: Class 5 contains 37156 members 
Mstep: Class 6 contains 15307 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 10 contains 21569 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 18 contains 59928 members 
Mstep: Class 19 contains 36813 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 23 contains 13523 members 
Mstep: Class 24 contains 21773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541744.000000 Penalty: 32440.685547
Iteration 225Q: 16 clusters Score -5.454174e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 43251 members 
Mstep: Class 3 contains 26731 members 
Mstep: Class 4 contains 314767 members 
Mstep: Class 5 contains 37367 members 
Mstep: Class 6 contains 15261 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 18 contains 59919 members 
Mstep: Class 19 contains 36794 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 23 contains 13464 members 
Mstep: Class 24 contains 21755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541704.000000 Penalty: 32440.685547
Iteration 226Q: 16 clusters Score -5.45417e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 43225 members 
Mstep: Class 3 contains 26743 members 
Mstep: Class 4 contains 314724 members 
Mstep: Class 5 contains 37550 members 
Mstep: Class 6 contains 15227 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 18 contains 59917 members 
Mstep: Class 19 contains 36785 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 21737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541748.000000 Penalty: 32440.685547
Iteration 227Q: 16 clusters Score -5.454175e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 43196 members 
Mstep: Class 3 contains 26747 members 
Mstep: Class 4 contains 314723 members 
Mstep: Class 5 contains 37733 members 
Mstep: Class 6 contains 15186 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 18 contains 59903 members 
Mstep: Class 19 contains 36765 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 23 contains 13355 members 
Mstep: Class 24 contains 21714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541660.000000 Penalty: 32440.685547
Iteration 228Q: 16 clusters Score -5.454166e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 43169 members 
Mstep: Class 3 contains 26754 members 
Mstep: Class 4 contains 314679 members 
Mstep: Class 5 contains 37908 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 10 contains 21587 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 18 contains 59894 members 
Mstep: Class 19 contains 36746 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 23 contains 13308 members 
Mstep: Class 24 contains 21712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541896.000000 Penalty: 32440.685547
Iteration 229Q: 16 clusters Score -5.45419e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 43140 members 
Mstep: Class 3 contains 26766 members 
Mstep: Class 4 contains 314648 members 
Mstep: Class 5 contains 38089 members 
Mstep: Class 6 contains 15116 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 10 contains 21598 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 18 contains 59872 members 
Mstep: Class 19 contains 36725 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 21700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541928.000000 Penalty: 32440.685547
Iteration 230Q: 16 clusters Score -5.454193e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 43114 members 
Mstep: Class 3 contains 26783 members 
Mstep: Class 4 contains 314651 members 
Mstep: Class 5 contains 38238 members 
Mstep: Class 6 contains 15081 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 18 contains 59846 members 
Mstep: Class 19 contains 36711 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 23 contains 13219 members 
Mstep: Class 24 contains 21687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541900.000000 Penalty: 32440.685547
Iteration 231Q: 16 clusters Score -5.45419e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 43098 members 
Mstep: Class 3 contains 26805 members 
Mstep: Class 4 contains 314633 members 
Mstep: Class 5 contains 38364 members 
Mstep: Class 6 contains 15050 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 18 contains 59821 members 
Mstep: Class 19 contains 36700 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 21683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541888.000000 Penalty: 32440.685547
Iteration 232Q: 16 clusters Score -5.454189e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 43077 members 
Mstep: Class 3 contains 26827 members 
Mstep: Class 4 contains 314651 members 
Mstep: Class 5 contains 38462 members 
Mstep: Class 6 contains 15022 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 10 contains 21588 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 18 contains 59804 members 
Mstep: Class 19 contains 36690 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 21674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541900.000000 Penalty: 32440.685547
Iteration 233Q: 16 clusters Score -5.45419e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 43060 members 
Mstep: Class 3 contains 26838 members 
Mstep: Class 4 contains 314646 members 
Mstep: Class 5 contains 38581 members 
Mstep: Class 6 contains 15001 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 10 contains 21587 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 18 contains 59785 members 
Mstep: Class 19 contains 36686 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 23 contains 13099 members 
Mstep: Class 24 contains 21668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54542000.000000 Penalty: 32440.685547
Iteration 234Q: 16 clusters Score -5.4542e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 43046 members 
Mstep: Class 3 contains 26846 members 
Mstep: Class 4 contains 314632 members 
Mstep: Class 5 contains 38695 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 10 contains 21586 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 18 contains 59771 members 
Mstep: Class 19 contains 36684 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 23 contains 13051 members 
Mstep: Class 24 contains 21664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54541904.000000 Penalty: 32440.685547
Iteration 235Q: 16 clusters Score -5.45419e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 26851 members 
Mstep: Class 4 contains 314646 members 
Mstep: Class 5 contains 38786 members 
Mstep: Class 6 contains 14964 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 10 contains 21583 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 18 contains 59756 members 
Mstep: Class 19 contains 36680 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 21656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2162.641602 but Gain 2162.712891
Score: -54541856.000000 Penalty: 30277.972656
Iteration 236Q: 15 clusters Score -5.454186e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 43010 members 
Mstep: Class 3 contains 26860 members 
Mstep: Class 4 contains 315540 members 
Mstep: Class 5 contains 38871 members 
Mstep: Class 6 contains 14950 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1149 members 
Mstep: Class 10 contains 22018 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 18 contains 59750 members 
Mstep: Class 19 contains 36683 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 21655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543236.000000 Penalty: 30277.972656
Iteration 237Q: 15 clusters Score -5.454324e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 43028 members 
Mstep: Class 3 contains 26873 members 
Mstep: Class 4 contains 315235 members 
Mstep: Class 5 contains 39008 members 
Mstep: Class 6 contains 14964 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 1151 members 
Mstep: Class 10 contains 22171 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 18 contains 59757 members 
Mstep: Class 19 contains 36692 members 
Mstep: Class 23 contains 12961 members 
Mstep: Class 24 contains 21655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543384.000000 Penalty: 30277.972656
Iteration 238Q: 15 clusters Score -5.454338e+07 nChanged 520
Entering ConstructFrom: 
Score: -54543384.000000 Penalty: 30277.972656
Entering ConstructFrom: 
Trying to split cluster 1 (6046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Entering Unmasked Estep 
Score: -534415.500000 Penalty: 1414.912231
	Iteration 0F: 2 clusters Score -534415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -529722.750000 Penalty: 2829.824463
	Iteration 0F: 3 clusters Score -529722.8 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -530987.437500 Penalty: 2829.824463
	Iteration 1F: 3 clusters Score -530987.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -531152.062500 Penalty: 2829.824463
	Iteration 2F: 3 clusters Score -531152.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -531267.062500 Penalty: 2829.824463
	Iteration 3Q: 3 clusters Score -531267.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -531355.062500 Penalty: 2829.824463
	Iteration 4Q: 3 clusters Score -531355.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -531443.000000 Penalty: 2829.824463
	Iteration 5Q: 3 clusters Score -531443 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -531542.250000 Penalty: 2829.824463
	Iteration 6Q: 3 clusters Score -531542.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -531661.937500 Penalty: 2829.824463
	Iteration 7Q: 3 clusters Score -531661.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -531810.375000 Penalty: 2829.824463
	Iteration 8Q: 3 clusters Score -531810.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -532014.875000 Penalty: 2829.824463
	Iteration 9Q: 3 clusters Score -532014.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -532248.875000 Penalty: 2829.824463
	Iteration 10Q: 3 clusters Score -532248.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -532479.125000 Penalty: 2829.824463
	Iteration 11Q: 3 clusters Score -532479.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -532710.562500 Penalty: 2829.824463
	Iteration 12Q: 3 clusters Score -532710.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -532854.375000 Penalty: 2829.824463
	Iteration 13Q: 3 clusters Score -532854.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -532954.562500 Penalty: 2829.824463
	Iteration 14Q: 3 clusters Score -532954.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -533028.812500 Penalty: 2829.824463
	Iteration 15Q: 3 clusters Score -533028.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -533071.687500 Penalty: 2829.824463
	Iteration 16Q: 3 clusters Score -533071.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -533104.687500 Penalty: 2829.824463
	Iteration 17Q: 3 clusters Score -533104.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -533126.562500 Penalty: 2829.824463
	Iteration 18Q: 3 clusters Score -533126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -533138.000000 Penalty: 2829.824463
	Iteration 19Q: 3 clusters Score -533138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -533150.000000 Penalty: 2829.824463
	Iteration 20F: 3 clusters Score -533150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -533154.000000 Penalty: 2829.824463
	Iteration 21Q: 3 clusters Score -533154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -533158.875000 Penalty: 2829.824463
	Iteration 22Q: 3 clusters Score -533158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -533164.500000 Penalty: 2829.824463
	Iteration 23Q: 3 clusters Score -533164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -533169.687500 Penalty: 2829.824463
	Iteration 24Q: 3 clusters Score -533169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -533171.187500 Penalty: 2829.824463
	Iteration 25Q: 3 clusters Score -533171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -533171.187500 Penalty: 2829.824463
	Iteration 26F: 3 clusters Score -533171.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Entering Unmasked Estep 
Score: -4014409.500000 Penalty: 1733.777100
	Iteration 0F: 2 clusters Score -4014410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3985563.500000 Penalty: 3467.554199
	Iteration 0F: 3 clusters Score -3985564 nChanged 20147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3997305.250000 Penalty: 3467.554199
	Iteration 1F: 3 clusters Score -3997305 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3998111.750000 Penalty: 3467.554199
	Iteration 2Q: 3 clusters Score -3998112 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3999178.000000 Penalty: 3467.554199
	Iteration 3Q: 3 clusters Score -3999178 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4000547.250000 Penalty: 3467.554199
	Iteration 4F: 3 clusters Score -4000547 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4002383.750000 Penalty: 3467.554199
	Iteration 5F: 3 clusters Score -4002384 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -4004595.500000 Penalty: 3467.554199
	Iteration 6F: 3 clusters Score -4004596 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4006541.000000 Penalty: 3467.554199
	Iteration 7F: 3 clusters Score -4006541 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -4007535.500000 Penalty: 3467.554199
	Iteration 8F: 3 clusters Score -4007536 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -4007933.250000 Penalty: 3467.554199
	Iteration 9Q: 3 clusters Score -4007933 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4008125.000000 Penalty: 3467.554199
	Iteration 10Q: 3 clusters Score -4008125 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -4008248.500000 Penalty: 3467.554199
	Iteration 11Q: 3 clusters Score -4008248 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4008384.250000 Penalty: 3467.554199
	Iteration 12Q: 3 clusters Score -4008384 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4008546.250000 Penalty: 3467.554199
	Iteration 13Q: 3 clusters Score -4008546 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4008693.000000 Penalty: 3467.554199
	Iteration 14Q: 3 clusters Score -4008693 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -4008841.500000 Penalty: 3467.554199
	Iteration 15Q: 3 clusters Score -4008842 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4008989.500000 Penalty: 3467.554199
	Iteration 16Q: 3 clusters Score -4008990 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -4009159.000000 Penalty: 3467.554199
	Iteration 17Q: 3 clusters Score -4009159 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4009355.750000 Penalty: 3467.554199
	Iteration 18Q: 3 clusters Score -4009356 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4009561.250000 Penalty: 3467.554199
	Iteration 19Q: 3 clusters Score -4009561 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4009799.750000 Penalty: 3467.554199
	Iteration 20F: 3 clusters Score -4009800 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -4010051.500000 Penalty: 3467.554199
	Iteration 21Q: 3 clusters Score -4010052 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4010328.250000 Penalty: 3467.554199
	Iteration 22Q: 3 clusters Score -4010328 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4010601.000000 Penalty: 3467.554199
	Iteration 23Q: 3 clusters Score -4010601 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4010793.750000 Penalty: 3467.554199
	Iteration 24Q: 3 clusters Score -4010794 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4011000.000000 Penalty: 3467.554199
	Iteration 25Q: 3 clusters Score -4011000 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4011186.000000 Penalty: 3467.554199
	Iteration 26Q: 3 clusters Score -4011186 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4011362.250000 Penalty: 3467.554199
	Iteration 27Q: 3 clusters Score -4011362 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4011498.250000 Penalty: 3467.554199
	Iteration 28Q: 3 clusters Score -4011498 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4011620.750000 Penalty: 3467.554199
	Iteration 29Q: 3 clusters Score -4011621 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4011738.500000 Penalty: 3467.554199
	Iteration 30Q: 3 clusters Score -4011738 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4011820.250000 Penalty: 3467.554199
	Iteration 31Q: 3 clusters Score -4011820 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4011932.250000 Penalty: 3467.554199
	Iteration 32Q: 3 clusters Score -4011932 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4012039.250000 Penalty: 3467.554199
	Iteration 33Q: 3 clusters Score -4012039 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4012105.000000 Penalty: 3467.554199
	Iteration 34Q: 3 clusters Score -4012105 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4012146.500000 Penalty: 3467.554199
	Iteration 35Q: 3 clusters Score -4012146 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4012232.000000 Penalty: 3467.554199
	Iteration 36Q: 3 clusters Score -4012232 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4012311.250000 Penalty: 3467.554199
	Iteration 37Q: 3 clusters Score -4012311 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4012391.250000 Penalty: 3467.554199
	Iteration 38Q: 3 clusters Score -4012391 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -4012446.750000 Penalty: 3467.554199
	Iteration 39Q: 3 clusters Score -4012447 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -4012502.750000 Penalty: 3467.554199
	Iteration 40F: 3 clusters Score -4012503 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4012544.000000 Penalty: 3467.554199
	Iteration 41Q: 3 clusters Score -4012544 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4012617.500000 Penalty: 3467.554199
	Iteration 42Q: 3 clusters Score -4012618 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4012663.750000 Penalty: 3467.554199
	Iteration 43Q: 3 clusters Score -4012664 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -4012720.500000 Penalty: 3467.554199
	Iteration 44Q: 3 clusters Score -4012720 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4012755.500000 Penalty: 3467.554199
	Iteration 45Q: 3 clusters Score -4012756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4012786.000000 Penalty: 3467.554199
	Iteration 46Q: 3 clusters Score -4012786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -4012798.750000 Penalty: 3467.554199
	Iteration 47Q: 3 clusters Score -4012799 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -4012831.500000 Penalty: 3467.554199
	Iteration 48Q: 3 clusters Score -4012832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -4012866.250000 Penalty: 3467.554199
	Iteration 49Q: 3 clusters Score -4012866 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4012883.250000 Penalty: 3467.554199
	Iteration 50Q: 3 clusters Score -4012883 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4012891.500000 Penalty: 3467.554199
	Iteration 51Q: 3 clusters Score -4012892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4012925.500000 Penalty: 3467.554199
	Iteration 52Q: 3 clusters Score -4012926 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4012932.500000 Penalty: 3467.554199
	Iteration 53Q: 3 clusters Score -4012932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -4012958.750000 Penalty: 3467.554199
	Iteration 54Q: 3 clusters Score -4012959 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -4012970.500000 Penalty: 3467.554199
	Iteration 55Q: 3 clusters Score -4012970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -4012992.250000 Penalty: 3467.554199
	Iteration 56Q: 3 clusters Score -4012992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -4012995.750000 Penalty: 3467.554199
	Iteration 57Q: 3 clusters Score -4012996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -4013017.500000 Penalty: 3467.554199
	Iteration 58Q: 3 clusters Score -4013018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4013033.500000 Penalty: 3467.554199
	Iteration 59Q: 3 clusters Score -4013034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4013036.250000 Penalty: 3467.554199
	Iteration 60F: 3 clusters Score -4013036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -4013043.750000 Penalty: 3467.554199
	Iteration 61Q: 3 clusters Score -4013044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -4013050.250000 Penalty: 3467.554199
	Iteration 62Q: 3 clusters Score -4013050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -4013063.250000 Penalty: 3467.554199
	Iteration 63Q: 3 clusters Score -4013063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -4013077.250000 Penalty: 3467.554199
	Iteration 64Q: 3 clusters Score -4013077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -4013089.750000 Penalty: 3467.554199
	Iteration 65Q: 3 clusters Score -4013090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -4013087.750000 Penalty: 3467.554199
	Iteration 66Q: 3 clusters Score -4013088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4013099.750000 Penalty: 3467.554199
	Iteration 67Q: 3 clusters Score -4013100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -4013103.250000 Penalty: 3467.554199
	Iteration 68Q: 3 clusters Score -4013103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -4013112.750000 Penalty: 3467.554199
	Iteration 69Q: 3 clusters Score -4013113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -4013119.000000 Penalty: 3467.554199
	Iteration 70Q: 3 clusters Score -4013119 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4013129.000000 Penalty: 3467.554199
	Iteration 71Q: 3 clusters Score -4013129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -4013133.500000 Penalty: 3467.554199
	Iteration 72Q: 3 clusters Score -4013134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4013138.000000 Penalty: 3467.554199
	Iteration 73Q: 3 clusters Score -4013138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -4013144.250000 Penalty: 3467.554199
	Iteration 74Q: 3 clusters Score -4013144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -4013152.500000 Penalty: 3467.554199
	Iteration 75Q: 3 clusters Score -4013152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -4013169.000000 Penalty: 3467.554199
	Iteration 76Q: 3 clusters Score -4013169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4013165.000000 Penalty: 3467.554199
	Iteration 77Q: 3 clusters Score -4013165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -4013173.750000 Penalty: 3467.554199
	Iteration 78Q: 3 clusters Score -4013174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -4013176.250000 Penalty: 3467.554199
	Iteration 79Q: 3 clusters Score -4013176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -4013169.250000 Penalty: 3467.554199
	Iteration 80F: 3 clusters Score -4013169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -4013170.750000 Penalty: 3467.554199
	Iteration 81Q: 3 clusters Score -4013171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -4013178.750000 Penalty: 3467.554199
	Iteration 82Q: 3 clusters Score -4013179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -4013175.750000 Penalty: 3467.554199
	Iteration 83Q: 3 clusters Score -4013176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4013185.000000 Penalty: 3467.554199
	Iteration 84Q: 3 clusters Score -4013185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -4013191.750000 Penalty: 3467.554199
	Iteration 85Q: 3 clusters Score -4013192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -4013191.500000 Penalty: 3467.554199
	Iteration 86Q: 3 clusters Score -4013192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -4013190.000000 Penalty: 3467.554199
	Iteration 87Q: 3 clusters Score -4013190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -4013187.000000 Penalty: 3467.554199
	Iteration 88Q: 3 clusters Score -4013187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -4013190.250000 Penalty: 3467.554199
	Iteration 89Q: 3 clusters Score -4013190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -4013192.250000 Penalty: 3467.554199
	Iteration 90Q: 3 clusters Score -4013192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -4013195.000000 Penalty: 3467.554199
	Iteration 91Q: 3 clusters Score -4013195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -4013194.500000 Penalty: 3467.554199
	Iteration 92Q: 3 clusters Score -4013194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4013194.750000 Penalty: 3467.554199
	Iteration 93Q: 3 clusters Score -4013195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -4013194.500000 Penalty: 3467.554199
	Iteration 94Q: 3 clusters Score -4013194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -4013198.750000 Penalty: 3467.554199
	Iteration 95Q: 3 clusters Score -4013199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -4013197.500000 Penalty: 3467.554199
	Iteration 96Q: 3 clusters Score -4013198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -4013198.500000 Penalty: 3467.554199
	Iteration 97Q: 3 clusters Score -4013198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -4013202.750000 Penalty: 3467.554199
	Iteration 98Q: 3 clusters Score -4013203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -4013200.250000 Penalty: 3467.554199
	Iteration 99Q: 3 clusters Score -4013200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -4013199.500000 Penalty: 3467.554199
	Iteration 100F: 3 clusters Score -4013200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4013205.250000 Penalty: 3467.554199
	Iteration 101Q: 3 clusters Score -4013205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -4013208.500000 Penalty: 3467.554199
	Iteration 102Q: 3 clusters Score -4013208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -4013208.500000 Penalty: 3467.554199
	Iteration 103Q: 3 clusters Score -4013208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -4013211.750000 Penalty: 3467.554199
	Iteration 104Q: 3 clusters Score -4013212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -4013209.250000 Penalty: 3467.554199
	Iteration 105Q: 3 clusters Score -4013209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -4013209.500000 Penalty: 3467.554199
	Iteration 106Q: 3 clusters Score -4013210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -4013216.500000 Penalty: 3467.554199
	Iteration 107Q: 3 clusters Score -4013216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -4013220.250000 Penalty: 3467.554199
	Iteration 108Q: 3 clusters Score -4013220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -4013214.750000 Penalty: 3467.554199
	Iteration 109Q: 3 clusters Score -4013215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -4013213.000000 Penalty: 3467.554199
	Iteration 110Q: 3 clusters Score -4013213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4013216.000000 Penalty: 3467.554199
	Iteration 111Q: 3 clusters Score -4013216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4013211.250000 Penalty: 3467.554199
	Iteration 112Q: 3 clusters Score -4013211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -4013214.250000 Penalty: 3467.554199
	Iteration 113Q: 3 clusters Score -4013214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -4013223.000000 Penalty: 3467.554199
	Iteration 114Q: 3 clusters Score -4013223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -4013218.500000 Penalty: 3467.554199
	Iteration 115Q: 3 clusters Score -4013218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4013224.000000 Penalty: 3467.554199
	Iteration 116Q: 3 clusters Score -4013224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -4013226.250000 Penalty: 3467.554199
	Iteration 117Q: 3 clusters Score -4013226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4013227.500000 Penalty: 3467.554199
	Iteration 118Q: 3 clusters Score -4013228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -4013227.500000 Penalty: 3467.554199
	Iteration 119Q: 3 clusters Score -4013228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -4013235.250000 Penalty: 3467.554199
	Iteration 120F: 3 clusters Score -4013235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4013234.750000 Penalty: 3467.554199
	Iteration 121Q: 3 clusters Score -4013235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4013233.000000 Penalty: 3467.554199
	Iteration 122Q: 3 clusters Score -4013233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -4013234.500000 Penalty: 3467.554199
	Iteration 123Q: 3 clusters Score -4013234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -4013233.250000 Penalty: 3467.554199
	Iteration 124Q: 3 clusters Score -4013233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -4013231.750000 Penalty: 3467.554199
	Iteration 125Q: 3 clusters Score -4013232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -4013231.750000 Penalty: 3467.554199
	Iteration 126F: 3 clusters Score -4013232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Entering Unmasked Estep 
Score: -2527828.000000 Penalty: 1657.402222
	Iteration 0F: 2 clusters Score -2527828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2509637.000000 Penalty: 3314.804443
	Iteration 0F: 3 clusters Score -2509637 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2516483.750000 Penalty: 3314.804443
	Iteration 1F: 3 clusters Score -2516484 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2516911.250000 Penalty: 3314.804443
	Iteration 2Q: 3 clusters Score -2516911 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2517315.500000 Penalty: 3314.804443
	Iteration 3Q: 3 clusters Score -2517316 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2517763.250000 Penalty: 3314.804443
	Iteration 4Q: 3 clusters Score -2517763 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2518246.750000 Penalty: 3314.804443
	Iteration 5Q: 3 clusters Score -2518247 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2518776.750000 Penalty: 3314.804443
	Iteration 6Q: 3 clusters Score -2518777 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2519375.750000 Penalty: 3314.804443
	Iteration 7Q: 3 clusters Score -2519376 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2520066.750000 Penalty: 3314.804443
	Iteration 8Q: 3 clusters Score -2520067 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2520851.500000 Penalty: 3314.804443
	Iteration 9Q: 3 clusters Score -2520852 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2521626.250000 Penalty: 3314.804443
	Iteration 10F: 3 clusters Score -2521626 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2522301.500000 Penalty: 3314.804443
	Iteration 11Q: 3 clusters Score -2522302 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2522775.250000 Penalty: 3314.804443
	Iteration 12Q: 3 clusters Score -2522775 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2523002.500000 Penalty: 3314.804443
	Iteration 13Q: 3 clusters Score -2523002 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2523114.500000 Penalty: 3314.804443
	Iteration 14Q: 3 clusters Score -2523114 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2523188.500000 Penalty: 3314.804443
	Iteration 15Q: 3 clusters Score -2523188 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2523240.250000 Penalty: 3314.804443
	Iteration 16Q: 3 clusters Score -2523240 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2523290.750000 Penalty: 3314.804443
	Iteration 17Q: 3 clusters Score -2523291 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2523331.500000 Penalty: 3314.804443
	Iteration 18Q: 3 clusters Score -2523332 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2523380.000000 Penalty: 3314.804443
	Iteration 19Q: 3 clusters Score -2523380 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2523433.000000 Penalty: 3314.804443
	Iteration 20F: 3 clusters Score -2523433 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2523488.750000 Penalty: 3314.804443
	Iteration 21Q: 3 clusters Score -2523489 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2523553.750000 Penalty: 3314.804443
	Iteration 22Q: 3 clusters Score -2523554 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2523599.750000 Penalty: 3314.804443
	Iteration 23Q: 3 clusters Score -2523600 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2523659.250000 Penalty: 3314.804443
	Iteration 24Q: 3 clusters Score -2523659 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2523698.750000 Penalty: 3314.804443
	Iteration 25Q: 3 clusters Score -2523699 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2523738.250000 Penalty: 3314.804443
	Iteration 26Q: 3 clusters Score -2523738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2523788.250000 Penalty: 3314.804443
	Iteration 27Q: 3 clusters Score -2523788 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2523816.250000 Penalty: 3314.804443
	Iteration 28Q: 3 clusters Score -2523816 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2523854.000000 Penalty: 3314.804443
	Iteration 29Q: 3 clusters Score -2523854 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2523885.250000 Penalty: 3314.804443
	Iteration 30Q: 3 clusters Score -2523885 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2523908.750000 Penalty: 3314.804443
	Iteration 31Q: 3 clusters Score -2523909 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2523942.000000 Penalty: 3314.804443
	Iteration 32Q: 3 clusters Score -2523942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2523950.250000 Penalty: 3314.804443
	Iteration 33Q: 3 clusters Score -2523950 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2523969.000000 Penalty: 3314.804443
	Iteration 34Q: 3 clusters Score -2523969 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2523992.000000 Penalty: 3314.804443
	Iteration 35Q: 3 clusters Score -2523992 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2524018.000000 Penalty: 3314.804443
	Iteration 36Q: 3 clusters Score -2524018 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2524041.500000 Penalty: 3314.804443
	Iteration 37Q: 3 clusters Score -2524042 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2524045.250000 Penalty: 3314.804443
	Iteration 38Q: 3 clusters Score -2524045 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2524076.250000 Penalty: 3314.804443
	Iteration 39Q: 3 clusters Score -2524076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2524089.750000 Penalty: 3314.804443
	Iteration 40F: 3 clusters Score -2524090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2524101.250000 Penalty: 3314.804443
	Iteration 41Q: 3 clusters Score -2524101 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2524103.000000 Penalty: 3314.804443
	Iteration 42Q: 3 clusters Score -2524103 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2524114.500000 Penalty: 3314.804443
	Iteration 43Q: 3 clusters Score -2524114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2524128.000000 Penalty: 3314.804443
	Iteration 44Q: 3 clusters Score -2524128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2524133.750000 Penalty: 3314.804443
	Iteration 45Q: 3 clusters Score -2524134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2524145.500000 Penalty: 3314.804443
	Iteration 46Q: 3 clusters Score -2524146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2524162.000000 Penalty: 3314.804443
	Iteration 47Q: 3 clusters Score -2524162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2524177.000000 Penalty: 3314.804443
	Iteration 48Q: 3 clusters Score -2524177 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2524192.500000 Penalty: 3314.804443
	Iteration 49Q: 3 clusters Score -2524192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2524201.500000 Penalty: 3314.804443
	Iteration 50Q: 3 clusters Score -2524202 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2524211.000000 Penalty: 3314.804443
	Iteration 51Q: 3 clusters Score -2524211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2524215.750000 Penalty: 3314.804443
	Iteration 52Q: 3 clusters Score -2524216 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2524229.500000 Penalty: 3314.804443
	Iteration 53Q: 3 clusters Score -2524230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2524254.750000 Penalty: 3314.804443
	Iteration 54Q: 3 clusters Score -2524255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2524260.500000 Penalty: 3314.804443
	Iteration 55Q: 3 clusters Score -2524260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2524268.000000 Penalty: 3314.804443
	Iteration 56Q: 3 clusters Score -2524268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2524278.250000 Penalty: 3314.804443
	Iteration 57Q: 3 clusters Score -2524278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2524287.500000 Penalty: 3314.804443
	Iteration 58Q: 3 clusters Score -2524288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2524300.750000 Penalty: 3314.804443
	Iteration 59Q: 3 clusters Score -2524301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2524330.500000 Penalty: 3314.804443
	Iteration 60F: 3 clusters Score -2524330 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2524343.750000 Penalty: 3314.804443
	Iteration 61Q: 3 clusters Score -2524344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2524374.750000 Penalty: 3314.804443
	Iteration 62Q: 3 clusters Score -2524375 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2524392.500000 Penalty: 3314.804443
	Iteration 63Q: 3 clusters Score -2524392 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2524413.250000 Penalty: 3314.804443
	Iteration 64Q: 3 clusters Score -2524413 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2524436.250000 Penalty: 3314.804443
	Iteration 65Q: 3 clusters Score -2524436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2524469 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2524488.500000 Penalty: 3314.804443
	Iteration 67Q: 3 clusters Score -2524488 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2524528.250000 Penalty: 3314.804443
	Iteration 68Q: 3 clusters Score -2524528 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2524557.750000 Penalty: 3314.804443
	Iteration 69Q: 3 clusters Score -2524558 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2524593.000000 Penalty: 3314.804443
	Iteration 70Q: 3 clusters Score -2524593 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2524647.000000 Penalty: 3314.804443
	Iteration 71Q: 3 clusters Score -2524647 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2524692.000000 Penalty: 3314.804443
	Iteration 72Q: 3 clusters Score -2524692 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2524726.250000 Penalty: 3314.804443
	Iteration 73Q: 3 clusters Score -2524726 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2524756.750000 Penalty: 3314.804443
	Iteration 74Q: 3 clusters Score -2524757 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2524802.000000 Penalty: 3314.804443
	Iteration 75Q: 3 clusters Score -2524802 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2524847.000000 Penalty: 3314.804443
	Iteration 76Q: 3 clusters Score -2524847 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2524891.500000 Penalty: 3314.804443
	Iteration 77Q: 3 clusters Score -2524892 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2524960.000000 Penalty: 3314.804443
	Iteration 78Q: 3 clusters Score -2524960 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2525031.500000 Penalty: 3314.804443
	Iteration 79Q: 3 clusters Score -2525032 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2525100.250000 Penalty: 3314.804443
	Iteration 80F: 3 clusters Score -2525100 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2525202.250000 Penalty: 3314.804443
	Iteration 81Q: 3 clusters Score -2525202 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2525315.750000 Penalty: 3314.804443
	Iteration 82Q: 3 clusters Score -2525316 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2525410.750000 Penalty: 3314.804443
	Iteration 83Q: 3 clusters Score -2525411 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2525500.750000 Penalty: 3314.804443
	Iteration 84Q: 3 clusters Score -2525501 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2525590.500000 Penalty: 3314.804443
	Iteration 85Q: 3 clusters Score -2525590 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2525647.000000 Penalty: 3314.804443
	Iteration 86Q: 3 clusters Score -2525647 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2525708.000000 Penalty: 3314.804443
	Iteration 87Q: 3 clusters Score -2525708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2525764.500000 Penalty: 3314.804443
	Iteration 88Q: 3 clusters Score -2525764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2525819.000000 Penalty: 3314.804443
	Iteration 89Q: 3 clusters Score -2525819 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2525863.250000 Penalty: 3314.804443
	Iteration 90Q: 3 clusters Score -2525863 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2525907.750000 Penalty: 3314.804443
	Iteration 91Q: 3 clusters Score -2525908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2525941.000000 Penalty: 3314.804443
	Iteration 92Q: 3 clusters Score -2525941 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2525957.000000 Penalty: 3314.804443
	Iteration 93Q: 3 clusters Score -2525957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2525987.250000 Penalty: 3314.804443
	Iteration 94Q: 3 clusters Score -2525987 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2526014.250000 Penalty: 3314.804443
	Iteration 95Q: 3 clusters Score -2526014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2526027.250000 Penalty: 3314.804443
	Iteration 96Q: 3 clusters Score -2526027 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2526057.750000 Penalty: 3314.804443
	Iteration 97Q: 3 clusters Score -2526058 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2526078.000000 Penalty: 3314.804443
	Iteration 98Q: 3 clusters Score -2526078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2526103.250000 Penalty: 3314.804443
	Iteration 99Q: 3 clusters Score -2526103 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2526125.250000 Penalty: 3314.804443
	Iteration 100F: 3 clusters Score -2526125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2526144.250000 Penalty: 3314.804443
	Iteration 101Q: 3 clusters Score -2526144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2526154.500000 Penalty: 3314.804443
	Iteration 102Q: 3 clusters Score -2526154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2526169.250000 Penalty: 3314.804443
	Iteration 103Q: 3 clusters Score -2526169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2526180.750000 Penalty: 3314.804443
	Iteration 104Q: 3 clusters Score -2526181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2526202.750000 Penalty: 3314.804443
	Iteration 105Q: 3 clusters Score -2526203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2526217.250000 Penalty: 3314.804443
	Iteration 106Q: 3 clusters Score -2526217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2526236.000000 Penalty: 3314.804443
	Iteration 107Q: 3 clusters Score -2526236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2526254.750000 Penalty: 3314.804443
	Iteration 108Q: 3 clusters Score -2526255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -2526270.500000 Penalty: 3314.804443
	Iteration 109Q: 3 clusters Score -2526270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2526289.250000 Penalty: 3314.804443
	Iteration 110Q: 3 clusters Score -2526289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2526299.750000 Penalty: 3314.804443
	Iteration 111Q: 3 clusters Score -2526300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -2526316.000000 Penalty: 3314.804443
	Iteration 112Q: 3 clusters Score -2526316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -2526340.500000 Penalty: 3314.804443
	Iteration 113Q: 3 clusters Score -2526340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2526353.750000 Penalty: 3314.804443
	Iteration 114Q: 3 clusters Score -2526354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -2526378.000000 Penalty: 3314.804443
	Iteration 115Q: 3 clusters Score -2526378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2526396.500000 Penalty: 3314.804443
	Iteration 116Q: 3 clusters Score -2526396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -2526405.500000 Penalty: 3314.804443
	Iteration 117Q: 3 clusters Score -2526406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2526410.000000 Penalty: 3314.804443
	Iteration 118Q: 3 clusters Score -2526410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2526417.000000 Penalty: 3314.804443
	Iteration 119Q: 3 clusters Score -2526417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2526424.500000 Penalty: 3314.804443
	Iteration 120F: 3 clusters Score -2526424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2526436.500000 Penalty: 3314.804443
	Iteration 121Q: 3 clusters Score -2526436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2526453.750000 Penalty: 3314.804443
	Iteration 122Q: 3 clusters Score -2526454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -2526465.250000 Penalty: 3314.804443
	Iteration 123Q: 3 clusters Score -2526465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2526469.500000 Penalty: 3314.804443
	Iteration 124Q: 3 clusters Score -2526470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -2526469.500000 Penalty: 3314.804443
	Iteration 125Q: 3 clusters Score -2526470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -2526479.000000 Penalty: 3314.804443
	Iteration 126Q: 3 clusters Score -2526479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2526483.500000 Penalty: 3314.804443
	Iteration 127Q: 3 clusters Score -2526484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -2526492.250000 Penalty: 3314.804443
	Iteration 128Q: 3 clusters Score -2526492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -2526503.500000 Penalty: 3314.804443
	Iteration 129Q: 3 clusters Score -2526504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2526501.250000 Penalty: 3314.804443
	Iteration 130Q: 3 clusters Score -2526501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2526504.250000 Penalty: 3314.804443
	Iteration 131Q: 3 clusters Score -2526504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -2526508.500000 Penalty: 3314.804443
	Iteration 132Q: 3 clusters Score -2526508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2526511.250000 Penalty: 3314.804443
	Iteration 133Q: 3 clusters Score -2526511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2526513.500000 Penalty: 3314.804443
	Iteration 134Q: 3 clusters Score -2526514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2526514.500000 Penalty: 3314.804443
	Iteration 135Q: 3 clusters Score -2526514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2526518.500000 Penalty: 3314.804443
	Iteration 136Q: 3 clusters Score -2526518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2526517.000000 Penalty: 3314.804443
	Iteration 137Q: 3 clusters Score -2526517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2526518.000000 Penalty: 3314.804443
	Iteration 138Q: 3 clusters Score -2526518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2526518.750000 Penalty: 3314.804443
	Iteration 139Q: 3 clusters Score -2526519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -2526514.750000 Penalty: 3314.804443
	Iteration 140F: 3 clusters Score -2526515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2526516.750000 Penalty: 3314.804443
	Iteration 141Q: 3 clusters Score -2526517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2526518.750000 Penalty: 3314.804443
	Iteration 142Q: 3 clusters Score -2526519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2526520.500000 Penalty: 3314.804443
	Iteration 143Q: 3 clusters Score -2526520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2526525.250000 Penalty: 3314.804443
	Iteration 144Q: 3 clusters Score -2526525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -2526535.250000 Penalty: 3314.804443
	Iteration 145Q: 3 clusters Score -2526535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -2526535.500000 Penalty: 3314.804443
	Iteration 146Q: 3 clusters Score -2526536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2526531.750000 Penalty: 3314.804443
	Iteration 147Q: 3 clusters Score -2526532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -2526534.250000 Penalty: 3314.804443
	Iteration 148Q: 3 clusters Score -2526534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2526536.500000 Penalty: 3314.804443
	Iteration 149Q: 3 clusters Score -2526536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2526535.250000 Penalty: 3314.804443
	Iteration 150Q: 3 clusters Score -2526535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2526541.000000 Penalty: 3314.804443
	Iteration 151Q: 3 clusters Score -2526541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2526541.500000 Penalty: 3314.804443
	Iteration 152Q: 3 clusters Score -2526542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2526543.000000 Penalty: 3314.804443
	Iteration 153Q: 3 clusters Score -2526543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -2526546.250000 Penalty: 3314.804443
	Iteration 154Q: 3 clusters Score -2526546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2526546.000000 Penalty: 3314.804443
	Iteration 155Q: 3 clusters Score -2526546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -2526548.000000 Penalty: 3314.804443
	Iteration 156Q: 3 clusters Score -2526548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2526551.750000 Penalty: 3314.804443
	Iteration 157Q: 3 clusters Score -2526552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2526555.250000 Penalty: 3314.804443
	Iteration 158Q: 3 clusters Score -2526555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2526558.000000 Penalty: 3314.804443
	Iteration 159Q: 3 clusters Score -2526558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2526558.750000 Penalty: 3314.804443
	Iteration 160F: 3 clusters Score -2526559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -2526559.250000 Penalty: 3314.804443
	Iteration 161Q: 3 clusters Score -2526559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2526557.250000 Penalty: 3314.804443
	Iteration 162Q: 3 clusters Score -2526557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2526557.250000 Penalty: 3314.804443
	Iteration 163Q: 3 clusters Score -2526557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2526557.250000 Penalty: 3314.804443
	Iteration 164F: 3 clusters Score -2526557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (315020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315020 members 
Entering Unmasked Estep 
Score: -28827816.000000 Penalty: 2057.313721
	Iteration 0F: 2 clusters Score -2.882782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157440 members 
Mstep: Class 2 contains 157580 members 
Entering Unmasked Estep 
Score: -28623592.000000 Penalty: 4114.627441
	Iteration 0F: 3 clusters Score -2.862359e+07 nChanged 153375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -28715390.000000 Penalty: 4114.627441
	Iteration 1F: 3 clusters Score -2.871539e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 167026 members 
Entering Unmasked Estep 
Score: -28717298.000000 Penalty: 4114.627441
	Iteration 2Q: 3 clusters Score -2.87173e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143228 members 
Mstep: Class 2 contains 171792 members 
Entering Unmasked Estep 
Score: -28719628.000000 Penalty: 4114.627441
	Iteration 3Q: 3 clusters Score -2.871963e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 178960 members 
Entering Unmasked Estep 
Score: -28722968.000000 Penalty: 4114.627441
	Iteration 4Q: 3 clusters Score -2.872297e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125739 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -28728718.000000 Penalty: 4114.627441
	Iteration 5Q: 3 clusters Score -2.872872e+07 nChanged 16356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111827 members 
Mstep: Class 2 contains 203193 members 
Entering Unmasked Estep 
Score: -28738112.000000 Penalty: 4114.627441
	Iteration 6F: 3 clusters Score -2.873811e+07 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 219728 members 
Entering Unmasked Estep 
Score: -28752790.000000 Penalty: 4114.627441
	Iteration 7F: 3 clusters Score -2.875279e+07 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 236411 members 
Entering Unmasked Estep 
Score: -28770036.000000 Penalty: 4114.627441
	Iteration 8F: 3 clusters Score -2.877004e+07 nChanged 17674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 249331 members 
Entering Unmasked Estep 
Score: -28784698.000000 Penalty: 4114.627441
	Iteration 9F: 3 clusters Score -2.87847e+07 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 257617 members 
Entering Unmasked Estep 
Score: -28793576.000000 Penalty: 4114.627441
	Iteration 10Q: 3 clusters Score -2.879358e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 263736 members 
Entering Unmasked Estep 
Score: -28798154.000000 Penalty: 4114.627441
	Iteration 11Q: 3 clusters Score -2.879815e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 269290 members 
Entering Unmasked Estep 
Score: -28801378.000000 Penalty: 4114.627441
	Iteration 12Q: 3 clusters Score -2.880138e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 274641 members 
Entering Unmasked Estep 
Score: -28804298.000000 Penalty: 4114.627441
	Iteration 13Q: 3 clusters Score -2.88043e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 279824 members 
Entering Unmasked Estep 
Score: -28807144.000000 Penalty: 4114.627441
	Iteration 14Q: 3 clusters Score -2.880714e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 284962 members 
Entering Unmasked Estep 
Score: -28810134.000000 Penalty: 4114.627441
	Iteration 15Q: 3 clusters Score -2.881013e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 289923 members 
Entering Unmasked Estep 
Score: -28813976.000000 Penalty: 4114.627441
	Iteration 16Q: 3 clusters Score -2.881398e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 294957 members 
Entering Unmasked Estep 
Score: -28817412.000000 Penalty: 4114.627441
	Iteration 17Q: 3 clusters Score -2.881741e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 300039 members 
Entering Unmasked Estep 
Score: -28820304.000000 Penalty: 4114.627441
	Iteration 18Q: 3 clusters Score -2.88203e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 304765 members 
Entering Unmasked Estep 
Score: -28822436.000000 Penalty: 4114.627441
	Iteration 19Q: 3 clusters Score -2.882244e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 308856 members 
Entering Unmasked Estep 
Score: -28824310.000000 Penalty: 4114.627441
	Iteration 20F: 3 clusters Score -2.882431e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 311882 members 
Entering Unmasked Estep 
Score: -28825468.000000 Penalty: 4114.627441
	Iteration 21Q: 3 clusters Score -2.882547e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 313552 members 
Entering Unmasked Estep 
Score: -28825964.000000 Penalty: 4114.627441
	Iteration 22Q: 3 clusters Score -2.882596e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 314271 members 
Entering Unmasked Estep 
Score: -28826024.000000 Penalty: 4114.627441
	Iteration 23Q: 3 clusters Score -2.882602e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 314540 members 
Entering Unmasked Estep 
Score: -28826024.000000 Penalty: 4114.627441
	Iteration 24Q: 3 clusters Score -2.882602e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 314648 members 
Entering Unmasked Estep 
Score: -28826068.000000 Penalty: 4114.627441
	Iteration 25Q: 3 clusters Score -2.882607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 314698 members 
Entering Unmasked Estep 
Score: -28826094.000000 Penalty: 4114.627441
	Iteration 26Q: 3 clusters Score -2.882609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 314729 members 
Entering Unmasked Estep 
Score: -28826122.000000 Penalty: 4114.627441
	Iteration 27Q: 3 clusters Score -2.882612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 314746 members 
Entering Unmasked Estep 
Score: -28826112.000000 Penalty: 4114.627441
	Iteration 28Q: 3 clusters Score -2.882611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 314756 members 
Entering Unmasked Estep 
Score: -28826140.000000 Penalty: 4114.627441
	Iteration 29Q: 3 clusters Score -2.882614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314761 members 
Entering Unmasked Estep 
Score: -28826156.000000 Penalty: 4114.627441
	Iteration 30Q: 3 clusters Score -2.882616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 314764 members 
Entering Unmasked Estep 
Score: -28826160.000000 Penalty: 4114.627441
	Iteration 31Q: 3 clusters Score -2.882616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 314767 members 
Entering Unmasked Estep 
Score: -28826164.000000 Penalty: 4114.627441
	Iteration 32Q: 3 clusters Score -2.882616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 314769 members 
Entering Unmasked Estep 
Score: -28826156.000000 Penalty: 4114.627441
	Iteration 33Q: 3 clusters Score -2.882616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 314769 members 
Entering Unmasked Estep 
Score: -28826156.000000 Penalty: 4114.627441
	Iteration 34F: 3 clusters Score -2.882616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Entering Unmasked Estep 
Score: -3657798.250000 Penalty: 1718.437988
	Iteration 0F: 2 clusters Score -3657798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3631546.500000 Penalty: 3436.875977
	Iteration 0F: 3 clusters Score -3631546 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3641485.500000 Penalty: 3436.875977
	Iteration 1F: 3 clusters Score -3641486 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3641910.750000 Penalty: 3436.875977
	Iteration 2Q: 3 clusters Score -3641911 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3642357.000000 Penalty: 3436.875977
	Iteration 3Q: 3 clusters Score -3642357 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3642839.250000 Penalty: 3436.875977
	Iteration 4Q: 3 clusters Score -3642839 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3643482.750000 Penalty: 3436.875977
	Iteration 5Q: 3 clusters Score -3643483 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3644292.500000 Penalty: 3436.875977
	Iteration 6Q: 3 clusters Score -3644292 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3645377.750000 Penalty: 3436.875977
	Iteration 7Q: 3 clusters Score -3645378 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3646853.250000 Penalty: 3436.875977
	Iteration 8F: 3 clusters Score -3646853 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3648539.500000 Penalty: 3436.875977
	Iteration 9F: 3 clusters Score -3648540 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3650399.250000 Penalty: 3436.875977
	Iteration 10F: 3 clusters Score -3650399 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3652173.000000 Penalty: 3436.875977
	Iteration 11F: 3 clusters Score -3652173 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3653630.750000 Penalty: 3436.875977
	Iteration 12Q: 3 clusters Score -3653631 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3654807.500000 Penalty: 3436.875977
	Iteration 13Q: 3 clusters Score -3654808 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3655679.000000 Penalty: 3436.875977
	Iteration 14Q: 3 clusters Score -3655679 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3656219.250000 Penalty: 3436.875977
	Iteration 15Q: 3 clusters Score -3656219 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3656596.250000 Penalty: 3436.875977
	Iteration 16Q: 3 clusters Score -3656596 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3656825.250000 Penalty: 3436.875977
	Iteration 17Q: 3 clusters Score -3656825 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3656940.750000 Penalty: 3436.875977
	Iteration 18Q: 3 clusters Score -3656941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3656993.000000 Penalty: 3436.875977
	Iteration 19Q: 3 clusters Score -3656993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3657019.250000 Penalty: 3436.875977
	Iteration 20F: 3 clusters Score -3657019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3657043.750000 Penalty: 3436.875977
	Iteration 21Q: 3 clusters Score -3657044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3657056.750000 Penalty: 3436.875977
	Iteration 22Q: 3 clusters Score -3657057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3657068.250000 Penalty: 3436.875977
	Iteration 23Q: 3 clusters Score -3657068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3657065.250000 Penalty: 3436.875977
	Iteration 24Q: 3 clusters Score -3657065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3657068.750000 Penalty: 3436.875977
	Iteration 25Q: 3 clusters Score -3657069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3657073.250000 Penalty: 3436.875977
	Iteration 26Q: 3 clusters Score -3657073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3657077.500000 Penalty: 3436.875977
	Iteration 27Q: 3 clusters Score -3657078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3657079.750000 Penalty: 3436.875977
	Iteration 28Q: 3 clusters Score -3657080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3657078.250000 Penalty: 3436.875977
	Iteration 29Q: 3 clusters Score -3657078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3657076.500000 Penalty: 3436.875977
	Iteration 30Q: 3 clusters Score -3657076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3657080.750000 Penalty: 3436.875977
	Iteration 31Q: 3 clusters Score -3657081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3657082.750000 Penalty: 3436.875977
	Iteration 32Q: 3 clusters Score -3657083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3657090.250000 Penalty: 3436.875977
	Iteration 33Q: 3 clusters Score -3657090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3657088.500000 Penalty: 3436.875977
	Iteration 34Q: 3 clusters Score -3657088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3657089.250000 Penalty: 3436.875977
	Iteration 35Q: 3 clusters Score -3657089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3657090.250000 Penalty: 3436.875977
	Iteration 36Q: 3 clusters Score -3657090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3657090.000000 Penalty: 3436.875977
	Iteration 37Q: 3 clusters Score -3657090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3657094.000000 Penalty: 3436.875977
	Iteration 38Q: 3 clusters Score -3657094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3657099.000000 Penalty: 3436.875977
	Iteration 39Q: 3 clusters Score -3657099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3657097.000000 Penalty: 3436.875977
	Iteration 40F: 3 clusters Score -3657097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3657102.500000 Penalty: 3436.875977
	Iteration 41Q: 3 clusters Score -3657102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3657107.500000 Penalty: 3436.875977
	Iteration 42Q: 3 clusters Score -3657108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3657107.500000 Penalty: 3436.875977
	Iteration 43F: 3 clusters Score -3657108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Entering Unmasked Estep 
Score: -1397520.375000 Penalty: 1562.177856
	Iteration 0F: 2 clusters Score -1397520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1387225.125000 Penalty: 3124.355713
	Iteration 0F: 3 clusters Score -1387225 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1390723.000000 Penalty: 3124.355713
	Iteration 1F: 3 clusters Score -1390723 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1390961.125000 Penalty: 3124.355713
	Iteration 2Q: 3 clusters Score -1390961 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1391215.625000 Penalty: 3124.355713
	Iteration 3Q: 3 clusters Score -1391216 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1391491.000000 Penalty: 3124.355713
	Iteration 4Q: 3 clusters Score -1391491 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1391845.250000 Penalty: 3124.355713
	Iteration 5Q: 3 clusters Score -1391845 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1392311.750000 Penalty: 3124.355713
	Iteration 6F: 3 clusters Score -1392312 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1392902.750000 Penalty: 3124.355713
	Iteration 7F: 3 clusters Score -1392903 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1393668.625000 Penalty: 3124.355713
	Iteration 8F: 3 clusters Score -1393669 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1394498.750000 Penalty: 3124.355713
	Iteration 9F: 3 clusters Score -1394499 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1395237.625000 Penalty: 3124.355713
	Iteration 10F: 3 clusters Score -1395238 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1395855.750000 Penalty: 3124.355713
	Iteration 11Q: 3 clusters Score -1395856 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1396247.250000 Penalty: 3124.355713
	Iteration 12Q: 3 clusters Score -1396247 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1396449.500000 Penalty: 3124.355713
	Iteration 13Q: 3 clusters Score -1396450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1396531.750000 Penalty: 3124.355713
	Iteration 14Q: 3 clusters Score -1396532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1396571.125000 Penalty: 3124.355713
	Iteration 15Q: 3 clusters Score -1396571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1396593.625000 Penalty: 3124.355713
	Iteration 16Q: 3 clusters Score -1396594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1396601.750000 Penalty: 3124.355713
	Iteration 17Q: 3 clusters Score -1396602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1396612.125000 Penalty: 3124.355713
	Iteration 18Q: 3 clusters Score -1396612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1396618.625000 Penalty: 3124.355713
	Iteration 19Q: 3 clusters Score -1396619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1396618.500000 Penalty: 3124.355713
	Iteration 20F: 3 clusters Score -1396618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1396619.625000 Penalty: 3124.355713
	Iteration 21Q: 3 clusters Score -1396620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1396618.875000 Penalty: 3124.355713
	Iteration 22Q: 3 clusters Score -1396619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1396618.375000 Penalty: 3124.355713
	Iteration 23Q: 3 clusters Score -1396618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1396618.375000 Penalty: 3124.355713
	Iteration 24F: 3 clusters Score -1396618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -82377.679688 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -82377.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80970.125000 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -80970.12 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81204.968750 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -81204.97 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81276.914062 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -81276.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81333.109375 Penalty: 2238.454590
	Iteration 3F: 3 clusters Score -81333.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81369.335938 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -81369.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81388.812500 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -81388.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81408.046875 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -81408.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81426.460938 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -81426.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81432.796875 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -81432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81440.718750 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -81440.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81446.164062 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -81446.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81449.812500 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -81449.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81454.679688 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -81454.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81462.148438 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -81462.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81464.937500 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -81464.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81465.328125 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -81465.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81465.898438 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -81465.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81465.898438 Penalty: 2238.454590
	Iteration 17F: 3 clusters Score -81465.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -93148.867188 Penalty: 1145.644897
	Iteration 0F: 2 clusters Score -93148.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -91706.453125 Penalty: 2291.289795
	Iteration 0F: 3 clusters Score -91706.45 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -92129.101562 Penalty: 2291.289795
	Iteration 1F: 3 clusters Score -92129.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92292.273438 Penalty: 2291.289795
	Iteration 2F: 3 clusters Score -92292.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -92375.820312 Penalty: 2291.289795
	Iteration 3F: 3 clusters Score -92375.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -92421.023438 Penalty: 2291.289795
	Iteration 4Q: 3 clusters Score -92421.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -92449.992188 Penalty: 2291.289795
	Iteration 5Q: 3 clusters Score -92449.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -92470.007812 Penalty: 2291.289795
	Iteration 6Q: 3 clusters Score -92470.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -92482.773438 Penalty: 2291.289795
	Iteration 7Q: 3 clusters Score -92482.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -92501.796875 Penalty: 2291.289795
	Iteration 8Q: 3 clusters Score -92501.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -92515.234375 Penalty: 2291.289795
	Iteration 9Q: 3 clusters Score -92515.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -92534.703125 Penalty: 2291.289795
	Iteration 10Q: 3 clusters Score -92534.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92546.492188 Penalty: 2291.289795
	Iteration 11Q: 3 clusters Score -92546.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -92557.796875 Penalty: 2291.289795
	Iteration 12Q: 3 clusters Score -92557.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92570.867188 Penalty: 2291.289795
	Iteration 13Q: 3 clusters Score -92570.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -92580.953125 Penalty: 2291.289795
	Iteration 14Q: 3 clusters Score -92580.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -92596.617188 Penalty: 2291.289795
	Iteration 15Q: 3 clusters Score -92596.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -92609.789062 Penalty: 2291.289795
	Iteration 16Q: 3 clusters Score -92609.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -92621.054688 Penalty: 2291.289795
	Iteration 17Q: 3 clusters Score -92621.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -92632.890625 Penalty: 2291.289795
	Iteration 18Q: 3 clusters Score -92632.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -92640.500000 Penalty: 2291.289795
	Iteration 19Q: 3 clusters Score -92640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -92642.984375 Penalty: 2291.289795
	Iteration 20F: 3 clusters Score -92642.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Entering Unmasked Estep 
Score: -2011143.000000 Penalty: 1626.874390
	Iteration 0F: 2 clusters Score -2011143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1996050.750000 Penalty: 3253.748779
	Iteration 0F: 3 clusters Score -1996051 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2001478.875000 Penalty: 3253.748779
	Iteration 1F: 3 clusters Score -2001479 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2001832.500000 Penalty: 3253.748779
	Iteration 2Q: 3 clusters Score -2001832 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2002113.500000 Penalty: 3253.748779
	Iteration 3Q: 3 clusters Score -2002114 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2002380.375000 Penalty: 3253.748779
	Iteration 4Q: 3 clusters Score -2002380 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2002680.250000 Penalty: 3253.748779
	Iteration 5Q: 3 clusters Score -2002680 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2003080.000000 Penalty: 3253.748779
	Iteration 6Q: 3 clusters Score -2003080 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2003563.250000 Penalty: 3253.748779
	Iteration 7Q: 3 clusters Score -2003563 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2004173.625000 Penalty: 3253.748779
	Iteration 8F: 3 clusters Score -2004174 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2004999.875000 Penalty: 3253.748779
	Iteration 9F: 3 clusters Score -2005000 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2006073.125000 Penalty: 3253.748779
	Iteration 10F: 3 clusters Score -2006073 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2007274.625000 Penalty: 3253.748779
	Iteration 11F: 3 clusters Score -2007275 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2008354.375000 Penalty: 3253.748779
	Iteration 12Q: 3 clusters Score -2008354 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2009004.125000 Penalty: 3253.748779
	Iteration 13Q: 3 clusters Score -2009004 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2009367.000000 Penalty: 3253.748779
	Iteration 14Q: 3 clusters Score -2009367 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2009545.750000 Penalty: 3253.748779
	Iteration 15Q: 3 clusters Score -2009546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2009640.750000 Penalty: 3253.748779
	Iteration 16Q: 3 clusters Score -2009641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2009688.500000 Penalty: 3253.748779
	Iteration 17Q: 3 clusters Score -2009688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2009714.500000 Penalty: 3253.748779
	Iteration 18Q: 3 clusters Score -2009714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2009739.750000 Penalty: 3253.748779
	Iteration 19Q: 3 clusters Score -2009740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2009753.125000 Penalty: 3253.748779
	Iteration 20F: 3 clusters Score -2009753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2009761.875000 Penalty: 3253.748779
	Iteration 21Q: 3 clusters Score -2009762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2009767.875000 Penalty: 3253.748779
	Iteration 22Q: 3 clusters Score -2009768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2009771.125000 Penalty: 3253.748779
	Iteration 23Q: 3 clusters Score -2009771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2009772.000000 Penalty: 3253.748779
	Iteration 24Q: 3 clusters Score -2009772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2009773.000000 Penalty: 3253.748779
	Iteration 25Q: 3 clusters Score -2009773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2009774.000000 Penalty: 3253.748779
	Iteration 26Q: 3 clusters Score -2009774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2009774.250000 Penalty: 3253.748779
	Iteration 27Q: 3 clusters Score -2009774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2009777.875000 Penalty: 3253.748779
	Iteration 28Q: 3 clusters Score -2009778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2009778.250000 Penalty: 3253.748779
	Iteration 29Q: 3 clusters Score -2009778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2009778.250000 Penalty: 3253.748779
	Iteration 30Q: 3 clusters Score -2009778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2009780.125000 Penalty: 3253.748779
	Iteration 31Q: 3 clusters Score -2009780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2009784.750000 Penalty: 3253.748779
	Iteration 32Q: 3 clusters Score -2009785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2009785.750000 Penalty: 3253.748779
	Iteration 33Q: 3 clusters Score -2009786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2009785.625000 Penalty: 3253.748779
	Iteration 34Q: 3 clusters Score -2009786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2009788.500000 Penalty: 3253.748779
	Iteration 35Q: 3 clusters Score -2009788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2009789.875000 Penalty: 3253.748779
	Iteration 36Q: 3 clusters Score -2009790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2009791.750000 Penalty: 3253.748779
	Iteration 37Q: 3 clusters Score -2009792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2009793.250000 Penalty: 3253.748779
	Iteration 38Q: 3 clusters Score -2009793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2009793.250000 Penalty: 3253.748779
	Iteration 39Q: 3 clusters Score -2009793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2009792.500000 Penalty: 3253.748779
	Iteration 40F: 3 clusters Score -2009792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2009793.625000 Penalty: 3253.748779
	Iteration 41Q: 3 clusters Score -2009794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2009793.625000 Penalty: 3253.748779
	Iteration 42F: 3 clusters Score -2009794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -193259.593750 Penalty: 1238.682861
	Iteration 0F: 2 clusters Score -193259.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -191202.750000 Penalty: 2477.365723
	Iteration 0F: 3 clusters Score -191202.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -191671.234375 Penalty: 2477.365723
	Iteration 1F: 3 clusters Score -191671.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -191764.031250 Penalty: 2477.365723
	Iteration 2F: 3 clusters Score -191764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -191809.406250 Penalty: 2477.365723
	Iteration 3Q: 3 clusters Score -191809.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -191836.828125 Penalty: 2477.365723
	Iteration 4Q: 3 clusters Score -191836.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -191852.562500 Penalty: 2477.365723
	Iteration 5Q: 3 clusters Score -191852.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -191871.859375 Penalty: 2477.365723
	Iteration 6Q: 3 clusters Score -191871.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -191883.375000 Penalty: 2477.365723
	Iteration 7Q: 3 clusters Score -191883.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -191892.281250 Penalty: 2477.365723
	Iteration 8Q: 3 clusters Score -191892.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -191900.671875 Penalty: 2477.365723
	Iteration 9Q: 3 clusters Score -191900.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -191909.125000 Penalty: 2477.365723
	Iteration 10Q: 3 clusters Score -191909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191913.000000 Penalty: 2477.365723
	Iteration 11Q: 3 clusters Score -191913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -191916.156250 Penalty: 2477.365723
	Iteration 12Q: 3 clusters Score -191916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -191919.843750 Penalty: 2477.365723
	Iteration 13Q: 3 clusters Score -191919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -191922.515625 Penalty: 2477.365723
	Iteration 14Q: 3 clusters Score -191922.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -191924.406250 Penalty: 2477.365723
	Iteration 15Q: 3 clusters Score -191924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191925.250000 Penalty: 2477.365723
	Iteration 16Q: 3 clusters Score -191925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191926.515625 Penalty: 2477.365723
	Iteration 17Q: 3 clusters Score -191926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191927.234375 Penalty: 2477.365723
	Iteration 18Q: 3 clusters Score -191927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191929.906250 Penalty: 2477.365723
	Iteration 19Q: 3 clusters Score -191929.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -191932.875000 Penalty: 2477.365723
	Iteration 20F: 3 clusters Score -191932.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -191937.328125 Penalty: 2477.365723
	Iteration 21Q: 3 clusters Score -191937.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -191939.468750 Penalty: 2477.365723
	Iteration 22Q: 3 clusters Score -191939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -191940.671875 Penalty: 2477.365723
	Iteration 23Q: 3 clusters Score -191940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -191941.171875 Penalty: 2477.365723
	Iteration 24Q: 3 clusters Score -191941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -191941.906250 Penalty: 2477.365723
	Iteration 25Q: 3 clusters Score -191941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -191941.859375 Penalty: 2477.365723
	Iteration 26Q: 3 clusters Score -191941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -191942.921875 Penalty: 2477.365723
	Iteration 27Q: 3 clusters Score -191942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -191943.312500 Penalty: 2477.365723
	Iteration 28Q: 3 clusters Score -191943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191943.406250 Penalty: 2477.365723
	Iteration 29Q: 3 clusters Score -191943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191943.406250 Penalty: 2477.365723
	Iteration 30F: 3 clusters Score -191943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Entering Unmasked Estep 
Score: -5584887.000000 Penalty: 1787.154541
	Iteration 0F: 2 clusters Score -5584887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -5544941.000000 Penalty: 3574.309082
	Iteration 0F: 3 clusters Score -5544941 nChanged 28295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -5560920.000000 Penalty: 3574.309082
	Iteration 1F: 3 clusters Score -5560920 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5561657.000000 Penalty: 3574.309082
	Iteration 2Q: 3 clusters Score -5561657 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -5562600.500000 Penalty: 3574.309082
	Iteration 3Q: 3 clusters Score -5562600 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -5563968.500000 Penalty: 3574.309082
	Iteration 4Q: 3 clusters Score -5563968 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5566065.500000 Penalty: 3574.309082
	Iteration 5F: 3 clusters Score -5566066 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5568595.500000 Penalty: 3574.309082
	Iteration 6F: 3 clusters Score -5568596 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -5571601.500000 Penalty: 3574.309082
	Iteration 7F: 3 clusters Score -5571602 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -5574591.000000 Penalty: 3574.309082
	Iteration 8F: 3 clusters Score -5574591 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -5577017.500000 Penalty: 3574.309082
	Iteration 9Q: 3 clusters Score -5577018 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5578853.000000 Penalty: 3574.309082
	Iteration 10Q: 3 clusters Score -5578853 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -5580019.000000 Penalty: 3574.309082
	Iteration 11Q: 3 clusters Score -5580019 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -5580733.000000 Penalty: 3574.309082
	Iteration 12Q: 3 clusters Score -5580733 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5581223.500000 Penalty: 3574.309082
	Iteration 13Q: 3 clusters Score -5581224 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5581605.500000 Penalty: 3574.309082
	Iteration 14Q: 3 clusters Score -5581606 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -5581949.000000 Penalty: 3574.309082
	Iteration 15Q: 3 clusters Score -5581949 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5582206.000000 Penalty: 3574.309082
	Iteration 16Q: 3 clusters Score -5582206 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5582439.000000 Penalty: 3574.309082
	Iteration 17Q: 3 clusters Score -5582439 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5582619.500000 Penalty: 3574.309082
	Iteration 18Q: 3 clusters Score -5582620 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5582754.000000 Penalty: 3574.309082
	Iteration 19Q: 3 clusters Score -5582754 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5582848.000000 Penalty: 3574.309082
	Iteration 20F: 3 clusters Score -5582848 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5582931.500000 Penalty: 3574.309082
	Iteration 21Q: 3 clusters Score -5582932 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5583019.500000 Penalty: 3574.309082
	Iteration 22Q: 3 clusters Score -5583020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5583065.500000 Penalty: 3574.309082
	Iteration 23Q: 3 clusters Score -5583066 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5583138.500000 Penalty: 3574.309082
	Iteration 24Q: 3 clusters Score -5583138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5583191.000000 Penalty: 3574.309082
	Iteration 25Q: 3 clusters Score -5583191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5583232.500000 Penalty: 3574.309082
	Iteration 26Q: 3 clusters Score -5583232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5583249.000000 Penalty: 3574.309082
	Iteration 27Q: 3 clusters Score -5583249 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5583266.500000 Penalty: 3574.309082
	Iteration 28Q: 3 clusters Score -5583266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5583277.000000 Penalty: 3574.309082
	Iteration 29Q: 3 clusters Score -5583277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5583288.500000 Penalty: 3574.309082
	Iteration 30Q: 3 clusters Score -5583288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5583300.000000 Penalty: 3574.309082
	Iteration 31Q: 3 clusters Score -5583300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5583305.000000 Penalty: 3574.309082
	Iteration 32Q: 3 clusters Score -5583305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5583314.000000 Penalty: 3574.309082
	Iteration 33Q: 3 clusters Score -5583314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5583305.000000 Penalty: 3574.309082
	Iteration 34Q: 3 clusters Score -5583305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5583319.000000 Penalty: 3574.309082
	Iteration 35Q: 3 clusters Score -5583319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5583325.000000 Penalty: 3574.309082
	Iteration 36Q: 3 clusters Score -5583325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5583336.500000 Penalty: 3574.309082
	Iteration 37Q: 3 clusters Score -5583336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5583338.500000 Penalty: 3574.309082
	Iteration 38Q: 3 clusters Score -5583338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5583344.000000 Penalty: 3574.309082
	Iteration 39Q: 3 clusters Score -5583344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5583342.000000 Penalty: 3574.309082
	Iteration 40F: 3 clusters Score -5583342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5583345.500000 Penalty: 3574.309082
	Iteration 41Q: 3 clusters Score -5583346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5583344.500000 Penalty: 3574.309082
	Iteration 42Q: 3 clusters Score -5583344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5583346.000000 Penalty: 3574.309082
	Iteration 43Q: 3 clusters Score -5583346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5583347.000000 Penalty: 3574.309082
	Iteration 44Q: 3 clusters Score -5583347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5583348.000000 Penalty: 3574.309082
	Iteration 45Q: 3 clusters Score -5583348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5583352.500000 Penalty: 3574.309082
	Iteration 46Q: 3 clusters Score -5583352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5583352.500000 Penalty: 3574.309082
	Iteration 47F: 3 clusters Score -5583352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Entering Unmasked Estep 
Score: -3427287.000000 Penalty: 1707.992554
	Iteration 0F: 2 clusters Score -3427287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3402665.250000 Penalty: 3415.985107
	Iteration 0F: 3 clusters Score -3402665 nChanged 17068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3412297.250000 Penalty: 3415.985107
	Iteration 1F: 3 clusters Score -3412297 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3412692.250000 Penalty: 3415.985107
	Iteration 2Q: 3 clusters Score -3412692 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3413063.500000 Penalty: 3415.985107
	Iteration 3Q: 3 clusters Score -3413064 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3413493.750000 Penalty: 3415.985107
	Iteration 4Q: 3 clusters Score -3413494 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3413952.250000 Penalty: 3415.985107
	Iteration 5Q: 3 clusters Score -3413952 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3414634.250000 Penalty: 3415.985107
	Iteration 6Q: 3 clusters Score -3414634 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3415543.750000 Penalty: 3415.985107
	Iteration 7Q: 3 clusters Score -3415544 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3416781.250000 Penalty: 3415.985107
	Iteration 8F: 3 clusters Score -3416781 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3418354.000000 Penalty: 3415.985107
	Iteration 9F: 3 clusters Score -3418354 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3420019.750000 Penalty: 3415.985107
	Iteration 10F: 3 clusters Score -3420020 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3421126.000000 Penalty: 3415.985107
	Iteration 11F: 3 clusters Score -3421126 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3421576.250000 Penalty: 3415.985107
	Iteration 12Q: 3 clusters Score -3421576 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3421775.750000 Penalty: 3415.985107
	Iteration 13Q: 3 clusters Score -3421776 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3421896.250000 Penalty: 3415.985107
	Iteration 14Q: 3 clusters Score -3421896 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3421974.000000 Penalty: 3415.985107
	Iteration 15Q: 3 clusters Score -3421974 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3422052.250000 Penalty: 3415.985107
	Iteration 16Q: 3 clusters Score -3422052 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3422127.750000 Penalty: 3415.985107
	Iteration 17Q: 3 clusters Score -3422128 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3422192.250000 Penalty: 3415.985107
	Iteration 18Q: 3 clusters Score -3422192 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3422224.500000 Penalty: 3415.985107
	Iteration 19Q: 3 clusters Score -3422224 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3422273.500000 Penalty: 3415.985107
	Iteration 20F: 3 clusters Score -3422274 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3422313.750000 Penalty: 3415.985107
	Iteration 21Q: 3 clusters Score -3422314 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3422349.500000 Penalty: 3415.985107
	Iteration 22Q: 3 clusters Score -3422350 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3422385.000000 Penalty: 3415.985107
	Iteration 23Q: 3 clusters Score -3422385 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3422425.500000 Penalty: 3415.985107
	Iteration 24Q: 3 clusters Score -3422426 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3422448.750000 Penalty: 3415.985107
	Iteration 25Q: 3 clusters Score -3422449 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3422478.000000 Penalty: 3415.985107
	Iteration 26Q: 3 clusters Score -3422478 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3422533.500000 Penalty: 3415.985107
	Iteration 27Q: 3 clusters Score -3422534 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3422553.000000 Penalty: 3415.985107
	Iteration 28Q: 3 clusters Score -3422553 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3422578.000000 Penalty: 3415.985107
	Iteration 29Q: 3 clusters Score -3422578 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3422603.000000 Penalty: 3415.985107
	Iteration 30Q: 3 clusters Score -3422603 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3422622.750000 Penalty: 3415.985107
	Iteration 31Q: 3 clusters Score -3422623 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3422659.750000 Penalty: 3415.985107
	Iteration 32Q: 3 clusters Score -3422660 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3422684.750000 Penalty: 3415.985107
	Iteration 33Q: 3 clusters Score -3422685 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3422711.000000 Penalty: 3415.985107
	Iteration 34Q: 3 clusters Score -3422711 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3422753.000000 Penalty: 3415.985107
	Iteration 35Q: 3 clusters Score -3422753 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3422802.250000 Penalty: 3415.985107
	Iteration 36Q: 3 clusters Score -3422802 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3422855.250000 Penalty: 3415.985107
	Iteration 37Q: 3 clusters Score -3422855 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3422891.750000 Penalty: 3415.985107
	Iteration 38Q: 3 clusters Score -3422892 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3422947.750000 Penalty: 3415.985107
	Iteration 39Q: 3 clusters Score -3422948 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3423003.500000 Penalty: 3415.985107
	Iteration 40F: 3 clusters Score -3423004 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3423083.500000 Penalty: 3415.985107
	Iteration 41Q: 3 clusters Score -3423084 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3423179.500000 Penalty: 3415.985107
	Iteration 42Q: 3 clusters Score -3423180 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3423258.750000 Penalty: 3415.985107
	Iteration 43Q: 3 clusters Score -3423259 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3423351.250000 Penalty: 3415.985107
	Iteration 44Q: 3 clusters Score -3423351 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3423457.000000 Penalty: 3415.985107
	Iteration 45Q: 3 clusters Score -3423457 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3423545.750000 Penalty: 3415.985107
	Iteration 46Q: 3 clusters Score -3423546 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3423642.500000 Penalty: 3415.985107
	Iteration 47Q: 3 clusters Score -3423642 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3423763.250000 Penalty: 3415.985107
	Iteration 48Q: 3 clusters Score -3423763 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3423868.750000 Penalty: 3415.985107
	Iteration 49Q: 3 clusters Score -3423869 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3423960.750000 Penalty: 3415.985107
	Iteration 50Q: 3 clusters Score -3423961 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3424048.750000 Penalty: 3415.985107
	Iteration 51Q: 3 clusters Score -3424049 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3424134.000000 Penalty: 3415.985107
	Iteration 52Q: 3 clusters Score -3424134 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3424205.250000 Penalty: 3415.985107
	Iteration 53Q: 3 clusters Score -3424205 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3424286.250000 Penalty: 3415.985107
	Iteration 54Q: 3 clusters Score -3424286 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3424345.250000 Penalty: 3415.985107
	Iteration 55Q: 3 clusters Score -3424345 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3424425.250000 Penalty: 3415.985107
	Iteration 56Q: 3 clusters Score -3424425 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3424502.750000 Penalty: 3415.985107
	Iteration 57Q: 3 clusters Score -3424503 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3424571.250000 Penalty: 3415.985107
	Iteration 58Q: 3 clusters Score -3424571 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3424637.750000 Penalty: 3415.985107
	Iteration 59Q: 3 clusters Score -3424638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3424698.750000 Penalty: 3415.985107
	Iteration 60F: 3 clusters Score -3424699 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3424774.750000 Penalty: 3415.985107
	Iteration 61Q: 3 clusters Score -3424775 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -3424837.000000 Penalty: 3415.985107
	Iteration 62Q: 3 clusters Score -3424837 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3424876.250000 Penalty: 3415.985107
	Iteration 63Q: 3 clusters Score -3424876 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3424939.500000 Penalty: 3415.985107
	Iteration 64Q: 3 clusters Score -3424940 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -3425004.000000 Penalty: 3415.985107
	Iteration 65Q: 3 clusters Score -3425004 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3425076.500000 Penalty: 3415.985107
	Iteration 66Q: 3 clusters Score -3425076 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -3425138.500000 Penalty: 3415.985107
	Iteration 67Q: 3 clusters Score -3425138 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3425176.500000 Penalty: 3415.985107
	Iteration 68Q: 3 clusters Score -3425176 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -3425228.750000 Penalty: 3415.985107
	Iteration 69Q: 3 clusters Score -3425229 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -3425278.000000 Penalty: 3415.985107
	Iteration 70Q: 3 clusters Score -3425278 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3425321.500000 Penalty: 3415.985107
	Iteration 71Q: 3 clusters Score -3425322 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -3425360.750000 Penalty: 3415.985107
	Iteration 72Q: 3 clusters Score -3425361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -3425405.000000 Penalty: 3415.985107
	Iteration 73Q: 3 clusters Score -3425405 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -3425440.750000 Penalty: 3415.985107
	Iteration 74Q: 3 clusters Score -3425441 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -3425473.000000 Penalty: 3415.985107
	Iteration 75Q: 3 clusters Score -3425473 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -3425504.750000 Penalty: 3415.985107
	Iteration 76Q: 3 clusters Score -3425505 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3425543.500000 Penalty: 3415.985107
	Iteration 77Q: 3 clusters Score -3425544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3425568.750000 Penalty: 3415.985107
	Iteration 78Q: 3 clusters Score -3425569 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3425594.500000 Penalty: 3415.985107
	Iteration 79Q: 3 clusters Score -3425594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -3425602.500000 Penalty: 3415.985107
	Iteration 80F: 3 clusters Score -3425602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -3425619.000000 Penalty: 3415.985107
	Iteration 81Q: 3 clusters Score -3425619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -3425635.000000 Penalty: 3415.985107
	Iteration 82Q: 3 clusters Score -3425635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -3425643.500000 Penalty: 3415.985107
	Iteration 83Q: 3 clusters Score -3425644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3425657.500000 Penalty: 3415.985107
	Iteration 84Q: 3 clusters Score -3425658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -3425682.500000 Penalty: 3415.985107
	Iteration 85Q: 3 clusters Score -3425682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -3425692.750000 Penalty: 3415.985107
	Iteration 86Q: 3 clusters Score -3425693 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -3425709.500000 Penalty: 3415.985107
	Iteration 87Q: 3 clusters Score -3425710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -3425714.000000 Penalty: 3415.985107
	Iteration 88Q: 3 clusters Score -3425714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -3425727.500000 Penalty: 3415.985107
	Iteration 89Q: 3 clusters Score -3425728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -3425741.500000 Penalty: 3415.985107
	Iteration 90Q: 3 clusters Score -3425742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -3425753.250000 Penalty: 3415.985107
	Iteration 91Q: 3 clusters Score -3425753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -3425764.500000 Penalty: 3415.985107
	Iteration 92Q: 3 clusters Score -3425764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -3425777.500000 Penalty: 3415.985107
	Iteration 93Q: 3 clusters Score -3425778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -3425790.500000 Penalty: 3415.985107
	Iteration 94Q: 3 clusters Score -3425790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -3425801.500000 Penalty: 3415.985107
	Iteration 95Q: 3 clusters Score -3425802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -3425811.500000 Penalty: 3415.985107
	Iteration 96Q: 3 clusters Score -3425812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -3425824.500000 Penalty: 3415.985107
	Iteration 97Q: 3 clusters Score -3425824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -3425830.500000 Penalty: 3415.985107
	Iteration 98Q: 3 clusters Score -3425830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -3425835.750000 Penalty: 3415.985107
	Iteration 99Q: 3 clusters Score -3425836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -3425835.000000 Penalty: 3415.985107
	Iteration 100F: 3 clusters Score -3425835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -3425842.250000 Penalty: 3415.985107
	Iteration 101Q: 3 clusters Score -3425842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -3425842.000000 Penalty: 3415.985107
	Iteration 102Q: 3 clusters Score -3425842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -3425854.750000 Penalty: 3415.985107
	Iteration 103Q: 3 clusters Score -3425855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -3425857.750000 Penalty: 3415.985107
	Iteration 104Q: 3 clusters Score -3425858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -3425860.000000 Penalty: 3415.985107
	Iteration 105Q: 3 clusters Score -3425860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -3425861.000000 Penalty: 3415.985107
	Iteration 106Q: 3 clusters Score -3425861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3425867.500000 Penalty: 3415.985107
	Iteration 107Q: 3 clusters Score -3425868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -3425868.250000 Penalty: 3415.985107
	Iteration 108Q: 3 clusters Score -3425868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -3425866.250000 Penalty: 3415.985107
	Iteration 109Q: 3 clusters Score -3425866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -3425872.000000 Penalty: 3415.985107
	Iteration 110Q: 3 clusters Score -3425872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -3425874.000000 Penalty: 3415.985107
	Iteration 111Q: 3 clusters Score -3425874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -3425873.000000 Penalty: 3415.985107
	Iteration 112Q: 3 clusters Score -3425873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -3425874.250000 Penalty: 3415.985107
	Iteration 113Q: 3 clusters Score -3425874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -3425869.000000 Penalty: 3415.985107
	Iteration 114Q: 3 clusters Score -3425869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -3425867.750000 Penalty: 3415.985107
	Iteration 115Q: 3 clusters Score -3425868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -3425868.750000 Penalty: 3415.985107
	Iteration 116Q: 3 clusters Score -3425869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -3425868.750000 Penalty: 3415.985107
	Iteration 117F: 3 clusters Score -3425869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Entering Unmasked Estep 
Score: -1224969.250000 Penalty: 1538.613037
	Iteration 0F: 2 clusters Score -1224969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1215949.375000 Penalty: 3077.226074
	Iteration 0F: 3 clusters Score -1215949 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1219029.250000 Penalty: 3077.226074
	Iteration 1F: 3 clusters Score -1219029 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1219502.625000 Penalty: 3077.226074
	Iteration 2F: 3 clusters Score -1219503 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1220089.625000 Penalty: 3077.226074
	Iteration 3F: 3 clusters Score -1220090 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1220797.375000 Penalty: 3077.226074
	Iteration 4F: 3 clusters Score -1220797 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1221559.750000 Penalty: 3077.226074
	Iteration 5F: 3 clusters Score -1221560 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1222259.750000 Penalty: 3077.226074
	Iteration 6F: 3 clusters Score -1222260 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1222786.500000 Penalty: 3077.226074
	Iteration 7Q: 3 clusters Score -1222786 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1223130.375000 Penalty: 3077.226074
	Iteration 8Q: 3 clusters Score -1223130 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1223385.500000 Penalty: 3077.226074
	Iteration 9Q: 3 clusters Score -1223386 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1223536.750000 Penalty: 3077.226074
	Iteration 10Q: 3 clusters Score -1223537 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1223640.250000 Penalty: 3077.226074
	Iteration 11Q: 3 clusters Score -1223640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1223724.625000 Penalty: 3077.226074
	Iteration 12Q: 3 clusters Score -1223725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1223774.125000 Penalty: 3077.226074
	Iteration 13Q: 3 clusters Score -1223774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1223813.375000 Penalty: 3077.226074
	Iteration 14Q: 3 clusters Score -1223813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1223846.250000 Penalty: 3077.226074
	Iteration 15Q: 3 clusters Score -1223846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1223872.625000 Penalty: 3077.226074
	Iteration 16Q: 3 clusters Score -1223873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1223885.250000 Penalty: 3077.226074
	Iteration 17Q: 3 clusters Score -1223885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1223898.875000 Penalty: 3077.226074
	Iteration 18Q: 3 clusters Score -1223899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1223906.625000 Penalty: 3077.226074
	Iteration 19Q: 3 clusters Score -1223907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1223905.625000 Penalty: 3077.226074
	Iteration 20F: 3 clusters Score -1223906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1223904.500000 Penalty: 3077.226074
	Iteration 21Q: 3 clusters Score -1223904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1223906.375000 Penalty: 3077.226074
	Iteration 22Q: 3 clusters Score -1223906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1223907.750000 Penalty: 3077.226074
	Iteration 23Q: 3 clusters Score -1223908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1223907.750000 Penalty: 3077.226074
	Iteration 24F: 3 clusters Score -1223908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Entering Unmasked Estep 
Score: -2027683.250000 Penalty: 1622.243652
	Iteration 0F: 2 clusters Score -2027683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2013039.500000 Penalty: 3244.487305
	Iteration 0F: 3 clusters Score -2013040 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2018236.375000 Penalty: 3244.487305
	Iteration 1F: 3 clusters Score -2018236 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2018547.500000 Penalty: 3244.487305
	Iteration 2Q: 3 clusters Score -2018548 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2018872.875000 Penalty: 3244.487305
	Iteration 3Q: 3 clusters Score -2018873 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2019337.000000 Penalty: 3244.487305
	Iteration 4Q: 3 clusters Score -2019337 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2020064.250000 Penalty: 3244.487305
	Iteration 5F: 3 clusters Score -2020064 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2021152.625000 Penalty: 3244.487305
	Iteration 6F: 3 clusters Score -2021153 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2022423.750000 Penalty: 3244.487305
	Iteration 7F: 3 clusters Score -2022424 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2023607.000000 Penalty: 3244.487305
	Iteration 8F: 3 clusters Score -2023607 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2024612.500000 Penalty: 3244.487305
	Iteration 9F: 3 clusters Score -2024612 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2025297.500000 Penalty: 3244.487305
	Iteration 10Q: 3 clusters Score -2025298 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2025715.000000 Penalty: 3244.487305
	Iteration 11Q: 3 clusters Score -2025715 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2025948.625000 Penalty: 3244.487305
	Iteration 12Q: 3 clusters Score -2025949 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2026054.375000 Penalty: 3244.487305
	Iteration 13Q: 3 clusters Score -2026054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2026127.375000 Penalty: 3244.487305
	Iteration 14Q: 3 clusters Score -2026127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2026169.750000 Penalty: 3244.487305
	Iteration 15Q: 3 clusters Score -2026170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2026198.625000 Penalty: 3244.487305
	Iteration 16Q: 3 clusters Score -2026199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2026215.125000 Penalty: 3244.487305
	Iteration 17Q: 3 clusters Score -2026215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2026225.375000 Penalty: 3244.487305
	Iteration 18Q: 3 clusters Score -2026225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2026237.750000 Penalty: 3244.487305
	Iteration 19Q: 3 clusters Score -2026238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2026253.250000 Penalty: 3244.487305
	Iteration 20F: 3 clusters Score -2026253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2026254.500000 Penalty: 3244.487305
	Iteration 21Q: 3 clusters Score -2026254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2026256.625000 Penalty: 3244.487305
	Iteration 22Q: 3 clusters Score -2026257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2026256.625000 Penalty: 3244.487305
	Iteration 23F: 3 clusters Score -2026257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 43019 members 
Mstep: Class 3 contains 26887 members 
Mstep: Class 4 contains 315020 members 
Mstep: Class 5 contains 39144 members 
Mstep: Class 6 contains 14964 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 10 contains 22282 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 18 contains 59747 members 
Mstep: Class 19 contains 36707 members 
Mstep: Class 23 contains 12944 members 
Mstep: Class 24 contains 21656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543548.000000 Penalty: 30277.972656
Iteration 239Q: 15 clusters Score -5.454355e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 43001 members 
Mstep: Class 3 contains 26903 members 
Mstep: Class 4 contains 314918 members 
Mstep: Class 5 contains 39257 members 
Mstep: Class 6 contains 14961 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 10 contains 22342 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 18 contains 59716 members 
Mstep: Class 19 contains 36714 members 
Mstep: Class 23 contains 12928 members 
Mstep: Class 24 contains 21650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543580.000000 Penalty: 30277.972656
Iteration 240F: 15 clusters Score -5.454358e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 42983 members 
Mstep: Class 3 contains 26919 members 
Mstep: Class 4 contains 314819 members 
Mstep: Class 5 contains 39389 members 
Mstep: Class 6 contains 14951 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 10 contains 22378 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 18 contains 59687 members 
Mstep: Class 19 contains 36715 members 
Mstep: Class 23 contains 12920 members 
Mstep: Class 24 contains 21637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543712.000000 Penalty: 30277.972656
Iteration 241Q: 15 clusters Score -5.454371e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 42969 members 
Mstep: Class 3 contains 26938 members 
Mstep: Class 4 contains 314732 members 
Mstep: Class 5 contains 39504 members 
Mstep: Class 6 contains 14935 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 10 contains 22403 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 18 contains 59658 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 23 contains 12918 members 
Mstep: Class 24 contains 21625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543804.000000 Penalty: 30277.972656
Iteration 242Q: 15 clusters Score -5.45438e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 42955 members 
Mstep: Class 3 contains 26964 members 
Mstep: Class 4 contains 314656 members 
Mstep: Class 5 contains 39595 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 10 contains 22416 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 18 contains 59642 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 23 contains 12914 members 
Mstep: Class 24 contains 21621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543956.000000 Penalty: 30277.972656
Iteration 243Q: 15 clusters Score -5.454396e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 42937 members 
Mstep: Class 3 contains 26989 members 
Mstep: Class 4 contains 314589 members 
Mstep: Class 5 contains 39689 members 
Mstep: Class 6 contains 14911 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 10 contains 22430 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 18 contains 59619 members 
Mstep: Class 19 contains 36720 members 
Mstep: Class 23 contains 12909 members 
Mstep: Class 24 contains 21617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544068.000000 Penalty: 30277.972656
Iteration 244Q: 15 clusters Score -5.454407e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 42918 members 
Mstep: Class 3 contains 27026 members 
Mstep: Class 4 contains 314530 members 
Mstep: Class 5 contains 39778 members 
Mstep: Class 6 contains 14901 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 10 contains 22437 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 18 contains 59599 members 
Mstep: Class 19 contains 36708 members 
Mstep: Class 23 contains 12907 members 
Mstep: Class 24 contains 21612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544100.000000 Penalty: 30277.972656
Iteration 245Q: 15 clusters Score -5.45441e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 42898 members 
Mstep: Class 3 contains 27061 members 
Mstep: Class 4 contains 314483 members 
Mstep: Class 5 contains 39853 members 
Mstep: Class 6 contains 14890 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 10 contains 22445 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 18 contains 59591 members 
Mstep: Class 19 contains 36704 members 
Mstep: Class 23 contains 12899 members 
Mstep: Class 24 contains 21606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544108.000000 Penalty: 30277.972656
Iteration 246Q: 15 clusters Score -5.454411e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 42885 members 
Mstep: Class 3 contains 27091 members 
Mstep: Class 4 contains 314444 members 
Mstep: Class 5 contains 39914 members 
Mstep: Class 6 contains 14877 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 10 contains 22456 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 18 contains 59576 members 
Mstep: Class 19 contains 36704 members 
Mstep: Class 23 contains 12892 members 
Mstep: Class 24 contains 21599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544148.000000 Penalty: 30277.972656
Iteration 247Q: 15 clusters Score -5.454415e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 42872 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 314431 members 
Mstep: Class 5 contains 39967 members 
Mstep: Class 6 contains 14860 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 10 contains 22461 members 
Mstep: Class 15 contains 2020 members 
Mstep: Class 18 contains 59548 members 
Mstep: Class 19 contains 36704 members 
Mstep: Class 23 contains 12886 members 
Mstep: Class 24 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544152.000000 Penalty: 30277.972656
Iteration 248Q: 15 clusters Score -5.454415e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 42866 members 
Mstep: Class 3 contains 27140 members 
Mstep: Class 4 contains 314419 members 
Mstep: Class 5 contains 40020 members 
Mstep: Class 6 contains 14838 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 10 contains 22464 members 
Mstep: Class 15 contains 2017 members 
Mstep: Class 18 contains 59522 members 
Mstep: Class 19 contains 36702 members 
Mstep: Class 23 contains 12880 members 
Mstep: Class 24 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544104.000000 Penalty: 30277.972656
Iteration 249Q: 15 clusters Score -5.45441e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 42858 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 314414 members 
Mstep: Class 5 contains 40066 members 
Mstep: Class 6 contains 14817 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 10 contains 22468 members 
Mstep: Class 15 contains 2011 members 
Mstep: Class 18 contains 59493 members 
Mstep: Class 19 contains 36701 members 
Mstep: Class 23 contains 12880 members 
Mstep: Class 24 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544064.000000 Penalty: 30277.972656
Iteration 250Q: 15 clusters Score -5.454406e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 42850 members 
Mstep: Class 3 contains 27171 members 
Mstep: Class 4 contains 314415 members 
Mstep: Class 5 contains 40122 members 
Mstep: Class 6 contains 14797 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 10 contains 22472 members 
Mstep: Class 15 contains 2010 members 
Mstep: Class 18 contains 59465 members 
Mstep: Class 19 contains 36695 members 
Mstep: Class 23 contains 12877 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54543960.000000 Penalty: 30277.972656
Iteration 251Q: 15 clusters Score -5.454396e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 42840 members 
Mstep: Class 3 contains 27188 members 
Mstep: Class 4 contains 314407 members 
Mstep: Class 5 contains 40167 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 10 contains 22478 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 36693 members 
Mstep: Class 23 contains 12878 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544116.000000 Penalty: 30277.972656
Iteration 252Q: 15 clusters Score -5.454412e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 42835 members 
Mstep: Class 3 contains 27200 members 
Mstep: Class 4 contains 314393 members 
Mstep: Class 5 contains 40219 members 
Mstep: Class 6 contains 14766 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22483 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 18 contains 59401 members 
Mstep: Class 19 contains 36690 members 
Mstep: Class 23 contains 12877 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544044.000000 Penalty: 30277.972656
Iteration 253Q: 15 clusters Score -5.454404e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 42826 members 
Mstep: Class 3 contains 27207 members 
Mstep: Class 4 contains 314384 members 
Mstep: Class 5 contains 40273 members 
Mstep: Class 6 contains 14745 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22487 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 18 contains 59377 members 
Mstep: Class 19 contains 36684 members 
Mstep: Class 23 contains 12875 members 
Mstep: Class 24 contains 21597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544140.000000 Penalty: 30277.972656
Iteration 254Q: 15 clusters Score -5.454414e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 42815 members 
Mstep: Class 3 contains 27215 members 
Mstep: Class 4 contains 314365 members 
Mstep: Class 5 contains 40319 members 
Mstep: Class 6 contains 14725 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22490 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 18 contains 59361 members 
Mstep: Class 19 contains 36681 members 
Mstep: Class 23 contains 12875 members 
Mstep: Class 24 contains 21608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544184.000000 Penalty: 30277.972656
Iteration 255Q: 15 clusters Score -5.454418e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 42806 members 
Mstep: Class 3 contains 27220 members 
Mstep: Class 4 contains 314354 members 
Mstep: Class 5 contains 40365 members 
Mstep: Class 6 contains 14703 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22489 members 
Mstep: Class 15 contains 2011 members 
Mstep: Class 18 contains 59351 members 
Mstep: Class 19 contains 36677 members 
Mstep: Class 23 contains 12874 members 
Mstep: Class 24 contains 21612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544160.000000 Penalty: 30277.972656
Iteration 256Q: 15 clusters Score -5.454416e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42802 members 
Mstep: Class 3 contains 27222 members 
Mstep: Class 4 contains 314339 members 
Mstep: Class 5 contains 40408 members 
Mstep: Class 6 contains 14684 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22491 members 
Mstep: Class 15 contains 2015 members 
Mstep: Class 18 contains 59342 members 
Mstep: Class 19 contains 36673 members 
Mstep: Class 23 contains 12874 members 
Mstep: Class 24 contains 21613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544276.000000 Penalty: 30277.972656
Iteration 257Q: 15 clusters Score -5.454428e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42798 members 
Mstep: Class 3 contains 27226 members 
Mstep: Class 4 contains 314335 members 
Mstep: Class 5 contains 40440 members 
Mstep: Class 6 contains 14665 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22491 members 
Mstep: Class 15 contains 2017 members 
Mstep: Class 18 contains 59328 members 
Mstep: Class 19 contains 36671 members 
Mstep: Class 23 contains 12874 members 
Mstep: Class 24 contains 21618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544252.000000 Penalty: 30277.972656
Iteration 258Q: 15 clusters Score -5.454425e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42794 members 
Mstep: Class 3 contains 27234 members 
Mstep: Class 4 contains 314334 members 
Mstep: Class 5 contains 40465 members 
Mstep: Class 6 contains 14652 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22492 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 18 contains 59313 members 
Mstep: Class 19 contains 36663 members 
Mstep: Class 23 contains 12875 members 
Mstep: Class 24 contains 21625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544232.000000 Penalty: 30277.972656
Iteration 259Q: 15 clusters Score -5.454423e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42789 members 
Mstep: Class 3 contains 27243 members 
Mstep: Class 4 contains 314332 members 
Mstep: Class 5 contains 40494 members 
Mstep: Class 6 contains 14643 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22493 members 
Mstep: Class 15 contains 2013 members 
Mstep: Class 18 contains 59299 members 
Mstep: Class 19 contains 36655 members 
Mstep: Class 23 contains 12874 members 
Mstep: Class 24 contains 21628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544280.000000 Penalty: 30277.972656
Iteration 260F: 15 clusters Score -5.454428e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42782 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 314330 members 
Mstep: Class 5 contains 40522 members 
Mstep: Class 6 contains 14634 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22496 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 18 contains 59283 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 23 contains 12870 members 
Mstep: Class 24 contains 21629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544288.000000 Penalty: 30277.972656
Iteration 261Q: 15 clusters Score -5.454429e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42776 members 
Mstep: Class 3 contains 27269 members 
Mstep: Class 4 contains 314324 members 
Mstep: Class 5 contains 40547 members 
Mstep: Class 6 contains 14626 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22496 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 18 contains 59272 members 
Mstep: Class 19 contains 36646 members 
Mstep: Class 23 contains 12868 members 
Mstep: Class 24 contains 21633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544292.000000 Penalty: 30277.972656
Iteration 262Q: 15 clusters Score -5.454429e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42773 members 
Mstep: Class 3 contains 27282 members 
Mstep: Class 4 contains 314301 members 
Mstep: Class 5 contains 40580 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22498 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 18 contains 59258 members 
Mstep: Class 19 contains 36642 members 
Mstep: Class 23 contains 12867 members 
Mstep: Class 24 contains 21638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544320.000000 Penalty: 30277.972656
Iteration 263Q: 15 clusters Score -5.454432e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42771 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 314278 members 
Mstep: Class 5 contains 40624 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22499 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 18 contains 59239 members 
Mstep: Class 19 contains 36639 members 
Mstep: Class 23 contains 12867 members 
Mstep: Class 24 contains 21638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544316.000000 Penalty: 30277.972656
Iteration 264Q: 15 clusters Score -5.454432e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42767 members 
Mstep: Class 3 contains 27308 members 
Mstep: Class 4 contains 314248 members 
Mstep: Class 5 contains 40674 members 
Mstep: Class 6 contains 14600 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22499 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 18 contains 59228 members 
Mstep: Class 19 contains 36636 members 
Mstep: Class 23 contains 12868 members 
Mstep: Class 24 contains 21638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544372.000000 Penalty: 30277.972656
Iteration 265Q: 15 clusters Score -5.454437e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42761 members 
Mstep: Class 3 contains 27321 members 
Mstep: Class 4 contains 314239 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 14586 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22501 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 18 contains 59214 members 
Mstep: Class 19 contains 36630 members 
Mstep: Class 23 contains 12868 members 
Mstep: Class 24 contains 21640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544328.000000 Penalty: 30277.972656
Iteration 266Q: 15 clusters Score -5.454433e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42754 members 
Mstep: Class 3 contains 27336 members 
Mstep: Class 4 contains 314236 members 
Mstep: Class 5 contains 40752 members 
Mstep: Class 6 contains 14575 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22501 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 18 contains 59201 members 
Mstep: Class 19 contains 36624 members 
Mstep: Class 23 contains 12863 members 
Mstep: Class 24 contains 21640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544388.000000 Penalty: 30277.972656
Iteration 267Q: 15 clusters Score -5.454439e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42750 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 314242 members 
Mstep: Class 5 contains 40782 members 
Mstep: Class 6 contains 14563 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22502 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 18 contains 59189 members 
Mstep: Class 19 contains 36616 members 
Mstep: Class 23 contains 12859 members 
Mstep: Class 24 contains 21637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544348.000000 Penalty: 30277.972656
Iteration 268Q: 15 clusters Score -5.454435e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42747 members 
Mstep: Class 3 contains 27353 members 
Mstep: Class 4 contains 314255 members 
Mstep: Class 5 contains 40803 members 
Mstep: Class 6 contains 14553 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22502 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 18 contains 59163 members 
Mstep: Class 19 contains 36616 members 
Mstep: Class 23 contains 12859 members 
Mstep: Class 24 contains 21636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544408.000000 Penalty: 30277.972656
Iteration 269Q: 15 clusters Score -5.454441e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42744 members 
Mstep: Class 3 contains 27357 members 
Mstep: Class 4 contains 314286 members 
Mstep: Class 5 contains 40817 members 
Mstep: Class 6 contains 14543 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22502 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 18 contains 59136 members 
Mstep: Class 19 contains 36616 members 
Mstep: Class 23 contains 12857 members 
Mstep: Class 24 contains 21631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544444.000000 Penalty: 30277.972656
Iteration 270Q: 15 clusters Score -5.454444e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42741 members 
Mstep: Class 3 contains 27366 members 
Mstep: Class 4 contains 314307 members 
Mstep: Class 5 contains 40833 members 
Mstep: Class 6 contains 14533 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22504 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 18 contains 59112 members 
Mstep: Class 19 contains 36613 members 
Mstep: Class 23 contains 12853 members 
Mstep: Class 24 contains 21627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544388.000000 Penalty: 30277.972656
Iteration 271Q: 15 clusters Score -5.454439e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42739 members 
Mstep: Class 3 contains 27374 members 
Mstep: Class 4 contains 314328 members 
Mstep: Class 5 contains 40847 members 
Mstep: Class 6 contains 14526 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 18 contains 59093 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 23 contains 12845 members 
Mstep: Class 24 contains 21623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544364.000000 Penalty: 30277.972656
Iteration 272Q: 15 clusters Score -5.454436e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42739 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 314352 members 
Mstep: Class 5 contains 40860 members 
Mstep: Class 6 contains 14521 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 18 contains 59076 members 
Mstep: Class 19 contains 36610 members 
Mstep: Class 23 contains 12833 members 
Mstep: Class 24 contains 21616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544368.000000 Penalty: 30277.972656
Iteration 273Q: 15 clusters Score -5.454437e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42739 members 
Mstep: Class 3 contains 27388 members 
Mstep: Class 4 contains 314367 members 
Mstep: Class 5 contains 40877 members 
Mstep: Class 6 contains 14517 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22504 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 18 contains 59060 members 
Mstep: Class 19 contains 36609 members 
Mstep: Class 23 contains 12817 members 
Mstep: Class 24 contains 21618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544392.000000 Penalty: 30277.972656
Iteration 274Q: 15 clusters Score -5.454439e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42739 members 
Mstep: Class 3 contains 27392 members 
Mstep: Class 4 contains 314376 members 
Mstep: Class 5 contains 40892 members 
Mstep: Class 6 contains 14513 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22503 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 18 contains 59048 members 
Mstep: Class 19 contains 36607 members 
Mstep: Class 23 contains 12805 members 
Mstep: Class 24 contains 21621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544336.000000 Penalty: 30277.972656
Iteration 275Q: 15 clusters Score -5.454434e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42736 members 
Mstep: Class 3 contains 27397 members 
Mstep: Class 4 contains 314400 members 
Mstep: Class 5 contains 40903 members 
Mstep: Class 6 contains 14512 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22503 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 18 contains 59034 members 
Mstep: Class 19 contains 36606 members 
Mstep: Class 23 contains 12787 members 
Mstep: Class 24 contains 21619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544260.000000 Penalty: 30277.972656
Iteration 276Q: 15 clusters Score -5.454426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42737 members 
Mstep: Class 3 contains 27401 members 
Mstep: Class 4 contains 314408 members 
Mstep: Class 5 contains 40914 members 
Mstep: Class 6 contains 14513 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 22504 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 18 contains 59024 members 
Mstep: Class 19 contains 36603 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 21619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544264.000000 Penalty: 30277.972656
Iteration 277Q: 15 clusters Score -5.454426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42737 members 
Mstep: Class 3 contains 27405 members 
Mstep: Class 4 contains 314414 members 
Mstep: Class 5 contains 40926 members 
Mstep: Class 6 contains 14514 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 10 contains 22502 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 18 contains 59015 members 
Mstep: Class 19 contains 36602 members 
Mstep: Class 23 contains 12764 members 
Mstep: Class 24 contains 21617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544276.000000 Penalty: 30277.972656
Iteration 278Q: 15 clusters Score -5.454428e+07 nChanged 51
Entering ConstructFrom: 
Score: -54544276.000000 Penalty: 30277.972656
Entering ConstructFrom: 
Trying to split cluster 1 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -529131.250000 Penalty: 1413.291504
	Iteration 0F: 2 clusters Score -529131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -524520.687500 Penalty: 2826.583008
	Iteration 0F: 3 clusters Score -524520.7 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -525812.687500 Penalty: 2826.583008
	Iteration 1F: 3 clusters Score -525812.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -525974.250000 Penalty: 2826.583008
	Iteration 2F: 3 clusters Score -525974.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -526093.750000 Penalty: 2826.583008
	Iteration 3Q: 3 clusters Score -526093.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -526193.937500 Penalty: 2826.583008
	Iteration 4Q: 3 clusters Score -526193.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -526300.750000 Penalty: 2826.583008
	Iteration 5Q: 3 clusters Score -526300.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -526417.562500 Penalty: 2826.583008
	Iteration 6Q: 3 clusters Score -526417.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -526551.562500 Penalty: 2826.583008
	Iteration 7Q: 3 clusters Score -526551.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -526733.437500 Penalty: 2826.583008
	Iteration 8Q: 3 clusters Score -526733.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -526976.875000 Penalty: 2826.583008
	Iteration 9Q: 3 clusters Score -526976.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -527263.375000 Penalty: 2826.583008
	Iteration 10F: 3 clusters Score -527263.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -527552.125000 Penalty: 2826.583008
	Iteration 11F: 3 clusters Score -527552.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -527762.562500 Penalty: 2826.583008
	Iteration 12Q: 3 clusters Score -527762.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -527913.937500 Penalty: 2826.583008
	Iteration 13Q: 3 clusters Score -527913.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -528025.625000 Penalty: 2826.583008
	Iteration 14Q: 3 clusters Score -528025.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -528097.250000 Penalty: 2826.583008
	Iteration 15Q: 3 clusters Score -528097.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -528143.750000 Penalty: 2826.583008
	Iteration 16Q: 3 clusters Score -528143.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -528179.187500 Penalty: 2826.583008
	Iteration 17Q: 3 clusters Score -528179.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -528201.312500 Penalty: 2826.583008
	Iteration 18Q: 3 clusters Score -528201.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -528210.687500 Penalty: 2826.583008
	Iteration 19Q: 3 clusters Score -528210.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -528217.375000 Penalty: 2826.583008
	Iteration 20F: 3 clusters Score -528217.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -528222.062500 Penalty: 2826.583008
	Iteration 21Q: 3 clusters Score -528222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -528224.437500 Penalty: 2826.583008
	Iteration 22Q: 3 clusters Score -528224.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -528225.250000 Penalty: 2826.583008
	Iteration 23Q: 3 clusters Score -528225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -528226.000000 Penalty: 2826.583008
	Iteration 24Q: 3 clusters Score -528226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -528226.937500 Penalty: 2826.583008
	Iteration 25Q: 3 clusters Score -528226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -528228.375000 Penalty: 2826.583008
	Iteration 26Q: 3 clusters Score -528228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -528228.937500 Penalty: 2826.583008
	Iteration 27Q: 3 clusters Score -528228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -528228.437500 Penalty: 2826.583008
	Iteration 28Q: 3 clusters Score -528228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -528229.562500 Penalty: 2826.583008
	Iteration 29Q: 3 clusters Score -528229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -528229.187500 Penalty: 2826.583008
	Iteration 30Q: 3 clusters Score -528229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -528229.437500 Penalty: 2826.583008
	Iteration 31Q: 3 clusters Score -528229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -528229.500000 Penalty: 2826.583008
	Iteration 32Q: 3 clusters Score -528229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -528231.250000 Penalty: 2826.583008
	Iteration 33Q: 3 clusters Score -528231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -528232.437500 Penalty: 2826.583008
	Iteration 34Q: 3 clusters Score -528232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -528232.312500 Penalty: 2826.583008
	Iteration 35Q: 3 clusters Score -528232.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -528232.437500 Penalty: 2826.583008
	Iteration 36Q: 3 clusters Score -528232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -528232.937500 Penalty: 2826.583008
	Iteration 37Q: 3 clusters Score -528232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -528232.937500 Penalty: 2826.583008
	Iteration 38F: 3 clusters Score -528232.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Entering Unmasked Estep 
Score: -3988274.500000 Penalty: 1732.700684
	Iteration 0F: 2 clusters Score -3988274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3959571.750000 Penalty: 3465.401367
	Iteration 0F: 3 clusters Score -3959572 nChanged 19984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3970738.500000 Penalty: 3465.401367
	Iteration 1F: 3 clusters Score -3970738 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3971182.250000 Penalty: 3465.401367
	Iteration 2Q: 3 clusters Score -3971182 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3971734.750000 Penalty: 3465.401367
	Iteration 3Q: 3 clusters Score -3971735 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3972458.750000 Penalty: 3465.401367
	Iteration 4Q: 3 clusters Score -3972459 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3973438.000000 Penalty: 3465.401367
	Iteration 5Q: 3 clusters Score -3973438 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3974619.750000 Penalty: 3465.401367
	Iteration 6Q: 3 clusters Score -3974620 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3975952.750000 Penalty: 3465.401367
	Iteration 7F: 3 clusters Score -3975953 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3977476.250000 Penalty: 3465.401367
	Iteration 8F: 3 clusters Score -3977476 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3978968.750000 Penalty: 3465.401367
	Iteration 9F: 3 clusters Score -3978969 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3980166.000000 Penalty: 3465.401367
	Iteration 10F: 3 clusters Score -3980166 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3980942.500000 Penalty: 3465.401367
	Iteration 11Q: 3 clusters Score -3980942 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3981276.750000 Penalty: 3465.401367
	Iteration 12Q: 3 clusters Score -3981277 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3981433.250000 Penalty: 3465.401367
	Iteration 13Q: 3 clusters Score -3981433 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3981532.500000 Penalty: 3465.401367
	Iteration 14Q: 3 clusters Score -3981532 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3981597.250000 Penalty: 3465.401367
	Iteration 15Q: 3 clusters Score -3981597 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3981665.000000 Penalty: 3465.401367
	Iteration 16Q: 3 clusters Score -3981665 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3981726.500000 Penalty: 3465.401367
	Iteration 17Q: 3 clusters Score -3981726 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3981802.250000 Penalty: 3465.401367
	Iteration 18Q: 3 clusters Score -3981802 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3981873.000000 Penalty: 3465.401367
	Iteration 19Q: 3 clusters Score -3981873 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3981954.750000 Penalty: 3465.401367
	Iteration 20F: 3 clusters Score -3981955 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3982006.000000 Penalty: 3465.401367
	Iteration 21Q: 3 clusters Score -3982006 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3982075.750000 Penalty: 3465.401367
	Iteration 22Q: 3 clusters Score -3982076 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -3982157.500000 Penalty: 3465.401367
	Iteration 23Q: 3 clusters Score -3982158 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3982260.000000 Penalty: 3465.401367
	Iteration 24Q: 3 clusters Score -3982260 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3982383.250000 Penalty: 3465.401367
	Iteration 25Q: 3 clusters Score -3982383 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -3982522.750000 Penalty: 3465.401367
	Iteration 26Q: 3 clusters Score -3982523 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -3982649.000000 Penalty: 3465.401367
	Iteration 27Q: 3 clusters Score -3982649 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -3982834.500000 Penalty: 3465.401367
	Iteration 28Q: 3 clusters Score -3982834 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -3983016.000000 Penalty: 3465.401367
	Iteration 29Q: 3 clusters Score -3983016 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -3983235.750000 Penalty: 3465.401367
	Iteration 30Q: 3 clusters Score -3983236 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -3983476.750000 Penalty: 3465.401367
	Iteration 31Q: 3 clusters Score -3983477 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3983659.000000 Penalty: 3465.401367
	Iteration 32Q: 3 clusters Score -3983659 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -3983915.000000 Penalty: 3465.401367
	Iteration 33Q: 3 clusters Score -3983915 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -3984164.000000 Penalty: 3465.401367
	Iteration 34Q: 3 clusters Score -3984164 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -3984413.250000 Penalty: 3465.401367
	Iteration 35Q: 3 clusters Score -3984413 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -3984662.250000 Penalty: 3465.401367
	Iteration 36Q: 3 clusters Score -3984662 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -3984912.000000 Penalty: 3465.401367
	Iteration 37Q: 3 clusters Score -3984912 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -3985136.000000 Penalty: 3465.401367
	Iteration 38Q: 3 clusters Score -3985136 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -3985406.000000 Penalty: 3465.401367
	Iteration 39Q: 3 clusters Score -3985406 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -3985665.000000 Penalty: 3465.401367
	Iteration 40F: 3 clusters Score -3985665 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -3985897.750000 Penalty: 3465.401367
	Iteration 41Q: 3 clusters Score -3985898 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -3986081.000000 Penalty: 3465.401367
	Iteration 42Q: 3 clusters Score -3986081 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -3986269.750000 Penalty: 3465.401367
	Iteration 43Q: 3 clusters Score -3986270 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -3986415.250000 Penalty: 3465.401367
	Iteration 44Q: 3 clusters Score -3986415 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -3986497.500000 Penalty: 3465.401367
	Iteration 45Q: 3 clusters Score -3986498 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -3986554.500000 Penalty: 3465.401367
	Iteration 46Q: 3 clusters Score -3986554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -3986610.250000 Penalty: 3465.401367
	Iteration 47Q: 3 clusters Score -3986610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -3986644.500000 Penalty: 3465.401367
	Iteration 48Q: 3 clusters Score -3986644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -3986669.250000 Penalty: 3465.401367
	Iteration 49Q: 3 clusters Score -3986669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -3986694.750000 Penalty: 3465.401367
	Iteration 50Q: 3 clusters Score -3986695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -3986704.000000 Penalty: 3465.401367
	Iteration 51Q: 3 clusters Score -3986704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -3986722.000000 Penalty: 3465.401367
	Iteration 52Q: 3 clusters Score -3986722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -3986749.000000 Penalty: 3465.401367
	Iteration 53Q: 3 clusters Score -3986749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -3986763.750000 Penalty: 3465.401367
	Iteration 54Q: 3 clusters Score -3986764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -3986784.500000 Penalty: 3465.401367
	Iteration 55Q: 3 clusters Score -3986784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -3986791.250000 Penalty: 3465.401367
	Iteration 56Q: 3 clusters Score -3986791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -3986790.750000 Penalty: 3465.401367
	Iteration 57Q: 3 clusters Score -3986791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -3986794.250000 Penalty: 3465.401367
	Iteration 58Q: 3 clusters Score -3986794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -3986797.250000 Penalty: 3465.401367
	Iteration 59Q: 3 clusters Score -3986797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -3986799.750000 Penalty: 3465.401367
	Iteration 60F: 3 clusters Score -3986800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -3986798.750000 Penalty: 3465.401367
	Iteration 61Q: 3 clusters Score -3986799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -3986802.000000 Penalty: 3465.401367
	Iteration 62Q: 3 clusters Score -3986802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -3986804.500000 Penalty: 3465.401367
	Iteration 63Q: 3 clusters Score -3986804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -3986807.250000 Penalty: 3465.401367
	Iteration 64Q: 3 clusters Score -3986807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -3986807.250000 Penalty: 3465.401367
	Iteration 65Q: 3 clusters Score -3986807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -3986807.500000 Penalty: 3465.401367
	Iteration 66Q: 3 clusters Score -3986808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -3986807.500000 Penalty: 3465.401367
	Iteration 67F: 3 clusters Score -3986808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Entering Unmasked Estep 
Score: -2576196.000000 Penalty: 1660.526855
	Iteration 0F: 2 clusters Score -2576196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2557634.500000 Penalty: 3321.053711
	Iteration 0F: 3 clusters Score -2557634 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2564541.000000 Penalty: 3321.053711
	Iteration 1F: 3 clusters Score -2564541 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2564846.250000 Penalty: 3321.053711
	Iteration 2Q: 3 clusters Score -2564846 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2565074.250000 Penalty: 3321.053711
	Iteration 3Q: 3 clusters Score -2565074 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2565375.750000 Penalty: 3321.053711
	Iteration 4Q: 3 clusters Score -2565376 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2565671.500000 Penalty: 3321.053711
	Iteration 5Q: 3 clusters Score -2565672 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2566077.000000 Penalty: 3321.053711
	Iteration 6Q: 3 clusters Score -2566077 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2566631.500000 Penalty: 3321.053711
	Iteration 7Q: 3 clusters Score -2566632 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2567406.000000 Penalty: 3321.053711
	Iteration 8F: 3 clusters Score -2567406 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2568505.500000 Penalty: 3321.053711
	Iteration 9F: 3 clusters Score -2568506 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2569997.500000 Penalty: 3321.053711
	Iteration 10F: 3 clusters Score -2569998 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2571483.000000 Penalty: 3321.053711
	Iteration 11F: 3 clusters Score -2571483 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2572321.250000 Penalty: 3321.053711
	Iteration 12Q: 3 clusters Score -2572321 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2572720.500000 Penalty: 3321.053711
	Iteration 13Q: 3 clusters Score -2572720 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2572964.500000 Penalty: 3321.053711
	Iteration 14Q: 3 clusters Score -2572964 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2573190.500000 Penalty: 3321.053711
	Iteration 15Q: 3 clusters Score -2573190 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2573398.250000 Penalty: 3321.053711
	Iteration 16Q: 3 clusters Score -2573398 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2573570.250000 Penalty: 3321.053711
	Iteration 17Q: 3 clusters Score -2573570 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2573711.500000 Penalty: 3321.053711
	Iteration 18Q: 3 clusters Score -2573712 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2573849.250000 Penalty: 3321.053711
	Iteration 19Q: 3 clusters Score -2573849 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2573958.750000 Penalty: 3321.053711
	Iteration 20F: 3 clusters Score -2573959 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2574055.500000 Penalty: 3321.053711
	Iteration 21Q: 3 clusters Score -2574056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2574118.500000 Penalty: 3321.053711
	Iteration 22Q: 3 clusters Score -2574118 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2574188.000000 Penalty: 3321.053711
	Iteration 23Q: 3 clusters Score -2574188 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2574227.750000 Penalty: 3321.053711
	Iteration 24Q: 3 clusters Score -2574228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2574266.250000 Penalty: 3321.053711
	Iteration 25Q: 3 clusters Score -2574266 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2574301.750000 Penalty: 3321.053711
	Iteration 26Q: 3 clusters Score -2574302 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2574325.750000 Penalty: 3321.053711
	Iteration 27Q: 3 clusters Score -2574326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2574355.250000 Penalty: 3321.053711
	Iteration 28Q: 3 clusters Score -2574355 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2574376.250000 Penalty: 3321.053711
	Iteration 29Q: 3 clusters Score -2574376 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2574416.000000 Penalty: 3321.053711
	Iteration 30Q: 3 clusters Score -2574416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2574448.750000 Penalty: 3321.053711
	Iteration 31Q: 3 clusters Score -2574449 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2574473.750000 Penalty: 3321.053711
	Iteration 32Q: 3 clusters Score -2574474 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2574487.750000 Penalty: 3321.053711
	Iteration 33Q: 3 clusters Score -2574488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2574507.750000 Penalty: 3321.053711
	Iteration 34Q: 3 clusters Score -2574508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -2574535.250000 Penalty: 3321.053711
	Iteration 35Q: 3 clusters Score -2574535 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2574550.750000 Penalty: 3321.053711
	Iteration 36Q: 3 clusters Score -2574551 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2574578.750000 Penalty: 3321.053711
	Iteration 37Q: 3 clusters Score -2574579 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -2574597.000000 Penalty: 3321.053711
	Iteration 38Q: 3 clusters Score -2574597 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -2574614.250000 Penalty: 3321.053711
	Iteration 39Q: 3 clusters Score -2574614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -2574641.750000 Penalty: 3321.053711
	Iteration 40F: 3 clusters Score -2574642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2574657.250000 Penalty: 3321.053711
	Iteration 41Q: 3 clusters Score -2574657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -2574668.250000 Penalty: 3321.053711
	Iteration 42Q: 3 clusters Score -2574668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2574691.000000 Penalty: 3321.053711
	Iteration 43Q: 3 clusters Score -2574691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2574707.000000 Penalty: 3321.053711
	Iteration 44Q: 3 clusters Score -2574707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2574721.250000 Penalty: 3321.053711
	Iteration 45Q: 3 clusters Score -2574721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2574740.750000 Penalty: 3321.053711
	Iteration 46Q: 3 clusters Score -2574741 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -2574752.250000 Penalty: 3321.053711
	Iteration 47Q: 3 clusters Score -2574752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2574771.500000 Penalty: 3321.053711
	Iteration 48Q: 3 clusters Score -2574772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2574790.250000 Penalty: 3321.053711
	Iteration 49Q: 3 clusters Score -2574790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2574800.000000 Penalty: 3321.053711
	Iteration 50Q: 3 clusters Score -2574800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -2574807.250000 Penalty: 3321.053711
	Iteration 51Q: 3 clusters Score -2574807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2574811.500000 Penalty: 3321.053711
	Iteration 52Q: 3 clusters Score -2574812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2574820.250000 Penalty: 3321.053711
	Iteration 53Q: 3 clusters Score -2574820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2574827.000000 Penalty: 3321.053711
	Iteration 54Q: 3 clusters Score -2574827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -2574830.000000 Penalty: 3321.053711
	Iteration 55Q: 3 clusters Score -2574830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -2574838.000000 Penalty: 3321.053711
	Iteration 56Q: 3 clusters Score -2574838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -2574843.250000 Penalty: 3321.053711
	Iteration 57Q: 3 clusters Score -2574843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -2574850.500000 Penalty: 3321.053711
	Iteration 58Q: 3 clusters Score -2574850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2574855.000000 Penalty: 3321.053711
	Iteration 59Q: 3 clusters Score -2574855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -2574857.500000 Penalty: 3321.053711
	Iteration 60F: 3 clusters Score -2574858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -2574858.000000 Penalty: 3321.053711
	Iteration 61Q: 3 clusters Score -2574858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -2574861.000000 Penalty: 3321.053711
	Iteration 62Q: 3 clusters Score -2574861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -2574868.250000 Penalty: 3321.053711
	Iteration 63Q: 3 clusters Score -2574868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -2574881.000000 Penalty: 3321.053711
	Iteration 64Q: 3 clusters Score -2574881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2574880.500000 Penalty: 3321.053711
	Iteration 65Q: 3 clusters Score -2574880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -2574886.000000 Penalty: 3321.053711
	Iteration 66Q: 3 clusters Score -2574886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -2574889.250000 Penalty: 3321.053711
	Iteration 67Q: 3 clusters Score -2574889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2574892.000000 Penalty: 3321.053711
	Iteration 68Q: 3 clusters Score -2574892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -2574893.500000 Penalty: 3321.053711
	Iteration 69Q: 3 clusters Score -2574894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2574901.250000 Penalty: 3321.053711
	Iteration 70Q: 3 clusters Score -2574901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2574906.250000 Penalty: 3321.053711
	Iteration 71Q: 3 clusters Score -2574906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -2574909.250000 Penalty: 3321.053711
	Iteration 72Q: 3 clusters Score -2574909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2574907.750000 Penalty: 3321.053711
	Iteration 73Q: 3 clusters Score -2574908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2574913.500000 Penalty: 3321.053711
	Iteration 74Q: 3 clusters Score -2574914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2574908.000000 Penalty: 3321.053711
	Iteration 75Q: 3 clusters Score -2574908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2574912.500000 Penalty: 3321.053711
	Iteration 76Q: 3 clusters Score -2574912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -2574911.250000 Penalty: 3321.053711
	Iteration 77Q: 3 clusters Score -2574911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -2574920.250000 Penalty: 3321.053711
	Iteration 78Q: 3 clusters Score -2574920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -2574915.500000 Penalty: 3321.053711
	Iteration 79Q: 3 clusters Score -2574916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -2574920.500000 Penalty: 3321.053711
	Iteration 80F: 3 clusters Score -2574920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2574922.000000 Penalty: 3321.053711
	Iteration 81Q: 3 clusters Score -2574922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -2574919.750000 Penalty: 3321.053711
	Iteration 82Q: 3 clusters Score -2574920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2574920.750000 Penalty: 3321.053711
	Iteration 83Q: 3 clusters Score -2574921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -2574924.250000 Penalty: 3321.053711
	Iteration 84Q: 3 clusters Score -2574924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2574927.250000 Penalty: 3321.053711
	Iteration 85Q: 3 clusters Score -2574927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -2574927.500000 Penalty: 3321.053711
	Iteration 86Q: 3 clusters Score -2574928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -2574929.250000 Penalty: 3321.053711
	Iteration 87Q: 3 clusters Score -2574929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -2574929.750000 Penalty: 3321.053711
	Iteration 88Q: 3 clusters Score -2574930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2574930.750000 Penalty: 3321.053711
	Iteration 89Q: 3 clusters Score -2574931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2574930.750000 Penalty: 3321.053711
	Iteration 90F: 3 clusters Score -2574931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (314425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314425 members 
Entering Unmasked Estep 
Score: -28775790.000000 Penalty: 2057.006348
	Iteration 0F: 2 clusters Score -2.877579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 157364 members 
Entering Unmasked Estep 
Score: -28571840.000000 Penalty: 4114.012695
	Iteration 0F: 3 clusters Score -2.857184e+07 nChanged 152968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152779 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -28662776.000000 Penalty: 4114.012695
	Iteration 1F: 3 clusters Score -2.866278e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150125 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -28663656.000000 Penalty: 4114.012695
	Iteration 2Q: 3 clusters Score -2.866366e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145926 members 
Mstep: Class 2 contains 168499 members 
Entering Unmasked Estep 
Score: -28664816.000000 Penalty: 4114.012695
	Iteration 3Q: 3 clusters Score -2.866482e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139211 members 
Mstep: Class 2 contains 175214 members 
Entering Unmasked Estep 
Score: -28666840.000000 Penalty: 4114.012695
	Iteration 4Q: 3 clusters Score -2.866684e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 185753 members 
Entering Unmasked Estep 
Score: -28670324.000000 Penalty: 4114.012695
	Iteration 5Q: 3 clusters Score -2.867032e+07 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112580 members 
Mstep: Class 2 contains 201845 members 
Entering Unmasked Estep 
Score: -28677826.000000 Penalty: 4114.012695
	Iteration 6F: 3 clusters Score -2.867783e+07 nChanged 23178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 224997 members 
Entering Unmasked Estep 
Score: -28693170.000000 Penalty: 4114.012695
	Iteration 7F: 3 clusters Score -2.869317e+07 nChanged 29055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 254050 members 
Entering Unmasked Estep 
Score: -28717958.000000 Penalty: 4114.012695
	Iteration 8F: 3 clusters Score -2.871796e+07 nChanged 29072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 283122 members 
Entering Unmasked Estep 
Score: -28747518.000000 Penalty: 4114.012695
	Iteration 9F: 3 clusters Score -2.874752e+07 nChanged 19906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 303028 members 
Entering Unmasked Estep 
Score: -28767136.000000 Penalty: 4114.012695
	Iteration 10F: 3 clusters Score -2.876714e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 311662 members 
Entering Unmasked Estep 
Score: -28772418.000000 Penalty: 4114.012695
	Iteration 11Q: 3 clusters Score -2.877242e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 313814 members 
Entering Unmasked Estep 
Score: -28773592.000000 Penalty: 4114.012695
	Iteration 12Q: 3 clusters Score -2.877359e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 314219 members 
Entering Unmasked Estep 
Score: -28773854.000000 Penalty: 4114.012695
	Iteration 13Q: 3 clusters Score -2.877385e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 314276 members 
Entering Unmasked Estep 
Score: -28773910.000000 Penalty: 4114.012695
	Iteration 14Q: 3 clusters Score -2.877391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 314294 members 
Entering Unmasked Estep 
Score: -28773926.000000 Penalty: 4114.012695
	Iteration 15Q: 3 clusters Score -2.877393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 314299 members 
Entering Unmasked Estep 
Score: -28773952.000000 Penalty: 4114.012695
	Iteration 16Q: 3 clusters Score -2.877395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 314303 members 
Entering Unmasked Estep 
Score: -28773974.000000 Penalty: 4114.012695
	Iteration 17Q: 3 clusters Score -2.877397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 314303 members 
Entering Unmasked Estep 
Score: -28773966.000000 Penalty: 4114.012695
	Iteration 18Q: 3 clusters Score -2.877397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 314307 members 
Entering Unmasked Estep 
Score: -28773982.000000 Penalty: 4114.012695
	Iteration 19Q: 3 clusters Score -2.877398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 314308 members 
Entering Unmasked Estep 
Score: -28773976.000000 Penalty: 4114.012695
	Iteration 20F: 3 clusters Score -2.877398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 314309 members 
Entering Unmasked Estep 
Score: -28773994.000000 Penalty: 4114.012695
	Iteration 21Q: 3 clusters Score -2.877399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 314311 members 
Entering Unmasked Estep 
Score: -28773990.000000 Penalty: 4114.012695
	Iteration 22Q: 3 clusters Score -2.877399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 314314 members 
Entering Unmasked Estep 
Score: -28773992.000000 Penalty: 4114.012695
	Iteration 23Q: 3 clusters Score -2.877399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 314313 members 
Entering Unmasked Estep 
Score: -28773990.000000 Penalty: 4114.012695
	Iteration 24Q: 3 clusters Score -2.877399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 314313 members 
Entering Unmasked Estep 
Score: -28773990.000000 Penalty: 4114.012695
	Iteration 25F: 3 clusters Score -2.877399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Entering Unmasked Estep 
Score: -3823254.000000 Penalty: 1725.711914
	Iteration 0F: 2 clusters Score -3823254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3795893.500000 Penalty: 3451.423828
	Iteration 0F: 3 clusters Score -3795894 nChanged 18925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3806658.250000 Penalty: 3451.423828
	Iteration 1F: 3 clusters Score -3806658 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3807417.250000 Penalty: 3451.423828
	Iteration 2Q: 3 clusters Score -3807417 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3808520.250000 Penalty: 3451.423828
	Iteration 3F: 3 clusters Score -3808520 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3810226.000000 Penalty: 3451.423828
	Iteration 4F: 3 clusters Score -3810226 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3812617.750000 Penalty: 3451.423828
	Iteration 5F: 3 clusters Score -3812618 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3815542.500000 Penalty: 3451.423828
	Iteration 6F: 3 clusters Score -3815542 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -3818299.750000 Penalty: 3451.423828
	Iteration 7F: 3 clusters Score -3818300 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -3820273.500000 Penalty: 3451.423828
	Iteration 8Q: 3 clusters Score -3820274 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -3821263.250000 Penalty: 3451.423828
	Iteration 9Q: 3 clusters Score -3821263 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -3821800.250000 Penalty: 3451.423828
	Iteration 10Q: 3 clusters Score -3821800 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -3822059.000000 Penalty: 3451.423828
	Iteration 11Q: 3 clusters Score -3822059 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -3822228.000000 Penalty: 3451.423828
	Iteration 12Q: 3 clusters Score -3822228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -3822324.000000 Penalty: 3451.423828
	Iteration 13Q: 3 clusters Score -3822324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -3822374.500000 Penalty: 3451.423828
	Iteration 14Q: 3 clusters Score -3822374 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -3822404.750000 Penalty: 3451.423828
	Iteration 15Q: 3 clusters Score -3822405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -3822423.250000 Penalty: 3451.423828
	Iteration 16Q: 3 clusters Score -3822423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -3822432.000000 Penalty: 3451.423828
	Iteration 17Q: 3 clusters Score -3822432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -3822432.500000 Penalty: 3451.423828
	Iteration 18Q: 3 clusters Score -3822432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -3822435.000000 Penalty: 3451.423828
	Iteration 19Q: 3 clusters Score -3822435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -3822444.500000 Penalty: 3451.423828
	Iteration 20F: 3 clusters Score -3822444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -3822446.000000 Penalty: 3451.423828
	Iteration 21Q: 3 clusters Score -3822446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -3822453.750000 Penalty: 3451.423828
	Iteration 22Q: 3 clusters Score -3822454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -3822451.500000 Penalty: 3451.423828
	Iteration 23Q: 3 clusters Score -3822452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -3822451.250000 Penalty: 3451.423828
	Iteration 24Q: 3 clusters Score -3822451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -3822459.000000 Penalty: 3451.423828
	Iteration 25Q: 3 clusters Score -3822459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -3822457.250000 Penalty: 3451.423828
	Iteration 26Q: 3 clusters Score -3822457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -3822456.750000 Penalty: 3451.423828
	Iteration 27Q: 3 clusters Score -3822457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -3822460.500000 Penalty: 3451.423828
	Iteration 28Q: 3 clusters Score -3822460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -3822457.750000 Penalty: 3451.423828
	Iteration 29Q: 3 clusters Score -3822458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -3822461.000000 Penalty: 3451.423828
	Iteration 30Q: 3 clusters Score -3822461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -3822460.250000 Penalty: 3451.423828
	Iteration 31Q: 3 clusters Score -3822460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -3822459.750000 Penalty: 3451.423828
	Iteration 32Q: 3 clusters Score -3822460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -3822460.000000 Penalty: 3451.423828
	Iteration 33Q: 3 clusters Score -3822460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -3822460.000000 Penalty: 3451.423828
	Iteration 34Q: 3 clusters Score -3822460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -3822459.500000 Penalty: 3451.423828
	Iteration 35Q: 3 clusters Score -3822460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -3822459.500000 Penalty: 3451.423828
	Iteration 36F: 3 clusters Score -3822460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -1355407.125000 Penalty: 1557.204956
	Iteration 0F: 2 clusters Score -1355407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1345277.875000 Penalty: 3114.409912
	Iteration 0F: 3 clusters Score -1345278 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1348917.500000 Penalty: 3114.409912
	Iteration 1F: 3 clusters Score -1348918 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1349288.000000 Penalty: 3114.409912
	Iteration 2F: 3 clusters Score -1349288 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1349696.500000 Penalty: 3114.409912
	Iteration 3F: 3 clusters Score -1349696 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1350241.875000 Penalty: 3114.409912
	Iteration 4F: 3 clusters Score -1350242 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1350912.625000 Penalty: 3114.409912
	Iteration 5F: 3 clusters Score -1350913 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1351706.125000 Penalty: 3114.409912
	Iteration 6F: 3 clusters Score -1351706 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1352491.250000 Penalty: 3114.409912
	Iteration 7F: 3 clusters Score -1352491 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1353162.000000 Penalty: 3114.409912
	Iteration 8F: 3 clusters Score -1353162 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1353664.625000 Penalty: 3114.409912
	Iteration 9Q: 3 clusters Score -1353665 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1353963.750000 Penalty: 3114.409912
	Iteration 10Q: 3 clusters Score -1353964 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1354120.125000 Penalty: 3114.409912
	Iteration 11Q: 3 clusters Score -1354120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1354196.375000 Penalty: 3114.409912
	Iteration 12Q: 3 clusters Score -1354196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1354251.750000 Penalty: 3114.409912
	Iteration 13Q: 3 clusters Score -1354252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1354297.375000 Penalty: 3114.409912
	Iteration 14Q: 3 clusters Score -1354297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1354335.375000 Penalty: 3114.409912
	Iteration 15Q: 3 clusters Score -1354335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1354362.875000 Penalty: 3114.409912
	Iteration 16Q: 3 clusters Score -1354363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1354377.375000 Penalty: 3114.409912
	Iteration 17Q: 3 clusters Score -1354377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1354383.500000 Penalty: 3114.409912
	Iteration 18Q: 3 clusters Score -1354384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1354392.750000 Penalty: 3114.409912
	Iteration 19Q: 3 clusters Score -1354393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1354396.750000 Penalty: 3114.409912
	Iteration 20F: 3 clusters Score -1354397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1354398.375000 Penalty: 3114.409912
	Iteration 21Q: 3 clusters Score -1354398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1354399.875000 Penalty: 3114.409912
	Iteration 22Q: 3 clusters Score -1354400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1354402.625000 Penalty: 3114.409912
	Iteration 23Q: 3 clusters Score -1354403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1354403.375000 Penalty: 3114.409912
	Iteration 24Q: 3 clusters Score -1354403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1354405.875000 Penalty: 3114.409912
	Iteration 25Q: 3 clusters Score -1354406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1354404.500000 Penalty: 3114.409912
	Iteration 26Q: 3 clusters Score -1354404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1354406.500000 Penalty: 3114.409912
	Iteration 27Q: 3 clusters Score -1354406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1354407.875000 Penalty: 3114.409912
	Iteration 28Q: 3 clusters Score -1354408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1354411.125000 Penalty: 3114.409912
	Iteration 29Q: 3 clusters Score -1354411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1354409.125000 Penalty: 3114.409912
	Iteration 30Q: 3 clusters Score -1354409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1354411.250000 Penalty: 3114.409912
	Iteration 31Q: 3 clusters Score -1354411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1354411.375000 Penalty: 3114.409912
	Iteration 32Q: 3 clusters Score -1354411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1354412.750000 Penalty: 3114.409912
	Iteration 33Q: 3 clusters Score -1354413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1354414.250000 Penalty: 3114.409912
	Iteration 34Q: 3 clusters Score -1354414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1354413.125000 Penalty: 3114.409912
	Iteration 35Q: 3 clusters Score -1354413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1354416.875000 Penalty: 3114.409912
	Iteration 36Q: 3 clusters Score -1354417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1354416.375000 Penalty: 3114.409912
	Iteration 37Q: 3 clusters Score -1354416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1354417.500000 Penalty: 3114.409912
	Iteration 38Q: 3 clusters Score -1354418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1354419.875000 Penalty: 3114.409912
	Iteration 39Q: 3 clusters Score -1354420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1354417.875000 Penalty: 3114.409912
	Iteration 40F: 3 clusters Score -1354418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1354418.750000 Penalty: 3114.409912
	Iteration 41Q: 3 clusters Score -1354419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1354420.750000 Penalty: 3114.409912
	Iteration 42Q: 3 clusters Score -1354421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1354426.000000 Penalty: 3114.409912
	Iteration 43Q: 3 clusters Score -1354426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1354431.125000 Penalty: 3114.409912
	Iteration 44Q: 3 clusters Score -1354431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1354432.250000 Penalty: 3114.409912
	Iteration 45Q: 3 clusters Score -1354432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1354441.125000 Penalty: 3114.409912
	Iteration 46Q: 3 clusters Score -1354441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1354438.125000 Penalty: 3114.409912
	Iteration 47Q: 3 clusters Score -1354438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1354442.125000 Penalty: 3114.409912
	Iteration 48Q: 3 clusters Score -1354442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1354442.625000 Penalty: 3114.409912
	Iteration 49Q: 3 clusters Score -1354443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1354445.625000 Penalty: 3114.409912
	Iteration 50Q: 3 clusters Score -1354446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1354447.000000 Penalty: 3114.409912
	Iteration 51Q: 3 clusters Score -1354447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1354448.375000 Penalty: 3114.409912
	Iteration 52Q: 3 clusters Score -1354448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1354448.375000 Penalty: 3114.409912
	Iteration 53Q: 3 clusters Score -1354448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1354449.375000 Penalty: 3114.409912
	Iteration 54Q: 3 clusters Score -1354449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1354449.000000 Penalty: 3114.409912
	Iteration 55Q: 3 clusters Score -1354449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1354447.125000 Penalty: 3114.409912
	Iteration 56Q: 3 clusters Score -1354447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1354445.375000 Penalty: 3114.409912
	Iteration 57Q: 3 clusters Score -1354445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1354447.000000 Penalty: 3114.409912
	Iteration 58Q: 3 clusters Score -1354447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1354446.625000 Penalty: 3114.409912
	Iteration 59Q: 3 clusters Score -1354447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1354446.625000 Penalty: 3114.409912
	Iteration 60F: 3 clusters Score -1354447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -82474.070312 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -82474.07 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 511 members 
Entering Unmasked Estep 
Score: -81043.359375 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -81043.36 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81278.039062 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -81278.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81338.539062 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -81338.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81364.859375 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -81364.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -81379.250000 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -81379.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -81386.343750 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -81386.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -81395.109375 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -81395.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -81397.375000 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -81397.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -81399.320312 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -81399.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -81400.406250 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -81400.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -81400.406250 Penalty: 2238.786133
	Iteration 10F: 3 clusters Score -81400.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -94051.265625 Penalty: 1147.187866
	Iteration 0F: 2 clusters Score -94051.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92556.320312 Penalty: 2294.375732
	Iteration 0F: 3 clusters Score -92556.32 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -93068.539062 Penalty: 2294.375732
	Iteration 1F: 3 clusters Score -93068.54 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -93241.359375 Penalty: 2294.375732
	Iteration 2F: 3 clusters Score -93241.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -93331.921875 Penalty: 2294.375732
	Iteration 3F: 3 clusters Score -93331.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -93385.890625 Penalty: 2294.375732
	Iteration 4Q: 3 clusters Score -93385.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -93431.140625 Penalty: 2294.375732
	Iteration 5Q: 3 clusters Score -93431.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93469.132812 Penalty: 2294.375732
	Iteration 6Q: 3 clusters Score -93469.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -93496.703125 Penalty: 2294.375732
	Iteration 7Q: 3 clusters Score -93496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -93514.757812 Penalty: 2294.375732
	Iteration 8Q: 3 clusters Score -93514.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -93531.484375 Penalty: 2294.375732
	Iteration 9Q: 3 clusters Score -93531.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -93537.585938 Penalty: 2294.375732
	Iteration 10Q: 3 clusters Score -93537.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -93544.562500 Penalty: 2294.375732
	Iteration 11Q: 3 clusters Score -93544.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -93549.640625 Penalty: 2294.375732
	Iteration 12Q: 3 clusters Score -93549.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -93551.617188 Penalty: 2294.375732
	Iteration 13Q: 3 clusters Score -93551.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -93552.531250 Penalty: 2294.375732
	Iteration 14Q: 3 clusters Score -93552.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -93552.531250 Penalty: 2294.375732
	Iteration 15F: 3 clusters Score -93552.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Entering Unmasked Estep 
Score: -2030840.750000 Penalty: 1628.478149
	Iteration 0F: 2 clusters Score -2030841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2015581.750000 Penalty: 3256.956299
	Iteration 0F: 3 clusters Score -2015582 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2021126.750000 Penalty: 3256.956299
	Iteration 1F: 3 clusters Score -2021127 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2021449.125000 Penalty: 3256.956299
	Iteration 2Q: 3 clusters Score -2021449 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2021732.625000 Penalty: 3256.956299
	Iteration 3Q: 3 clusters Score -2021733 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2022074.875000 Penalty: 3256.956299
	Iteration 4Q: 3 clusters Score -2022075 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2022528.625000 Penalty: 3256.956299
	Iteration 5Q: 3 clusters Score -2022529 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2023210.250000 Penalty: 3256.956299
	Iteration 6F: 3 clusters Score -2023210 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2024234.000000 Penalty: 3256.956299
	Iteration 7F: 3 clusters Score -2024234 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2025458.375000 Penalty: 3256.956299
	Iteration 8F: 3 clusters Score -2025458 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2026705.625000 Penalty: 3256.956299
	Iteration 9F: 3 clusters Score -2026706 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2027772.000000 Penalty: 3256.956299
	Iteration 10F: 3 clusters Score -2027772 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2028480.750000 Penalty: 3256.956299
	Iteration 11Q: 3 clusters Score -2028481 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2028897.625000 Penalty: 3256.956299
	Iteration 12Q: 3 clusters Score -2028898 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2029101.500000 Penalty: 3256.956299
	Iteration 13Q: 3 clusters Score -2029102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2029222.250000 Penalty: 3256.956299
	Iteration 14Q: 3 clusters Score -2029222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2029294.000000 Penalty: 3256.956299
	Iteration 15Q: 3 clusters Score -2029294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2029323.625000 Penalty: 3256.956299
	Iteration 16Q: 3 clusters Score -2029324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2029335.625000 Penalty: 3256.956299
	Iteration 17Q: 3 clusters Score -2029336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2029347.875000 Penalty: 3256.956299
	Iteration 18Q: 3 clusters Score -2029348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2029355.500000 Penalty: 3256.956299
	Iteration 19Q: 3 clusters Score -2029356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2029365.375000 Penalty: 3256.956299
	Iteration 20F: 3 clusters Score -2029365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2029371.375000 Penalty: 3256.956299
	Iteration 21Q: 3 clusters Score -2029371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2029375.625000 Penalty: 3256.956299
	Iteration 22Q: 3 clusters Score -2029376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2029375.750000 Penalty: 3256.956299
	Iteration 23Q: 3 clusters Score -2029376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2029378.750000 Penalty: 3256.956299
	Iteration 24Q: 3 clusters Score -2029379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2029379.500000 Penalty: 3256.956299
	Iteration 25Q: 3 clusters Score -2029380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2029379.750000 Penalty: 3256.956299
	Iteration 26Q: 3 clusters Score -2029380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2029382.125000 Penalty: 3256.956299
	Iteration 27Q: 3 clusters Score -2029382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2029388.750000 Penalty: 3256.956299
	Iteration 28Q: 3 clusters Score -2029389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2029390.500000 Penalty: 3256.956299
	Iteration 29Q: 3 clusters Score -2029390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2029391.875000 Penalty: 3256.956299
	Iteration 30Q: 3 clusters Score -2029392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2029394.000000 Penalty: 3256.956299
	Iteration 31Q: 3 clusters Score -2029394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2029394.000000 Penalty: 3256.956299
	Iteration 32F: 3 clusters Score -2029394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -186006.937500 Penalty: 1232.442993
	Iteration 0F: 2 clusters Score -186006.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -183910.312500 Penalty: 2464.885986
	Iteration 0F: 3 clusters Score -183910.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -184334.093750 Penalty: 2464.885986
	Iteration 1F: 3 clusters Score -184334.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184407.796875 Penalty: 2464.885986
	Iteration 2F: 3 clusters Score -184407.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -184468.062500 Penalty: 2464.885986
	Iteration 3Q: 3 clusters Score -184468.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -184501.031250 Penalty: 2464.885986
	Iteration 4Q: 3 clusters Score -184501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -184524.875000 Penalty: 2464.885986
	Iteration 5Q: 3 clusters Score -184524.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -184548.812500 Penalty: 2464.885986
	Iteration 6Q: 3 clusters Score -184548.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184565.984375 Penalty: 2464.885986
	Iteration 7Q: 3 clusters Score -184566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184581.328125 Penalty: 2464.885986
	Iteration 8Q: 3 clusters Score -184581.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -184590.703125 Penalty: 2464.885986
	Iteration 9Q: 3 clusters Score -184590.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -184599.031250 Penalty: 2464.885986
	Iteration 10Q: 3 clusters Score -184599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -184607.734375 Penalty: 2464.885986
	Iteration 11Q: 3 clusters Score -184607.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -184613.390625 Penalty: 2464.885986
	Iteration 12Q: 3 clusters Score -184613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -184616.734375 Penalty: 2464.885986
	Iteration 13Q: 3 clusters Score -184616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -184618.906250 Penalty: 2464.885986
	Iteration 14Q: 3 clusters Score -184618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -184620.234375 Penalty: 2464.885986
	Iteration 15Q: 3 clusters Score -184620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -184621.000000 Penalty: 2464.885986
	Iteration 16Q: 3 clusters Score -184621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -184621.000000 Penalty: 2464.885986
	Iteration 17F: 3 clusters Score -184621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Entering Unmasked Estep 
Score: -5516651.500000 Penalty: 1785.129395
	Iteration 0F: 2 clusters Score -5516652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -5476971.500000 Penalty: 3570.258789
	Iteration 0F: 3 clusters Score -5476972 nChanged 28033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -5493216.500000 Penalty: 3570.258789
	Iteration 1F: 3 clusters Score -5493216 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -5494103.500000 Penalty: 3570.258789
	Iteration 2Q: 3 clusters Score -5494104 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -5495251.000000 Penalty: 3570.258789
	Iteration 3Q: 3 clusters Score -5495251 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5496550.500000 Penalty: 3570.258789
	Iteration 4Q: 3 clusters Score -5496550 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5497829.500000 Penalty: 3570.258789
	Iteration 5Q: 3 clusters Score -5497830 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -5499222.000000 Penalty: 3570.258789
	Iteration 6Q: 3 clusters Score -5499222 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -5500523.500000 Penalty: 3570.258789
	Iteration 7Q: 3 clusters Score -5500524 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -5501882.500000 Penalty: 3570.258789
	Iteration 8Q: 3 clusters Score -5501882 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5503360.500000 Penalty: 3570.258789
	Iteration 9Q: 3 clusters Score -5503360 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5504923.500000 Penalty: 3570.258789
	Iteration 10Q: 3 clusters Score -5504924 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -5506251.000000 Penalty: 3570.258789
	Iteration 11Q: 3 clusters Score -5506251 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5507193.000000 Penalty: 3570.258789
	Iteration 12Q: 3 clusters Score -5507193 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5507751.000000 Penalty: 3570.258789
	Iteration 13Q: 3 clusters Score -5507751 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5508053.000000 Penalty: 3570.258789
	Iteration 14Q: 3 clusters Score -5508053 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5508258.500000 Penalty: 3570.258789
	Iteration 15Q: 3 clusters Score -5508258 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5508404.000000 Penalty: 3570.258789
	Iteration 16Q: 3 clusters Score -5508404 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5508565.500000 Penalty: 3570.258789
	Iteration 17Q: 3 clusters Score -5508566 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5508702.000000 Penalty: 3570.258789
	Iteration 18Q: 3 clusters Score -5508702 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5508834.000000 Penalty: 3570.258789
	Iteration 19Q: 3 clusters Score -5508834 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -5508938.500000 Penalty: 3570.258789
	Iteration 20F: 3 clusters Score -5508938 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -5509094.000000 Penalty: 3570.258789
	Iteration 21Q: 3 clusters Score -5509094 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5509247.500000 Penalty: 3570.258789
	Iteration 22Q: 3 clusters Score -5509248 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5509445.000000 Penalty: 3570.258789
	Iteration 23Q: 3 clusters Score -5509445 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -5509603.000000 Penalty: 3570.258789
	Iteration 24Q: 3 clusters Score -5509603 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -5509801.000000 Penalty: 3570.258789
	Iteration 25Q: 3 clusters Score -5509801 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -5509943.000000 Penalty: 3570.258789
	Iteration 26Q: 3 clusters Score -5509943 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -5510143.000000 Penalty: 3570.258789
	Iteration 27Q: 3 clusters Score -5510143 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -5510333.000000 Penalty: 3570.258789
	Iteration 28Q: 3 clusters Score -5510333 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -5510513.500000 Penalty: 3570.258789
	Iteration 29Q: 3 clusters Score -5510514 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -5510687.500000 Penalty: 3570.258789
	Iteration 30Q: 3 clusters Score -5510688 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -5510880.000000 Penalty: 3570.258789
	Iteration 31Q: 3 clusters Score -5510880 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -5511065.500000 Penalty: 3570.258789
	Iteration 32Q: 3 clusters Score -5511066 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5511291.500000 Penalty: 3570.258789
	Iteration 33Q: 3 clusters Score -5511292 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5511511.500000 Penalty: 3570.258789
	Iteration 34Q: 3 clusters Score -5511512 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -5511748.000000 Penalty: 3570.258789
	Iteration 35Q: 3 clusters Score -5511748 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -5511987.000000 Penalty: 3570.258789
	Iteration 36Q: 3 clusters Score -5511987 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5512221.500000 Penalty: 3570.258789
	Iteration 37Q: 3 clusters Score -5512222 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -5512459.500000 Penalty: 3570.258789
	Iteration 38Q: 3 clusters Score -5512460 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5512735.500000 Penalty: 3570.258789
	Iteration 39Q: 3 clusters Score -5512736 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5513034.500000 Penalty: 3570.258789
	Iteration 40F: 3 clusters Score -5513034 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5513301.000000 Penalty: 3570.258789
	Iteration 41Q: 3 clusters Score -5513301 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5513550.000000 Penalty: 3570.258789
	Iteration 42Q: 3 clusters Score -5513550 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5513845.000000 Penalty: 3570.258789
	Iteration 43Q: 3 clusters Score -5513845 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5514104.500000 Penalty: 3570.258789
	Iteration 44Q: 3 clusters Score -5514104 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5514309.500000 Penalty: 3570.258789
	Iteration 45Q: 3 clusters Score -5514310 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5514480.000000 Penalty: 3570.258789
	Iteration 46Q: 3 clusters Score -5514480 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5514594.000000 Penalty: 3570.258789
	Iteration 47Q: 3 clusters Score -5514594 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5514693.000000 Penalty: 3570.258789
	Iteration 48Q: 3 clusters Score -5514693 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5514784.000000 Penalty: 3570.258789
	Iteration 49Q: 3 clusters Score -5514784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5514827.000000 Penalty: 3570.258789
	Iteration 50Q: 3 clusters Score -5514827 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5514885.000000 Penalty: 3570.258789
	Iteration 51Q: 3 clusters Score -5514885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5514916.000000 Penalty: 3570.258789
	Iteration 52Q: 3 clusters Score -5514916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5514940.000000 Penalty: 3570.258789
	Iteration 53Q: 3 clusters Score -5514940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5514960.000000 Penalty: 3570.258789
	Iteration 54Q: 3 clusters Score -5514960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5514981.500000 Penalty: 3570.258789
	Iteration 55Q: 3 clusters Score -5514982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5515002.500000 Penalty: 3570.258789
	Iteration 56Q: 3 clusters Score -5515002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5515011.000000 Penalty: 3570.258789
	Iteration 57Q: 3 clusters Score -5515011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5515023.000000 Penalty: 3570.258789
	Iteration 58Q: 3 clusters Score -5515023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5515031.000000 Penalty: 3570.258789
	Iteration 59Q: 3 clusters Score -5515031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5515045.500000 Penalty: 3570.258789
	Iteration 60F: 3 clusters Score -5515046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5515055.500000 Penalty: 3570.258789
	Iteration 61Q: 3 clusters Score -5515056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5515067.000000 Penalty: 3570.258789
	Iteration 62Q: 3 clusters Score -5515067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5515073.000000 Penalty: 3570.258789
	Iteration 63Q: 3 clusters Score -5515073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5515085.500000 Penalty: 3570.258789
	Iteration 64Q: 3 clusters Score -5515086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5515091.000000 Penalty: 3570.258789
	Iteration 65Q: 3 clusters Score -5515091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5515096.000000 Penalty: 3570.258789
	Iteration 66Q: 3 clusters Score -5515096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5515103.500000 Penalty: 3570.258789
	Iteration 67Q: 3 clusters Score -5515104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5515106.500000 Penalty: 3570.258789
	Iteration 68Q: 3 clusters Score -5515106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5515109.000000 Penalty: 3570.258789
	Iteration 69Q: 3 clusters Score -5515109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5515106.000000 Penalty: 3570.258789
	Iteration 70Q: 3 clusters Score -5515106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5515109.500000 Penalty: 3570.258789
	Iteration 71Q: 3 clusters Score -5515110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5515108.000000 Penalty: 3570.258789
	Iteration 72Q: 3 clusters Score -5515108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5515110.500000 Penalty: 3570.258789
	Iteration 73Q: 3 clusters Score -5515110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5515113.000000 Penalty: 3570.258789
	Iteration 74Q: 3 clusters Score -5515113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5515115.000000 Penalty: 3570.258789
	Iteration 75Q: 3 clusters Score -5515115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5515118.000000 Penalty: 3570.258789
	Iteration 76Q: 3 clusters Score -5515118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5515114.500000 Penalty: 3570.258789
	Iteration 77Q: 3 clusters Score -5515114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5515115.000000 Penalty: 3570.258789
	Iteration 78Q: 3 clusters Score -5515115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5515115.000000 Penalty: 3570.258789
	Iteration 79F: 3 clusters Score -5515115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Entering Unmasked Estep 
Score: -3416864.000000 Penalty: 1707.495850
	Iteration 0F: 2 clusters Score -3416864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3392228.750000 Penalty: 3414.991699
	Iteration 0F: 3 clusters Score -3392229 nChanged 17026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3401894.500000 Penalty: 3414.991699
	Iteration 1F: 3 clusters Score -3401894 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3402359.500000 Penalty: 3414.991699
	Iteration 2Q: 3 clusters Score -3402360 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3402769.000000 Penalty: 3414.991699
	Iteration 3Q: 3 clusters Score -3402769 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3403208.000000 Penalty: 3414.991699
	Iteration 4Q: 3 clusters Score -3403208 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3403731.250000 Penalty: 3414.991699
	Iteration 5Q: 3 clusters Score -3403731 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3404407.000000 Penalty: 3414.991699
	Iteration 6Q: 3 clusters Score -3404407 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3405508.250000 Penalty: 3414.991699
	Iteration 7F: 3 clusters Score -3405508 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3407024.000000 Penalty: 3414.991699
	Iteration 8F: 3 clusters Score -3407024 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3408939.000000 Penalty: 3414.991699
	Iteration 9F: 3 clusters Score -3408939 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3410843.250000 Penalty: 3414.991699
	Iteration 10F: 3 clusters Score -3410843 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3412385.750000 Penalty: 3414.991699
	Iteration 11Q: 3 clusters Score -3412386 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -3413486.500000 Penalty: 3414.991699
	Iteration 12Q: 3 clusters Score -3413486 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -3414228.750000 Penalty: 3414.991699
	Iteration 13Q: 3 clusters Score -3414229 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -3414685.000000 Penalty: 3414.991699
	Iteration 14Q: 3 clusters Score -3414685 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3414981.500000 Penalty: 3414.991699
	Iteration 15Q: 3 clusters Score -3414982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3415137.750000 Penalty: 3414.991699
	Iteration 16Q: 3 clusters Score -3415138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -3415220.000000 Penalty: 3414.991699
	Iteration 17Q: 3 clusters Score -3415220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3415282.500000 Penalty: 3414.991699
	Iteration 18Q: 3 clusters Score -3415282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3415309.000000 Penalty: 3414.991699
	Iteration 19Q: 3 clusters Score -3415309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -3415350.750000 Penalty: 3414.991699
	Iteration 20F: 3 clusters Score -3415351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -3415357.000000 Penalty: 3414.991699
	Iteration 21Q: 3 clusters Score -3415357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -3415365.000000 Penalty: 3414.991699
	Iteration 22Q: 3 clusters Score -3415365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -3415371.500000 Penalty: 3414.991699
	Iteration 23Q: 3 clusters Score -3415372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -3415378.250000 Penalty: 3414.991699
	Iteration 24Q: 3 clusters Score -3415378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -3415385.250000 Penalty: 3414.991699
	Iteration 25Q: 3 clusters Score -3415385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -3415388.500000 Penalty: 3414.991699
	Iteration 26Q: 3 clusters Score -3415388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3415387.500000 Penalty: 3414.991699
	Iteration 27Q: 3 clusters Score -3415388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3415387.500000 Penalty: 3414.991699
	Iteration 28F: 3 clusters Score -3415388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Entering Unmasked Estep 
Score: -1207372.625000 Penalty: 1536.222900
	Iteration 0F: 2 clusters Score -1207373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1198366.750000 Penalty: 3072.445801
	Iteration 0F: 3 clusters Score -1198367 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1201319.500000 Penalty: 3072.445801
	Iteration 1F: 3 clusters Score -1201320 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1201556.125000 Penalty: 3072.445801
	Iteration 2F: 3 clusters Score -1201556 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1201778.125000 Penalty: 3072.445801
	Iteration 3Q: 3 clusters Score -1201778 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1201971.625000 Penalty: 3072.445801
	Iteration 4Q: 3 clusters Score -1201972 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1202176.875000 Penalty: 3072.445801
	Iteration 5Q: 3 clusters Score -1202177 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1202354.625000 Penalty: 3072.445801
	Iteration 6Q: 3 clusters Score -1202355 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1202540.875000 Penalty: 3072.445801
	Iteration 7Q: 3 clusters Score -1202541 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1202798.250000 Penalty: 3072.445801
	Iteration 8Q: 3 clusters Score -1202798 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1203175.875000 Penalty: 3072.445801
	Iteration 9Q: 3 clusters Score -1203176 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1203610.000000 Penalty: 3072.445801
	Iteration 10Q: 3 clusters Score -1203610 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1204057.875000 Penalty: 3072.445801
	Iteration 11Q: 3 clusters Score -1204058 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1204510.250000 Penalty: 3072.445801
	Iteration 12Q: 3 clusters Score -1204510 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1204923.875000 Penalty: 3072.445801
	Iteration 13Q: 3 clusters Score -1204924 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1205231.000000 Penalty: 3072.445801
	Iteration 14Q: 3 clusters Score -1205231 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1205481.625000 Penalty: 3072.445801
	Iteration 15Q: 3 clusters Score -1205482 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1205644.250000 Penalty: 3072.445801
	Iteration 16Q: 3 clusters Score -1205644 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1205754.000000 Penalty: 3072.445801
	Iteration 17Q: 3 clusters Score -1205754 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1205847.500000 Penalty: 3072.445801
	Iteration 18Q: 3 clusters Score -1205848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1205909.125000 Penalty: 3072.445801
	Iteration 19Q: 3 clusters Score -1205909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1205957.500000 Penalty: 3072.445801
	Iteration 20F: 3 clusters Score -1205958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1205986.625000 Penalty: 3072.445801
	Iteration 21Q: 3 clusters Score -1205987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1206005.875000 Penalty: 3072.445801
	Iteration 22Q: 3 clusters Score -1206006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1206016.375000 Penalty: 3072.445801
	Iteration 23Q: 3 clusters Score -1206016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1206021.625000 Penalty: 3072.445801
	Iteration 24Q: 3 clusters Score -1206022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1206024.750000 Penalty: 3072.445801
	Iteration 25Q: 3 clusters Score -1206025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1206030.500000 Penalty: 3072.445801
	Iteration 26Q: 3 clusters Score -1206030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1206032.875000 Penalty: 3072.445801
	Iteration 27Q: 3 clusters Score -1206033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1206035.750000 Penalty: 3072.445801
	Iteration 28Q: 3 clusters Score -1206036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1206036.750000 Penalty: 3072.445801
	Iteration 29Q: 3 clusters Score -1206037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1206037.000000 Penalty: 3072.445801
	Iteration 30Q: 3 clusters Score -1206037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1206042.125000 Penalty: 3072.445801
	Iteration 31Q: 3 clusters Score -1206042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1206042.375000 Penalty: 3072.445801
	Iteration 32Q: 3 clusters Score -1206042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1206043.125000 Penalty: 3072.445801
	Iteration 33Q: 3 clusters Score -1206043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1206046.375000 Penalty: 3072.445801
	Iteration 34Q: 3 clusters Score -1206046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1206047.750000 Penalty: 3072.445801
	Iteration 35Q: 3 clusters Score -1206048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1206048.750000 Penalty: 3072.445801
	Iteration 36Q: 3 clusters Score -1206049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1206050.500000 Penalty: 3072.445801
	Iteration 37Q: 3 clusters Score -1206050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1206049.750000 Penalty: 3072.445801
	Iteration 38Q: 3 clusters Score -1206050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1206049.750000 Penalty: 3072.445801
	Iteration 39F: 3 clusters Score -1206050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Entering Unmasked Estep 
Score: -2023974.250000 Penalty: 1621.950806
	Iteration 0F: 2 clusters Score -2023974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2009334.125000 Penalty: 3243.901611
	Iteration 0F: 3 clusters Score -2009334 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2014743.125000 Penalty: 3243.901611
	Iteration 1F: 3 clusters Score -2014743 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2015099.625000 Penalty: 3243.901611
	Iteration 2Q: 3 clusters Score -2015100 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2015435.375000 Penalty: 3243.901611
	Iteration 3Q: 3 clusters Score -2015435 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2015837.000000 Penalty: 3243.901611
	Iteration 4Q: 3 clusters Score -2015837 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2016469.250000 Penalty: 3243.901611
	Iteration 5Q: 3 clusters Score -2016469 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2017335.125000 Penalty: 3243.901611
	Iteration 6F: 3 clusters Score -2017335 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2018347.750000 Penalty: 3243.901611
	Iteration 7F: 3 clusters Score -2018348 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2019463.000000 Penalty: 3243.901611
	Iteration 8F: 3 clusters Score -2019463 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2020584.875000 Penalty: 3243.901611
	Iteration 9F: 3 clusters Score -2020585 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2021360.000000 Penalty: 3243.901611
	Iteration 10F: 3 clusters Score -2021360 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2021684.000000 Penalty: 3243.901611
	Iteration 11Q: 3 clusters Score -2021684 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2021828.750000 Penalty: 3243.901611
	Iteration 12Q: 3 clusters Score -2021829 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2021929.125000 Penalty: 3243.901611
	Iteration 13Q: 3 clusters Score -2021929 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2022000.625000 Penalty: 3243.901611
	Iteration 14Q: 3 clusters Score -2022001 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2022077.875000 Penalty: 3243.901611
	Iteration 15Q: 3 clusters Score -2022078 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2022140.875000 Penalty: 3243.901611
	Iteration 16Q: 3 clusters Score -2022141 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2022195.250000 Penalty: 3243.901611
	Iteration 17Q: 3 clusters Score -2022195 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2022251.750000 Penalty: 3243.901611
	Iteration 18Q: 3 clusters Score -2022252 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2022295.750000 Penalty: 3243.901611
	Iteration 19Q: 3 clusters Score -2022296 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2022339.875000 Penalty: 3243.901611
	Iteration 20F: 3 clusters Score -2022340 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2022385.000000 Penalty: 3243.901611
	Iteration 21Q: 3 clusters Score -2022385 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2022420.500000 Penalty: 3243.901611
	Iteration 22Q: 3 clusters Score -2022420 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2022450.000000 Penalty: 3243.901611
	Iteration 23Q: 3 clusters Score -2022450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2022491.125000 Penalty: 3243.901611
	Iteration 24Q: 3 clusters Score -2022491 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2022528.875000 Penalty: 3243.901611
	Iteration 25Q: 3 clusters Score -2022529 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2022574.625000 Penalty: 3243.901611
	Iteration 26Q: 3 clusters Score -2022575 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2022612.750000 Penalty: 3243.901611
	Iteration 27Q: 3 clusters Score -2022613 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2022654.250000 Penalty: 3243.901611
	Iteration 28Q: 3 clusters Score -2022654 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2022692.125000 Penalty: 3243.901611
	Iteration 29Q: 3 clusters Score -2022692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2022714.750000 Penalty: 3243.901611
	Iteration 30Q: 3 clusters Score -2022715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2022733.000000 Penalty: 3243.901611
	Iteration 31Q: 3 clusters Score -2022733 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2022739.250000 Penalty: 3243.901611
	Iteration 32Q: 3 clusters Score -2022739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2022757.250000 Penalty: 3243.901611
	Iteration 33Q: 3 clusters Score -2022757 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2022771.750000 Penalty: 3243.901611
	Iteration 34Q: 3 clusters Score -2022772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2022792.000000 Penalty: 3243.901611
	Iteration 35Q: 3 clusters Score -2022792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2022807.625000 Penalty: 3243.901611
	Iteration 36Q: 3 clusters Score -2022808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2022826.125000 Penalty: 3243.901611
	Iteration 37Q: 3 clusters Score -2022826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2022835.125000 Penalty: 3243.901611
	Iteration 38Q: 3 clusters Score -2022835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2022844.250000 Penalty: 3243.901611
	Iteration 39Q: 3 clusters Score -2022844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2022855.125000 Penalty: 3243.901611
	Iteration 40F: 3 clusters Score -2022855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2022863.375000 Penalty: 3243.901611
	Iteration 41Q: 3 clusters Score -2022863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2022869.125000 Penalty: 3243.901611
	Iteration 42Q: 3 clusters Score -2022869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2022875.125000 Penalty: 3243.901611
	Iteration 43Q: 3 clusters Score -2022875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2022880.250000 Penalty: 3243.901611
	Iteration 44Q: 3 clusters Score -2022880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2022890.375000 Penalty: 3243.901611
	Iteration 45Q: 3 clusters Score -2022890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2022899.875000 Penalty: 3243.901611
	Iteration 46Q: 3 clusters Score -2022900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2022907.375000 Penalty: 3243.901611
	Iteration 47Q: 3 clusters Score -2022907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2022915.750000 Penalty: 3243.901611
	Iteration 48Q: 3 clusters Score -2022916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2022920.500000 Penalty: 3243.901611
	Iteration 49Q: 3 clusters Score -2022920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2022926.500000 Penalty: 3243.901611
	Iteration 50Q: 3 clusters Score -2022926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2022938.375000 Penalty: 3243.901611
	Iteration 51Q: 3 clusters Score -2022938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2022948.375000 Penalty: 3243.901611
	Iteration 52Q: 3 clusters Score -2022948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2022954.375000 Penalty: 3243.901611
	Iteration 53Q: 3 clusters Score -2022954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2022959.875000 Penalty: 3243.901611
	Iteration 54Q: 3 clusters Score -2022960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2022962.875000 Penalty: 3243.901611
	Iteration 55Q: 3 clusters Score -2022963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2022970.125000 Penalty: 3243.901611
	Iteration 56Q: 3 clusters Score -2022970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2022974.000000 Penalty: 3243.901611
	Iteration 57Q: 3 clusters Score -2022974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2022976.875000 Penalty: 3243.901611
	Iteration 58Q: 3 clusters Score -2022977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2022982.625000 Penalty: 3243.901611
	Iteration 59Q: 3 clusters Score -2022983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2022979.750000 Penalty: 3243.901611
	Iteration 60F: 3 clusters Score -2022980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2022988.875000 Penalty: 3243.901611
	Iteration 61Q: 3 clusters Score -2022989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2022993.000000 Penalty: 3243.901611
	Iteration 62Q: 3 clusters Score -2022993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2022999.500000 Penalty: 3243.901611
	Iteration 63Q: 3 clusters Score -2023000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2023007.750000 Penalty: 3243.901611
	Iteration 64Q: 3 clusters Score -2023008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2023012.500000 Penalty: 3243.901611
	Iteration 65Q: 3 clusters Score -2023012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2023010.500000 Penalty: 3243.901611
	Iteration 66Q: 3 clusters Score -2023010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2023017.000000 Penalty: 3243.901611
	Iteration 67Q: 3 clusters Score -2023017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2023015.375000 Penalty: 3243.901611
	Iteration 68Q: 3 clusters Score -2023015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2023019.125000 Penalty: 3243.901611
	Iteration 69Q: 3 clusters Score -2023019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2023017.750000 Penalty: 3243.901611
	Iteration 70Q: 3 clusters Score -2023018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2023022.875000 Penalty: 3243.901611
	Iteration 71Q: 3 clusters Score -2023023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2023023.500000 Penalty: 3243.901611
	Iteration 72Q: 3 clusters Score -2023024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2023028.625000 Penalty: 3243.901611
	Iteration 73Q: 3 clusters Score -2023029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2023029.500000 Penalty: 3243.901611
	Iteration 74Q: 3 clusters Score -2023030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2023032.625000 Penalty: 3243.901611
	Iteration 75Q: 3 clusters Score -2023033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2023033.250000 Penalty: 3243.901611
	Iteration 76Q: 3 clusters Score -2023033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2023032.750000 Penalty: 3243.901611
	Iteration 77Q: 3 clusters Score -2023033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2023034.500000 Penalty: 3243.901611
	Iteration 78Q: 3 clusters Score -2023034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2023033.250000 Penalty: 3243.901611
	Iteration 79Q: 3 clusters Score -2023033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2023033.250000 Penalty: 3243.901611
	Iteration 80F: 3 clusters Score -2023033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2023034.250000 Penalty: 3243.901611
	Iteration 81Q: 3 clusters Score -2023034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2023034.250000 Penalty: 3243.901611
	Iteration 82F: 3 clusters Score -2023034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 42735 members 
Mstep: Class 3 contains 27409 members 
Mstep: Class 4 contains 314425 members 
Mstep: Class 5 contains 40936 members 
Mstep: Class 6 contains 14513 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 10 contains 22503 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 18 contains 59007 members 
Mstep: Class 19 contains 36595 members 
Mstep: Class 23 contains 12755 members 
Mstep: Class 24 contains 21617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544252.000000 Penalty: 30277.972656
Iteration 279Q: 15 clusters Score -5.454425e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42732 members 
Mstep: Class 3 contains 27412 members 
Mstep: Class 4 contains 314442 members 
Mstep: Class 5 contains 40944 members 
Mstep: Class 6 contains 14512 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 10 contains 22503 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 18 contains 59005 members 
Mstep: Class 19 contains 36587 members 
Mstep: Class 23 contains 12745 members 
Mstep: Class 24 contains 21615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544248.000000 Penalty: 30277.972656
Iteration 280F: 15 clusters Score -5.454425e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42732 members 
Mstep: Class 3 contains 27416 members 
Mstep: Class 4 contains 314452 members 
Mstep: Class 5 contains 40953 members 
Mstep: Class 6 contains 14509 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 10 contains 22504 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 18 contains 59001 members 
Mstep: Class 19 contains 36581 members 
Mstep: Class 23 contains 12741 members 
Mstep: Class 24 contains 21610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544252.000000 Penalty: 30277.972656
Iteration 281Q: 15 clusters Score -5.454425e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42733 members 
Mstep: Class 3 contains 27419 members 
Mstep: Class 4 contains 314464 members 
Mstep: Class 5 contains 40955 members 
Mstep: Class 6 contains 14509 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 10 contains 22505 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 18 contains 59001 members 
Mstep: Class 19 contains 36576 members 
Mstep: Class 23 contains 12733 members 
Mstep: Class 24 contains 21606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544312.000000 Penalty: 30277.972656
Iteration 282Q: 15 clusters Score -5.454431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42734 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 314472 members 
Mstep: Class 5 contains 40958 members 
Mstep: Class 6 contains 14508 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58997 members 
Mstep: Class 19 contains 36571 members 
Mstep: Class 23 contains 12729 members 
Mstep: Class 24 contains 21602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544276.000000 Penalty: 30277.972656
Iteration 283Q: 15 clusters Score -5.454428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42732 members 
Mstep: Class 3 contains 27425 members 
Mstep: Class 4 contains 314482 members 
Mstep: Class 5 contains 40963 members 
Mstep: Class 6 contains 14506 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22506 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58994 members 
Mstep: Class 19 contains 36569 members 
Mstep: Class 23 contains 12723 members 
Mstep: Class 24 contains 21601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544308.000000 Penalty: 30277.972656
Iteration 284Q: 15 clusters Score -5.454431e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42729 members 
Mstep: Class 3 contains 27426 members 
Mstep: Class 4 contains 314494 members 
Mstep: Class 5 contains 40967 members 
Mstep: Class 6 contains 14505 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22505 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58992 members 
Mstep: Class 19 contains 36569 members 
Mstep: Class 23 contains 12713 members 
Mstep: Class 24 contains 21601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544340.000000 Penalty: 30277.972656
Iteration 285Q: 15 clusters Score -5.454434e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42727 members 
Mstep: Class 3 contains 27428 members 
Mstep: Class 4 contains 314501 members 
Mstep: Class 5 contains 40969 members 
Mstep: Class 6 contains 14504 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22506 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58991 members 
Mstep: Class 19 contains 36571 members 
Mstep: Class 23 contains 12702 members 
Mstep: Class 24 contains 21602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544356.000000 Penalty: 30277.972656
Iteration 286Q: 15 clusters Score -5.454436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42727 members 
Mstep: Class 3 contains 27429 members 
Mstep: Class 4 contains 314512 members 
Mstep: Class 5 contains 40970 members 
Mstep: Class 6 contains 14501 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58987 members 
Mstep: Class 19 contains 36572 members 
Mstep: Class 23 contains 12695 members 
Mstep: Class 24 contains 21601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544304.000000 Penalty: 30277.972656
Iteration 287Q: 15 clusters Score -5.45443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42728 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 314519 members 
Mstep: Class 5 contains 40970 members 
Mstep: Class 6 contains 14500 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58987 members 
Mstep: Class 19 contains 36572 members 
Mstep: Class 23 contains 12691 members 
Mstep: Class 24 contains 21597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544344.000000 Penalty: 30277.972656
Iteration 288Q: 15 clusters Score -5.454434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42728 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 314527 members 
Mstep: Class 5 contains 40970 members 
Mstep: Class 6 contains 14499 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22508 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58984 members 
Mstep: Class 19 contains 36572 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 21595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544280.000000 Penalty: 30277.972656
Iteration 289Q: 15 clusters Score -5.454428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42728 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 314525 members 
Mstep: Class 5 contains 40971 members 
Mstep: Class 6 contains 14498 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58985 members 
Mstep: Class 19 contains 36572 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 21595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544280.000000 Penalty: 30277.972656
Iteration 290Q: 15 clusters Score -5.454428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42727 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 314528 members 
Mstep: Class 5 contains 40974 members 
Mstep: Class 6 contains 14498 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58984 members 
Mstep: Class 19 contains 36572 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544264.000000 Penalty: 30277.972656
Iteration 291Q: 15 clusters Score -5.454426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42727 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 314529 members 
Mstep: Class 5 contains 40976 members 
Mstep: Class 6 contains 14498 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58983 members 
Mstep: Class 19 contains 36572 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544256.000000 Penalty: 30277.972656
Iteration 292Q: 15 clusters Score -5.454426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42727 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 314526 members 
Mstep: Class 5 contains 40979 members 
Mstep: Class 6 contains 14498 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58984 members 
Mstep: Class 19 contains 36573 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544268.000000 Penalty: 30277.972656
Iteration 293Q: 15 clusters Score -5.454427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42727 members 
Mstep: Class 3 contains 27438 members 
Mstep: Class 4 contains 314524 members 
Mstep: Class 5 contains 40980 members 
Mstep: Class 6 contains 14498 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58984 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12679 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544284.000000 Penalty: 30277.972656
Iteration 294Q: 15 clusters Score -5.454428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42725 members 
Mstep: Class 3 contains 27440 members 
Mstep: Class 4 contains 314525 members 
Mstep: Class 5 contains 40982 members 
Mstep: Class 6 contains 14497 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58984 members 
Mstep: Class 19 contains 36571 members 
Mstep: Class 23 contains 12676 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544284.000000 Penalty: 30277.972656
Iteration 295Q: 15 clusters Score -5.454428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42725 members 
Mstep: Class 3 contains 27441 members 
Mstep: Class 4 contains 314528 members 
Mstep: Class 5 contains 40984 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58983 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12674 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544272.000000 Penalty: 30277.972656
Iteration 296Q: 15 clusters Score -5.454427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42725 members 
Mstep: Class 3 contains 27446 members 
Mstep: Class 4 contains 314526 members 
Mstep: Class 5 contains 40985 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58982 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12671 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544268.000000 Penalty: 30277.972656
Iteration 297Q: 15 clusters Score -5.454427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42724 members 
Mstep: Class 3 contains 27452 members 
Mstep: Class 4 contains 314525 members 
Mstep: Class 5 contains 40985 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58982 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12667 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544316.000000 Penalty: 30277.972656
Iteration 298Q: 15 clusters Score -5.454432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42725 members 
Mstep: Class 3 contains 27457 members 
Mstep: Class 4 contains 314523 members 
Mstep: Class 5 contains 40985 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58982 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12663 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544296.000000 Penalty: 30277.972656
Iteration 299Q: 15 clusters Score -5.45443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42724 members 
Mstep: Class 3 contains 27466 members 
Mstep: Class 4 contains 314523 members 
Mstep: Class 5 contains 40985 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58982 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12656 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544328.000000 Penalty: 30277.972656
Iteration 300F: 15 clusters Score -5.454433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42723 members 
Mstep: Class 3 contains 27474 members 
Mstep: Class 4 contains 314522 members 
Mstep: Class 5 contains 40986 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22508 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58982 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12651 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544324.000000 Penalty: 30277.972656
Iteration 301Q: 15 clusters Score -5.454432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42721 members 
Mstep: Class 3 contains 27482 members 
Mstep: Class 4 contains 314523 members 
Mstep: Class 5 contains 40986 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22506 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58980 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12648 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544352.000000 Penalty: 30277.972656
Iteration 302Q: 15 clusters Score -5.454435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42721 members 
Mstep: Class 3 contains 27489 members 
Mstep: Class 4 contains 314519 members 
Mstep: Class 5 contains 40989 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22506 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 18 contains 58978 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12645 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544344.000000 Penalty: 30277.972656
Iteration 303Q: 15 clusters Score -5.454434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42721 members 
Mstep: Class 3 contains 27501 members 
Mstep: Class 4 contains 314507 members 
Mstep: Class 5 contains 40994 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22506 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 18 contains 58977 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12643 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544304.000000 Penalty: 30277.972656
Iteration 304Q: 15 clusters Score -5.45443e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42721 members 
Mstep: Class 3 contains 27522 members 
Mstep: Class 4 contains 314488 members 
Mstep: Class 5 contains 40997 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 22506 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 18 contains 58977 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12642 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544276.000000 Penalty: 30277.972656
Iteration 305Q: 15 clusters Score -5.454428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42721 members 
Mstep: Class 3 contains 27540 members 
Mstep: Class 4 contains 314460 members 
Mstep: Class 5 contains 41003 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 18 contains 58977 members 
Mstep: Class 19 contains 36571 members 
Mstep: Class 23 contains 12642 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544352.000000 Penalty: 30277.972656
Iteration 306Q: 15 clusters Score -5.454435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42718 members 
Mstep: Class 3 contains 27554 members 
Mstep: Class 4 contains 314443 members 
Mstep: Class 5 contains 41007 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 18 contains 58977 members 
Mstep: Class 19 contains 36571 members 
Mstep: Class 23 contains 12642 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544348.000000 Penalty: 30277.972656
Iteration 307Q: 15 clusters Score -5.454435e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42718 members 
Mstep: Class 3 contains 27571 members 
Mstep: Class 4 contains 314423 members 
Mstep: Class 5 contains 41012 members 
Mstep: Class 6 contains 14495 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 18 contains 58976 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12642 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544332.000000 Penalty: 30277.972656
Iteration 308Q: 15 clusters Score -5.454433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42718 members 
Mstep: Class 3 contains 27586 members 
Mstep: Class 4 contains 314412 members 
Mstep: Class 5 contains 41015 members 
Mstep: Class 6 contains 14494 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 18 contains 58973 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 23 contains 12642 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544348.000000 Penalty: 30277.972656
Iteration 309Q: 15 clusters Score -5.454435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42718 members 
Mstep: Class 3 contains 27599 members 
Mstep: Class 4 contains 314401 members 
Mstep: Class 5 contains 41020 members 
Mstep: Class 6 contains 14493 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 18 contains 58970 members 
Mstep: Class 19 contains 36569 members 
Mstep: Class 23 contains 12641 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544368.000000 Penalty: 30277.972656
Iteration 310Q: 15 clusters Score -5.454437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42714 members 
Mstep: Class 3 contains 27604 members 
Mstep: Class 4 contains 314400 members 
Mstep: Class 5 contains 41023 members 
Mstep: Class 6 contains 14492 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 18 contains 58968 members 
Mstep: Class 19 contains 36569 members 
Mstep: Class 23 contains 12640 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544332.000000 Penalty: 30277.972656
Iteration 311Q: 15 clusters Score -5.454433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42713 members 
Mstep: Class 3 contains 27608 members 
Mstep: Class 4 contains 314398 members 
Mstep: Class 5 contains 41024 members 
Mstep: Class 6 contains 14491 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22506 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 18 contains 58967 members 
Mstep: Class 19 contains 36569 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544316.000000 Penalty: 30277.972656
Iteration 312Q: 15 clusters Score -5.454432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42712 members 
Mstep: Class 3 contains 27613 members 
Mstep: Class 4 contains 314395 members 
Mstep: Class 5 contains 41025 members 
Mstep: Class 6 contains 14491 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 18 contains 58966 members 
Mstep: Class 19 contains 36569 members 
Mstep: Class 23 contains 12638 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544352.000000 Penalty: 30277.972656
Iteration 313Q: 15 clusters Score -5.454435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42711 members 
Mstep: Class 3 contains 27615 members 
Mstep: Class 4 contains 314389 members 
Mstep: Class 5 contains 41026 members 
Mstep: Class 6 contains 14491 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 18 contains 58966 members 
Mstep: Class 19 contains 36571 members 
Mstep: Class 23 contains 12636 members 
Mstep: Class 24 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544388.000000 Penalty: 30277.972656
Iteration 314Q: 15 clusters Score -5.454439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42709 members 
Mstep: Class 3 contains 27618 members 
Mstep: Class 4 contains 314386 members 
Mstep: Class 5 contains 41031 members 
Mstep: Class 6 contains 14490 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 18 contains 58963 members 
Mstep: Class 19 contains 36572 members 
Mstep: Class 23 contains 12633 members 
Mstep: Class 24 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544372.000000 Penalty: 30277.972656
Iteration 315Q: 15 clusters Score -5.454437e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42708 members 
Mstep: Class 3 contains 27628 members 
Mstep: Class 4 contains 314382 members 
Mstep: Class 5 contains 41032 members 
Mstep: Class 6 contains 14490 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22507 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 18 contains 58957 members 
Mstep: Class 19 contains 36569 members 
Mstep: Class 23 contains 12633 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544428.000000 Penalty: 30277.972656
Iteration 316Q: 15 clusters Score -5.454443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42708 members 
Mstep: Class 3 contains 27638 members 
Mstep: Class 4 contains 314378 members 
Mstep: Class 5 contains 41033 members 
Mstep: Class 6 contains 14490 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22508 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 18 contains 58950 members 
Mstep: Class 19 contains 36566 members 
Mstep: Class 23 contains 12631 members 
Mstep: Class 24 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544352.000000 Penalty: 30277.972656
Iteration 317Q: 15 clusters Score -5.454435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42706 members 
Mstep: Class 3 contains 27645 members 
Mstep: Class 4 contains 314379 members 
Mstep: Class 5 contains 41035 members 
Mstep: Class 6 contains 14490 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22508 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 18 contains 58947 members 
Mstep: Class 19 contains 36563 members 
Mstep: Class 23 contains 12630 members 
Mstep: Class 24 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544336.000000 Penalty: 30277.972656
Iteration 318Q: 15 clusters Score -5.454434e+07 nChanged 21
Entering ConstructFrom: 
Score: -54544336.000000 Penalty: 30277.972656
Entering ConstructFrom: 
Trying to split cluster 1 (5985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Entering Unmasked Estep 
Score: -529043.187500 Penalty: 1413.264404
	Iteration 0F: 2 clusters Score -529043.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -524427.937500 Penalty: 2826.528809
	Iteration 0F: 3 clusters Score -524427.9 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -525697.812500 Penalty: 2826.528809
	Iteration 1F: 3 clusters Score -525697.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -525878.125000 Penalty: 2826.528809
	Iteration 2F: 3 clusters Score -525878.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -525983.687500 Penalty: 2826.528809
	Iteration 3Q: 3 clusters Score -525983.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -526060.625000 Penalty: 2826.528809
	Iteration 4Q: 3 clusters Score -526060.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -526125.875000 Penalty: 2826.528809
	Iteration 5Q: 3 clusters Score -526125.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -526176.187500 Penalty: 2826.528809
	Iteration 6Q: 3 clusters Score -526176.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -526235.562500 Penalty: 2826.528809
	Iteration 7Q: 3 clusters Score -526235.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -526292.625000 Penalty: 2826.528809
	Iteration 8Q: 3 clusters Score -526292.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -526344.875000 Penalty: 2826.528809
	Iteration 9Q: 3 clusters Score -526344.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -526400.812500 Penalty: 2826.528809
	Iteration 10Q: 3 clusters Score -526400.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -526461.750000 Penalty: 2826.528809
	Iteration 11Q: 3 clusters Score -526461.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -526541.875000 Penalty: 2826.528809
	Iteration 12Q: 3 clusters Score -526541.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -526654.500000 Penalty: 2826.528809
	Iteration 13Q: 3 clusters Score -526654.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -526793.312500 Penalty: 2826.528809
	Iteration 14Q: 3 clusters Score -526793.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -526964.000000 Penalty: 2826.528809
	Iteration 15Q: 3 clusters Score -526964 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -527150.125000 Penalty: 2826.528809
	Iteration 16Q: 3 clusters Score -527150.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -527372.062500 Penalty: 2826.528809
	Iteration 17Q: 3 clusters Score -527372.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -527587.250000 Penalty: 2826.528809
	Iteration 18Q: 3 clusters Score -527587.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -527805.562500 Penalty: 2826.528809
	Iteration 19Q: 3 clusters Score -527805.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -527976.250000 Penalty: 2826.528809
	Iteration 20F: 3 clusters Score -527976.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -528063.937500 Penalty: 2826.528809
	Iteration 21Q: 3 clusters Score -528063.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -528107.437500 Penalty: 2826.528809
	Iteration 22Q: 3 clusters Score -528107.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -528128.312500 Penalty: 2826.528809
	Iteration 23Q: 3 clusters Score -528128.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -528138.687500 Penalty: 2826.528809
	Iteration 24Q: 3 clusters Score -528138.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -528145.000000 Penalty: 2826.528809
	Iteration 25Q: 3 clusters Score -528145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -528151.625000 Penalty: 2826.528809
	Iteration 26Q: 3 clusters Score -528151.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -528156.125000 Penalty: 2826.528809
	Iteration 27Q: 3 clusters Score -528156.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -528158.187500 Penalty: 2826.528809
	Iteration 28Q: 3 clusters Score -528158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -528159.562500 Penalty: 2826.528809
	Iteration 29Q: 3 clusters Score -528159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -528161.125000 Penalty: 2826.528809
	Iteration 30Q: 3 clusters Score -528161.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -528162.562500 Penalty: 2826.528809
	Iteration 31Q: 3 clusters Score -528162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -528162.937500 Penalty: 2826.528809
	Iteration 32Q: 3 clusters Score -528162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -528164.187500 Penalty: 2826.528809
	Iteration 33Q: 3 clusters Score -528164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -528164.187500 Penalty: 2826.528809
	Iteration 34Q: 3 clusters Score -528164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -528164.437500 Penalty: 2826.528809
	Iteration 35Q: 3 clusters Score -528164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -528165.125000 Penalty: 2826.528809
	Iteration 36Q: 3 clusters Score -528165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -528165.500000 Penalty: 2826.528809
	Iteration 37Q: 3 clusters Score -528165.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -528165.500000 Penalty: 2826.528809
	Iteration 38F: 3 clusters Score -528165.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Entering Unmasked Estep 
Score: -3985370.750000 Penalty: 1732.582886
	Iteration 0F: 2 clusters Score -3985371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3956776.250000 Penalty: 3465.165771
	Iteration 0F: 3 clusters Score -3956776 nChanged 19833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3967954.250000 Penalty: 3465.165771
	Iteration 1F: 3 clusters Score -3967954 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3968376.000000 Penalty: 3465.165771
	Iteration 2Q: 3 clusters Score -3968376 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3968717.500000 Penalty: 3465.165771
	Iteration 3Q: 3 clusters Score -3968718 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3969100.500000 Penalty: 3465.165771
	Iteration 4Q: 3 clusters Score -3969100 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3969637.000000 Penalty: 3465.165771
	Iteration 5Q: 3 clusters Score -3969637 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3970458.000000 Penalty: 3465.165771
	Iteration 6Q: 3 clusters Score -3970458 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3971675.250000 Penalty: 3465.165771
	Iteration 7Q: 3 clusters Score -3971675 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3973264.250000 Penalty: 3465.165771
	Iteration 8F: 3 clusters Score -3973264 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3975172.250000 Penalty: 3465.165771
	Iteration 9F: 3 clusters Score -3975172 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3976861.250000 Penalty: 3465.165771
	Iteration 10F: 3 clusters Score -3976861 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3977812.500000 Penalty: 3465.165771
	Iteration 11Q: 3 clusters Score -3977812 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3978278.000000 Penalty: 3465.165771
	Iteration 12Q: 3 clusters Score -3978278 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3978480.250000 Penalty: 3465.165771
	Iteration 13Q: 3 clusters Score -3978480 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3978639.000000 Penalty: 3465.165771
	Iteration 14Q: 3 clusters Score -3978639 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3978750.000000 Penalty: 3465.165771
	Iteration 15Q: 3 clusters Score -3978750 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3978844.750000 Penalty: 3465.165771
	Iteration 16Q: 3 clusters Score -3978845 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3978930.500000 Penalty: 3465.165771
	Iteration 17Q: 3 clusters Score -3978930 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3979027.000000 Penalty: 3465.165771
	Iteration 18Q: 3 clusters Score -3979027 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3979125.250000 Penalty: 3465.165771
	Iteration 19Q: 3 clusters Score -3979125 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3979225.250000 Penalty: 3465.165771
	Iteration 20F: 3 clusters Score -3979225 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3979354.500000 Penalty: 3465.165771
	Iteration 21Q: 3 clusters Score -3979354 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3979490.000000 Penalty: 3465.165771
	Iteration 22Q: 3 clusters Score -3979490 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3979618.000000 Penalty: 3465.165771
	Iteration 23Q: 3 clusters Score -3979618 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3979758.250000 Penalty: 3465.165771
	Iteration 24Q: 3 clusters Score -3979758 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3979882.500000 Penalty: 3465.165771
	Iteration 25Q: 3 clusters Score -3979882 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3980023.750000 Penalty: 3465.165771
	Iteration 26Q: 3 clusters Score -3980024 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3980140.500000 Penalty: 3465.165771
	Iteration 27Q: 3 clusters Score -3980140 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3980297.500000 Penalty: 3465.165771
	Iteration 28Q: 3 clusters Score -3980298 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3980443.250000 Penalty: 3465.165771
	Iteration 29Q: 3 clusters Score -3980443 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3980626.000000 Penalty: 3465.165771
	Iteration 30Q: 3 clusters Score -3980626 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3980811.000000 Penalty: 3465.165771
	Iteration 31Q: 3 clusters Score -3980811 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3980969.500000 Penalty: 3465.165771
	Iteration 32Q: 3 clusters Score -3980970 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3981145.000000 Penalty: 3465.165771
	Iteration 33Q: 3 clusters Score -3981145 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3981308.250000 Penalty: 3465.165771
	Iteration 34Q: 3 clusters Score -3981308 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3981492.000000 Penalty: 3465.165771
	Iteration 35Q: 3 clusters Score -3981492 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -3981662.250000 Penalty: 3465.165771
	Iteration 36Q: 3 clusters Score -3981662 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3981800.250000 Penalty: 3465.165771
	Iteration 37Q: 3 clusters Score -3981800 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3981943.250000 Penalty: 3465.165771
	Iteration 38Q: 3 clusters Score -3981943 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3982056.000000 Penalty: 3465.165771
	Iteration 39Q: 3 clusters Score -3982056 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3982213.000000 Penalty: 3465.165771
	Iteration 40F: 3 clusters Score -3982213 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -3982330.250000 Penalty: 3465.165771
	Iteration 41Q: 3 clusters Score -3982330 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -3982434.000000 Penalty: 3465.165771
	Iteration 42Q: 3 clusters Score -3982434 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -3982524.000000 Penalty: 3465.165771
	Iteration 43Q: 3 clusters Score -3982524 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -3982603.250000 Penalty: 3465.165771
	Iteration 44Q: 3 clusters Score -3982603 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -3982710.750000 Penalty: 3465.165771
	Iteration 45Q: 3 clusters Score -3982711 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3982783.500000 Penalty: 3465.165771
	Iteration 46Q: 3 clusters Score -3982784 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -3982895.000000 Penalty: 3465.165771
	Iteration 47Q: 3 clusters Score -3982895 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -3982985.000000 Penalty: 3465.165771
	Iteration 48Q: 3 clusters Score -3982985 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -3983023.000000 Penalty: 3465.165771
	Iteration 49Q: 3 clusters Score -3983023 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -3983087.500000 Penalty: 3465.165771
	Iteration 50Q: 3 clusters Score -3983088 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3983161.500000 Penalty: 3465.165771
	Iteration 51Q: 3 clusters Score -3983162 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3983230.750000 Penalty: 3465.165771
	Iteration 52Q: 3 clusters Score -3983231 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -3983304.500000 Penalty: 3465.165771
	Iteration 53Q: 3 clusters Score -3983304 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -3983371.000000 Penalty: 3465.165771
	Iteration 54Q: 3 clusters Score -3983371 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3983436.750000 Penalty: 3465.165771
	Iteration 55Q: 3 clusters Score -3983437 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -3983503.000000 Penalty: 3465.165771
	Iteration 56Q: 3 clusters Score -3983503 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -3983568.250000 Penalty: 3465.165771
	Iteration 57Q: 3 clusters Score -3983568 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -3983618.500000 Penalty: 3465.165771
	Iteration 58Q: 3 clusters Score -3983618 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -3983673.750000 Penalty: 3465.165771
	Iteration 59Q: 3 clusters Score -3983674 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -3983686.750000 Penalty: 3465.165771
	Iteration 60F: 3 clusters Score -3983687 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3983711.750000 Penalty: 3465.165771
	Iteration 61Q: 3 clusters Score -3983712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -3983742.000000 Penalty: 3465.165771
	Iteration 62Q: 3 clusters Score -3983742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3983768.000000 Penalty: 3465.165771
	Iteration 63Q: 3 clusters Score -3983768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -3983810.500000 Penalty: 3465.165771
	Iteration 64Q: 3 clusters Score -3983810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -3983833.250000 Penalty: 3465.165771
	Iteration 65Q: 3 clusters Score -3983833 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -3983848.250000 Penalty: 3465.165771
	Iteration 66Q: 3 clusters Score -3983848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -3983881.000000 Penalty: 3465.165771
	Iteration 67Q: 3 clusters Score -3983881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -3983874.500000 Penalty: 3465.165771
	Iteration 68Q: 3 clusters Score -3983874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -3983884.500000 Penalty: 3465.165771
	Iteration 69Q: 3 clusters Score -3983884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -3983893.500000 Penalty: 3465.165771
	Iteration 70Q: 3 clusters Score -3983894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -3983903.250000 Penalty: 3465.165771
	Iteration 71Q: 3 clusters Score -3983903 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -3983926.000000 Penalty: 3465.165771
	Iteration 72Q: 3 clusters Score -3983926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -3983944.750000 Penalty: 3465.165771
	Iteration 73Q: 3 clusters Score -3983945 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -3983962.500000 Penalty: 3465.165771
	Iteration 74Q: 3 clusters Score -3983962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -3983970.250000 Penalty: 3465.165771
	Iteration 75Q: 3 clusters Score -3983970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -3983976.750000 Penalty: 3465.165771
	Iteration 76Q: 3 clusters Score -3983977 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -3983993.500000 Penalty: 3465.165771
	Iteration 77Q: 3 clusters Score -3983994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -3984003.750000 Penalty: 3465.165771
	Iteration 78Q: 3 clusters Score -3984004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -3984014.250000 Penalty: 3465.165771
	Iteration 79Q: 3 clusters Score -3984014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -3984024.500000 Penalty: 3465.165771
	Iteration 80F: 3 clusters Score -3984024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -3984031.000000 Penalty: 3465.165771
	Iteration 81Q: 3 clusters Score -3984031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -3984058.000000 Penalty: 3465.165771
	Iteration 82Q: 3 clusters Score -3984058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -3984070.000000 Penalty: 3465.165771
	Iteration 83Q: 3 clusters Score -3984070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -3984073.750000 Penalty: 3465.165771
	Iteration 84Q: 3 clusters Score -3984074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -3984077.750000 Penalty: 3465.165771
	Iteration 85Q: 3 clusters Score -3984078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -3984093.000000 Penalty: 3465.165771
	Iteration 86Q: 3 clusters Score -3984093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -3984103.750000 Penalty: 3465.165771
	Iteration 87Q: 3 clusters Score -3984104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -3984108.250000 Penalty: 3465.165771
	Iteration 88Q: 3 clusters Score -3984108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -3984116.750000 Penalty: 3465.165771
	Iteration 89Q: 3 clusters Score -3984117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -3984115.750000 Penalty: 3465.165771
	Iteration 90Q: 3 clusters Score -3984116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -3984129.750000 Penalty: 3465.165771
	Iteration 91Q: 3 clusters Score -3984130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -3984131.000000 Penalty: 3465.165771
	Iteration 92Q: 3 clusters Score -3984131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -3984140.250000 Penalty: 3465.165771
	Iteration 93Q: 3 clusters Score -3984140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -3984143.000000 Penalty: 3465.165771
	Iteration 94Q: 3 clusters Score -3984143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -3984148.500000 Penalty: 3465.165771
	Iteration 95Q: 3 clusters Score -3984148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -3984154.000000 Penalty: 3465.165771
	Iteration 96Q: 3 clusters Score -3984154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -3984157.000000 Penalty: 3465.165771
	Iteration 97Q: 3 clusters Score -3984157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -3984156.000000 Penalty: 3465.165771
	Iteration 98Q: 3 clusters Score -3984156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -3984153.250000 Penalty: 3465.165771
	Iteration 99Q: 3 clusters Score -3984153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -3984155.250000 Penalty: 3465.165771
	Iteration 100F: 3 clusters Score -3984155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -3984161.000000 Penalty: 3465.165771
	Iteration 101Q: 3 clusters Score -3984161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -3984162.000000 Penalty: 3465.165771
	Iteration 102Q: 3 clusters Score -3984162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -3984169.000000 Penalty: 3465.165771
	Iteration 103Q: 3 clusters Score -3984169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -3984169.500000 Penalty: 3465.165771
	Iteration 104Q: 3 clusters Score -3984170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -3984171.250000 Penalty: 3465.165771
	Iteration 105Q: 3 clusters Score -3984171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -3984174.000000 Penalty: 3465.165771
	Iteration 106Q: 3 clusters Score -3984174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -3984174.000000 Penalty: 3465.165771
	Iteration 107F: 3 clusters Score -3984174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Entering Unmasked Estep 
Score: -2598889.500000 Penalty: 1661.967041
	Iteration 0F: 2 clusters Score -2598890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2580208.000000 Penalty: 3323.934082
	Iteration 0F: 3 clusters Score -2580208 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2587309.250000 Penalty: 3323.934082
	Iteration 1F: 3 clusters Score -2587309 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2587784.500000 Penalty: 3323.934082
	Iteration 2Q: 3 clusters Score -2587784 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2588360.250000 Penalty: 3323.934082
	Iteration 3Q: 3 clusters Score -2588360 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2589152.000000 Penalty: 3323.934082
	Iteration 4F: 3 clusters Score -2589152 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2590235.250000 Penalty: 3323.934082
	Iteration 5F: 3 clusters Score -2590235 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2591720.250000 Penalty: 3323.934082
	Iteration 6F: 3 clusters Score -2591720 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2593367.750000 Penalty: 3323.934082
	Iteration 7F: 3 clusters Score -2593368 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2594800.000000 Penalty: 3323.934082
	Iteration 8F: 3 clusters Score -2594800 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2595742.250000 Penalty: 3323.934082
	Iteration 9Q: 3 clusters Score -2595742 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2596279.000000 Penalty: 3323.934082
	Iteration 10Q: 3 clusters Score -2596279 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2596616.250000 Penalty: 3323.934082
	Iteration 11Q: 3 clusters Score -2596616 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2596817.500000 Penalty: 3323.934082
	Iteration 12Q: 3 clusters Score -2596818 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2596957.750000 Penalty: 3323.934082
	Iteration 13Q: 3 clusters Score -2596958 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2597068.750000 Penalty: 3323.934082
	Iteration 14Q: 3 clusters Score -2597069 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2597154.750000 Penalty: 3323.934082
	Iteration 15Q: 3 clusters Score -2597155 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2597224.000000 Penalty: 3323.934082
	Iteration 16Q: 3 clusters Score -2597224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2597286.000000 Penalty: 3323.934082
	Iteration 17Q: 3 clusters Score -2597286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2597328.000000 Penalty: 3323.934082
	Iteration 18Q: 3 clusters Score -2597328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2597362.000000 Penalty: 3323.934082
	Iteration 19Q: 3 clusters Score -2597362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2597386.500000 Penalty: 3323.934082
	Iteration 20F: 3 clusters Score -2597386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2597402.500000 Penalty: 3323.934082
	Iteration 21Q: 3 clusters Score -2597402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2597421.500000 Penalty: 3323.934082
	Iteration 22Q: 3 clusters Score -2597422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2597436.250000 Penalty: 3323.934082
	Iteration 23Q: 3 clusters Score -2597436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2597443.000000 Penalty: 3323.934082
	Iteration 24Q: 3 clusters Score -2597443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2597445.000000 Penalty: 3323.934082
	Iteration 25Q: 3 clusters Score -2597445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2597450.750000 Penalty: 3323.934082
	Iteration 26Q: 3 clusters Score -2597451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2597451.250000 Penalty: 3323.934082
	Iteration 27Q: 3 clusters Score -2597451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2597454.250000 Penalty: 3323.934082
	Iteration 28Q: 3 clusters Score -2597454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2597456.500000 Penalty: 3323.934082
	Iteration 29Q: 3 clusters Score -2597456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2597458.500000 Penalty: 3323.934082
	Iteration 30Q: 3 clusters Score -2597458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2597462.750000 Penalty: 3323.934082
	Iteration 31Q: 3 clusters Score -2597463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2597465.250000 Penalty: 3323.934082
	Iteration 32Q: 3 clusters Score -2597465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2597465.250000 Penalty: 3323.934082
	Iteration 33Q: 3 clusters Score -2597465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2597469.250000 Penalty: 3323.934082
	Iteration 34Q: 3 clusters Score -2597469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2597472.750000 Penalty: 3323.934082
	Iteration 35Q: 3 clusters Score -2597473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2597472.750000 Penalty: 3323.934082
	Iteration 36Q: 3 clusters Score -2597473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2597473.750000 Penalty: 3323.934082
	Iteration 37Q: 3 clusters Score -2597474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2597474.250000 Penalty: 3323.934082
	Iteration 38Q: 3 clusters Score -2597474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2597482.250000 Penalty: 3323.934082
	Iteration 39Q: 3 clusters Score -2597482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2597484.000000 Penalty: 3323.934082
	Iteration 40F: 3 clusters Score -2597484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2597486.750000 Penalty: 3323.934082
	Iteration 41Q: 3 clusters Score -2597487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2597486.750000 Penalty: 3323.934082
	Iteration 42F: 3 clusters Score -2597487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (314374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314374 members 
Entering Unmasked Estep 
Score: -28771546.000000 Penalty: 2056.979980
	Iteration 0F: 2 clusters Score -2.877155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157411 members 
Mstep: Class 2 contains 156963 members 
Entering Unmasked Estep 
Score: -28566770.000000 Penalty: 4113.959961
	Iteration 0F: 3 clusters Score -2.856677e+07 nChanged 153318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165093 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -28658096.000000 Penalty: 4113.959961
	Iteration 1F: 3 clusters Score -2.86581e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169623 members 
Mstep: Class 2 contains 144751 members 
Entering Unmasked Estep 
Score: -28659424.000000 Penalty: 4113.959961
	Iteration 2Q: 3 clusters Score -2.865942e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 137717 members 
Entering Unmasked Estep 
Score: -28661940.000000 Penalty: 4113.959961
	Iteration 3Q: 3 clusters Score -2.866194e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187630 members 
Mstep: Class 2 contains 126744 members 
Entering Unmasked Estep 
Score: -28666470.000000 Penalty: 4113.959961
	Iteration 4Q: 3 clusters Score -2.866647e+07 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203802 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -28675484.000000 Penalty: 4113.959961
	Iteration 5F: 3 clusters Score -2.867548e+07 nChanged 22528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226026 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -28691398.000000 Penalty: 4113.959961
	Iteration 6F: 3 clusters Score -2.86914e+07 nChanged 26939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252897 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -28714520.000000 Penalty: 4113.959961
	Iteration 7F: 3 clusters Score -2.871452e+07 nChanged 26482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279367 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -28740040.000000 Penalty: 4113.959961
	Iteration 8F: 3 clusters Score -2.874004e+07 nChanged 19165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298528 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -28759222.000000 Penalty: 4113.959961
	Iteration 9F: 3 clusters Score -2.875922e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308277 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -28766282.000000 Penalty: 4113.959961
	Iteration 10Q: 3 clusters Score -2.876628e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312113 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -28768608.000000 Penalty: 4113.959961
	Iteration 11Q: 3 clusters Score -2.876861e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313442 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -28769362.000000 Penalty: 4113.959961
	Iteration 12Q: 3 clusters Score -2.876936e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313823 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -28769570.000000 Penalty: 4113.959961
	Iteration 13Q: 3 clusters Score -2.876957e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313955 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -28769710.000000 Penalty: 4113.959961
	Iteration 14Q: 3 clusters Score -2.876971e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314000 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28769750.000000 Penalty: 4113.959961
	Iteration 15Q: 3 clusters Score -2.876975e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314025 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28769812.000000 Penalty: 4113.959961
	Iteration 16Q: 3 clusters Score -2.876981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314032 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28769860.000000 Penalty: 4113.959961
	Iteration 17Q: 3 clusters Score -2.876986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314034 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28769868.000000 Penalty: 4113.959961
	Iteration 18Q: 3 clusters Score -2.876987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314032 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28769892.000000 Penalty: 4113.959961
	Iteration 19Q: 3 clusters Score -2.876989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314037 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28769892.000000 Penalty: 4113.959961
	Iteration 20F: 3 clusters Score -2.876989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314039 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28769906.000000 Penalty: 4113.959961
	Iteration 21Q: 3 clusters Score -2.876991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314040 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28769896.000000 Penalty: 4113.959961
	Iteration 22Q: 3 clusters Score -2.87699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314043 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28769904.000000 Penalty: 4113.959961
	Iteration 23Q: 3 clusters Score -2.87699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314044 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28769912.000000 Penalty: 4113.959961
	Iteration 24Q: 3 clusters Score -2.876991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314046 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28769910.000000 Penalty: 4113.959961
	Iteration 25Q: 3 clusters Score -2.876991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314045 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28769914.000000 Penalty: 4113.959961
	Iteration 26Q: 3 clusters Score -2.876991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314044 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28769914.000000 Penalty: 4113.959961
	Iteration 27Q: 3 clusters Score -2.876991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314042 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28769908.000000 Penalty: 4113.959961
	Iteration 28Q: 3 clusters Score -2.876991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314038 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28769928.000000 Penalty: 4113.959961
	Iteration 29Q: 3 clusters Score -2.876993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314036 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28769926.000000 Penalty: 4113.959961
	Iteration 30Q: 3 clusters Score -2.876993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314036 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28769926.000000 Penalty: 4113.959961
	Iteration 31F: 3 clusters Score -2.876993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Entering Unmasked Estep 
Score: -3832549.750000 Penalty: 1726.116211
	Iteration 0F: 2 clusters Score -3832550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3804899.250000 Penalty: 3452.232422
	Iteration 0F: 3 clusters Score -3804899 nChanged 19269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3815722.500000 Penalty: 3452.232422
	Iteration 1F: 3 clusters Score -3815722 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3816193.500000 Penalty: 3452.232422
	Iteration 2Q: 3 clusters Score -3816194 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3816866.750000 Penalty: 3452.232422
	Iteration 3Q: 3 clusters Score -3816867 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3817827.000000 Penalty: 3452.232422
	Iteration 4Q: 3 clusters Score -3817827 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3819091.750000 Penalty: 3452.232422
	Iteration 5F: 3 clusters Score -3819092 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3820556.000000 Penalty: 3452.232422
	Iteration 6F: 3 clusters Score -3820556 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3822385.000000 Penalty: 3452.232422
	Iteration 7F: 3 clusters Score -3822385 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3824495.750000 Penalty: 3452.232422
	Iteration 8F: 3 clusters Score -3824496 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3826085.500000 Penalty: 3452.232422
	Iteration 9F: 3 clusters Score -3826086 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3826893.500000 Penalty: 3452.232422
	Iteration 10Q: 3 clusters Score -3826894 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3827251.250000 Penalty: 3452.232422
	Iteration 11Q: 3 clusters Score -3827251 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3827408.500000 Penalty: 3452.232422
	Iteration 12Q: 3 clusters Score -3827408 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3827561.250000 Penalty: 3452.232422
	Iteration 13Q: 3 clusters Score -3827561 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3827702.500000 Penalty: 3452.232422
	Iteration 14Q: 3 clusters Score -3827702 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3827865.000000 Penalty: 3452.232422
	Iteration 15Q: 3 clusters Score -3827865 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3828015.750000 Penalty: 3452.232422
	Iteration 16Q: 3 clusters Score -3828016 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3828148.750000 Penalty: 3452.232422
	Iteration 17Q: 3 clusters Score -3828149 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3828283.750000 Penalty: 3452.232422
	Iteration 18Q: 3 clusters Score -3828284 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3828374.500000 Penalty: 3452.232422
	Iteration 19Q: 3 clusters Score -3828374 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3828480.500000 Penalty: 3452.232422
	Iteration 20F: 3 clusters Score -3828480 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3828550.750000 Penalty: 3452.232422
	Iteration 21Q: 3 clusters Score -3828551 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3828653.750000 Penalty: 3452.232422
	Iteration 22Q: 3 clusters Score -3828654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3828705.750000 Penalty: 3452.232422
	Iteration 23Q: 3 clusters Score -3828706 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3828787.250000 Penalty: 3452.232422
	Iteration 24Q: 3 clusters Score -3828787 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3828872.500000 Penalty: 3452.232422
	Iteration 25Q: 3 clusters Score -3828872 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3828945.000000 Penalty: 3452.232422
	Iteration 26Q: 3 clusters Score -3828945 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3829012.500000 Penalty: 3452.232422
	Iteration 27Q: 3 clusters Score -3829012 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3829072.500000 Penalty: 3452.232422
	Iteration 28Q: 3 clusters Score -3829072 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3829152.750000 Penalty: 3452.232422
	Iteration 29Q: 3 clusters Score -3829153 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3829248.500000 Penalty: 3452.232422
	Iteration 30Q: 3 clusters Score -3829248 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3829338.500000 Penalty: 3452.232422
	Iteration 31Q: 3 clusters Score -3829338 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3829412.500000 Penalty: 3452.232422
	Iteration 32Q: 3 clusters Score -3829412 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3829492.750000 Penalty: 3452.232422
	Iteration 33Q: 3 clusters Score -3829493 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3829575.250000 Penalty: 3452.232422
	Iteration 34Q: 3 clusters Score -3829575 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3829683.750000 Penalty: 3452.232422
	Iteration 35Q: 3 clusters Score -3829684 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3829806.500000 Penalty: 3452.232422
	Iteration 36Q: 3 clusters Score -3829806 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3829911.500000 Penalty: 3452.232422
	Iteration 37Q: 3 clusters Score -3829912 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3830051.250000 Penalty: 3452.232422
	Iteration 38Q: 3 clusters Score -3830051 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3830167.000000 Penalty: 3452.232422
	Iteration 39Q: 3 clusters Score -3830167 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3830309.250000 Penalty: 3452.232422
	Iteration 40F: 3 clusters Score -3830309 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3830427.000000 Penalty: 3452.232422
	Iteration 41Q: 3 clusters Score -3830427 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3830524.750000 Penalty: 3452.232422
	Iteration 42Q: 3 clusters Score -3830525 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3830635.750000 Penalty: 3452.232422
	Iteration 43Q: 3 clusters Score -3830636 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3830741.500000 Penalty: 3452.232422
	Iteration 44Q: 3 clusters Score -3830742 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3830843.500000 Penalty: 3452.232422
	Iteration 45Q: 3 clusters Score -3830844 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3830926.750000 Penalty: 3452.232422
	Iteration 46Q: 3 clusters Score -3830927 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3831014.750000 Penalty: 3452.232422
	Iteration 47Q: 3 clusters Score -3831015 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3831097.000000 Penalty: 3452.232422
	Iteration 48Q: 3 clusters Score -3831097 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3831170.000000 Penalty: 3452.232422
	Iteration 49Q: 3 clusters Score -3831170 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3831261.000000 Penalty: 3452.232422
	Iteration 50Q: 3 clusters Score -3831261 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3831333.000000 Penalty: 3452.232422
	Iteration 51Q: 3 clusters Score -3831333 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3831376.750000 Penalty: 3452.232422
	Iteration 52Q: 3 clusters Score -3831377 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3831437.750000 Penalty: 3452.232422
	Iteration 53Q: 3 clusters Score -3831438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3831506.000000 Penalty: 3452.232422
	Iteration 54Q: 3 clusters Score -3831506 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3831565.000000 Penalty: 3452.232422
	Iteration 55Q: 3 clusters Score -3831565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3831604.750000 Penalty: 3452.232422
	Iteration 56Q: 3 clusters Score -3831605 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3831632.250000 Penalty: 3452.232422
	Iteration 57Q: 3 clusters Score -3831632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3831662.250000 Penalty: 3452.232422
	Iteration 58Q: 3 clusters Score -3831662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3831662.750000 Penalty: 3452.232422
	Iteration 59Q: 3 clusters Score -3831663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3831677.500000 Penalty: 3452.232422
	Iteration 60F: 3 clusters Score -3831678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3831695.000000 Penalty: 3452.232422
	Iteration 61Q: 3 clusters Score -3831695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3831709.750000 Penalty: 3452.232422
	Iteration 62Q: 3 clusters Score -3831710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3831725.250000 Penalty: 3452.232422
	Iteration 63Q: 3 clusters Score -3831725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3831728.750000 Penalty: 3452.232422
	Iteration 64Q: 3 clusters Score -3831729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3831746.500000 Penalty: 3452.232422
	Iteration 65Q: 3 clusters Score -3831746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3831747.750000 Penalty: 3452.232422
	Iteration 66Q: 3 clusters Score -3831748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3831752.500000 Penalty: 3452.232422
	Iteration 67Q: 3 clusters Score -3831752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3831753.250000 Penalty: 3452.232422
	Iteration 68Q: 3 clusters Score -3831753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3831753.750000 Penalty: 3452.232422
	Iteration 69Q: 3 clusters Score -3831754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3831758.750000 Penalty: 3452.232422
	Iteration 70Q: 3 clusters Score -3831759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3831752.250000 Penalty: 3452.232422
	Iteration 71Q: 3 clusters Score -3831752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3831756.750000 Penalty: 3452.232422
	Iteration 72Q: 3 clusters Score -3831757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3831756.500000 Penalty: 3452.232422
	Iteration 73Q: 3 clusters Score -3831756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3831759.250000 Penalty: 3452.232422
	Iteration 74Q: 3 clusters Score -3831759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3831757.000000 Penalty: 3452.232422
	Iteration 75Q: 3 clusters Score -3831757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3831760.250000 Penalty: 3452.232422
	Iteration 76Q: 3 clusters Score -3831760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3831759.500000 Penalty: 3452.232422
	Iteration 77Q: 3 clusters Score -3831760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3831764.500000 Penalty: 3452.232422
	Iteration 78Q: 3 clusters Score -3831764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3831762.000000 Penalty: 3452.232422
	Iteration 79Q: 3 clusters Score -3831762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3831762.000000 Penalty: 3452.232422
	Iteration 80F: 3 clusters Score -3831762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3831762.000000 Penalty: 3452.232422
	Iteration 81Q: 3 clusters Score -3831762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3831762.000000 Penalty: 3452.232422
	Iteration 82F: 3 clusters Score -3831762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Entering Unmasked Estep 
Score: -1353241.375000 Penalty: 1556.947266
	Iteration 0F: 2 clusters Score -1353241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1343126.875000 Penalty: 3113.894531
	Iteration 0F: 3 clusters Score -1343127 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1346537.875000 Penalty: 3113.894531
	Iteration 1F: 3 clusters Score -1346538 nChanged 682
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1346946 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1347170 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1347444 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1347734 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1348340 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1348654 nChanged 608
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Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1348974 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1349357 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1349738 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1350076 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1350371 nChanged 476
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Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1350585 nChanged 380
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Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1350729 nChanged 301
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Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1350830 nChanged 194
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Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1350881 nChanged 145
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Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1350915 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1350936.250000 Penalty: 3113.894531
	Iteration 20F: 3 clusters Score -1350936 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1350958 nChanged 83
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Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1350975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1350990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1350998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1351015 nChanged 65
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Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1351022 nChanged 49
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Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1351027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1351035.125000 Penalty: 3113.894531
	Iteration 28Q: 3 clusters Score -1351035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1351040 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1351042 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1351050 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1351051 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1351056 nChanged 31
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Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7730 members 
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	Iteration 34Q: 3 clusters Score -1351062 nChanged 25
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Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1351064 nChanged 34
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Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1351071 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1351074 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1351078 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1351081 nChanged 36
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Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1351085 nChanged 44
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Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1351092 nChanged 43
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1351100 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1351104 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1351112 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1351123 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1351119.625000 Penalty: 3113.894531
	Iteration 46Q: 3 clusters Score -1351120 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1351130 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1351138 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1351139.750000 Penalty: 3113.894531
	Iteration 49Q: 3 clusters Score -1351140 nChanged 52
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Mstep: Class 1 contains 6150 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1351146 nChanged 51
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Mstep: Class 1 contains 6099 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1351154 nChanged 59
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Mstep: Class 1 contains 6042 members 
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	Iteration 52Q: 3 clusters Score -1351162 nChanged 57
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Mstep: Class 1 contains 5985 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1351174 nChanged 49
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Mstep: Class 1 contains 5936 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1351182 nChanged 64
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1351192.000000 Penalty: 3113.894531
	Iteration 55Q: 3 clusters Score -1351192 nChanged 68
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Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1351200 nChanged 71
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1351213.250000 Penalty: 3113.894531
	Iteration 57Q: 3 clusters Score -1351213 nChanged 79
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Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1351226.875000 Penalty: 3113.894531
	Iteration 58Q: 3 clusters Score -1351227 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1351241 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1351254.250000 Penalty: 3113.894531
	Iteration 60F: 3 clusters Score -1351254 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1351274 nChanged 75
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Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1351288 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1351306.750000 Penalty: 3113.894531
	Iteration 63Q: 3 clusters Score -1351307 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1351329.125000 Penalty: 3113.894531
	Iteration 64Q: 3 clusters Score -1351329 nChanged 83
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Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1351339 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1351353.625000 Penalty: 3113.894531
	Iteration 66Q: 3 clusters Score -1351354 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1351372 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1351385 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1351404.375000 Penalty: 3113.894531
	Iteration 69Q: 3 clusters Score -1351404 nChanged 90
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Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1351428.000000 Penalty: 3113.894531
	Iteration 70Q: 3 clusters Score -1351428 nChanged 101
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Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1351446.750000 Penalty: 3113.894531
	Iteration 71Q: 3 clusters Score -1351447 nChanged 93
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10002 members 
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Score: -1351459.750000 Penalty: 3113.894531
	Iteration 72Q: 3 clusters Score -1351460 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1351485 nChanged 103
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Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1351509.000000 Penalty: 3113.894531
	Iteration 74Q: 3 clusters Score -1351509 nChanged 91
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Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10286 members 
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Score: -1351523.125000 Penalty: 3113.894531
	Iteration 75Q: 3 clusters Score -1351523 nChanged 98
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 10384 members 
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	Iteration 76Q: 3 clusters Score -1351550 nChanged 106
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Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1351576.250000 Penalty: 3113.894531
	Iteration 77Q: 3 clusters Score -1351576 nChanged 95
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Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1351596.875000 Penalty: 3113.894531
	Iteration 78Q: 3 clusters Score -1351597 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1351619.500000 Penalty: 3113.894531
	Iteration 79Q: 3 clusters Score -1351620 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1351640.250000 Penalty: 3113.894531
	Iteration 80F: 3 clusters Score -1351640 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1351663.250000 Penalty: 3113.894531
	Iteration 81Q: 3 clusters Score -1351663 nChanged 92
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Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1351684.375000 Penalty: 3113.894531
	Iteration 82Q: 3 clusters Score -1351684 nChanged 95
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Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11050 members 
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	Iteration 83Q: 3 clusters Score -1351705 nChanged 88
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Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11138 members 
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	Iteration 84Q: 3 clusters Score -1351728 nChanged 100
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Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1351755.250000 Penalty: 3113.894531
	Iteration 85Q: 3 clusters Score -1351755 nChanged 90
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Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1351776 nChanged 84
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Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1351797 nChanged 91
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Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1351814.875000 Penalty: 3113.894531
	Iteration 88Q: 3 clusters Score -1351815 nChanged 80
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1351838.125000 Penalty: 3113.894531
	Iteration 89Q: 3 clusters Score -1351838 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1351849.625000 Penalty: 3113.894531
	Iteration 90Q: 3 clusters Score -1351850 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1351868 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1351873.000000 Penalty: 3113.894531
	Iteration 92Q: 3 clusters Score -1351873 nChanged 51
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Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1351889.625000 Penalty: 3113.894531
	Iteration 93Q: 3 clusters Score -1351890 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1351899.375000 Penalty: 3113.894531
	Iteration 94Q: 3 clusters Score -1351899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1351909.875000 Penalty: 3113.894531
	Iteration 95Q: 3 clusters Score -1351910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1351928.750000 Penalty: 3113.894531
	Iteration 96Q: 3 clusters Score -1351929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1351940.250000 Penalty: 3113.894531
	Iteration 97Q: 3 clusters Score -1351940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1351951.625000 Penalty: 3113.894531
	Iteration 98Q: 3 clusters Score -1351952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1351967.625000 Penalty: 3113.894531
	Iteration 99Q: 3 clusters Score -1351968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1351985.500000 Penalty: 3113.894531
	Iteration 100F: 3 clusters Score -1351986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1352005.000000 Penalty: 3113.894531
	Iteration 101Q: 3 clusters Score -1352005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1352016.125000 Penalty: 3113.894531
	Iteration 102Q: 3 clusters Score -1352016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1352040.375000 Penalty: 3113.894531
	Iteration 103Q: 3 clusters Score -1352040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1352058.750000 Penalty: 3113.894531
	Iteration 104Q: 3 clusters Score -1352059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1352079.500000 Penalty: 3113.894531
	Iteration 105Q: 3 clusters Score -1352080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1352099.000000 Penalty: 3113.894531
	Iteration 106Q: 3 clusters Score -1352099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1352114.250000 Penalty: 3113.894531
	Iteration 107Q: 3 clusters Score -1352114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1352129.875000 Penalty: 3113.894531
	Iteration 108Q: 3 clusters Score -1352130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1352146.625000 Penalty: 3113.894531
	Iteration 109Q: 3 clusters Score -1352147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1352167.000000 Penalty: 3113.894531
	Iteration 110Q: 3 clusters Score -1352167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1352180.750000 Penalty: 3113.894531
	Iteration 111Q: 3 clusters Score -1352181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1352190.250000 Penalty: 3113.894531
	Iteration 112Q: 3 clusters Score -1352190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1352194.875000 Penalty: 3113.894531
	Iteration 113Q: 3 clusters Score -1352195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1352201.375000 Penalty: 3113.894531
	Iteration 114Q: 3 clusters Score -1352201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1352209.625000 Penalty: 3113.894531
	Iteration 115Q: 3 clusters Score -1352210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1352216.875000 Penalty: 3113.894531
	Iteration 116Q: 3 clusters Score -1352217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1352217.375000 Penalty: 3113.894531
	Iteration 117Q: 3 clusters Score -1352217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1352225.375000 Penalty: 3113.894531
	Iteration 118Q: 3 clusters Score -1352225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1352226.500000 Penalty: 3113.894531
	Iteration 119Q: 3 clusters Score -1352226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1352228.625000 Penalty: 3113.894531
	Iteration 120F: 3 clusters Score -1352229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1352225.875000 Penalty: 3113.894531
	Iteration 121Q: 3 clusters Score -1352226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1352227.375000 Penalty: 3113.894531
	Iteration 122Q: 3 clusters Score -1352227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1352229.375000 Penalty: 3113.894531
	Iteration 123Q: 3 clusters Score -1352229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1352230.500000 Penalty: 3113.894531
	Iteration 124Q: 3 clusters Score -1352230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1352235.625000 Penalty: 3113.894531
	Iteration 125Q: 3 clusters Score -1352236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1352233.750000 Penalty: 3113.894531
	Iteration 126Q: 3 clusters Score -1352234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1352238.375000 Penalty: 3113.894531
	Iteration 127Q: 3 clusters Score -1352238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1352242.125000 Penalty: 3113.894531
	Iteration 128Q: 3 clusters Score -1352242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1352237.875000 Penalty: 3113.894531
	Iteration 129Q: 3 clusters Score -1352238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1352244.500000 Penalty: 3113.894531
	Iteration 130Q: 3 clusters Score -1352244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1352245.000000 Penalty: 3113.894531
	Iteration 131Q: 3 clusters Score -1352245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1352246.250000 Penalty: 3113.894531
	Iteration 132Q: 3 clusters Score -1352246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1352248.000000 Penalty: 3113.894531
	Iteration 133Q: 3 clusters Score -1352248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1352247.625000 Penalty: 3113.894531
	Iteration 134Q: 3 clusters Score -1352248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1352249.500000 Penalty: 3113.894531
	Iteration 135Q: 3 clusters Score -1352250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1352251.375000 Penalty: 3113.894531
	Iteration 136Q: 3 clusters Score -1352251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1352252.375000 Penalty: 3113.894531
	Iteration 137Q: 3 clusters Score -1352252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1352251.875000 Penalty: 3113.894531
	Iteration 138Q: 3 clusters Score -1352252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1352252.375000 Penalty: 3113.894531
	Iteration 139Q: 3 clusters Score -1352252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1352252.750000 Penalty: 3113.894531
	Iteration 140F: 3 clusters Score -1352253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1352252.125000 Penalty: 3113.894531
	Iteration 141Q: 3 clusters Score -1352252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1352253.125000 Penalty: 3113.894531
	Iteration 142Q: 3 clusters Score -1352253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1352252.250000 Penalty: 3113.894531
	Iteration 143Q: 3 clusters Score -1352252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1352254.875000 Penalty: 3113.894531
	Iteration 144Q: 3 clusters Score -1352255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1352254.500000 Penalty: 3113.894531
	Iteration 145Q: 3 clusters Score -1352254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1352253.625000 Penalty: 3113.894531
	Iteration 146Q: 3 clusters Score -1352254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1352254.250000 Penalty: 3113.894531
	Iteration 147Q: 3 clusters Score -1352254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1352254.250000 Penalty: 3113.894531
	Iteration 148F: 3 clusters Score -1352254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -82474.070312 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -82474.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81083.687500 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -81083.69 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -81314.289062 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -81314.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81376.500000 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -81376.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81399.398438 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -81399.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81410.890625 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -81410.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81414.117188 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -81414.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81417.507812 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -81417.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81418.789062 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -81418.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81419.664062 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -81419.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81420.968750 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -81420.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81425.156250 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -81425.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -81429.507812 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -81429.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -81433.468750 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -81433.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -81435.367188 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -81435.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81437.796875 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -81437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81437.796875 Penalty: 2238.786133
	Iteration 15F: 3 clusters Score -81437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -94391.750000 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -94391.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -92951.382812 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -92951.38 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -93362.742188 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -93362.74 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -93485.906250 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -93485.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -93563.000000 Penalty: 2295.490723
	Iteration 3F: 3 clusters Score -93563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -93601.117188 Penalty: 2295.490723
	Iteration 4Q: 3 clusters Score -93601.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -93635.515625 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -93635.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -93665.031250 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -93665.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -93697.109375 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -93697.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -93723.984375 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -93723.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -93749.296875 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -93749.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -93774.656250 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -93774.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -93789.210938 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -93789.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -93807.718750 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -93807.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -93816.773438 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -93816.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -93822.945312 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -93822.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -93833.898438 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -93833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -93841.976562 Penalty: 2295.490723
	Iteration 16Q: 3 clusters Score -93841.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -93848.953125 Penalty: 2295.490723
	Iteration 17Q: 3 clusters Score -93848.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -93854.054688 Penalty: 2295.490723
	Iteration 18Q: 3 clusters Score -93854.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -93854.054688 Penalty: 2295.490723
	Iteration 19F: 3 clusters Score -93854.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Entering Unmasked Estep 
Score: -2031413.625000 Penalty: 1628.521484
	Iteration 0F: 2 clusters Score -2031414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2016001.000000 Penalty: 3257.042969
	Iteration 0F: 3 clusters Score -2016001 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2021706.750000 Penalty: 3257.042969
	Iteration 1F: 3 clusters Score -2021707 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2022066.875000 Penalty: 3257.042969
	Iteration 2Q: 3 clusters Score -2022067 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2022454.375000 Penalty: 3257.042969
	Iteration 3Q: 3 clusters Score -2022454 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2022957.250000 Penalty: 3257.042969
	Iteration 4Q: 3 clusters Score -2022957 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2023622.750000 Penalty: 3257.042969
	Iteration 5F: 3 clusters Score -2023623 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2024541.500000 Penalty: 3257.042969
	Iteration 6F: 3 clusters Score -2024542 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2025795.000000 Penalty: 3257.042969
	Iteration 7F: 3 clusters Score -2025795 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2027230.875000 Penalty: 3257.042969
	Iteration 8F: 3 clusters Score -2027231 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2028462.000000 Penalty: 3257.042969
	Iteration 9F: 3 clusters Score -2028462 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2029230.625000 Penalty: 3257.042969
	Iteration 10Q: 3 clusters Score -2029231 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2029637.875000 Penalty: 3257.042969
	Iteration 11Q: 3 clusters Score -2029638 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2029821.875000 Penalty: 3257.042969
	Iteration 12Q: 3 clusters Score -2029822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2029894.875000 Penalty: 3257.042969
	Iteration 13Q: 3 clusters Score -2029895 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2029953.250000 Penalty: 3257.042969
	Iteration 14Q: 3 clusters Score -2029953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2030009.500000 Penalty: 3257.042969
	Iteration 15Q: 3 clusters Score -2030010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2030038.375000 Penalty: 3257.042969
	Iteration 16Q: 3 clusters Score -2030038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2030053.750000 Penalty: 3257.042969
	Iteration 17Q: 3 clusters Score -2030054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2030076.000000 Penalty: 3257.042969
	Iteration 18Q: 3 clusters Score -2030076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2030087.875000 Penalty: 3257.042969
	Iteration 19Q: 3 clusters Score -2030088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2030096.250000 Penalty: 3257.042969
	Iteration 20F: 3 clusters Score -2030096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2030107.750000 Penalty: 3257.042969
	Iteration 21Q: 3 clusters Score -2030108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2030112.500000 Penalty: 3257.042969
	Iteration 22Q: 3 clusters Score -2030112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2030118.625000 Penalty: 3257.042969
	Iteration 23Q: 3 clusters Score -2030119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2030124.625000 Penalty: 3257.042969
	Iteration 24Q: 3 clusters Score -2030125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2030128.125000 Penalty: 3257.042969
	Iteration 25Q: 3 clusters Score -2030128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2030129.125000 Penalty: 3257.042969
	Iteration 26Q: 3 clusters Score -2030129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2030128.875000 Penalty: 3257.042969
	Iteration 27Q: 3 clusters Score -2030129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2030128.875000 Penalty: 3257.042969
	Iteration 28F: 3 clusters Score -2030129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -185608.906250 Penalty: 1232.112183
	Iteration 0F: 2 clusters Score -185608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -183531.921875 Penalty: 2464.224365
	Iteration 0F: 3 clusters Score -183531.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -183955.031250 Penalty: 2464.224365
	Iteration 1F: 3 clusters Score -183955 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -184077.281250 Penalty: 2464.224365
	Iteration 2F: 3 clusters Score -184077.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -184153.453125 Penalty: 2464.224365
	Iteration 3F: 3 clusters Score -184153.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -184203.484375 Penalty: 2464.224365
	Iteration 4Q: 3 clusters Score -184203.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -184232.218750 Penalty: 2464.224365
	Iteration 5Q: 3 clusters Score -184232.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184252.031250 Penalty: 2464.224365
	Iteration 6Q: 3 clusters Score -184252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -184265.296875 Penalty: 2464.224365
	Iteration 7Q: 3 clusters Score -184265.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -184272.375000 Penalty: 2464.224365
	Iteration 8Q: 3 clusters Score -184272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -184276.343750 Penalty: 2464.224365
	Iteration 9Q: 3 clusters Score -184276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -184277.796875 Penalty: 2464.224365
	Iteration 10Q: 3 clusters Score -184277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -184279.937500 Penalty: 2464.224365
	Iteration 11Q: 3 clusters Score -184279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -184281.015625 Penalty: 2464.224365
	Iteration 12Q: 3 clusters Score -184281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -184281.015625 Penalty: 2464.224365
	Iteration 13F: 3 clusters Score -184281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Entering Unmasked Estep 
Score: -5510951.000000 Penalty: 1784.958496
	Iteration 0F: 2 clusters Score -5510951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5471647.000000 Penalty: 3569.916992
	Iteration 0F: 3 clusters Score -5471647 nChanged 27662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5487139.500000 Penalty: 3569.916992
	Iteration 1F: 3 clusters Score -5487140 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5487565.500000 Penalty: 3569.916992
	Iteration 2Q: 3 clusters Score -5487566 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -5487987.500000 Penalty: 3569.916992
	Iteration 3Q: 3 clusters Score -5487988 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5488413.500000 Penalty: 3569.916992
	Iteration 4Q: 3 clusters Score -5488414 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5488894.500000 Penalty: 3569.916992
	Iteration 5Q: 3 clusters Score -5488894 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -5489514.000000 Penalty: 3569.916992
	Iteration 6Q: 3 clusters Score -5489514 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -5490389.500000 Penalty: 3569.916992
	Iteration 7Q: 3 clusters Score -5490390 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -5491502.500000 Penalty: 3569.916992
	Iteration 8Q: 3 clusters Score -5491502 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5492963.500000 Penalty: 3569.916992
	Iteration 9Q: 3 clusters Score -5492964 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5494742.500000 Penalty: 3569.916992
	Iteration 10F: 3 clusters Score -5494742 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -5496881.000000 Penalty: 3569.916992
	Iteration 11F: 3 clusters Score -5496881 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -5499566.000000 Penalty: 3569.916992
	Iteration 12F: 3 clusters Score -5499566 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5502040.500000 Penalty: 3569.916992
	Iteration 13Q: 3 clusters Score -5502040 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -5503716.000000 Penalty: 3569.916992
	Iteration 14Q: 3 clusters Score -5503716 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5504579.000000 Penalty: 3569.916992
	Iteration 15Q: 3 clusters Score -5504579 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -5505116.500000 Penalty: 3569.916992
	Iteration 16Q: 3 clusters Score -5505116 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -5505537.000000 Penalty: 3569.916992
	Iteration 17Q: 3 clusters Score -5505537 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -5505912.500000 Penalty: 3569.916992
	Iteration 18Q: 3 clusters Score -5505912 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -5506261.000000 Penalty: 3569.916992
	Iteration 19Q: 3 clusters Score -5506261 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -5506601.000000 Penalty: 3569.916992
	Iteration 20F: 3 clusters Score -5506601 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5506931.500000 Penalty: 3569.916992
	Iteration 21Q: 3 clusters Score -5506932 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -5507210.000000 Penalty: 3569.916992
	Iteration 22Q: 3 clusters Score -5507210 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -5507471.500000 Penalty: 3569.916992
	Iteration 23Q: 3 clusters Score -5507472 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -5507673.500000 Penalty: 3569.916992
	Iteration 24Q: 3 clusters Score -5507674 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5507888.000000 Penalty: 3569.916992
	Iteration 25Q: 3 clusters Score -5507888 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5508081.500000 Penalty: 3569.916992
	Iteration 26Q: 3 clusters Score -5508082 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5508220.000000 Penalty: 3569.916992
	Iteration 27Q: 3 clusters Score -5508220 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5508377.500000 Penalty: 3569.916992
	Iteration 28Q: 3 clusters Score -5508378 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5508561.000000 Penalty: 3569.916992
	Iteration 29Q: 3 clusters Score -5508561 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5508673.500000 Penalty: 3569.916992
	Iteration 30Q: 3 clusters Score -5508674 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5508774.500000 Penalty: 3569.916992
	Iteration 31Q: 3 clusters Score -5508774 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5508886.000000 Penalty: 3569.916992
	Iteration 32Q: 3 clusters Score -5508886 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5508959.500000 Penalty: 3569.916992
	Iteration 33Q: 3 clusters Score -5508960 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5509051.000000 Penalty: 3569.916992
	Iteration 34Q: 3 clusters Score -5509051 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5509108.500000 Penalty: 3569.916992
	Iteration 35Q: 3 clusters Score -5509108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5509156.500000 Penalty: 3569.916992
	Iteration 36Q: 3 clusters Score -5509156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5509206.000000 Penalty: 3569.916992
	Iteration 37Q: 3 clusters Score -5509206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5509236.500000 Penalty: 3569.916992
	Iteration 38Q: 3 clusters Score -5509236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5509278.000000 Penalty: 3569.916992
	Iteration 39Q: 3 clusters Score -5509278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5509311.000000 Penalty: 3569.916992
	Iteration 40F: 3 clusters Score -5509311 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5509334.500000 Penalty: 3569.916992
	Iteration 41Q: 3 clusters Score -5509334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5509342.000000 Penalty: 3569.916992
	Iteration 42Q: 3 clusters Score -5509342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5509361.000000 Penalty: 3569.916992
	Iteration 43Q: 3 clusters Score -5509361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5509379.500000 Penalty: 3569.916992
	Iteration 44Q: 3 clusters Score -5509380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5509380.500000 Penalty: 3569.916992
	Iteration 45Q: 3 clusters Score -5509380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5509390.500000 Penalty: 3569.916992
	Iteration 46Q: 3 clusters Score -5509390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5509400.500000 Penalty: 3569.916992
	Iteration 47Q: 3 clusters Score -5509400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5509402.000000 Penalty: 3569.916992
	Iteration 48Q: 3 clusters Score -5509402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5509403.500000 Penalty: 3569.916992
	Iteration 49Q: 3 clusters Score -5509404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5509416.500000 Penalty: 3569.916992
	Iteration 50Q: 3 clusters Score -5509416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5509421.500000 Penalty: 3569.916992
	Iteration 51Q: 3 clusters Score -5509422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5509421.500000 Penalty: 3569.916992
	Iteration 52Q: 3 clusters Score -5509422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5509430.500000 Penalty: 3569.916992
	Iteration 53Q: 3 clusters Score -5509430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5509440.000000 Penalty: 3569.916992
	Iteration 54Q: 3 clusters Score -5509440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5509452.500000 Penalty: 3569.916992
	Iteration 55Q: 3 clusters Score -5509452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5509452.000000 Penalty: 3569.916992
	Iteration 56Q: 3 clusters Score -5509452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5509456.000000 Penalty: 3569.916992
	Iteration 57Q: 3 clusters Score -5509456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5509462.500000 Penalty: 3569.916992
	Iteration 58Q: 3 clusters Score -5509462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5509469.500000 Penalty: 3569.916992
	Iteration 59Q: 3 clusters Score -5509470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5509474.000000 Penalty: 3569.916992
	Iteration 60F: 3 clusters Score -5509474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5509472.500000 Penalty: 3569.916992
	Iteration 61Q: 3 clusters Score -5509472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5509472.000000 Penalty: 3569.916992
	Iteration 62Q: 3 clusters Score -5509472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5509478.000000 Penalty: 3569.916992
	Iteration 63Q: 3 clusters Score -5509478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5509471.000000 Penalty: 3569.916992
	Iteration 64Q: 3 clusters Score -5509471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5509470.500000 Penalty: 3569.916992
	Iteration 65Q: 3 clusters Score -5509470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5509472.500000 Penalty: 3569.916992
	Iteration 66Q: 3 clusters Score -5509472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5509482.000000 Penalty: 3569.916992
	Iteration 67Q: 3 clusters Score -5509482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5509479.000000 Penalty: 3569.916992
	Iteration 68Q: 3 clusters Score -5509479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5509483.500000 Penalty: 3569.916992
	Iteration 69Q: 3 clusters Score -5509484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5509478.500000 Penalty: 3569.916992
	Iteration 70Q: 3 clusters Score -5509478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5509482.500000 Penalty: 3569.916992
	Iteration 71Q: 3 clusters Score -5509482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5509482.500000 Penalty: 3569.916992
	Iteration 72F: 3 clusters Score -5509482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Entering Unmasked Estep 
Score: -3413830.500000 Penalty: 1707.349243
	Iteration 0F: 2 clusters Score -3413830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3389283.000000 Penalty: 3414.698486
	Iteration 0F: 3 clusters Score -3389283 nChanged 17042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3398679.000000 Penalty: 3414.698486
	Iteration 1F: 3 clusters Score -3398679 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3399054.750000 Penalty: 3414.698486
	Iteration 2Q: 3 clusters Score -3399055 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3399381.250000 Penalty: 3414.698486
	Iteration 3Q: 3 clusters Score -3399381 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3399701.000000 Penalty: 3414.698486
	Iteration 4Q: 3 clusters Score -3399701 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3400024.750000 Penalty: 3414.698486
	Iteration 5Q: 3 clusters Score -3400025 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3400388.250000 Penalty: 3414.698486
	Iteration 6Q: 3 clusters Score -3400388 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3400829.500000 Penalty: 3414.698486
	Iteration 7Q: 3 clusters Score -3400830 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3401478.000000 Penalty: 3414.698486
	Iteration 8Q: 3 clusters Score -3401478 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3402488.000000 Penalty: 3414.698486
	Iteration 9F: 3 clusters Score -3402488 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3403809.250000 Penalty: 3414.698486
	Iteration 10F: 3 clusters Score -3403809 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3405566.000000 Penalty: 3414.698486
	Iteration 11F: 3 clusters Score -3405566 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3407294.000000 Penalty: 3414.698486
	Iteration 12F: 3 clusters Score -3407294 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3408638.000000 Penalty: 3414.698486
	Iteration 13Q: 3 clusters Score -3408638 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -3409544.250000 Penalty: 3414.698486
	Iteration 14Q: 3 clusters Score -3409544 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3410127.750000 Penalty: 3414.698486
	Iteration 15Q: 3 clusters Score -3410128 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -3410493.500000 Penalty: 3414.698486
	Iteration 16Q: 3 clusters Score -3410494 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -3410766.750000 Penalty: 3414.698486
	Iteration 17Q: 3 clusters Score -3410767 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3411035.750000 Penalty: 3414.698486
	Iteration 18Q: 3 clusters Score -3411036 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -3411220.250000 Penalty: 3414.698486
	Iteration 19Q: 3 clusters Score -3411220 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -3411364.000000 Penalty: 3414.698486
	Iteration 20F: 3 clusters Score -3411364 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -3411509.750000 Penalty: 3414.698486
	Iteration 21Q: 3 clusters Score -3411510 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -3411658.250000 Penalty: 3414.698486
	Iteration 22Q: 3 clusters Score -3411658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -3411756.000000 Penalty: 3414.698486
	Iteration 23Q: 3 clusters Score -3411756 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -3411855.250000 Penalty: 3414.698486
	Iteration 24Q: 3 clusters Score -3411855 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -3411960.750000 Penalty: 3414.698486
	Iteration 25Q: 3 clusters Score -3411961 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -3412031.500000 Penalty: 3414.698486
	Iteration 26Q: 3 clusters Score -3412032 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -3412082.000000 Penalty: 3414.698486
	Iteration 27Q: 3 clusters Score -3412082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -3412131.750000 Penalty: 3414.698486
	Iteration 28Q: 3 clusters Score -3412132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -3412186.250000 Penalty: 3414.698486
	Iteration 29Q: 3 clusters Score -3412186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -3412230.000000 Penalty: 3414.698486
	Iteration 30Q: 3 clusters Score -3412230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -3412248.000000 Penalty: 3414.698486
	Iteration 31Q: 3 clusters Score -3412248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3412269.250000 Penalty: 3414.698486
	Iteration 32Q: 3 clusters Score -3412269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -3412283.000000 Penalty: 3414.698486
	Iteration 33Q: 3 clusters Score -3412283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -3412299.250000 Penalty: 3414.698486
	Iteration 34Q: 3 clusters Score -3412299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3412317.500000 Penalty: 3414.698486
	Iteration 35Q: 3 clusters Score -3412318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3412319.500000 Penalty: 3414.698486
	Iteration 36Q: 3 clusters Score -3412320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -3412327.500000 Penalty: 3414.698486
	Iteration 37Q: 3 clusters Score -3412328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -3412330.750000 Penalty: 3414.698486
	Iteration 38Q: 3 clusters Score -3412331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3412336.750000 Penalty: 3414.698486
	Iteration 39Q: 3 clusters Score -3412337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -3412335.500000 Penalty: 3414.698486
	Iteration 40F: 3 clusters Score -3412336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3412343.250000 Penalty: 3414.698486
	Iteration 41Q: 3 clusters Score -3412343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -3412351.500000 Penalty: 3414.698486
	Iteration 42Q: 3 clusters Score -3412352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3412354.750000 Penalty: 3414.698486
	Iteration 43Q: 3 clusters Score -3412355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -3412360.250000 Penalty: 3414.698486
	Iteration 44Q: 3 clusters Score -3412360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -3412363.750000 Penalty: 3414.698486
	Iteration 45Q: 3 clusters Score -3412364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3412368.000000 Penalty: 3414.698486
	Iteration 46Q: 3 clusters Score -3412368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3412366.000000 Penalty: 3414.698486
	Iteration 47Q: 3 clusters Score -3412366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -3412363.750000 Penalty: 3414.698486
	Iteration 48Q: 3 clusters Score -3412364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -3412368.000000 Penalty: 3414.698486
	Iteration 49Q: 3 clusters Score -3412368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -3412368.250000 Penalty: 3414.698486
	Iteration 50Q: 3 clusters Score -3412368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -3412370.750000 Penalty: 3414.698486
	Iteration 51Q: 3 clusters Score -3412371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -3412369.250000 Penalty: 3414.698486
	Iteration 52Q: 3 clusters Score -3412369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -3412370.750000 Penalty: 3414.698486
	Iteration 53Q: 3 clusters Score -3412371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -3412371.250000 Penalty: 3414.698486
	Iteration 54Q: 3 clusters Score -3412371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -3412374.750000 Penalty: 3414.698486
	Iteration 55Q: 3 clusters Score -3412375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -3412376.750000 Penalty: 3414.698486
	Iteration 56Q: 3 clusters Score -3412377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3412379.500000 Penalty: 3414.698486
	Iteration 57Q: 3 clusters Score -3412380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -3412383.500000 Penalty: 3414.698486
	Iteration 58Q: 3 clusters Score -3412384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -3412390.000000 Penalty: 3414.698486
	Iteration 59Q: 3 clusters Score -3412390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -3412392.500000 Penalty: 3414.698486
	Iteration 60F: 3 clusters Score -3412392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3412391.000000 Penalty: 3414.698486
	Iteration 61Q: 3 clusters Score -3412391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3412392.000000 Penalty: 3414.698486
	Iteration 62Q: 3 clusters Score -3412392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3412392.000000 Penalty: 3414.698486
	Iteration 63Q: 3 clusters Score -3412392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3412393.250000 Penalty: 3414.698486
	Iteration 64Q: 3 clusters Score -3412393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3412391.750000 Penalty: 3414.698486
	Iteration 65Q: 3 clusters Score -3412392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3412391.750000 Penalty: 3414.698486
	Iteration 66F: 3 clusters Score -3412392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Entering Unmasked Estep 
Score: -1195518.875000 Penalty: 1534.609619
	Iteration 0F: 2 clusters Score -1195519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1186623.875000 Penalty: 3069.219238
	Iteration 0F: 3 clusters Score -1186624 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1189763.500000 Penalty: 3069.219238
	Iteration 1F: 3 clusters Score -1189764 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1190082.625000 Penalty: 3069.219238
	Iteration 2F: 3 clusters Score -1190083 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1190365.000000 Penalty: 3069.219238
	Iteration 3F: 3 clusters Score -1190365 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1190644.375000 Penalty: 3069.219238
	Iteration 4Q: 3 clusters Score -1190644 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1190941.125000 Penalty: 3069.219238
	Iteration 5Q: 3 clusters Score -1190941 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1191271.250000 Penalty: 3069.219238
	Iteration 6Q: 3 clusters Score -1191271 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1191701.375000 Penalty: 3069.219238
	Iteration 7F: 3 clusters Score -1191701 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1192168.625000 Penalty: 3069.219238
	Iteration 8F: 3 clusters Score -1192169 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1192619.875000 Penalty: 3069.219238
	Iteration 9F: 3 clusters Score -1192620 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1192975.875000 Penalty: 3069.219238
	Iteration 10Q: 3 clusters Score -1192976 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1193215.125000 Penalty: 3069.219238
	Iteration 11Q: 3 clusters Score -1193215 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1193360.625000 Penalty: 3069.219238
	Iteration 12Q: 3 clusters Score -1193361 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1193460.500000 Penalty: 3069.219238
	Iteration 13Q: 3 clusters Score -1193460 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1193552.125000 Penalty: 3069.219238
	Iteration 14Q: 3 clusters Score -1193552 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1193617.875000 Penalty: 3069.219238
	Iteration 15Q: 3 clusters Score -1193618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1193674.625000 Penalty: 3069.219238
	Iteration 16Q: 3 clusters Score -1193675 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1193734.875000 Penalty: 3069.219238
	Iteration 17Q: 3 clusters Score -1193735 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1193782.250000 Penalty: 3069.219238
	Iteration 18Q: 3 clusters Score -1193782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1193817.500000 Penalty: 3069.219238
	Iteration 19Q: 3 clusters Score -1193818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1193848.750000 Penalty: 3069.219238
	Iteration 20F: 3 clusters Score -1193849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1193885.500000 Penalty: 3069.219238
	Iteration 21Q: 3 clusters Score -1193886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1193919.375000 Penalty: 3069.219238
	Iteration 22Q: 3 clusters Score -1193919 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1193947.875000 Penalty: 3069.219238
	Iteration 23Q: 3 clusters Score -1193948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1193965.625000 Penalty: 3069.219238
	Iteration 24Q: 3 clusters Score -1193966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1193988.125000 Penalty: 3069.219238
	Iteration 25Q: 3 clusters Score -1193988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1194008.250000 Penalty: 3069.219238
	Iteration 26Q: 3 clusters Score -1194008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1194024.250000 Penalty: 3069.219238
	Iteration 27Q: 3 clusters Score -1194024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1194042.000000 Penalty: 3069.219238
	Iteration 28Q: 3 clusters Score -1194042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1194054.375000 Penalty: 3069.219238
	Iteration 29Q: 3 clusters Score -1194054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1194070.875000 Penalty: 3069.219238
	Iteration 30Q: 3 clusters Score -1194071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1194092.625000 Penalty: 3069.219238
	Iteration 31Q: 3 clusters Score -1194093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1194102.375000 Penalty: 3069.219238
	Iteration 32Q: 3 clusters Score -1194102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1194113.250000 Penalty: 3069.219238
	Iteration 33Q: 3 clusters Score -1194113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1194120.625000 Penalty: 3069.219238
	Iteration 34Q: 3 clusters Score -1194121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1194123.250000 Penalty: 3069.219238
	Iteration 35Q: 3 clusters Score -1194123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1194132.875000 Penalty: 3069.219238
	Iteration 36Q: 3 clusters Score -1194133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1194142.375000 Penalty: 3069.219238
	Iteration 37Q: 3 clusters Score -1194142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1194143.625000 Penalty: 3069.219238
	Iteration 38Q: 3 clusters Score -1194144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1194153.125000 Penalty: 3069.219238
	Iteration 39Q: 3 clusters Score -1194153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1194157.375000 Penalty: 3069.219238
	Iteration 40F: 3 clusters Score -1194157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1194162.250000 Penalty: 3069.219238
	Iteration 41Q: 3 clusters Score -1194162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1194165.375000 Penalty: 3069.219238
	Iteration 42Q: 3 clusters Score -1194165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1194168.125000 Penalty: 3069.219238
	Iteration 43Q: 3 clusters Score -1194168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1194172.875000 Penalty: 3069.219238
	Iteration 44Q: 3 clusters Score -1194173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1194177.875000 Penalty: 3069.219238
	Iteration 45Q: 3 clusters Score -1194178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1194181.875000 Penalty: 3069.219238
	Iteration 46Q: 3 clusters Score -1194182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1194189.375000 Penalty: 3069.219238
	Iteration 47Q: 3 clusters Score -1194189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1194197.750000 Penalty: 3069.219238
	Iteration 48Q: 3 clusters Score -1194198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1194199.750000 Penalty: 3069.219238
	Iteration 49Q: 3 clusters Score -1194200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1194202.000000 Penalty: 3069.219238
	Iteration 50Q: 3 clusters Score -1194202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1194206.125000 Penalty: 3069.219238
	Iteration 51Q: 3 clusters Score -1194206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1194212.000000 Penalty: 3069.219238
	Iteration 52Q: 3 clusters Score -1194212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1194219.000000 Penalty: 3069.219238
	Iteration 53Q: 3 clusters Score -1194219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1194227.000000 Penalty: 3069.219238
	Iteration 54Q: 3 clusters Score -1194227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1194233.875000 Penalty: 3069.219238
	Iteration 55Q: 3 clusters Score -1194234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1194239.250000 Penalty: 3069.219238
	Iteration 56Q: 3 clusters Score -1194239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1194244.250000 Penalty: 3069.219238
	Iteration 57Q: 3 clusters Score -1194244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1194251.125000 Penalty: 3069.219238
	Iteration 58Q: 3 clusters Score -1194251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1194254.750000 Penalty: 3069.219238
	Iteration 59Q: 3 clusters Score -1194255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1194260.625000 Penalty: 3069.219238
	Iteration 60F: 3 clusters Score -1194261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1194265.625000 Penalty: 3069.219238
	Iteration 61Q: 3 clusters Score -1194266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1194266.250000 Penalty: 3069.219238
	Iteration 62Q: 3 clusters Score -1194266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1194270.625000 Penalty: 3069.219238
	Iteration 63Q: 3 clusters Score -1194271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1194276.250000 Penalty: 3069.219238
	Iteration 64Q: 3 clusters Score -1194276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1194280.500000 Penalty: 3069.219238
	Iteration 65Q: 3 clusters Score -1194280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1194286.875000 Penalty: 3069.219238
	Iteration 66Q: 3 clusters Score -1194287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1194294.000000 Penalty: 3069.219238
	Iteration 67Q: 3 clusters Score -1194294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1194297.250000 Penalty: 3069.219238
	Iteration 68Q: 3 clusters Score -1194297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1194301.375000 Penalty: 3069.219238
	Iteration 69Q: 3 clusters Score -1194301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1194306.875000 Penalty: 3069.219238
	Iteration 70Q: 3 clusters Score -1194307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1194308.000000 Penalty: 3069.219238
	Iteration 71Q: 3 clusters Score -1194308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1194313.250000 Penalty: 3069.219238
	Iteration 72Q: 3 clusters Score -1194313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1194315.000000 Penalty: 3069.219238
	Iteration 73Q: 3 clusters Score -1194315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1194319.875000 Penalty: 3069.219238
	Iteration 74Q: 3 clusters Score -1194320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1194321.625000 Penalty: 3069.219238
	Iteration 75Q: 3 clusters Score -1194322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1194332.250000 Penalty: 3069.219238
	Iteration 76Q: 3 clusters Score -1194332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1194339.750000 Penalty: 3069.219238
	Iteration 77Q: 3 clusters Score -1194340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1194343.125000 Penalty: 3069.219238
	Iteration 78Q: 3 clusters Score -1194343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1194350.375000 Penalty: 3069.219238
	Iteration 79Q: 3 clusters Score -1194350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1194358.375000 Penalty: 3069.219238
	Iteration 80F: 3 clusters Score -1194358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1194362.625000 Penalty: 3069.219238
	Iteration 81Q: 3 clusters Score -1194363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1194367.500000 Penalty: 3069.219238
	Iteration 82Q: 3 clusters Score -1194368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1194371.500000 Penalty: 3069.219238
	Iteration 83Q: 3 clusters Score -1194372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1194376.125000 Penalty: 3069.219238
	Iteration 84Q: 3 clusters Score -1194376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1194377.125000 Penalty: 3069.219238
	Iteration 85Q: 3 clusters Score -1194377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1194378.500000 Penalty: 3069.219238
	Iteration 86Q: 3 clusters Score -1194378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1194380.250000 Penalty: 3069.219238
	Iteration 87Q: 3 clusters Score -1194380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1194379.875000 Penalty: 3069.219238
	Iteration 88Q: 3 clusters Score -1194380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1194381.750000 Penalty: 3069.219238
	Iteration 89Q: 3 clusters Score -1194382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1194381.875000 Penalty: 3069.219238
	Iteration 90Q: 3 clusters Score -1194382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1194385.625000 Penalty: 3069.219238
	Iteration 91Q: 3 clusters Score -1194386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1194390.000000 Penalty: 3069.219238
	Iteration 92Q: 3 clusters Score -1194390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1194391.625000 Penalty: 3069.219238
	Iteration 93Q: 3 clusters Score -1194392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1194397.625000 Penalty: 3069.219238
	Iteration 94Q: 3 clusters Score -1194398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1194399.125000 Penalty: 3069.219238
	Iteration 95Q: 3 clusters Score -1194399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1194399.500000 Penalty: 3069.219238
	Iteration 96Q: 3 clusters Score -1194400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1194403.000000 Penalty: 3069.219238
	Iteration 97Q: 3 clusters Score -1194403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1194403.250000 Penalty: 3069.219238
	Iteration 98Q: 3 clusters Score -1194403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1194402.625000 Penalty: 3069.219238
	Iteration 99Q: 3 clusters Score -1194403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1194402.625000 Penalty: 3069.219238
	Iteration 100F: 3 clusters Score -1194403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Entering Unmasked Estep 
Score: -2021620.875000 Penalty: 1621.762573
	Iteration 0F: 2 clusters Score -2021621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2006962.000000 Penalty: 3243.525146
	Iteration 0F: 3 clusters Score -2006962 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2012549.750000 Penalty: 3243.525146
	Iteration 1F: 3 clusters Score -2012550 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2013302.750000 Penalty: 3243.525146
	Iteration 2F: 3 clusters Score -2013303 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2014319.500000 Penalty: 3243.525146
	Iteration 3F: 3 clusters Score -2014320 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2015620.125000 Penalty: 3243.525146
	Iteration 4F: 3 clusters Score -2015620 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2017090.500000 Penalty: 3243.525146
	Iteration 5F: 3 clusters Score -2017090 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2018379.500000 Penalty: 3243.525146
	Iteration 6F: 3 clusters Score -2018380 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2019194.125000 Penalty: 3243.525146
	Iteration 7F: 3 clusters Score -2019194 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2019584.500000 Penalty: 3243.525146
	Iteration 8Q: 3 clusters Score -2019584 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2019801.250000 Penalty: 3243.525146
	Iteration 9Q: 3 clusters Score -2019801 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2019918.250000 Penalty: 3243.525146
	Iteration 10Q: 3 clusters Score -2019918 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2019982.375000 Penalty: 3243.525146
	Iteration 11Q: 3 clusters Score -2019982 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2020042.000000 Penalty: 3243.525146
	Iteration 12Q: 3 clusters Score -2020042 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2020089.875000 Penalty: 3243.525146
	Iteration 13Q: 3 clusters Score -2020090 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2020147.500000 Penalty: 3243.525146
	Iteration 14Q: 3 clusters Score -2020148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2020199.750000 Penalty: 3243.525146
	Iteration 15Q: 3 clusters Score -2020200 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2020251.125000 Penalty: 3243.525146
	Iteration 16Q: 3 clusters Score -2020251 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2020289.375000 Penalty: 3243.525146
	Iteration 17Q: 3 clusters Score -2020289 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2020320.250000 Penalty: 3243.525146
	Iteration 18Q: 3 clusters Score -2020320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2020353.625000 Penalty: 3243.525146
	Iteration 19Q: 3 clusters Score -2020354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2020389.375000 Penalty: 3243.525146
	Iteration 20F: 3 clusters Score -2020389 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2020411.375000 Penalty: 3243.525146
	Iteration 21Q: 3 clusters Score -2020411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2020427.125000 Penalty: 3243.525146
	Iteration 22Q: 3 clusters Score -2020427 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2020447.875000 Penalty: 3243.525146
	Iteration 23Q: 3 clusters Score -2020448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2020460.250000 Penalty: 3243.525146
	Iteration 24Q: 3 clusters Score -2020460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2020475.875000 Penalty: 3243.525146
	Iteration 25Q: 3 clusters Score -2020476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2020494.500000 Penalty: 3243.525146
	Iteration 26Q: 3 clusters Score -2020494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2020503.125000 Penalty: 3243.525146
	Iteration 27Q: 3 clusters Score -2020503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2020517.875000 Penalty: 3243.525146
	Iteration 28Q: 3 clusters Score -2020518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2020523.375000 Penalty: 3243.525146
	Iteration 29Q: 3 clusters Score -2020523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2020537.000000 Penalty: 3243.525146
	Iteration 30Q: 3 clusters Score -2020537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2020541.125000 Penalty: 3243.525146
	Iteration 31Q: 3 clusters Score -2020541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2020553.125000 Penalty: 3243.525146
	Iteration 32Q: 3 clusters Score -2020553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2020560.500000 Penalty: 3243.525146
	Iteration 33Q: 3 clusters Score -2020560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2020573.500000 Penalty: 3243.525146
	Iteration 34Q: 3 clusters Score -2020574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2020583.125000 Penalty: 3243.525146
	Iteration 35Q: 3 clusters Score -2020583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2020584.625000 Penalty: 3243.525146
	Iteration 36Q: 3 clusters Score -2020585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2020590.375000 Penalty: 3243.525146
	Iteration 37Q: 3 clusters Score -2020590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2020594.375000 Penalty: 3243.525146
	Iteration 38Q: 3 clusters Score -2020594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2020597.375000 Penalty: 3243.525146
	Iteration 39Q: 3 clusters Score -2020597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2020602.875000 Penalty: 3243.525146
	Iteration 40F: 3 clusters Score -2020603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2020605.500000 Penalty: 3243.525146
	Iteration 41Q: 3 clusters Score -2020606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2020612.375000 Penalty: 3243.525146
	Iteration 42Q: 3 clusters Score -2020612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2020616.125000 Penalty: 3243.525146
	Iteration 43Q: 3 clusters Score -2020616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2020625.125000 Penalty: 3243.525146
	Iteration 44Q: 3 clusters Score -2020625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2020631.250000 Penalty: 3243.525146
	Iteration 45Q: 3 clusters Score -2020631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2020634.500000 Penalty: 3243.525146
	Iteration 46Q: 3 clusters Score -2020634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2020639.375000 Penalty: 3243.525146
	Iteration 47Q: 3 clusters Score -2020639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2020644.000000 Penalty: 3243.525146
	Iteration 48Q: 3 clusters Score -2020644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2020651.375000 Penalty: 3243.525146
	Iteration 49Q: 3 clusters Score -2020651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2020651.500000 Penalty: 3243.525146
	Iteration 50Q: 3 clusters Score -2020652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2020657.750000 Penalty: 3243.525146
	Iteration 51Q: 3 clusters Score -2020658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2020660.375000 Penalty: 3243.525146
	Iteration 52Q: 3 clusters Score -2020660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2020662.625000 Penalty: 3243.525146
	Iteration 53Q: 3 clusters Score -2020663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2020665.000000 Penalty: 3243.525146
	Iteration 54Q: 3 clusters Score -2020665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2020667.000000 Penalty: 3243.525146
	Iteration 55Q: 3 clusters Score -2020667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2020667.375000 Penalty: 3243.525146
	Iteration 56Q: 3 clusters Score -2020667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2020669.750000 Penalty: 3243.525146
	Iteration 57Q: 3 clusters Score -2020670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2020669.125000 Penalty: 3243.525146
	Iteration 58Q: 3 clusters Score -2020669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2020675.375000 Penalty: 3243.525146
	Iteration 59Q: 3 clusters Score -2020675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2020678.750000 Penalty: 3243.525146
	Iteration 60F: 3 clusters Score -2020679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2020683.125000 Penalty: 3243.525146
	Iteration 61Q: 3 clusters Score -2020683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2020681.250000 Penalty: 3243.525146
	Iteration 62Q: 3 clusters Score -2020681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2020682.375000 Penalty: 3243.525146
	Iteration 63Q: 3 clusters Score -2020682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2020682.750000 Penalty: 3243.525146
	Iteration 64Q: 3 clusters Score -2020683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2020684.125000 Penalty: 3243.525146
	Iteration 65Q: 3 clusters Score -2020684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2020687.250000 Penalty: 3243.525146
	Iteration 66Q: 3 clusters Score -2020687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2020685.875000 Penalty: 3243.525146
	Iteration 67Q: 3 clusters Score -2020686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2020686.125000 Penalty: 3243.525146
	Iteration 68Q: 3 clusters Score -2020686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2020687.000000 Penalty: 3243.525146
	Iteration 69Q: 3 clusters Score -2020687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2020687.500000 Penalty: 3243.525146
	Iteration 70Q: 3 clusters Score -2020688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2020687.500000 Penalty: 3243.525146
	Iteration 71F: 3 clusters Score -2020688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 42704 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 314374 members 
Mstep: Class 5 contains 41038 members 
Mstep: Class 6 contains 14490 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 18 contains 58945 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544340.000000 Penalty: 30277.972656
Iteration 319Q: 15 clusters Score -5.454434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42704 members 
Mstep: Class 3 contains 27659 members 
Mstep: Class 4 contains 314370 members 
Mstep: Class 5 contains 41040 members 
Mstep: Class 6 contains 14489 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 18 contains 58942 members 
Mstep: Class 19 contains 36561 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544372.000000 Penalty: 30277.972656
Iteration 320F: 15 clusters Score -5.454437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42704 members 
Mstep: Class 3 contains 27662 members 
Mstep: Class 4 contains 314366 members 
Mstep: Class 5 contains 41041 members 
Mstep: Class 6 contains 14488 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 18 contains 58942 members 
Mstep: Class 19 contains 36560 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544408.000000 Penalty: 30277.972656
Iteration 321Q: 15 clusters Score -5.454441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42702 members 
Mstep: Class 3 contains 27664 members 
Mstep: Class 4 contains 314363 members 
Mstep: Class 5 contains 41041 members 
Mstep: Class 6 contains 14486 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22512 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 18 contains 58941 members 
Mstep: Class 19 contains 36559 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544428.000000 Penalty: 30277.972656
Iteration 322Q: 15 clusters Score -5.454443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42701 members 
Mstep: Class 3 contains 27667 members 
Mstep: Class 4 contains 314364 members 
Mstep: Class 5 contains 41042 members 
Mstep: Class 6 contains 14483 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 18 contains 58941 members 
Mstep: Class 19 contains 36557 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544436.000000 Penalty: 30277.972656
Iteration 323Q: 15 clusters Score -5.454444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42699 members 
Mstep: Class 3 contains 27672 members 
Mstep: Class 4 contains 314364 members 
Mstep: Class 5 contains 41046 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 18 contains 58939 members 
Mstep: Class 19 contains 36558 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 21595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544400.000000 Penalty: 30277.972656
Iteration 324Q: 15 clusters Score -5.45444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42696 members 
Mstep: Class 3 contains 27679 members 
Mstep: Class 4 contains 314367 members 
Mstep: Class 5 contains 41049 members 
Mstep: Class 6 contains 14471 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 18 contains 58938 members 
Mstep: Class 19 contains 36558 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 21595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544412.000000 Penalty: 30277.972656
Iteration 325Q: 15 clusters Score -5.454441e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42695 members 
Mstep: Class 3 contains 27683 members 
Mstep: Class 4 contains 314373 members 
Mstep: Class 5 contains 41050 members 
Mstep: Class 6 contains 14462 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 18 contains 58938 members 
Mstep: Class 19 contains 36557 members 
Mstep: Class 23 contains 12628 members 
Mstep: Class 24 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544424.000000 Penalty: 30277.972656
Iteration 326Q: 15 clusters Score -5.454442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42694 members 
Mstep: Class 3 contains 27689 members 
Mstep: Class 4 contains 314375 members 
Mstep: Class 5 contains 41051 members 
Mstep: Class 6 contains 14456 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 18 contains 58938 members 
Mstep: Class 19 contains 36558 members 
Mstep: Class 23 contains 12626 members 
Mstep: Class 24 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544408.000000 Penalty: 30277.972656
Iteration 327Q: 15 clusters Score -5.454441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27691 members 
Mstep: Class 4 contains 314378 members 
Mstep: Class 5 contains 41054 members 
Mstep: Class 6 contains 14451 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 18 contains 58935 members 
Mstep: Class 19 contains 36558 members 
Mstep: Class 23 contains 12626 members 
Mstep: Class 24 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544408.000000 Penalty: 30277.972656
Iteration 328Q: 15 clusters Score -5.454441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27696 members 
Mstep: Class 4 contains 314380 members 
Mstep: Class 5 contains 41056 members 
Mstep: Class 6 contains 14447 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 18 contains 58933 members 
Mstep: Class 19 contains 36558 members 
Mstep: Class 23 contains 12625 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544428.000000 Penalty: 30277.972656
Iteration 329Q: 15 clusters Score -5.454443e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27700 members 
Mstep: Class 4 contains 314376 members 
Mstep: Class 5 contains 41062 members 
Mstep: Class 6 contains 14444 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36558 members 
Mstep: Class 23 contains 12623 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544440.000000 Penalty: 30277.972656
Iteration 330Q: 15 clusters Score -5.454444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27703 members 
Mstep: Class 4 contains 314370 members 
Mstep: Class 5 contains 41062 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58928 members 
Mstep: Class 19 contains 36561 members 
Mstep: Class 23 contains 12622 members 
Mstep: Class 24 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544444.000000 Penalty: 30277.972656
Iteration 331Q: 15 clusters Score -5.454444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27703 members 
Mstep: Class 4 contains 314369 members 
Mstep: Class 5 contains 41066 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58928 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12619 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544432.000000 Penalty: 30277.972656
Iteration 332Q: 15 clusters Score -5.454443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314368 members 
Mstep: Class 5 contains 41072 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58926 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12615 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544420.000000 Penalty: 30277.972656
Iteration 333Q: 15 clusters Score -5.454442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314368 members 
Mstep: Class 5 contains 41073 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58927 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12613 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544416.000000 Penalty: 30277.972656
Iteration 334Q: 15 clusters Score -5.454442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314372 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58928 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12606 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544404.000000 Penalty: 30277.972656
Iteration 335Q: 15 clusters Score -5.45444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314380 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58928 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12597 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544392.000000 Penalty: 30277.972656
Iteration 336Q: 15 clusters Score -5.454439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314389 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58928 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12589 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544376.000000 Penalty: 30277.972656
Iteration 337Q: 15 clusters Score -5.454438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314395 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58928 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12583 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544384.000000 Penalty: 30277.972656
Iteration 338Q: 15 clusters Score -5.454438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314402 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58928 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12576 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544388.000000 Penalty: 30277.972656
Iteration 339Q: 15 clusters Score -5.454439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314412 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58928 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12565 members 
Mstep: Class 24 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544400.000000 Penalty: 30277.972656
Iteration 340F: 15 clusters Score -5.45444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42694 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314429 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58925 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12551 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544372.000000 Penalty: 30277.972656
Iteration 341Q: 15 clusters Score -5.454437e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 314448 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58925 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544344.000000 Penalty: 30277.972656
Iteration 342Q: 15 clusters Score -5.454434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42690 members 
Mstep: Class 3 contains 27703 members 
Mstep: Class 4 contains 314461 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22512 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58926 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12525 members 
Mstep: Class 24 contains 21588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544352.000000 Penalty: 30277.972656
Iteration 343Q: 15 clusters Score -5.454435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42685 members 
Mstep: Class 3 contains 27703 members 
Mstep: Class 4 contains 314476 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22513 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58926 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 23 contains 12513 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544384.000000 Penalty: 30277.972656
Iteration 344Q: 15 clusters Score -5.454438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42681 members 
Mstep: Class 3 contains 27703 members 
Mstep: Class 4 contains 314489 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14442 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22514 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36561 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544348.000000 Penalty: 30277.972656
Iteration 345Q: 15 clusters Score -5.454435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42678 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314505 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14442 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22516 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36560 members 
Mstep: Class 23 contains 12486 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544364.000000 Penalty: 30277.972656
Iteration 346Q: 15 clusters Score -5.454436e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42675 members 
Mstep: Class 3 contains 27706 members 
Mstep: Class 4 contains 314524 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 14442 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22516 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36561 members 
Mstep: Class 23 contains 12467 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544352.000000 Penalty: 30277.972656
Iteration 347Q: 15 clusters Score -5.454435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42672 members 
Mstep: Class 3 contains 27707 members 
Mstep: Class 4 contains 314545 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 14442 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22516 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36560 members 
Mstep: Class 23 contains 12447 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544316.000000 Penalty: 30277.972656
Iteration 348Q: 15 clusters Score -5.454432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42669 members 
Mstep: Class 3 contains 27707 members 
Mstep: Class 4 contains 314561 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 14442 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22516 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36560 members 
Mstep: Class 23 contains 12434 members 
Mstep: Class 24 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544332.000000 Penalty: 30277.972656
Iteration 349Q: 15 clusters Score -5.454433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42669 members 
Mstep: Class 3 contains 27707 members 
Mstep: Class 4 contains 314572 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 14442 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22517 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36561 members 
Mstep: Class 23 contains 12422 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544312.000000 Penalty: 30277.972656
Iteration 350Q: 15 clusters Score -5.454431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42669 members 
Mstep: Class 3 contains 27706 members 
Mstep: Class 4 contains 314589 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22518 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36563 members 
Mstep: Class 23 contains 12403 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544344.000000 Penalty: 30277.972656
Iteration 351Q: 15 clusters Score -5.454434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42669 members 
Mstep: Class 3 contains 27706 members 
Mstep: Class 4 contains 314606 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22518 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58930 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12384 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544312.000000 Penalty: 30277.972656
Iteration 352Q: 15 clusters Score -5.454431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42669 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314622 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22518 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58930 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544352.000000 Penalty: 30277.972656
Iteration 353Q: 15 clusters Score -5.454435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42670 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314631 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22519 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544340.000000 Penalty: 30277.972656
Iteration 354Q: 15 clusters Score -5.454434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42671 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314634 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544336.000000 Penalty: 30277.972656
Iteration 355Q: 15 clusters Score -5.454434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42671 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314637 members 
Mstep: Class 5 contains 41077 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36565 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544344.000000 Penalty: 30277.972656
Iteration 356Q: 15 clusters Score -5.454434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42671 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314641 members 
Mstep: Class 5 contains 41078 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58930 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544336.000000 Penalty: 30277.972656
Iteration 357Q: 15 clusters Score -5.454434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42671 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314640 members 
Mstep: Class 5 contains 41084 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58930 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12339 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544356.000000 Penalty: 30277.972656
Iteration 358Q: 15 clusters Score -5.454436e+07 nChanged 9
Entering ConstructFrom: 
Score: -54544356.000000 Penalty: 30277.972656
Entering ConstructFrom: 
Trying to split cluster 1 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -528955.812500 Penalty: 1413.237183
	Iteration 0F: 2 clusters Score -528955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -524349.375000 Penalty: 2826.474365
	Iteration 0F: 3 clusters Score -524349.4 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -525658.312500 Penalty: 2826.474365
	Iteration 1F: 3 clusters Score -525658.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -525809.687500 Penalty: 2826.474365
	Iteration 2F: 3 clusters Score -525809.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -525908.625000 Penalty: 2826.474365
	Iteration 3Q: 3 clusters Score -525908.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -526006.062500 Penalty: 2826.474365
	Iteration 4Q: 3 clusters Score -526006.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -526108.125000 Penalty: 2826.474365
	Iteration 5Q: 3 clusters Score -526108.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -526219.250000 Penalty: 2826.474365
	Iteration 6Q: 3 clusters Score -526219.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -526333.625000 Penalty: 2826.474365
	Iteration 7Q: 3 clusters Score -526333.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -526461.250000 Penalty: 2826.474365
	Iteration 8Q: 3 clusters Score -526461.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -526619.125000 Penalty: 2826.474365
	Iteration 9Q: 3 clusters Score -526619.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -526814.375000 Penalty: 2826.474365
	Iteration 10Q: 3 clusters Score -526814.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -526994.125000 Penalty: 2826.474365
	Iteration 11Q: 3 clusters Score -526994.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -527157.750000 Penalty: 2826.474365
	Iteration 12Q: 3 clusters Score -527157.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -527280.187500 Penalty: 2826.474365
	Iteration 13Q: 3 clusters Score -527280.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -527370.000000 Penalty: 2826.474365
	Iteration 14Q: 3 clusters Score -527370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -527450.437500 Penalty: 2826.474365
	Iteration 15Q: 3 clusters Score -527450.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -527505.937500 Penalty: 2826.474365
	Iteration 16Q: 3 clusters Score -527505.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -527542.812500 Penalty: 2826.474365
	Iteration 17Q: 3 clusters Score -527542.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -527578.812500 Penalty: 2826.474365
	Iteration 18Q: 3 clusters Score -527578.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -527624.562500 Penalty: 2826.474365
	Iteration 19Q: 3 clusters Score -527624.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -527664.437500 Penalty: 2826.474365
	Iteration 20F: 3 clusters Score -527664.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -527687.812500 Penalty: 2826.474365
	Iteration 21Q: 3 clusters Score -527687.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -527700.750000 Penalty: 2826.474365
	Iteration 22Q: 3 clusters Score -527700.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -527713.812500 Penalty: 2826.474365
	Iteration 23Q: 3 clusters Score -527713.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -527722.812500 Penalty: 2826.474365
	Iteration 24Q: 3 clusters Score -527722.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -527733.000000 Penalty: 2826.474365
	Iteration 25Q: 3 clusters Score -527733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -527741.125000 Penalty: 2826.474365
	Iteration 26Q: 3 clusters Score -527741.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -527751.187500 Penalty: 2826.474365
	Iteration 27Q: 3 clusters Score -527751.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -527761.250000 Penalty: 2826.474365
	Iteration 28Q: 3 clusters Score -527761.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -527770.812500 Penalty: 2826.474365
	Iteration 29Q: 3 clusters Score -527770.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -527777.062500 Penalty: 2826.474365
	Iteration 30Q: 3 clusters Score -527777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -527778.187500 Penalty: 2826.474365
	Iteration 31Q: 3 clusters Score -527778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -527781.812500 Penalty: 2826.474365
	Iteration 32Q: 3 clusters Score -527781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -527787.062500 Penalty: 2826.474365
	Iteration 33Q: 3 clusters Score -527787.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -527791.750000 Penalty: 2826.474365
	Iteration 34Q: 3 clusters Score -527791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -527794.125000 Penalty: 2826.474365
	Iteration 35Q: 3 clusters Score -527794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -527795.500000 Penalty: 2826.474365
	Iteration 36Q: 3 clusters Score -527795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -527797.062500 Penalty: 2826.474365
	Iteration 37Q: 3 clusters Score -527797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -527798.562500 Penalty: 2826.474365
	Iteration 38Q: 3 clusters Score -527798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -527801.562500 Penalty: 2826.474365
	Iteration 39Q: 3 clusters Score -527801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -527802.750000 Penalty: 2826.474365
	Iteration 40F: 3 clusters Score -527802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -527803.187500 Penalty: 2826.474365
	Iteration 41Q: 3 clusters Score -527803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -527803.562500 Penalty: 2826.474365
	Iteration 42Q: 3 clusters Score -527803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -527803.562500 Penalty: 2826.474365
	Iteration 43F: 3 clusters Score -527803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Entering Unmasked Estep 
Score: -3982324.750000 Penalty: 1732.457153
	Iteration 0F: 2 clusters Score -3982325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3953658.750000 Penalty: 3464.914307
	Iteration 0F: 3 clusters Score -3953659 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3964899.500000 Penalty: 3464.914307
	Iteration 1F: 3 clusters Score -3964900 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3965405.250000 Penalty: 3464.914307
	Iteration 2Q: 3 clusters Score -3965405 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3965969.250000 Penalty: 3464.914307
	Iteration 3Q: 3 clusters Score -3965969 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3966677.750000 Penalty: 3464.914307
	Iteration 4Q: 3 clusters Score -3966678 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3967578.000000 Penalty: 3464.914307
	Iteration 5Q: 3 clusters Score -3967578 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3968758.750000 Penalty: 3464.914307
	Iteration 6Q: 3 clusters Score -3968759 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3970147.500000 Penalty: 3464.914307
	Iteration 7F: 3 clusters Score -3970148 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3971858.250000 Penalty: 3464.914307
	Iteration 8F: 3 clusters Score -3971858 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3973549.250000 Penalty: 3464.914307
	Iteration 9F: 3 clusters Score -3973549 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3974775.250000 Penalty: 3464.914307
	Iteration 10F: 3 clusters Score -3974775 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3975344.500000 Penalty: 3464.914307
	Iteration 11Q: 3 clusters Score -3975344 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3975602.750000 Penalty: 3464.914307
	Iteration 12Q: 3 clusters Score -3975603 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3975738.000000 Penalty: 3464.914307
	Iteration 13Q: 3 clusters Score -3975738 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3975851.000000 Penalty: 3464.914307
	Iteration 14Q: 3 clusters Score -3975851 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3975925.500000 Penalty: 3464.914307
	Iteration 15Q: 3 clusters Score -3975926 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3976027.250000 Penalty: 3464.914307
	Iteration 16Q: 3 clusters Score -3976027 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3976134.250000 Penalty: 3464.914307
	Iteration 17Q: 3 clusters Score -3976134 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3976209.250000 Penalty: 3464.914307
	Iteration 18Q: 3 clusters Score -3976209 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3976294.500000 Penalty: 3464.914307
	Iteration 19Q: 3 clusters Score -3976294 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3976370.000000 Penalty: 3464.914307
	Iteration 20F: 3 clusters Score -3976370 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3976440.750000 Penalty: 3464.914307
	Iteration 21Q: 3 clusters Score -3976441 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3976482.250000 Penalty: 3464.914307
	Iteration 22Q: 3 clusters Score -3976482 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3976520.000000 Penalty: 3464.914307
	Iteration 23Q: 3 clusters Score -3976520 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3976580.000000 Penalty: 3464.914307
	Iteration 24Q: 3 clusters Score -3976580 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3976635.500000 Penalty: 3464.914307
	Iteration 25Q: 3 clusters Score -3976636 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3976684.500000 Penalty: 3464.914307
	Iteration 26Q: 3 clusters Score -3976684 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3976725.000000 Penalty: 3464.914307
	Iteration 27Q: 3 clusters Score -3976725 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3976766.000000 Penalty: 3464.914307
	Iteration 28Q: 3 clusters Score -3976766 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3976812.250000 Penalty: 3464.914307
	Iteration 29Q: 3 clusters Score -3976812 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3976862.500000 Penalty: 3464.914307
	Iteration 30Q: 3 clusters Score -3976862 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3976906.000000 Penalty: 3464.914307
	Iteration 31Q: 3 clusters Score -3976906 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3976941.250000 Penalty: 3464.914307
	Iteration 32Q: 3 clusters Score -3976941 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3976983.000000 Penalty: 3464.914307
	Iteration 33Q: 3 clusters Score -3976983 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3977027.250000 Penalty: 3464.914307
	Iteration 34Q: 3 clusters Score -3977027 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3977058.500000 Penalty: 3464.914307
	Iteration 35Q: 3 clusters Score -3977058 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3977084.250000 Penalty: 3464.914307
	Iteration 36Q: 3 clusters Score -3977084 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3977128.500000 Penalty: 3464.914307
	Iteration 37Q: 3 clusters Score -3977128 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3977155.000000 Penalty: 3464.914307
	Iteration 38Q: 3 clusters Score -3977155 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3977213.500000 Penalty: 3464.914307
	Iteration 39Q: 3 clusters Score -3977214 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3977270.250000 Penalty: 3464.914307
	Iteration 40F: 3 clusters Score -3977270 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3977359.000000 Penalty: 3464.914307
	Iteration 41Q: 3 clusters Score -3977359 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3977427.250000 Penalty: 3464.914307
	Iteration 42Q: 3 clusters Score -3977427 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3977528.000000 Penalty: 3464.914307
	Iteration 43Q: 3 clusters Score -3977528 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3977622.000000 Penalty: 3464.914307
	Iteration 44Q: 3 clusters Score -3977622 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3977726 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3977850 nChanged 464
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Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3977959 nChanged 466
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Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3978039 nChanged 460
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Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3978152 nChanged 473
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Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3978263 nChanged 478
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Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3978365 nChanged 468
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Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3978471 nChanged 453
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Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3978595 nChanged 473
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Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 12294 members 
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Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 11798 members 
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	Iteration 55Q: 3 clusters Score -3978838 nChanged 480
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Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3978952 nChanged 487
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Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 10831 members 
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	Iteration 57Q: 3 clusters Score -3979110 nChanged 442
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Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3979202 nChanged 392
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Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3979304 nChanged 357
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Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3979371 nChanged 375
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Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3979459 nChanged 365
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Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3979544 nChanged 361
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Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3979642 nChanged 391
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Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3979740 nChanged 357
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Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3979841 nChanged 345
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Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3979913 nChanged 298
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Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 7148 members 
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	Iteration 67Q: 3 clusters Score -3979970 nChanged 285
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Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3980028 nChanged 296
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Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 6567 members 
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	Iteration 69Q: 3 clusters Score -3980100 nChanged 270
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Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 6297 members 
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	Iteration 70Q: 3 clusters Score -3980166 nChanged 301
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Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3980238 nChanged 298
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Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3980300 nChanged 271
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Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 5427 members 
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Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 5165 members 
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Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 4920 members 
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Mstep: Class 1 contains 37980 members 
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Mstep: Class 1 contains 38198 members 
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Mstep: Class 1 contains 38365 members 
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Mstep: Class 1 contains 38518 members 
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Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 3999 members 
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	Iteration 80F: 3 clusters Score -3980688 nChanged 142
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Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 3857 members 
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	Iteration 81Q: 3 clusters Score -3980714 nChanged 130
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Mstep: Class 1 contains 38944 members 
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	Iteration 82Q: 3 clusters Score -3980744 nChanged 123
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Mstep: Class 1 contains 39067 members 
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	Iteration 83Q: 3 clusters Score -3980760 nChanged 126
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Mstep: Class 1 contains 39193 members 
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Mstep: Class 1 contains 39291 members 
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	Iteration 85Q: 3 clusters Score -3980818 nChanged 82
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Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 3298 members 
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	Iteration 86Q: 3 clusters Score -3980816 nChanged 74
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Mstep: Class 1 contains 39445 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3980828 nChanged 81
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Mstep: Class 1 contains 39526 members 
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	Iteration 88Q: 3 clusters Score -3980847 nChanged 83
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Mstep: Class 1 contains 39609 members 
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	Iteration 89Q: 3 clusters Score -3980858 nChanged 83
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Mstep: Class 1 contains 39692 members 
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Mstep: Class 1 contains 39754 members 
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Mstep: Class 1 contains 39836 members 
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	Iteration 92Q: 3 clusters Score -3980912 nChanged 81
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Mstep: Class 1 contains 39917 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3980922 nChanged 79
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Mstep: Class 1 contains 39994 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3980921 nChanged 77
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Mstep: Class 1 contains 40071 members 
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	Iteration 95Q: 3 clusters Score -3980940 nChanged 82
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	Iteration 96Q: 3 clusters Score -3980958 nChanged 73
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	Iteration 97Q: 3 clusters Score -3980976 nChanged 68
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	Iteration 98Q: 3 clusters Score -3980979 nChanged 58
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	Iteration 99Q: 3 clusters Score -3981002 nChanged 47
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Mstep: Class 1 contains 40399 members 
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	Iteration 100F: 3 clusters Score -3981009 nChanged 54
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Mstep: Class 1 contains 40453 members 
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	Iteration 101Q: 3 clusters Score -3981020 nChanged 52
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Mstep: Class 1 contains 40505 members 
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	Iteration 102Q: 3 clusters Score -3981018 nChanged 53
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Mstep: Class 1 contains 40558 members 
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	Iteration 103Q: 3 clusters Score -3981030 nChanged 51
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Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 2066 members 
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	Iteration 104Q: 3 clusters Score -3981034 nChanged 41
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Mstep: Class 1 contains 40646 members 
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	Iteration 105Q: 3 clusters Score -3981048 nChanged 41
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Mstep: Class 1 contains 40687 members 
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	Iteration 106Q: 3 clusters Score -3981059 nChanged 34
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Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 1950 members 
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	Iteration 107Q: 3 clusters Score -3981067 nChanged 30
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Mstep: Class 1 contains 40751 members 
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	Iteration 108Q: 3 clusters Score -3981065 nChanged 33
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Mstep: Class 1 contains 40784 members 
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	Iteration 109Q: 3 clusters Score -3981076 nChanged 26
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Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1861 members 
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	Iteration 110Q: 3 clusters Score -3981077 nChanged 28
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Mstep: Class 1 contains 40838 members 
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	Iteration 111Q: 3 clusters Score -3981087 nChanged 20
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Mstep: Class 1 contains 40858 members 
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	Iteration 112Q: 3 clusters Score -3981096 nChanged 19
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Mstep: Class 1 contains 40877 members 
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	Iteration 113Q: 3 clusters Score -3981099 nChanged 16
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Mstep: Class 1 contains 40893 members 
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	Iteration 114Q: 3 clusters Score -3981109 nChanged 17
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Mstep: Class 1 contains 40910 members 
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	Iteration 115Q: 3 clusters Score -3981108 nChanged 12
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	Iteration 116Q: 3 clusters Score -3981114 nChanged 10
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Mstep: Class 1 contains 40932 members 
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	Iteration 117Q: 3 clusters Score -3981115 nChanged 10
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Mstep: Class 1 contains 40942 members 
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	Iteration 118Q: 3 clusters Score -3981112 nChanged 7
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	Iteration 119Q: 3 clusters Score -3981114 nChanged 6
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Mstep: Class 1 contains 40955 members 
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	Iteration 120F: 3 clusters Score -3981115 nChanged 3
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	Iteration 121Q: 3 clusters Score -3981117 nChanged 3
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	Iteration 122Q: 3 clusters Score -3981119 nChanged 3
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	Iteration 123Q: 3 clusters Score -3981116 nChanged 4
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	Iteration 124Q: 3 clusters Score -3981114 nChanged 5
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	Iteration 125Q: 3 clusters Score -3981114 nChanged 3
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	Iteration 126Q: 3 clusters Score -3981117 nChanged 3
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	Iteration 127Q: 3 clusters Score -3981115 nChanged 1
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	Iteration 128Q: 3 clusters Score -3981117 nChanged 3
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	Iteration 129Q: 3 clusters Score -3981120 nChanged 2
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	Iteration 130Q: 3 clusters Score -3981118 nChanged 2
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	Iteration 131Q: 3 clusters Score -3981116 nChanged 3
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	Iteration 132Q: 3 clusters Score -3981114 nChanged 5
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	Iteration 133Q: 3 clusters Score -3981115 nChanged 10
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Mstep: Class 1 contains 41003 members 
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	Iteration 134Q: 3 clusters Score -3981112 nChanged 14
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Mstep: Class 1 contains 41017 members 
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	Iteration 135Q: 3 clusters Score -3981117 nChanged 9
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	Iteration 136Q: 3 clusters Score -3981117 nChanged 5
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	Iteration 137Q: 3 clusters Score -3981116 nChanged 5
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Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3981113.250000 Penalty: 3464.914307
	Iteration 138Q: 3 clusters Score -3981113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3981115.000000 Penalty: 3464.914307
	Iteration 139Q: 3 clusters Score -3981115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3981113.000000 Penalty: 3464.914307
	Iteration 140F: 3 clusters Score -3981113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3981111.000000 Penalty: 3464.914307
	Iteration 141Q: 3 clusters Score -3981111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3981111.000000 Penalty: 3464.914307
	Iteration 142F: 3 clusters Score -3981111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Entering Unmasked Estep 
Score: -2603660.250000 Penalty: 1662.272339
	Iteration 0F: 2 clusters Score -2603660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2584878.000000 Penalty: 3324.544678
	Iteration 0F: 3 clusters Score -2584878 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2591971.500000 Penalty: 3324.544678
	Iteration 1F: 3 clusters Score -2591972 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2592439.500000 Penalty: 3324.544678
	Iteration 2Q: 3 clusters Score -2592440 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2592906.750000 Penalty: 3324.544678
	Iteration 3Q: 3 clusters Score -2592907 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2593429.500000 Penalty: 3324.544678
	Iteration 4Q: 3 clusters Score -2593430 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2594091.250000 Penalty: 3324.544678
	Iteration 5Q: 3 clusters Score -2594091 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2594833.500000 Penalty: 3324.544678
	Iteration 6F: 3 clusters Score -2594834 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2595701.750000 Penalty: 3324.544678
	Iteration 7F: 3 clusters Score -2595702 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2596721.250000 Penalty: 3324.544678
	Iteration 8F: 3 clusters Score -2596721 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2597760.000000 Penalty: 3324.544678
	Iteration 9F: 3 clusters Score -2597760 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2598633.250000 Penalty: 3324.544678
	Iteration 10F: 3 clusters Score -2598633 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2599151.250000 Penalty: 3324.544678
	Iteration 11Q: 3 clusters Score -2599151 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2599387.250000 Penalty: 3324.544678
	Iteration 12Q: 3 clusters Score -2599387 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2599525.750000 Penalty: 3324.544678
	Iteration 13Q: 3 clusters Score -2599526 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2599625.000000 Penalty: 3324.544678
	Iteration 14Q: 3 clusters Score -2599625 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2599720.250000 Penalty: 3324.544678
	Iteration 15Q: 3 clusters Score -2599720 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2599794.000000 Penalty: 3324.544678
	Iteration 16Q: 3 clusters Score -2599794 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2599873.250000 Penalty: 3324.544678
	Iteration 17Q: 3 clusters Score -2599873 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2599955.750000 Penalty: 3324.544678
	Iteration 18Q: 3 clusters Score -2599956 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2600046.000000 Penalty: 3324.544678
	Iteration 19Q: 3 clusters Score -2600046 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2600112.500000 Penalty: 3324.544678
	Iteration 20F: 3 clusters Score -2600112 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2600188.500000 Penalty: 3324.544678
	Iteration 21Q: 3 clusters Score -2600188 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2600267.750000 Penalty: 3324.544678
	Iteration 22Q: 3 clusters Score -2600268 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2600349.000000 Penalty: 3324.544678
	Iteration 23Q: 3 clusters Score -2600349 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2600432.000000 Penalty: 3324.544678
	Iteration 24Q: 3 clusters Score -2600432 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2600522.250000 Penalty: 3324.544678
	Iteration 25Q: 3 clusters Score -2600522 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2600609.750000 Penalty: 3324.544678
	Iteration 26Q: 3 clusters Score -2600610 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2600711.750000 Penalty: 3324.544678
	Iteration 27Q: 3 clusters Score -2600712 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2600777.250000 Penalty: 3324.544678
	Iteration 28Q: 3 clusters Score -2600777 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2600852.750000 Penalty: 3324.544678
	Iteration 29Q: 3 clusters Score -2600853 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2600954.250000 Penalty: 3324.544678
	Iteration 30Q: 3 clusters Score -2600954 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2601062.750000 Penalty: 3324.544678
	Iteration 31Q: 3 clusters Score -2601063 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2601166.250000 Penalty: 3324.544678
	Iteration 32Q: 3 clusters Score -2601166 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2601266.500000 Penalty: 3324.544678
	Iteration 33Q: 3 clusters Score -2601266 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2601347.250000 Penalty: 3324.544678
	Iteration 34Q: 3 clusters Score -2601347 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2601418.500000 Penalty: 3324.544678
	Iteration 35Q: 3 clusters Score -2601418 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2601491.750000 Penalty: 3324.544678
	Iteration 36Q: 3 clusters Score -2601492 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2601559.250000 Penalty: 3324.544678
	Iteration 37Q: 3 clusters Score -2601559 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2601625.250000 Penalty: 3324.544678
	Iteration 38Q: 3 clusters Score -2601625 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2601663.750000 Penalty: 3324.544678
	Iteration 39Q: 3 clusters Score -2601664 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2601707.000000 Penalty: 3324.544678
	Iteration 40F: 3 clusters Score -2601707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2601738.750000 Penalty: 3324.544678
	Iteration 41Q: 3 clusters Score -2601739 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2601768.250000 Penalty: 3324.544678
	Iteration 42Q: 3 clusters Score -2601768 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2601808.750000 Penalty: 3324.544678
	Iteration 43Q: 3 clusters Score -2601809 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2601828.250000 Penalty: 3324.544678
	Iteration 44Q: 3 clusters Score -2601828 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2601868.000000 Penalty: 3324.544678
	Iteration 45Q: 3 clusters Score -2601868 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2601909.500000 Penalty: 3324.544678
	Iteration 46Q: 3 clusters Score -2601910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2601921.750000 Penalty: 3324.544678
	Iteration 47Q: 3 clusters Score -2601922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2601942.500000 Penalty: 3324.544678
	Iteration 48Q: 3 clusters Score -2601942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2601963.500000 Penalty: 3324.544678
	Iteration 49Q: 3 clusters Score -2601964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2601979.500000 Penalty: 3324.544678
	Iteration 50Q: 3 clusters Score -2601980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2601996.250000 Penalty: 3324.544678
	Iteration 51Q: 3 clusters Score -2601996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2602011.750000 Penalty: 3324.544678
	Iteration 52Q: 3 clusters Score -2602012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2602039.750000 Penalty: 3324.544678
	Iteration 53Q: 3 clusters Score -2602040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2602062.500000 Penalty: 3324.544678
	Iteration 54Q: 3 clusters Score -2602062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2602078.250000 Penalty: 3324.544678
	Iteration 55Q: 3 clusters Score -2602078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2602091.750000 Penalty: 3324.544678
	Iteration 56Q: 3 clusters Score -2602092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2602108.750000 Penalty: 3324.544678
	Iteration 57Q: 3 clusters Score -2602109 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2602125.000000 Penalty: 3324.544678
	Iteration 58Q: 3 clusters Score -2602125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2602142.250000 Penalty: 3324.544678
	Iteration 59Q: 3 clusters Score -2602142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2602156.750000 Penalty: 3324.544678
	Iteration 60F: 3 clusters Score -2602157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2602187.750000 Penalty: 3324.544678
	Iteration 61Q: 3 clusters Score -2602188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2602216.250000 Penalty: 3324.544678
	Iteration 62Q: 3 clusters Score -2602216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2602226.000000 Penalty: 3324.544678
	Iteration 63Q: 3 clusters Score -2602226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2602246.250000 Penalty: 3324.544678
	Iteration 64Q: 3 clusters Score -2602246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2602263.250000 Penalty: 3324.544678
	Iteration 65Q: 3 clusters Score -2602263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2602275.000000 Penalty: 3324.544678
	Iteration 66Q: 3 clusters Score -2602275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2602280.500000 Penalty: 3324.544678
	Iteration 67Q: 3 clusters Score -2602280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2602286.000000 Penalty: 3324.544678
	Iteration 68Q: 3 clusters Score -2602286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2602300.000000 Penalty: 3324.544678
	Iteration 69Q: 3 clusters Score -2602300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2602309.750000 Penalty: 3324.544678
	Iteration 70Q: 3 clusters Score -2602310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2602316.250000 Penalty: 3324.544678
	Iteration 71Q: 3 clusters Score -2602316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2602325.250000 Penalty: 3324.544678
	Iteration 72Q: 3 clusters Score -2602325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2602332.750000 Penalty: 3324.544678
	Iteration 73Q: 3 clusters Score -2602333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2602330.250000 Penalty: 3324.544678
	Iteration 74Q: 3 clusters Score -2602330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2602336.500000 Penalty: 3324.544678
	Iteration 75Q: 3 clusters Score -2602336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2602346.000000 Penalty: 3324.544678
	Iteration 76Q: 3 clusters Score -2602346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2602351.750000 Penalty: 3324.544678
	Iteration 77Q: 3 clusters Score -2602352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2602362.000000 Penalty: 3324.544678
	Iteration 78Q: 3 clusters Score -2602362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2602361.500000 Penalty: 3324.544678
	Iteration 79Q: 3 clusters Score -2602362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2602367.000000 Penalty: 3324.544678
	Iteration 80F: 3 clusters Score -2602367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2602373.000000 Penalty: 3324.544678
	Iteration 81Q: 3 clusters Score -2602373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2602375.750000 Penalty: 3324.544678
	Iteration 82Q: 3 clusters Score -2602376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2602372.750000 Penalty: 3324.544678
	Iteration 83Q: 3 clusters Score -2602373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2602381.500000 Penalty: 3324.544678
	Iteration 84Q: 3 clusters Score -2602382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2602381.250000 Penalty: 3324.544678
	Iteration 85Q: 3 clusters Score -2602381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2602382.750000 Penalty: 3324.544678
	Iteration 86Q: 3 clusters Score -2602383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2602383.250000 Penalty: 3324.544678
	Iteration 87Q: 3 clusters Score -2602383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2602383.500000 Penalty: 3324.544678
	Iteration 88Q: 3 clusters Score -2602384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2602385.750000 Penalty: 3324.544678
	Iteration 89Q: 3 clusters Score -2602386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2602385.500000 Penalty: 3324.544678
	Iteration 90Q: 3 clusters Score -2602386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2602385.250000 Penalty: 3324.544678
	Iteration 91Q: 3 clusters Score -2602385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2602386.000000 Penalty: 3324.544678
	Iteration 92Q: 3 clusters Score -2602386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2602385.250000 Penalty: 3324.544678
	Iteration 93Q: 3 clusters Score -2602385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2602386.000000 Penalty: 3324.544678
	Iteration 94Q: 3 clusters Score -2602386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2602386.000000 Penalty: 3324.544678
	Iteration 95F: 3 clusters Score -2602386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (314641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314641 members 
Entering Unmasked Estep 
Score: -28795676.000000 Penalty: 2057.117920
	Iteration 0F: 2 clusters Score -2.879568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157215 members 
Mstep: Class 2 contains 157426 members 
Entering Unmasked Estep 
Score: -28591036.000000 Penalty: 4114.235840
	Iteration 0F: 3 clusters Score -2.859104e+07 nChanged 153840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150373 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -28682814.000000 Penalty: 4114.235840
	Iteration 1F: 3 clusters Score -2.868281e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145312 members 
Mstep: Class 2 contains 169329 members 
Entering Unmasked Estep 
Score: -28684488.000000 Penalty: 4114.235840
	Iteration 2Q: 3 clusters Score -2.868449e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137324 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -28687234.000000 Penalty: 4114.235840
	Iteration 3Q: 3 clusters Score -2.868723e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 189529 members 
Entering Unmasked Estep 
Score: -28692464.000000 Penalty: 4114.235840
	Iteration 4Q: 3 clusters Score -2.869246e+07 nChanged 18098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 207187 members 
Entering Unmasked Estep 
Score: -28701460.000000 Penalty: 4114.235840
	Iteration 5F: 3 clusters Score -2.870146e+07 nChanged 24104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 231147 members 
Entering Unmasked Estep 
Score: -28718702.000000 Penalty: 4114.235840
	Iteration 6F: 3 clusters Score -2.87187e+07 nChanged 28176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 259311 members 
Entering Unmasked Estep 
Score: -28743856.000000 Penalty: 4114.235840
	Iteration 7F: 3 clusters Score -2.874386e+07 nChanged 26020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 285327 members 
Entering Unmasked Estep 
Score: -28769990.000000 Penalty: 4114.235840
	Iteration 8F: 3 clusters Score -2.876999e+07 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 302432 members 
Entering Unmasked Estep 
Score: -28785932.000000 Penalty: 4114.235840
	Iteration 9F: 3 clusters Score -2.878593e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 310394 members 
Entering Unmasked Estep 
Score: -28791532.000000 Penalty: 4114.235840
	Iteration 10Q: 3 clusters Score -2.879153e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 313204 members 
Entering Unmasked Estep 
Score: -28792962.000000 Penalty: 4114.235840
	Iteration 11Q: 3 clusters Score -2.879296e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 314103 members 
Entering Unmasked Estep 
Score: -28793600.000000 Penalty: 4114.235840
	Iteration 12Q: 3 clusters Score -2.87936e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314330 members 
Entering Unmasked Estep 
Score: -28793728.000000 Penalty: 4114.235840
	Iteration 13Q: 3 clusters Score -2.879373e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 314402 members 
Entering Unmasked Estep 
Score: -28793786.000000 Penalty: 4114.235840
	Iteration 14Q: 3 clusters Score -2.879379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 314428 members 
Entering Unmasked Estep 
Score: -28793816.000000 Penalty: 4114.235840
	Iteration 15Q: 3 clusters Score -2.879382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 314435 members 
Entering Unmasked Estep 
Score: -28793838.000000 Penalty: 4114.235840
	Iteration 16Q: 3 clusters Score -2.879384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 314437 members 
Entering Unmasked Estep 
Score: -28793840.000000 Penalty: 4114.235840
	Iteration 17Q: 3 clusters Score -2.879384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314441 members 
Entering Unmasked Estep 
Score: -28793856.000000 Penalty: 4114.235840
	Iteration 18Q: 3 clusters Score -2.879386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 314443 members 
Entering Unmasked Estep 
Score: -28793880.000000 Penalty: 4114.235840
	Iteration 19Q: 3 clusters Score -2.879388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 314445 members 
Entering Unmasked Estep 
Score: -28793864.000000 Penalty: 4114.235840
	Iteration 20F: 3 clusters Score -2.879386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 314445 members 
Entering Unmasked Estep 
Score: -28793888.000000 Penalty: 4114.235840
	Iteration 21Q: 3 clusters Score -2.879389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 314444 members 
Entering Unmasked Estep 
Score: -28793888.000000 Penalty: 4114.235840
	Iteration 22Q: 3 clusters Score -2.879389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 314444 members 
Entering Unmasked Estep 
Score: -28793880.000000 Penalty: 4114.235840
	Iteration 23Q: 3 clusters Score -2.879388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 314445 members 
Entering Unmasked Estep 
Score: -28793884.000000 Penalty: 4114.235840
	Iteration 24Q: 3 clusters Score -2.879388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 314445 members 
Entering Unmasked Estep 
Score: -28793884.000000 Penalty: 4114.235840
	Iteration 25F: 3 clusters Score -2.879388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Entering Unmasked Estep 
Score: -3837207.000000 Penalty: 1726.314087
	Iteration 0F: 2 clusters Score -3837207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3809826.250000 Penalty: 3452.628174
	Iteration 0F: 3 clusters Score -3809826 nChanged 19117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3820625.250000 Penalty: 3452.628174
	Iteration 1F: 3 clusters Score -3820625 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3821182.750000 Penalty: 3452.628174
	Iteration 2Q: 3 clusters Score -3821183 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3821778.750000 Penalty: 3452.628174
	Iteration 3Q: 3 clusters Score -3821779 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3822521.750000 Penalty: 3452.628174
	Iteration 4Q: 3 clusters Score -3822522 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3823489.250000 Penalty: 3452.628174
	Iteration 5Q: 3 clusters Score -3823489 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3824738.750000 Penalty: 3452.628174
	Iteration 6Q: 3 clusters Score -3824739 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3826289.500000 Penalty: 3452.628174
	Iteration 7F: 3 clusters Score -3826290 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -3827983.750000 Penalty: 3452.628174
	Iteration 8F: 3 clusters Score -3827984 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3829506.250000 Penalty: 3452.628174
	Iteration 9F: 3 clusters Score -3829506 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3830646.250000 Penalty: 3452.628174
	Iteration 10Q: 3 clusters Score -3830646 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3831473.250000 Penalty: 3452.628174
	Iteration 11Q: 3 clusters Score -3831473 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3832082.750000 Penalty: 3452.628174
	Iteration 12Q: 3 clusters Score -3832083 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3832524.000000 Penalty: 3452.628174
	Iteration 13Q: 3 clusters Score -3832524 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3832853.500000 Penalty: 3452.628174
	Iteration 14Q: 3 clusters Score -3832854 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3833134.750000 Penalty: 3452.628174
	Iteration 15Q: 3 clusters Score -3833135 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3833390.500000 Penalty: 3452.628174
	Iteration 16Q: 3 clusters Score -3833390 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3833645.750000 Penalty: 3452.628174
	Iteration 17Q: 3 clusters Score -3833646 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3833916.500000 Penalty: 3452.628174
	Iteration 18Q: 3 clusters Score -3833916 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3834164.500000 Penalty: 3452.628174
	Iteration 19Q: 3 clusters Score -3834164 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3834363.750000 Penalty: 3452.628174
	Iteration 20F: 3 clusters Score -3834364 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3834596.500000 Penalty: 3452.628174
	Iteration 21Q: 3 clusters Score -3834596 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3834804.250000 Penalty: 3452.628174
	Iteration 22Q: 3 clusters Score -3834804 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3834949.500000 Penalty: 3452.628174
	Iteration 23Q: 3 clusters Score -3834950 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3835069.250000 Penalty: 3452.628174
	Iteration 24Q: 3 clusters Score -3835069 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3835197.250000 Penalty: 3452.628174
	Iteration 25Q: 3 clusters Score -3835197 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3835329.500000 Penalty: 3452.628174
	Iteration 26Q: 3 clusters Score -3835330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3835423.500000 Penalty: 3452.628174
	Iteration 27Q: 3 clusters Score -3835424 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3835484.500000 Penalty: 3452.628174
	Iteration 28Q: 3 clusters Score -3835484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3835539.500000 Penalty: 3452.628174
	Iteration 29Q: 3 clusters Score -3835540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3835569.750000 Penalty: 3452.628174
	Iteration 30Q: 3 clusters Score -3835570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3835599.750000 Penalty: 3452.628174
	Iteration 31Q: 3 clusters Score -3835600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3835620.750000 Penalty: 3452.628174
	Iteration 32Q: 3 clusters Score -3835621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3835637.750000 Penalty: 3452.628174
	Iteration 33Q: 3 clusters Score -3835638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3835656.500000 Penalty: 3452.628174
	Iteration 34Q: 3 clusters Score -3835656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3835685.500000 Penalty: 3452.628174
	Iteration 35Q: 3 clusters Score -3835686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3835696.250000 Penalty: 3452.628174
	Iteration 36Q: 3 clusters Score -3835696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3835710.250000 Penalty: 3452.628174
	Iteration 37Q: 3 clusters Score -3835710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3835721.750000 Penalty: 3452.628174
	Iteration 38Q: 3 clusters Score -3835722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3835723.750000 Penalty: 3452.628174
	Iteration 39Q: 3 clusters Score -3835724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3835732.750000 Penalty: 3452.628174
	Iteration 40F: 3 clusters Score -3835733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3835734.250000 Penalty: 3452.628174
	Iteration 41Q: 3 clusters Score -3835734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3835738.500000 Penalty: 3452.628174
	Iteration 42Q: 3 clusters Score -3835738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3835745.500000 Penalty: 3452.628174
	Iteration 43Q: 3 clusters Score -3835746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3835759.250000 Penalty: 3452.628174
	Iteration 44Q: 3 clusters Score -3835759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3835763.750000 Penalty: 3452.628174
	Iteration 45Q: 3 clusters Score -3835764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3835772.500000 Penalty: 3452.628174
	Iteration 46Q: 3 clusters Score -3835772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3835775.500000 Penalty: 3452.628174
	Iteration 47Q: 3 clusters Score -3835776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3835778.750000 Penalty: 3452.628174
	Iteration 48Q: 3 clusters Score -3835779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3835780.250000 Penalty: 3452.628174
	Iteration 49Q: 3 clusters Score -3835780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3835783.500000 Penalty: 3452.628174
	Iteration 50Q: 3 clusters Score -3835784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3835785.250000 Penalty: 3452.628174
	Iteration 51Q: 3 clusters Score -3835785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3835783.750000 Penalty: 3452.628174
	Iteration 52Q: 3 clusters Score -3835784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3835786.500000 Penalty: 3452.628174
	Iteration 53Q: 3 clusters Score -3835786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3835785.250000 Penalty: 3452.628174
	Iteration 54Q: 3 clusters Score -3835785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3835785.000000 Penalty: 3452.628174
	Iteration 55Q: 3 clusters Score -3835785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3835785.000000 Penalty: 3452.628174
	Iteration 56F: 3 clusters Score -3835785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Entering Unmasked Estep 
Score: -1348934.500000 Penalty: 1556.419312
	Iteration 0F: 2 clusters Score -1348934 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 7281 members 
Entering Unmasked Estep 
Score: -1338901.000000 Penalty: 3112.838623
	Iteration 0F: 3 clusters Score -1338901 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1342375.625000 Penalty: 3112.838623
	Iteration 1F: 3 clusters Score -1342376 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1342639.500000 Penalty: 3112.838623
	Iteration 2F: 3 clusters Score -1342640 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1342895.125000 Penalty: 3112.838623
	Iteration 3Q: 3 clusters Score -1342895 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1343148.875000 Penalty: 3112.838623
	Iteration 4Q: 3 clusters Score -1343149 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1343431.750000 Penalty: 3112.838623
	Iteration 5Q: 3 clusters Score -1343432 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1343797.250000 Penalty: 3112.838623
	Iteration 6Q: 3 clusters Score -1343797 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1344238.125000 Penalty: 3112.838623
	Iteration 7Q: 3 clusters Score -1344238 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1344760.125000 Penalty: 3112.838623
	Iteration 8Q: 3 clusters Score -1344760 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1345370.875000 Penalty: 3112.838623
	Iteration 9F: 3 clusters Score -1345371 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1345941.875000 Penalty: 3112.838623
	Iteration 10Q: 3 clusters Score -1345942 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1346467.750000 Penalty: 3112.838623
	Iteration 11Q: 3 clusters Score -1346468 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1346874.375000 Penalty: 3112.838623
	Iteration 12Q: 3 clusters Score -1346874 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1347152.875000 Penalty: 3112.838623
	Iteration 13Q: 3 clusters Score -1347153 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1347329.125000 Penalty: 3112.838623
	Iteration 14Q: 3 clusters Score -1347329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1347440.500000 Penalty: 3112.838623
	Iteration 15Q: 3 clusters Score -1347440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1347501.125000 Penalty: 3112.838623
	Iteration 16Q: 3 clusters Score -1347501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1347533.625000 Penalty: 3112.838623
	Iteration 17Q: 3 clusters Score -1347534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1347559.375000 Penalty: 3112.838623
	Iteration 18Q: 3 clusters Score -1347559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1347574.875000 Penalty: 3112.838623
	Iteration 19Q: 3 clusters Score -1347575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1347590.000000 Penalty: 3112.838623
	Iteration 20F: 3 clusters Score -1347590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1347601.000000 Penalty: 3112.838623
	Iteration 21Q: 3 clusters Score -1347601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1347612.875000 Penalty: 3112.838623
	Iteration 22Q: 3 clusters Score -1347613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1347617.625000 Penalty: 3112.838623
	Iteration 23Q: 3 clusters Score -1347618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1347618.000000 Penalty: 3112.838623
	Iteration 24Q: 3 clusters Score -1347618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1347622.000000 Penalty: 3112.838623
	Iteration 25Q: 3 clusters Score -1347622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1347625.250000 Penalty: 3112.838623
	Iteration 26Q: 3 clusters Score -1347625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1347631.875000 Penalty: 3112.838623
	Iteration 27Q: 3 clusters Score -1347632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1347631.875000 Penalty: 3112.838623
	Iteration 28F: 3 clusters Score -1347632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -82474.070312 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -82474.07 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 483 members 
Entering Unmasked Estep 
Score: -81039.585938 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -81039.59 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81317.562500 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -81317.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81386.210938 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -81386.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81430.093750 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -81430.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -81469.578125 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -81469.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -81495.117188 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -81495.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81509.593750 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -81509.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81525.609375 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -81525.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -81538.046875 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -81538.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -81544.718750 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -81544.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -81548.085938 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -81548.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -81550.414062 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -81550.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -81552.039062 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -81552.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -81552.718750 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -81552.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81554.468750 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -81554.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -81558.476562 Penalty: 2238.786133
	Iteration 15Q: 3 clusters Score -81558.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81561.554688 Penalty: 2238.786133
	Iteration 16Q: 3 clusters Score -81561.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81561.554688 Penalty: 2238.786133
	Iteration 17F: 3 clusters Score -81561.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -94391.750000 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -94391.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -92906.203125 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -92906.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -93233.062500 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -93233.06 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -93350.781250 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -93350.78 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -93412.773438 Penalty: 2295.490723
	Iteration 3Q: 3 clusters Score -93412.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -93456.273438 Penalty: 2295.490723
	Iteration 4Q: 3 clusters Score -93456.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -93476.382812 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -93476.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93495.468750 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -93495.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93506.656250 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -93506.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -93515.554688 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -93515.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93519.125000 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -93519.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -93520.773438 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -93520.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -93520.773438 Penalty: 2295.490723
	Iteration 11F: 3 clusters Score -93520.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Entering Unmasked Estep 
Score: -2032421.125000 Penalty: 1628.600952
	Iteration 0F: 2 clusters Score -2032421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2017123.625000 Penalty: 3257.201904
	Iteration 0F: 3 clusters Score -2017124 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2022754.000000 Penalty: 3257.201904
	Iteration 1F: 3 clusters Score -2022754 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2023144.000000 Penalty: 3257.201904
	Iteration 2Q: 3 clusters Score -2023144 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2023580.000000 Penalty: 3257.201904
	Iteration 3Q: 3 clusters Score -2023580 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2024074.500000 Penalty: 3257.201904
	Iteration 4Q: 3 clusters Score -2024074 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2024763.625000 Penalty: 3257.201904
	Iteration 5F: 3 clusters Score -2024764 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2025729.125000 Penalty: 3257.201904
	Iteration 6F: 3 clusters Score -2025729 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2026938.875000 Penalty: 3257.201904
	Iteration 7F: 3 clusters Score -2026939 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2028226.875000 Penalty: 3257.201904
	Iteration 8F: 3 clusters Score -2028227 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2029232.250000 Penalty: 3257.201904
	Iteration 9F: 3 clusters Score -2029232 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2030022.625000 Penalty: 3257.201904
	Iteration 10Q: 3 clusters Score -2030023 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2030511.000000 Penalty: 3257.201904
	Iteration 11Q: 3 clusters Score -2030511 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2030743.875000 Penalty: 3257.201904
	Iteration 12Q: 3 clusters Score -2030744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2030845.875000 Penalty: 3257.201904
	Iteration 13Q: 3 clusters Score -2030846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2030894.125000 Penalty: 3257.201904
	Iteration 14Q: 3 clusters Score -2030894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2030927.750000 Penalty: 3257.201904
	Iteration 15Q: 3 clusters Score -2030928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2030952.875000 Penalty: 3257.201904
	Iteration 16Q: 3 clusters Score -2030953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2030974.500000 Penalty: 3257.201904
	Iteration 17Q: 3 clusters Score -2030974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2030979.375000 Penalty: 3257.201904
	Iteration 18Q: 3 clusters Score -2030979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2030985.625000 Penalty: 3257.201904
	Iteration 19Q: 3 clusters Score -2030986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2030994.250000 Penalty: 3257.201904
	Iteration 20F: 3 clusters Score -2030994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2031002.750000 Penalty: 3257.201904
	Iteration 21Q: 3 clusters Score -2031003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2031004.500000 Penalty: 3257.201904
	Iteration 22Q: 3 clusters Score -2031004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2031004.500000 Penalty: 3257.201904
	Iteration 23F: 3 clusters Score -2031004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -186687.078125 Penalty: 1233.102539
	Iteration 0F: 2 clusters Score -186687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -184611.078125 Penalty: 2466.205078
	Iteration 0F: 3 clusters Score -184611.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -185051.000000 Penalty: 2466.205078
	Iteration 1F: 3 clusters Score -185051 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -185159.328125 Penalty: 2466.205078
	Iteration 2F: 3 clusters Score -185159.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -185212.656250 Penalty: 2466.205078
	Iteration 3Q: 3 clusters Score -185212.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -185245.171875 Penalty: 2466.205078
	Iteration 4Q: 3 clusters Score -185245.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -185272.906250 Penalty: 2466.205078
	Iteration 5Q: 3 clusters Score -185272.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -185291.015625 Penalty: 2466.205078
	Iteration 6Q: 3 clusters Score -185291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -185300.062500 Penalty: 2466.205078
	Iteration 7Q: 3 clusters Score -185300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -185305.421875 Penalty: 2466.205078
	Iteration 8Q: 3 clusters Score -185305.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -185310.000000 Penalty: 2466.205078
	Iteration 9Q: 3 clusters Score -185310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -185312.937500 Penalty: 2466.205078
	Iteration 10Q: 3 clusters Score -185312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -185313.406250 Penalty: 2466.205078
	Iteration 11Q: 3 clusters Score -185313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -185313.406250 Penalty: 2466.205078
	Iteration 12F: 3 clusters Score -185313.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Entering Unmasked Estep 
Score: -5509577.000000 Penalty: 1784.917114
	Iteration 0F: 2 clusters Score -5509577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -5470122.000000 Penalty: 3569.834229
	Iteration 0F: 3 clusters Score -5470122 nChanged 27848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -5485962.500000 Penalty: 3569.834229
	Iteration 1F: 3 clusters Score -5485962 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5486545.000000 Penalty: 3569.834229
	Iteration 2Q: 3 clusters Score -5486545 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5487229.500000 Penalty: 3569.834229
	Iteration 3Q: 3 clusters Score -5487230 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5488192.500000 Penalty: 3569.834229
	Iteration 4Q: 3 clusters Score -5488192 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5489755.000000 Penalty: 3569.834229
	Iteration 5F: 3 clusters Score -5489755 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5492068.000000 Penalty: 3569.834229
	Iteration 6F: 3 clusters Score -5492068 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -5495284.000000 Penalty: 3569.834229
	Iteration 7F: 3 clusters Score -5495284 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5498666.000000 Penalty: 3569.834229
	Iteration 8F: 3 clusters Score -5498666 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -5501476.000000 Penalty: 3569.834229
	Iteration 9F: 3 clusters Score -5501476 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -5503529.500000 Penalty: 3569.834229
	Iteration 10Q: 3 clusters Score -5503530 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5504819.500000 Penalty: 3569.834229
	Iteration 11Q: 3 clusters Score -5504820 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -5505767.000000 Penalty: 3569.834229
	Iteration 12Q: 3 clusters Score -5505767 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -5506361.500000 Penalty: 3569.834229
	Iteration 13Q: 3 clusters Score -5506362 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5506784.500000 Penalty: 3569.834229
	Iteration 14Q: 3 clusters Score -5506784 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5507102.000000 Penalty: 3569.834229
	Iteration 15Q: 3 clusters Score -5507102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5507366.000000 Penalty: 3569.834229
	Iteration 16Q: 3 clusters Score -5507366 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5507541.000000 Penalty: 3569.834229
	Iteration 17Q: 3 clusters Score -5507541 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5507675.500000 Penalty: 3569.834229
	Iteration 18Q: 3 clusters Score -5507676 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5507784.500000 Penalty: 3569.834229
	Iteration 19Q: 3 clusters Score -5507784 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5507856.500000 Penalty: 3569.834229
	Iteration 20F: 3 clusters Score -5507856 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5507923.500000 Penalty: 3569.834229
	Iteration 21Q: 3 clusters Score -5507924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5507956.500000 Penalty: 3569.834229
	Iteration 22Q: 3 clusters Score -5507956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5508003.000000 Penalty: 3569.834229
	Iteration 23Q: 3 clusters Score -5508003 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5508035.000000 Penalty: 3569.834229
	Iteration 24Q: 3 clusters Score -5508035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5508063.500000 Penalty: 3569.834229
	Iteration 25Q: 3 clusters Score -5508064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5508090.000000 Penalty: 3569.834229
	Iteration 26Q: 3 clusters Score -5508090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5508113.000000 Penalty: 3569.834229
	Iteration 27Q: 3 clusters Score -5508113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5508137.500000 Penalty: 3569.834229
	Iteration 28Q: 3 clusters Score -5508138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5508144.500000 Penalty: 3569.834229
	Iteration 29Q: 3 clusters Score -5508144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5508168.000000 Penalty: 3569.834229
	Iteration 30Q: 3 clusters Score -5508168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5508169.500000 Penalty: 3569.834229
	Iteration 31Q: 3 clusters Score -5508170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5508183.500000 Penalty: 3569.834229
	Iteration 32Q: 3 clusters Score -5508184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5508193.000000 Penalty: 3569.834229
	Iteration 33Q: 3 clusters Score -5508193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5508192.000000 Penalty: 3569.834229
	Iteration 34Q: 3 clusters Score -5508192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5508194.500000 Penalty: 3569.834229
	Iteration 35Q: 3 clusters Score -5508194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5508198.500000 Penalty: 3569.834229
	Iteration 36Q: 3 clusters Score -5508198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5508201.500000 Penalty: 3569.834229
	Iteration 37Q: 3 clusters Score -5508202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5508201.500000 Penalty: 3569.834229
	Iteration 38Q: 3 clusters Score -5508202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5508207.500000 Penalty: 3569.834229
	Iteration 39Q: 3 clusters Score -5508208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5508218.500000 Penalty: 3569.834229
	Iteration 40F: 3 clusters Score -5508218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5508222.500000 Penalty: 3569.834229
	Iteration 41Q: 3 clusters Score -5508222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5508235.000000 Penalty: 3569.834229
	Iteration 42Q: 3 clusters Score -5508235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5508231.000000 Penalty: 3569.834229
	Iteration 43Q: 3 clusters Score -5508231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5508232.000000 Penalty: 3569.834229
	Iteration 44Q: 3 clusters Score -5508232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5508232.500000 Penalty: 3569.834229
	Iteration 45Q: 3 clusters Score -5508232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5508232.500000 Penalty: 3569.834229
	Iteration 46F: 3 clusters Score -5508232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Entering Unmasked Estep 
Score: -3414040.250000 Penalty: 1707.358154
	Iteration 0F: 2 clusters Score -3414040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3389440.750000 Penalty: 3414.716309
	Iteration 0F: 3 clusters Score -3389441 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3399146.750000 Penalty: 3414.716309
	Iteration 1F: 3 clusters Score -3399147 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3399862.000000 Penalty: 3414.716309
	Iteration 2Q: 3 clusters Score -3399862 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3400720.500000 Penalty: 3414.716309
	Iteration 3Q: 3 clusters Score -3400720 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3401669.500000 Penalty: 3414.716309
	Iteration 4F: 3 clusters Score -3401670 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3402820.750000 Penalty: 3414.716309
	Iteration 5F: 3 clusters Score -3402821 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3404416.250000 Penalty: 3414.716309
	Iteration 6F: 3 clusters Score -3404416 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3406374.750000 Penalty: 3414.716309
	Iteration 7F: 3 clusters Score -3406375 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3408053.500000 Penalty: 3414.716309
	Iteration 8F: 3 clusters Score -3408054 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3408750.500000 Penalty: 3414.716309
	Iteration 9Q: 3 clusters Score -3408750 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3409023.500000 Penalty: 3414.716309
	Iteration 10Q: 3 clusters Score -3409024 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3409204.250000 Penalty: 3414.716309
	Iteration 11Q: 3 clusters Score -3409204 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3409330.750000 Penalty: 3414.716309
	Iteration 12Q: 3 clusters Score -3409331 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3409451.000000 Penalty: 3414.716309
	Iteration 13Q: 3 clusters Score -3409451 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3409597.500000 Penalty: 3414.716309
	Iteration 14Q: 3 clusters Score -3409598 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3409740.750000 Penalty: 3414.716309
	Iteration 15Q: 3 clusters Score -3409741 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3409888.250000 Penalty: 3414.716309
	Iteration 16Q: 3 clusters Score -3409888 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3410024.250000 Penalty: 3414.716309
	Iteration 17Q: 3 clusters Score -3410024 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3410145.000000 Penalty: 3414.716309
	Iteration 18Q: 3 clusters Score -3410145 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3410240.250000 Penalty: 3414.716309
	Iteration 19Q: 3 clusters Score -3410240 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3410337.500000 Penalty: 3414.716309
	Iteration 20F: 3 clusters Score -3410338 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3410448.500000 Penalty: 3414.716309
	Iteration 21Q: 3 clusters Score -3410448 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3410562.000000 Penalty: 3414.716309
	Iteration 22Q: 3 clusters Score -3410562 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3410652.000000 Penalty: 3414.716309
	Iteration 23Q: 3 clusters Score -3410652 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3410761.250000 Penalty: 3414.716309
	Iteration 24Q: 3 clusters Score -3410761 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3410849.750000 Penalty: 3414.716309
	Iteration 25Q: 3 clusters Score -3410850 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3410926.250000 Penalty: 3414.716309
	Iteration 26Q: 3 clusters Score -3410926 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3410996.000000 Penalty: 3414.716309
	Iteration 27Q: 3 clusters Score -3410996 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3411041.750000 Penalty: 3414.716309
	Iteration 28Q: 3 clusters Score -3411042 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3411111.250000 Penalty: 3414.716309
	Iteration 29Q: 3 clusters Score -3411111 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3411168.250000 Penalty: 3414.716309
	Iteration 30Q: 3 clusters Score -3411168 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3411230.000000 Penalty: 3414.716309
	Iteration 31Q: 3 clusters Score -3411230 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3411275.750000 Penalty: 3414.716309
	Iteration 32Q: 3 clusters Score -3411276 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3411346.000000 Penalty: 3414.716309
	Iteration 33Q: 3 clusters Score -3411346 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3411419.000000 Penalty: 3414.716309
	Iteration 34Q: 3 clusters Score -3411419 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3411498.750000 Penalty: 3414.716309
	Iteration 35Q: 3 clusters Score -3411499 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3411567.500000 Penalty: 3414.716309
	Iteration 36Q: 3 clusters Score -3411568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3411627.250000 Penalty: 3414.716309
	Iteration 37Q: 3 clusters Score -3411627 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3411696.750000 Penalty: 3414.716309
	Iteration 38Q: 3 clusters Score -3411697 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3411741.750000 Penalty: 3414.716309
	Iteration 39Q: 3 clusters Score -3411742 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3411794.750000 Penalty: 3414.716309
	Iteration 40F: 3 clusters Score -3411795 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3411862.250000 Penalty: 3414.716309
	Iteration 41Q: 3 clusters Score -3411862 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3411916.000000 Penalty: 3414.716309
	Iteration 42Q: 3 clusters Score -3411916 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3411961.000000 Penalty: 3414.716309
	Iteration 43Q: 3 clusters Score -3411961 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3412017.000000 Penalty: 3414.716309
	Iteration 44Q: 3 clusters Score -3412017 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3412058.500000 Penalty: 3414.716309
	Iteration 45Q: 3 clusters Score -3412058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3412103.750000 Penalty: 3414.716309
	Iteration 46Q: 3 clusters Score -3412104 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3412141.250000 Penalty: 3414.716309
	Iteration 47Q: 3 clusters Score -3412141 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3412187.250000 Penalty: 3414.716309
	Iteration 48Q: 3 clusters Score -3412187 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3412226.750000 Penalty: 3414.716309
	Iteration 49Q: 3 clusters Score -3412227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3412248.000000 Penalty: 3414.716309
	Iteration 50Q: 3 clusters Score -3412248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3412279.250000 Penalty: 3414.716309
	Iteration 51Q: 3 clusters Score -3412279 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3412311.750000 Penalty: 3414.716309
	Iteration 52Q: 3 clusters Score -3412312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3412331.250000 Penalty: 3414.716309
	Iteration 53Q: 3 clusters Score -3412331 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3412356.000000 Penalty: 3414.716309
	Iteration 54Q: 3 clusters Score -3412356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3412369.750000 Penalty: 3414.716309
	Iteration 55Q: 3 clusters Score -3412370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3412376.500000 Penalty: 3414.716309
	Iteration 56Q: 3 clusters Score -3412376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3412405.000000 Penalty: 3414.716309
	Iteration 57Q: 3 clusters Score -3412405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3412432.250000 Penalty: 3414.716309
	Iteration 58Q: 3 clusters Score -3412432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3412452.250000 Penalty: 3414.716309
	Iteration 59Q: 3 clusters Score -3412452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3412460.750000 Penalty: 3414.716309
	Iteration 60F: 3 clusters Score -3412461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3412471.000000 Penalty: 3414.716309
	Iteration 61Q: 3 clusters Score -3412471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3412478.500000 Penalty: 3414.716309
	Iteration 62Q: 3 clusters Score -3412478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3412490.000000 Penalty: 3414.716309
	Iteration 63Q: 3 clusters Score -3412490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3412487.000000 Penalty: 3414.716309
	Iteration 64Q: 3 clusters Score -3412487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3412513.250000 Penalty: 3414.716309
	Iteration 65Q: 3 clusters Score -3412513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3412526.250000 Penalty: 3414.716309
	Iteration 66Q: 3 clusters Score -3412526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3412546.750000 Penalty: 3414.716309
	Iteration 67Q: 3 clusters Score -3412547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3412555.750000 Penalty: 3414.716309
	Iteration 68Q: 3 clusters Score -3412556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3412561.250000 Penalty: 3414.716309
	Iteration 69Q: 3 clusters Score -3412561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3412564.000000 Penalty: 3414.716309
	Iteration 70Q: 3 clusters Score -3412564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3412570.500000 Penalty: 3414.716309
	Iteration 71Q: 3 clusters Score -3412570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3412577.750000 Penalty: 3414.716309
	Iteration 72Q: 3 clusters Score -3412578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3412581.000000 Penalty: 3414.716309
	Iteration 73Q: 3 clusters Score -3412581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3412596.000000 Penalty: 3414.716309
	Iteration 74Q: 3 clusters Score -3412596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3412591.250000 Penalty: 3414.716309
	Iteration 75Q: 3 clusters Score -3412591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3412592.250000 Penalty: 3414.716309
	Iteration 76Q: 3 clusters Score -3412592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3412598.250000 Penalty: 3414.716309
	Iteration 77Q: 3 clusters Score -3412598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3412600.000000 Penalty: 3414.716309
	Iteration 78Q: 3 clusters Score -3412600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3412602.500000 Penalty: 3414.716309
	Iteration 79Q: 3 clusters Score -3412602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3412600.500000 Penalty: 3414.716309
	Iteration 80F: 3 clusters Score -3412600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3412598.750000 Penalty: 3414.716309
	Iteration 81Q: 3 clusters Score -3412599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3412599.000000 Penalty: 3414.716309
	Iteration 82Q: 3 clusters Score -3412599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3412599.750000 Penalty: 3414.716309
	Iteration 83Q: 3 clusters Score -3412600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3412600.250000 Penalty: 3414.716309
	Iteration 84Q: 3 clusters Score -3412600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3412599.750000 Penalty: 3414.716309
	Iteration 85Q: 3 clusters Score -3412600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3412602.500000 Penalty: 3414.716309
	Iteration 86Q: 3 clusters Score -3412602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3412602.500000 Penalty: 3414.716309
	Iteration 87F: 3 clusters Score -3412602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Entering Unmasked Estep 
Score: -1167768.250000 Penalty: 1530.768555
	Iteration 0F: 2 clusters Score -1167768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1159149.375000 Penalty: 3061.537109
	Iteration 0F: 3 clusters Score -1159149 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1162085.750000 Penalty: 3061.537109
	Iteration 1F: 3 clusters Score -1162086 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1162455.250000 Penalty: 3061.537109
	Iteration 2F: 3 clusters Score -1162455 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1162792.250000 Penalty: 3061.537109
	Iteration 3F: 3 clusters Score -1162792 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1163124.250000 Penalty: 3061.537109
	Iteration 4F: 3 clusters Score -1163124 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1163464.875000 Penalty: 3061.537109
	Iteration 5F: 3 clusters Score -1163465 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1163848.000000 Penalty: 3061.537109
	Iteration 6F: 3 clusters Score -1163848 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1164264.875000 Penalty: 3061.537109
	Iteration 7F: 3 clusters Score -1164265 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1164682.750000 Penalty: 3061.537109
	Iteration 8F: 3 clusters Score -1164683 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1165025.500000 Penalty: 3061.537109
	Iteration 9Q: 3 clusters Score -1165026 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1165263.125000 Penalty: 3061.537109
	Iteration 10Q: 3 clusters Score -1165263 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1165387.750000 Penalty: 3061.537109
	Iteration 11Q: 3 clusters Score -1165388 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1165454.375000 Penalty: 3061.537109
	Iteration 12Q: 3 clusters Score -1165454 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1165495.125000 Penalty: 3061.537109
	Iteration 13Q: 3 clusters Score -1165495 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1165517.000000 Penalty: 3061.537109
	Iteration 14Q: 3 clusters Score -1165517 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1165535.125000 Penalty: 3061.537109
	Iteration 15Q: 3 clusters Score -1165535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1165544.125000 Penalty: 3061.537109
	Iteration 16Q: 3 clusters Score -1165544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1165549.375000 Penalty: 3061.537109
	Iteration 17Q: 3 clusters Score -1165549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1165555.625000 Penalty: 3061.537109
	Iteration 18Q: 3 clusters Score -1165556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1165562.250000 Penalty: 3061.537109
	Iteration 19Q: 3 clusters Score -1165562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1165572.625000 Penalty: 3061.537109
	Iteration 20F: 3 clusters Score -1165573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1165577.500000 Penalty: 3061.537109
	Iteration 21Q: 3 clusters Score -1165578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1165588.250000 Penalty: 3061.537109
	Iteration 22Q: 3 clusters Score -1165588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1165593.000000 Penalty: 3061.537109
	Iteration 23Q: 3 clusters Score -1165593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1165599.500000 Penalty: 3061.537109
	Iteration 24Q: 3 clusters Score -1165600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1165605.125000 Penalty: 3061.537109
	Iteration 25Q: 3 clusters Score -1165605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1165612.875000 Penalty: 3061.537109
	Iteration 26Q: 3 clusters Score -1165613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1165617.250000 Penalty: 3061.537109
	Iteration 27Q: 3 clusters Score -1165617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1165626.625000 Penalty: 3061.537109
	Iteration 28Q: 3 clusters Score -1165627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1165628.625000 Penalty: 3061.537109
	Iteration 29Q: 3 clusters Score -1165629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1165631.250000 Penalty: 3061.537109
	Iteration 30Q: 3 clusters Score -1165631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1165635.250000 Penalty: 3061.537109
	Iteration 31Q: 3 clusters Score -1165635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1165639.500000 Penalty: 3061.537109
	Iteration 32Q: 3 clusters Score -1165640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1165646.000000 Penalty: 3061.537109
	Iteration 33Q: 3 clusters Score -1165646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1165646.625000 Penalty: 3061.537109
	Iteration 34Q: 3 clusters Score -1165647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1165653.000000 Penalty: 3061.537109
	Iteration 35Q: 3 clusters Score -1165653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1165655.750000 Penalty: 3061.537109
	Iteration 36Q: 3 clusters Score -1165656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1165659.750000 Penalty: 3061.537109
	Iteration 37Q: 3 clusters Score -1165660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1165660.000000 Penalty: 3061.537109
	Iteration 38Q: 3 clusters Score -1165660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1165663.000000 Penalty: 3061.537109
	Iteration 39Q: 3 clusters Score -1165663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1165673.750000 Penalty: 3061.537109
	Iteration 40F: 3 clusters Score -1165674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1165678.500000 Penalty: 3061.537109
	Iteration 41Q: 3 clusters Score -1165678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1165686.625000 Penalty: 3061.537109
	Iteration 42Q: 3 clusters Score -1165687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1165696.250000 Penalty: 3061.537109
	Iteration 43Q: 3 clusters Score -1165696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1165706.875000 Penalty: 3061.537109
	Iteration 44Q: 3 clusters Score -1165707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1165718.500000 Penalty: 3061.537109
	Iteration 45Q: 3 clusters Score -1165718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1165731.125000 Penalty: 3061.537109
	Iteration 46Q: 3 clusters Score -1165731 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1165742.750000 Penalty: 3061.537109
	Iteration 47Q: 3 clusters Score -1165743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1165757.500000 Penalty: 3061.537109
	Iteration 48Q: 3 clusters Score -1165758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1165767.250000 Penalty: 3061.537109
	Iteration 49Q: 3 clusters Score -1165767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1165780.500000 Penalty: 3061.537109
	Iteration 50Q: 3 clusters Score -1165780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1165794.125000 Penalty: 3061.537109
	Iteration 51Q: 3 clusters Score -1165794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1165806.000000 Penalty: 3061.537109
	Iteration 52Q: 3 clusters Score -1165806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1165823.000000 Penalty: 3061.537109
	Iteration 53Q: 3 clusters Score -1165823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1165835.000000 Penalty: 3061.537109
	Iteration 54Q: 3 clusters Score -1165835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1165849.375000 Penalty: 3061.537109
	Iteration 55Q: 3 clusters Score -1165849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1165860.375000 Penalty: 3061.537109
	Iteration 56Q: 3 clusters Score -1165860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1165877.250000 Penalty: 3061.537109
	Iteration 57Q: 3 clusters Score -1165877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1165894.250000 Penalty: 3061.537109
	Iteration 58Q: 3 clusters Score -1165894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1165912.000000 Penalty: 3061.537109
	Iteration 59Q: 3 clusters Score -1165912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1165933.000000 Penalty: 3061.537109
	Iteration 60F: 3 clusters Score -1165933 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1165953.750000 Penalty: 3061.537109
	Iteration 61Q: 3 clusters Score -1165954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1165970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1165983.500000 Penalty: 3061.537109
	Iteration 63Q: 3 clusters Score -1165984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1165996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1166001.625000 Penalty: 3061.537109
	Iteration 65Q: 3 clusters Score -1166002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1166013.875000 Penalty: 3061.537109
	Iteration 66Q: 3 clusters Score -1166014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1166020.875000 Penalty: 3061.537109
	Iteration 67Q: 3 clusters Score -1166021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1166037.875000 Penalty: 3061.537109
	Iteration 68Q: 3 clusters Score -1166038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1166050.625000 Penalty: 3061.537109
	Iteration 69Q: 3 clusters Score -1166051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1166070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1166090.875000 Penalty: 3061.537109
	Iteration 71Q: 3 clusters Score -1166091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1166115.750000 Penalty: 3061.537109
	Iteration 72Q: 3 clusters Score -1166116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1166144.000000 Penalty: 3061.537109
	Iteration 73Q: 3 clusters Score -1166144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1166173.000000 Penalty: 3061.537109
	Iteration 74Q: 3 clusters Score -1166173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1166202.125000 Penalty: 3061.537109
	Iteration 75Q: 3 clusters Score -1166202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1166225.625000 Penalty: 3061.537109
	Iteration 76Q: 3 clusters Score -1166226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1166249.250000 Penalty: 3061.537109
	Iteration 77Q: 3 clusters Score -1166249 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1166277.625000 Penalty: 3061.537109
	Iteration 78Q: 3 clusters Score -1166278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1166295.750000 Penalty: 3061.537109
	Iteration 79Q: 3 clusters Score -1166296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1166312.500000 Penalty: 3061.537109
	Iteration 80F: 3 clusters Score -1166312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1166324.250000 Penalty: 3061.537109
	Iteration 81Q: 3 clusters Score -1166324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1166332.875000 Penalty: 3061.537109
	Iteration 82Q: 3 clusters Score -1166333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1166338.375000 Penalty: 3061.537109
	Iteration 83Q: 3 clusters Score -1166338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1166343.500000 Penalty: 3061.537109
	Iteration 84Q: 3 clusters Score -1166344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1166344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1166349.250000 Penalty: 3061.537109
	Iteration 86Q: 3 clusters Score -1166349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1166356.375000 Penalty: 3061.537109
	Iteration 87Q: 3 clusters Score -1166356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1166364.500000 Penalty: 3061.537109
	Iteration 88Q: 3 clusters Score -1166364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1166366.750000 Penalty: 3061.537109
	Iteration 89Q: 3 clusters Score -1166367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1166366.625000 Penalty: 3061.537109
	Iteration 90Q: 3 clusters Score -1166367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1166369.125000 Penalty: 3061.537109
	Iteration 91Q: 3 clusters Score -1166369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1166373.000000 Penalty: 3061.537109
	Iteration 92Q: 3 clusters Score -1166373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1166374.625000 Penalty: 3061.537109
	Iteration 93Q: 3 clusters Score -1166375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1166376.750000 Penalty: 3061.537109
	Iteration 94Q: 3 clusters Score -1166377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1166384.125000 Penalty: 3061.537109
	Iteration 95Q: 3 clusters Score -1166384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1166388.875000 Penalty: 3061.537109
	Iteration 96Q: 3 clusters Score -1166389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1166393.000000 Penalty: 3061.537109
	Iteration 97Q: 3 clusters Score -1166393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1166400.750000 Penalty: 3061.537109
	Iteration 98Q: 3 clusters Score -1166401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1166400.500000 Penalty: 3061.537109
	Iteration 99Q: 3 clusters Score -1166400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1166404.875000 Penalty: 3061.537109
	Iteration 100F: 3 clusters Score -1166405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1166407.750000 Penalty: 3061.537109
	Iteration 101Q: 3 clusters Score -1166408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1166415.375000 Penalty: 3061.537109
	Iteration 102Q: 3 clusters Score -1166415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1166418.500000 Penalty: 3061.537109
	Iteration 103Q: 3 clusters Score -1166418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1166418.750000 Penalty: 3061.537109
	Iteration 104Q: 3 clusters Score -1166419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1166425.875000 Penalty: 3061.537109
	Iteration 105Q: 3 clusters Score -1166426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1166429.750000 Penalty: 3061.537109
	Iteration 106Q: 3 clusters Score -1166430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1166436.750000 Penalty: 3061.537109
	Iteration 107Q: 3 clusters Score -1166437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1166439.500000 Penalty: 3061.537109
	Iteration 108Q: 3 clusters Score -1166440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1166440.750000 Penalty: 3061.537109
	Iteration 109Q: 3 clusters Score -1166441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1166442.750000 Penalty: 3061.537109
	Iteration 110Q: 3 clusters Score -1166443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1166447.625000 Penalty: 3061.537109
	Iteration 111Q: 3 clusters Score -1166448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1166453.625000 Penalty: 3061.537109
	Iteration 112Q: 3 clusters Score -1166454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1166458.500000 Penalty: 3061.537109
	Iteration 113Q: 3 clusters Score -1166458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1166463.750000 Penalty: 3061.537109
	Iteration 114Q: 3 clusters Score -1166464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1166466.750000 Penalty: 3061.537109
	Iteration 115Q: 3 clusters Score -1166467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1166472.125000 Penalty: 3061.537109
	Iteration 116Q: 3 clusters Score -1166472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1166480.500000 Penalty: 3061.537109
	Iteration 117Q: 3 clusters Score -1166480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1166485.750000 Penalty: 3061.537109
	Iteration 118Q: 3 clusters Score -1166486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1166489.875000 Penalty: 3061.537109
	Iteration 119Q: 3 clusters Score -1166490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1166498.000000 Penalty: 3061.537109
	Iteration 120F: 3 clusters Score -1166498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1166504.625000 Penalty: 3061.537109
	Iteration 121Q: 3 clusters Score -1166505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1166510.750000 Penalty: 3061.537109
	Iteration 122Q: 3 clusters Score -1166511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1166520.625000 Penalty: 3061.537109
	Iteration 123Q: 3 clusters Score -1166521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1166528.875000 Penalty: 3061.537109
	Iteration 124Q: 3 clusters Score -1166529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1166540.375000 Penalty: 3061.537109
	Iteration 125Q: 3 clusters Score -1166540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1166553.125000 Penalty: 3061.537109
	Iteration 126Q: 3 clusters Score -1166553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1166565.375000 Penalty: 3061.537109
	Iteration 127Q: 3 clusters Score -1166565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1166575.000000 Penalty: 3061.537109
	Iteration 128Q: 3 clusters Score -1166575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1166580.750000 Penalty: 3061.537109
	Iteration 129Q: 3 clusters Score -1166581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1166587.625000 Penalty: 3061.537109
	Iteration 130Q: 3 clusters Score -1166588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1166590.500000 Penalty: 3061.537109
	Iteration 131Q: 3 clusters Score -1166590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1166596.500000 Penalty: 3061.537109
	Iteration 132Q: 3 clusters Score -1166596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1166598.875000 Penalty: 3061.537109
	Iteration 133Q: 3 clusters Score -1166599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1166606.000000 Penalty: 3061.537109
	Iteration 134Q: 3 clusters Score -1166606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1166615.875000 Penalty: 3061.537109
	Iteration 135Q: 3 clusters Score -1166616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1166618.125000 Penalty: 3061.537109
	Iteration 136Q: 3 clusters Score -1166618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1166625.875000 Penalty: 3061.537109
	Iteration 137Q: 3 clusters Score -1166626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1166630.125000 Penalty: 3061.537109
	Iteration 138Q: 3 clusters Score -1166630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1166635.125000 Penalty: 3061.537109
	Iteration 139Q: 3 clusters Score -1166635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1166639.625000 Penalty: 3061.537109
	Iteration 140F: 3 clusters Score -1166640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1166647.125000 Penalty: 3061.537109
	Iteration 141Q: 3 clusters Score -1166647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1166651.000000 Penalty: 3061.537109
	Iteration 142Q: 3 clusters Score -1166651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1166651.250000 Penalty: 3061.537109
	Iteration 143Q: 3 clusters Score -1166651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1166654.125000 Penalty: 3061.537109
	Iteration 144Q: 3 clusters Score -1166654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1166655.250000 Penalty: 3061.537109
	Iteration 145Q: 3 clusters Score -1166655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1166657.375000 Penalty: 3061.537109
	Iteration 146Q: 3 clusters Score -1166657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1166658.000000 Penalty: 3061.537109
	Iteration 147Q: 3 clusters Score -1166658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1166661.500000 Penalty: 3061.537109
	Iteration 148Q: 3 clusters Score -1166662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1166662.000000 Penalty: 3061.537109
	Iteration 149Q: 3 clusters Score -1166662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1166664.125000 Penalty: 3061.537109
	Iteration 150Q: 3 clusters Score -1166664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1166666.000000 Penalty: 3061.537109
	Iteration 151Q: 3 clusters Score -1166666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1166665.500000 Penalty: 3061.537109
	Iteration 152Q: 3 clusters Score -1166666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1166666.000000 Penalty: 3061.537109
	Iteration 153Q: 3 clusters Score -1166666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1166667.500000 Penalty: 3061.537109
	Iteration 154Q: 3 clusters Score -1166668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1166666.125000 Penalty: 3061.537109
	Iteration 155Q: 3 clusters Score -1166666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1166669.000000 Penalty: 3061.537109
	Iteration 156Q: 3 clusters Score -1166669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1166671.625000 Penalty: 3061.537109
	Iteration 157Q: 3 clusters Score -1166672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1166672.500000 Penalty: 3061.537109
	Iteration 158Q: 3 clusters Score -1166672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1166675.625000 Penalty: 3061.537109
	Iteration 159Q: 3 clusters Score -1166676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1166678.875000 Penalty: 3061.537109
	Iteration 160F: 3 clusters Score -1166679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1166676.000000 Penalty: 3061.537109
	Iteration 161Q: 3 clusters Score -1166676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1166677.500000 Penalty: 3061.537109
	Iteration 162Q: 3 clusters Score -1166678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1166677.500000 Penalty: 3061.537109
	Iteration 163F: 3 clusters Score -1166678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Entering Unmasked Estep 
Score: -2021332.250000 Penalty: 1621.740112
	Iteration 0F: 2 clusters Score -2021332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2006617.000000 Penalty: 3243.480225
	Iteration 0F: 3 clusters Score -2006617 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2012018.250000 Penalty: 3243.480225
	Iteration 1F: 3 clusters Score -2012018 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2012334.125000 Penalty: 3243.480225
	Iteration 2Q: 3 clusters Score -2012334 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2012653.250000 Penalty: 3243.480225
	Iteration 3Q: 3 clusters Score -2012653 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2013026.875000 Penalty: 3243.480225
	Iteration 4Q: 3 clusters Score -2013027 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2013494.500000 Penalty: 3243.480225
	Iteration 5Q: 3 clusters Score -2013494 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2014064.125000 Penalty: 3243.480225
	Iteration 6Q: 3 clusters Score -2014064 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2014771.625000 Penalty: 3243.480225
	Iteration 7F: 3 clusters Score -2014772 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2015762.625000 Penalty: 3243.480225
	Iteration 8F: 3 clusters Score -2015763 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2016981.875000 Penalty: 3243.480225
	Iteration 9F: 3 clusters Score -2016982 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2017972.750000 Penalty: 3243.480225
	Iteration 10F: 3 clusters Score -2017973 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2018508.750000 Penalty: 3243.480225
	Iteration 11Q: 3 clusters Score -2018509 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2018793.500000 Penalty: 3243.480225
	Iteration 12Q: 3 clusters Score -2018794 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2018987.375000 Penalty: 3243.480225
	Iteration 13Q: 3 clusters Score -2018987 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2019129.500000 Penalty: 3243.480225
	Iteration 14Q: 3 clusters Score -2019130 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2019256.250000 Penalty: 3243.480225
	Iteration 15Q: 3 clusters Score -2019256 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2019346.875000 Penalty: 3243.480225
	Iteration 16Q: 3 clusters Score -2019347 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2019420.500000 Penalty: 3243.480225
	Iteration 17Q: 3 clusters Score -2019420 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2019494.250000 Penalty: 3243.480225
	Iteration 18Q: 3 clusters Score -2019494 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2019561.000000 Penalty: 3243.480225
	Iteration 19Q: 3 clusters Score -2019561 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2019601.750000 Penalty: 3243.480225
	Iteration 20F: 3 clusters Score -2019602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2019638.750000 Penalty: 3243.480225
	Iteration 21Q: 3 clusters Score -2019639 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2019672.000000 Penalty: 3243.480225
	Iteration 22Q: 3 clusters Score -2019672 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2019710.625000 Penalty: 3243.480225
	Iteration 23Q: 3 clusters Score -2019711 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2019749.250000 Penalty: 3243.480225
	Iteration 24Q: 3 clusters Score -2019749 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2019783.750000 Penalty: 3243.480225
	Iteration 25Q: 3 clusters Score -2019784 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2019804.500000 Penalty: 3243.480225
	Iteration 26Q: 3 clusters Score -2019804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2019836.125000 Penalty: 3243.480225
	Iteration 27Q: 3 clusters Score -2019836 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2019872.125000 Penalty: 3243.480225
	Iteration 28Q: 3 clusters Score -2019872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2019913.125000 Penalty: 3243.480225
	Iteration 29Q: 3 clusters Score -2019913 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2019949.250000 Penalty: 3243.480225
	Iteration 30Q: 3 clusters Score -2019949 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2019985.000000 Penalty: 3243.480225
	Iteration 31Q: 3 clusters Score -2019985 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2020011.750000 Penalty: 3243.480225
	Iteration 32Q: 3 clusters Score -2020012 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2020041.625000 Penalty: 3243.480225
	Iteration 33Q: 3 clusters Score -2020042 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2020077.250000 Penalty: 3243.480225
	Iteration 34Q: 3 clusters Score -2020077 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2020098.625000 Penalty: 3243.480225
	Iteration 35Q: 3 clusters Score -2020099 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2020117.000000 Penalty: 3243.480225
	Iteration 36Q: 3 clusters Score -2020117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2020129.625000 Penalty: 3243.480225
	Iteration 37Q: 3 clusters Score -2020130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2020140.875000 Penalty: 3243.480225
	Iteration 38Q: 3 clusters Score -2020141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2020153.000000 Penalty: 3243.480225
	Iteration 39Q: 3 clusters Score -2020153 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2020170.750000 Penalty: 3243.480225
	Iteration 40F: 3 clusters Score -2020171 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2020181.750000 Penalty: 3243.480225
	Iteration 41Q: 3 clusters Score -2020182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2020195.125000 Penalty: 3243.480225
	Iteration 42Q: 3 clusters Score -2020195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2020204.375000 Penalty: 3243.480225
	Iteration 43Q: 3 clusters Score -2020204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2020211.500000 Penalty: 3243.480225
	Iteration 44Q: 3 clusters Score -2020212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2020216.250000 Penalty: 3243.480225
	Iteration 45Q: 3 clusters Score -2020216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2020223.750000 Penalty: 3243.480225
	Iteration 46Q: 3 clusters Score -2020224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2020237.375000 Penalty: 3243.480225
	Iteration 47Q: 3 clusters Score -2020237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2020250.125000 Penalty: 3243.480225
	Iteration 48Q: 3 clusters Score -2020250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2020260.625000 Penalty: 3243.480225
	Iteration 49Q: 3 clusters Score -2020261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2020275.000000 Penalty: 3243.480225
	Iteration 50Q: 3 clusters Score -2020275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2020280.625000 Penalty: 3243.480225
	Iteration 51Q: 3 clusters Score -2020281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2020288.250000 Penalty: 3243.480225
	Iteration 52Q: 3 clusters Score -2020288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2020291.750000 Penalty: 3243.480225
	Iteration 53Q: 3 clusters Score -2020292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2020296.375000 Penalty: 3243.480225
	Iteration 54Q: 3 clusters Score -2020296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2020299.250000 Penalty: 3243.480225
	Iteration 55Q: 3 clusters Score -2020299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2020300.250000 Penalty: 3243.480225
	Iteration 56Q: 3 clusters Score -2020300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2020312.500000 Penalty: 3243.480225
	Iteration 57Q: 3 clusters Score -2020312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2020317.500000 Penalty: 3243.480225
	Iteration 58Q: 3 clusters Score -2020318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2020327.750000 Penalty: 3243.480225
	Iteration 59Q: 3 clusters Score -2020328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2020326.875000 Penalty: 3243.480225
	Iteration 60F: 3 clusters Score -2020327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2020331.000000 Penalty: 3243.480225
	Iteration 61Q: 3 clusters Score -2020331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2020331.125000 Penalty: 3243.480225
	Iteration 62Q: 3 clusters Score -2020331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2020338.750000 Penalty: 3243.480225
	Iteration 63Q: 3 clusters Score -2020339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2020340.750000 Penalty: 3243.480225
	Iteration 64Q: 3 clusters Score -2020341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2020350.500000 Penalty: 3243.480225
	Iteration 65Q: 3 clusters Score -2020350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2020355.875000 Penalty: 3243.480225
	Iteration 66Q: 3 clusters Score -2020356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2020358.375000 Penalty: 3243.480225
	Iteration 67Q: 3 clusters Score -2020358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2020362.250000 Penalty: 3243.480225
	Iteration 68Q: 3 clusters Score -2020362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2020370.625000 Penalty: 3243.480225
	Iteration 69Q: 3 clusters Score -2020371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2020376.500000 Penalty: 3243.480225
	Iteration 70Q: 3 clusters Score -2020376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2020372.125000 Penalty: 3243.480225
	Iteration 71Q: 3 clusters Score -2020372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2020373.000000 Penalty: 3243.480225
	Iteration 72Q: 3 clusters Score -2020373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2020373.750000 Penalty: 3243.480225
	Iteration 73Q: 3 clusters Score -2020374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2020379.375000 Penalty: 3243.480225
	Iteration 74Q: 3 clusters Score -2020379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2020379.875000 Penalty: 3243.480225
	Iteration 75Q: 3 clusters Score -2020380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2020377.000000 Penalty: 3243.480225
	Iteration 76Q: 3 clusters Score -2020377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2020382.750000 Penalty: 3243.480225
	Iteration 77Q: 3 clusters Score -2020383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2020385.000000 Penalty: 3243.480225
	Iteration 78Q: 3 clusters Score -2020385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2020384.375000 Penalty: 3243.480225
	Iteration 79Q: 3 clusters Score -2020384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2020382.250000 Penalty: 3243.480225
	Iteration 80F: 3 clusters Score -2020382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2020384.500000 Penalty: 3243.480225
	Iteration 81Q: 3 clusters Score -2020384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2020386.625000 Penalty: 3243.480225
	Iteration 82Q: 3 clusters Score -2020387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2020392.625000 Penalty: 3243.480225
	Iteration 83Q: 3 clusters Score -2020393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2020392.875000 Penalty: 3243.480225
	Iteration 84Q: 3 clusters Score -2020393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2020395.250000 Penalty: 3243.480225
	Iteration 85Q: 3 clusters Score -2020395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2020395.000000 Penalty: 3243.480225
	Iteration 86Q: 3 clusters Score -2020395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2020398.750000 Penalty: 3243.480225
	Iteration 87Q: 3 clusters Score -2020399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2020397.375000 Penalty: 3243.480225
	Iteration 88Q: 3 clusters Score -2020397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2020394.750000 Penalty: 3243.480225
	Iteration 89Q: 3 clusters Score -2020395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2020394.750000 Penalty: 3243.480225
	Iteration 90F: 3 clusters Score -2020395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42671 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314641 members 
Mstep: Class 5 contains 41088 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58930 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544340.000000 Penalty: 30277.972656
Iteration 359Q: 15 clusters Score -5.454434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42671 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314642 members 
Mstep: Class 5 contains 41090 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22521 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58930 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12330 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544340.000000 Penalty: 30277.972656
Iteration 360F: 15 clusters Score -5.454434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42673 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314639 members 
Mstep: Class 5 contains 41093 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12326 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544328.000000 Penalty: 30277.972656
Iteration 361Q: 15 clusters Score -5.454433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42675 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314637 members 
Mstep: Class 5 contains 41097 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22526 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36564 members 
Mstep: Class 23 contains 12320 members 
Mstep: Class 24 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544324.000000 Penalty: 30277.972656
Iteration 362Q: 15 clusters Score -5.454432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42675 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314639 members 
Mstep: Class 5 contains 41099 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22527 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36563 members 
Mstep: Class 23 contains 12315 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544368.000000 Penalty: 30277.972656
Iteration 363Q: 15 clusters Score -5.454437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42675 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314641 members 
Mstep: Class 5 contains 41100 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22527 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36563 members 
Mstep: Class 23 contains 12312 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544348.000000 Penalty: 30277.972656
Iteration 364Q: 15 clusters Score -5.454435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42675 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 314641 members 
Mstep: Class 5 contains 41100 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 22527 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 58929 members 
Mstep: Class 19 contains 36563 members 
Mstep: Class 23 contains 12312 members 
Mstep: Class 24 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54544348.000000 Penalty: 30277.972656
Iteration 365F: 15 clusters Score -5.454435e+07 nChanged 0
Entering ConstructFrom: 
Score: -54544348.000000 Penalty: 30277.972656
Entering ConstructFrom: 
Trying to split cluster 1 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -528955.812500 Penalty: 1413.237183
	Iteration 0F: 2 clusters Score -528955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -524351.000000 Penalty: 2826.474365
	Iteration 0F: 3 clusters Score -524351 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -525664.125000 Penalty: 2826.474365
	Iteration 1F: 3 clusters Score -525664.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -525845.562500 Penalty: 2826.474365
	Iteration 2F: 3 clusters Score -525845.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -525970.937500 Penalty: 2826.474365
	Iteration 3Q: 3 clusters Score -525970.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -526058.062500 Penalty: 2826.474365
	Iteration 4Q: 3 clusters Score -526058.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -526146.125000 Penalty: 2826.474365
	Iteration 5Q: 3 clusters Score -526146.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -526240.062500 Penalty: 2826.474365
	Iteration 6Q: 3 clusters Score -526240.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -526332.312500 Penalty: 2826.474365
	Iteration 7Q: 3 clusters Score -526332.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -526443.187500 Penalty: 2826.474365
	Iteration 8Q: 3 clusters Score -526443.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -526582.750000 Penalty: 2826.474365
	Iteration 9Q: 3 clusters Score -526582.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -526713.000000 Penalty: 2826.474365
	Iteration 10Q: 3 clusters Score -526713 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -526833.187500 Penalty: 2826.474365
	Iteration 11Q: 3 clusters Score -526833.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -526985.312500 Penalty: 2826.474365
	Iteration 12Q: 3 clusters Score -526985.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -527154.562500 Penalty: 2826.474365
	Iteration 13Q: 3 clusters Score -527154.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -527295.312500 Penalty: 2826.474365
	Iteration 14Q: 3 clusters Score -527295.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -527407.937500 Penalty: 2826.474365
	Iteration 15Q: 3 clusters Score -527407.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -527497.500000 Penalty: 2826.474365
	Iteration 16Q: 3 clusters Score -527497.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -527557.375000 Penalty: 2826.474365
	Iteration 17Q: 3 clusters Score -527557.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -527613.812500 Penalty: 2826.474365
	Iteration 18Q: 3 clusters Score -527613.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -527655.500000 Penalty: 2826.474365
	Iteration 19Q: 3 clusters Score -527655.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -527687.500000 Penalty: 2826.474365
	Iteration 20F: 3 clusters Score -527687.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -527719.687500 Penalty: 2826.474365
	Iteration 21Q: 3 clusters Score -527719.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -527737.125000 Penalty: 2826.474365
	Iteration 22Q: 3 clusters Score -527737.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -527747.812500 Penalty: 2826.474365
	Iteration 23Q: 3 clusters Score -527747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -527750.062500 Penalty: 2826.474365
	Iteration 24Q: 3 clusters Score -527750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -527753.750000 Penalty: 2826.474365
	Iteration 25Q: 3 clusters Score -527753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -527757.125000 Penalty: 2826.474365
	Iteration 26Q: 3 clusters Score -527757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -527759.437500 Penalty: 2826.474365
	Iteration 27Q: 3 clusters Score -527759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -527764.250000 Penalty: 2826.474365
	Iteration 28Q: 3 clusters Score -527764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -527769.375000 Penalty: 2826.474365
	Iteration 29Q: 3 clusters Score -527769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -527782.062500 Penalty: 2826.474365
	Iteration 30Q: 3 clusters Score -527782.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -527791.750000 Penalty: 2826.474365
	Iteration 31Q: 3 clusters Score -527791.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -527799.000000 Penalty: 2826.474365
	Iteration 32Q: 3 clusters Score -527799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -527802.875000 Penalty: 2826.474365
	Iteration 33Q: 3 clusters Score -527802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -527809.000000 Penalty: 2826.474365
	Iteration 34Q: 3 clusters Score -527809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -527812.062500 Penalty: 2826.474365
	Iteration 35Q: 3 clusters Score -527812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -527814.687500 Penalty: 2826.474365
	Iteration 36Q: 3 clusters Score -527814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -527816.187500 Penalty: 2826.474365
	Iteration 37Q: 3 clusters Score -527816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -527816.875000 Penalty: 2826.474365
	Iteration 38Q: 3 clusters Score -527816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -527816.875000 Penalty: 2826.474365
	Iteration 39F: 3 clusters Score -527816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Entering Unmasked Estep 
Score: -3982680.000000 Penalty: 1732.472412
	Iteration 0F: 2 clusters Score -3982680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3953965.000000 Penalty: 3464.944824
	Iteration 0F: 3 clusters Score -3953965 nChanged 19924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3964933.500000 Penalty: 3464.944824
	Iteration 1F: 3 clusters Score -3964934 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3965408.000000 Penalty: 3464.944824
	Iteration 2Q: 3 clusters Score -3965408 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3965952.000000 Penalty: 3464.944824
	Iteration 3Q: 3 clusters Score -3965952 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3966729.250000 Penalty: 3464.944824
	Iteration 4Q: 3 clusters Score -3966729 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3967854.250000 Penalty: 3464.944824
	Iteration 5F: 3 clusters Score -3967854 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3969453.750000 Penalty: 3464.944824
	Iteration 6F: 3 clusters Score -3969454 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3971666.000000 Penalty: 3464.944824
	Iteration 7F: 3 clusters Score -3971666 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3974265.750000 Penalty: 3464.944824
	Iteration 8F: 3 clusters Score -3974266 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3976778.250000 Penalty: 3464.944824
	Iteration 9F: 3 clusters Score -3976778 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3978385.250000 Penalty: 3464.944824
	Iteration 10Q: 3 clusters Score -3978385 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3979168.500000 Penalty: 3464.944824
	Iteration 11Q: 3 clusters Score -3979168 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3979577.500000 Penalty: 3464.944824
	Iteration 12Q: 3 clusters Score -3979578 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3979874.250000 Penalty: 3464.944824
	Iteration 13Q: 3 clusters Score -3979874 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3980112.750000 Penalty: 3464.944824
	Iteration 14Q: 3 clusters Score -3980113 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3980281.500000 Penalty: 3464.944824
	Iteration 15Q: 3 clusters Score -3980282 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3980409.750000 Penalty: 3464.944824
	Iteration 16Q: 3 clusters Score -3980410 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3980527.250000 Penalty: 3464.944824
	Iteration 17Q: 3 clusters Score -3980527 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3980620.000000 Penalty: 3464.944824
	Iteration 18Q: 3 clusters Score -3980620 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3980712.500000 Penalty: 3464.944824
	Iteration 19Q: 3 clusters Score -3980712 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3980778.750000 Penalty: 3464.944824
	Iteration 20F: 3 clusters Score -3980779 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3980819.000000 Penalty: 3464.944824
	Iteration 21Q: 3 clusters Score -3980819 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3980894.250000 Penalty: 3464.944824
	Iteration 22Q: 3 clusters Score -3980894 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3980954.250000 Penalty: 3464.944824
	Iteration 23Q: 3 clusters Score -3980954 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3980994.250000 Penalty: 3464.944824
	Iteration 24Q: 3 clusters Score -3980994 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3981010.500000 Penalty: 3464.944824
	Iteration 25Q: 3 clusters Score -3981010 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3981032.000000 Penalty: 3464.944824
	Iteration 26Q: 3 clusters Score -3981032 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3981070.000000 Penalty: 3464.944824
	Iteration 27Q: 3 clusters Score -3981070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3981089.500000 Penalty: 3464.944824
	Iteration 28Q: 3 clusters Score -3981090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3981119.750000 Penalty: 3464.944824
	Iteration 29Q: 3 clusters Score -3981120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3981149.750000 Penalty: 3464.944824
	Iteration 30Q: 3 clusters Score -3981150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3981172.500000 Penalty: 3464.944824
	Iteration 31Q: 3 clusters Score -3981172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3981170.750000 Penalty: 3464.944824
	Iteration 32Q: 3 clusters Score -3981171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3981185.250000 Penalty: 3464.944824
	Iteration 33Q: 3 clusters Score -3981185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3981199.000000 Penalty: 3464.944824
	Iteration 34Q: 3 clusters Score -3981199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3981207.500000 Penalty: 3464.944824
	Iteration 35Q: 3 clusters Score -3981208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3981228.250000 Penalty: 3464.944824
	Iteration 36Q: 3 clusters Score -3981228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3981243.000000 Penalty: 3464.944824
	Iteration 37Q: 3 clusters Score -3981243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3981265.750000 Penalty: 3464.944824
	Iteration 38Q: 3 clusters Score -3981266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3981271.250000 Penalty: 3464.944824
	Iteration 39Q: 3 clusters Score -3981271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3981288.500000 Penalty: 3464.944824
	Iteration 40F: 3 clusters Score -3981288 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3981290.000000 Penalty: 3464.944824
	Iteration 41Q: 3 clusters Score -3981290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3981306.000000 Penalty: 3464.944824
	Iteration 42Q: 3 clusters Score -3981306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3981321.750000 Penalty: 3464.944824
	Iteration 43Q: 3 clusters Score -3981322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3981334.750000 Penalty: 3464.944824
	Iteration 44Q: 3 clusters Score -3981335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3981345.000000 Penalty: 3464.944824
	Iteration 45Q: 3 clusters Score -3981345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3981364.750000 Penalty: 3464.944824
	Iteration 46Q: 3 clusters Score -3981365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3981374.500000 Penalty: 3464.944824
	Iteration 47Q: 3 clusters Score -3981374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3981375.750000 Penalty: 3464.944824
	Iteration 48Q: 3 clusters Score -3981376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3981389.250000 Penalty: 3464.944824
	Iteration 49Q: 3 clusters Score -3981389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3981396.250000 Penalty: 3464.944824
	Iteration 50Q: 3 clusters Score -3981396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3981397.500000 Penalty: 3464.944824
	Iteration 51Q: 3 clusters Score -3981398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3981413.000000 Penalty: 3464.944824
	Iteration 52Q: 3 clusters Score -3981413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3981424.000000 Penalty: 3464.944824
	Iteration 53Q: 3 clusters Score -3981424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3981422.750000 Penalty: 3464.944824
	Iteration 54Q: 3 clusters Score -3981423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3981416.250000 Penalty: 3464.944824
	Iteration 55Q: 3 clusters Score -3981416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3981422.500000 Penalty: 3464.944824
	Iteration 56Q: 3 clusters Score -3981422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3981429.250000 Penalty: 3464.944824
	Iteration 57Q: 3 clusters Score -3981429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3981445.250000 Penalty: 3464.944824
	Iteration 58Q: 3 clusters Score -3981445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3981448.250000 Penalty: 3464.944824
	Iteration 59Q: 3 clusters Score -3981448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3981446.750000 Penalty: 3464.944824
	Iteration 60F: 3 clusters Score -3981447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3981456.000000 Penalty: 3464.944824
	Iteration 61Q: 3 clusters Score -3981456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3981461.000000 Penalty: 3464.944824
	Iteration 62Q: 3 clusters Score -3981461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3981463.250000 Penalty: 3464.944824
	Iteration 63Q: 3 clusters Score -3981463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3981468.500000 Penalty: 3464.944824
	Iteration 64Q: 3 clusters Score -3981468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3981470.250000 Penalty: 3464.944824
	Iteration 65Q: 3 clusters Score -3981470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3981465.750000 Penalty: 3464.944824
	Iteration 66Q: 3 clusters Score -3981466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3981465.000000 Penalty: 3464.944824
	Iteration 67Q: 3 clusters Score -3981465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3981468.000000 Penalty: 3464.944824
	Iteration 68Q: 3 clusters Score -3981468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3981467.250000 Penalty: 3464.944824
	Iteration 69Q: 3 clusters Score -3981467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3981466.750000 Penalty: 3464.944824
	Iteration 70Q: 3 clusters Score -3981467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3981466.750000 Penalty: 3464.944824
	Iteration 71F: 3 clusters Score -3981467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Entering Unmasked Estep 
Score: -2603660.250000 Penalty: 1662.272339
	Iteration 0F: 2 clusters Score -2603660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2584967.000000 Penalty: 3324.544678
	Iteration 0F: 3 clusters Score -2584967 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2591897.000000 Penalty: 3324.544678
	Iteration 1F: 3 clusters Score -2591897 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2592224.250000 Penalty: 3324.544678
	Iteration 2Q: 3 clusters Score -2592224 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2592529.750000 Penalty: 3324.544678
	Iteration 3Q: 3 clusters Score -2592530 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2592814.250000 Penalty: 3324.544678
	Iteration 4Q: 3 clusters Score -2592814 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2593194.500000 Penalty: 3324.544678
	Iteration 5Q: 3 clusters Score -2593194 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2593637.500000 Penalty: 3324.544678
	Iteration 6Q: 3 clusters Score -2593638 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2594261.750000 Penalty: 3324.544678
	Iteration 7Q: 3 clusters Score -2594262 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2595078.250000 Penalty: 3324.544678
	Iteration 8Q: 3 clusters Score -2595078 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2596173.250000 Penalty: 3324.544678
	Iteration 9F: 3 clusters Score -2596173 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2597523.750000 Penalty: 3324.544678
	Iteration 10F: 3 clusters Score -2597524 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2598854.000000 Penalty: 3324.544678
	Iteration 11F: 3 clusters Score -2598854 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2599846.500000 Penalty: 3324.544678
	Iteration 12Q: 3 clusters Score -2599846 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2600577.500000 Penalty: 3324.544678
	Iteration 13Q: 3 clusters Score -2600578 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2601056.500000 Penalty: 3324.544678
	Iteration 14Q: 3 clusters Score -2601056 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2601363.250000 Penalty: 3324.544678
	Iteration 15Q: 3 clusters Score -2601363 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2601566.250000 Penalty: 3324.544678
	Iteration 16Q: 3 clusters Score -2601566 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2601710.750000 Penalty: 3324.544678
	Iteration 17Q: 3 clusters Score -2601711 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2601798.500000 Penalty: 3324.544678
	Iteration 18Q: 3 clusters Score -2601798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2601890.250000 Penalty: 3324.544678
	Iteration 19Q: 3 clusters Score -2601890 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2601940.000000 Penalty: 3324.544678
	Iteration 20F: 3 clusters Score -2601940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2601993.500000 Penalty: 3324.544678
	Iteration 21Q: 3 clusters Score -2601994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2602032.750000 Penalty: 3324.544678
	Iteration 22Q: 3 clusters Score -2602033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2602070.500000 Penalty: 3324.544678
	Iteration 23Q: 3 clusters Score -2602070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2602101.750000 Penalty: 3324.544678
	Iteration 24Q: 3 clusters Score -2602102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2602126.000000 Penalty: 3324.544678
	Iteration 25Q: 3 clusters Score -2602126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2602146.250000 Penalty: 3324.544678
	Iteration 26Q: 3 clusters Score -2602146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2602167.750000 Penalty: 3324.544678
	Iteration 27Q: 3 clusters Score -2602168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2602174.000000 Penalty: 3324.544678
	Iteration 28Q: 3 clusters Score -2602174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2602176.500000 Penalty: 3324.544678
	Iteration 29Q: 3 clusters Score -2602176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2602177.750000 Penalty: 3324.544678
	Iteration 30Q: 3 clusters Score -2602178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2602182.750000 Penalty: 3324.544678
	Iteration 31Q: 3 clusters Score -2602183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2602187.250000 Penalty: 3324.544678
	Iteration 32Q: 3 clusters Score -2602187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2602194.000000 Penalty: 3324.544678
	Iteration 33Q: 3 clusters Score -2602194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2602197.250000 Penalty: 3324.544678
	Iteration 34Q: 3 clusters Score -2602197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2602203.250000 Penalty: 3324.544678
	Iteration 35Q: 3 clusters Score -2602203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2602206.500000 Penalty: 3324.544678
	Iteration 36Q: 3 clusters Score -2602206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2602211.750000 Penalty: 3324.544678
	Iteration 37Q: 3 clusters Score -2602212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2602213.250000 Penalty: 3324.544678
	Iteration 38Q: 3 clusters Score -2602213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2602223.250000 Penalty: 3324.544678
	Iteration 39Q: 3 clusters Score -2602223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2602225.250000 Penalty: 3324.544678
	Iteration 40F: 3 clusters Score -2602225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2602226.750000 Penalty: 3324.544678
	Iteration 41Q: 3 clusters Score -2602227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2602231.000000 Penalty: 3324.544678
	Iteration 42Q: 3 clusters Score -2602231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2602231.000000 Penalty: 3324.544678
	Iteration 43Q: 3 clusters Score -2602231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2602235.000000 Penalty: 3324.544678
	Iteration 44Q: 3 clusters Score -2602235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2602236.750000 Penalty: 3324.544678
	Iteration 45Q: 3 clusters Score -2602237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2602239.000000 Penalty: 3324.544678
	Iteration 46Q: 3 clusters Score -2602239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2602239.250000 Penalty: 3324.544678
	Iteration 47Q: 3 clusters Score -2602239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2602241.000000 Penalty: 3324.544678
	Iteration 48Q: 3 clusters Score -2602241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2602239.250000 Penalty: 3324.544678
	Iteration 49Q: 3 clusters Score -2602239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2602237.500000 Penalty: 3324.544678
	Iteration 50Q: 3 clusters Score -2602238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2602241.250000 Penalty: 3324.544678
	Iteration 51Q: 3 clusters Score -2602241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2602241.750000 Penalty: 3324.544678
	Iteration 52Q: 3 clusters Score -2602242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2602243.750000 Penalty: 3324.544678
	Iteration 53Q: 3 clusters Score -2602244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2602247.250000 Penalty: 3324.544678
	Iteration 54Q: 3 clusters Score -2602247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2602248.250000 Penalty: 3324.544678
	Iteration 55Q: 3 clusters Score -2602248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2602255.000000 Penalty: 3324.544678
	Iteration 56Q: 3 clusters Score -2602255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2602261.750000 Penalty: 3324.544678
	Iteration 57Q: 3 clusters Score -2602262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2602266.500000 Penalty: 3324.544678
	Iteration 58Q: 3 clusters Score -2602266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2602262.750000 Penalty: 3324.544678
	Iteration 59Q: 3 clusters Score -2602263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2602264.250000 Penalty: 3324.544678
	Iteration 60F: 3 clusters Score -2602264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2602266.500000 Penalty: 3324.544678
	Iteration 61Q: 3 clusters Score -2602266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2602266.500000 Penalty: 3324.544678
	Iteration 62F: 3 clusters Score -2602266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (314641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314641 members 
Entering Unmasked Estep 
Score: -28795722.000000 Penalty: 2057.117920
	Iteration 0F: 2 clusters Score -2.879572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156863 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -28590916.000000 Penalty: 4114.235840
	Iteration 0F: 3 clusters Score -2.859092e+07 nChanged 153824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 169802 members 
Entering Unmasked Estep 
Score: -28685504.000000 Penalty: 4114.235840
	Iteration 1F: 3 clusters Score -2.86855e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137294 members 
Mstep: Class 2 contains 177347 members 
Entering Unmasked Estep 
Score: -28688856.000000 Penalty: 4114.235840
	Iteration 2Q: 3 clusters Score -2.868886e+07 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126088 members 
Mstep: Class 2 contains 188553 members 
Entering Unmasked Estep 
Score: -28694200.000000 Penalty: 4114.235840
	Iteration 3Q: 3 clusters Score -2.86942e+07 nChanged 17491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 204906 members 
Entering Unmasked Estep 
Score: -28703748.000000 Penalty: 4114.235840
	Iteration 4F: 3 clusters Score -2.870375e+07 nChanged 22675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 227057 members 
Entering Unmasked Estep 
Score: -28719652.000000 Penalty: 4114.235840
	Iteration 5F: 3 clusters Score -2.871965e+07 nChanged 26356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 253257 members 
Entering Unmasked Estep 
Score: -28741738.000000 Penalty: 4114.235840
	Iteration 6F: 3 clusters Score -2.874174e+07 nChanged 24986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 278195 members 
Entering Unmasked Estep 
Score: -28764818.000000 Penalty: 4114.235840
	Iteration 7F: 3 clusters Score -2.876482e+07 nChanged 18184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 296377 members 
Entering Unmasked Estep 
Score: -28782602.000000 Penalty: 4114.235840
	Iteration 8F: 3 clusters Score -2.87826e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 307412 members 
Entering Unmasked Estep 
Score: -28790500.000000 Penalty: 4114.235840
	Iteration 9Q: 3 clusters Score -2.87905e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 312395 members 
Entering Unmasked Estep 
Score: -28793038.000000 Penalty: 4114.235840
	Iteration 10Q: 3 clusters Score -2.879304e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 313979 members 
Entering Unmasked Estep 
Score: -28793668.000000 Penalty: 4114.235840
	Iteration 11Q: 3 clusters Score -2.879367e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 314392 members 
Entering Unmasked Estep 
Score: -28793806.000000 Penalty: 4114.235840
	Iteration 12Q: 3 clusters Score -2.879381e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 314465 members 
Entering Unmasked Estep 
Score: -28793890.000000 Penalty: 4114.235840
	Iteration 13Q: 3 clusters Score -2.879389e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 314474 members 
Entering Unmasked Estep 
Score: -28793914.000000 Penalty: 4114.235840
	Iteration 14Q: 3 clusters Score -2.879391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 314481 members 
Entering Unmasked Estep 
Score: -28793948.000000 Penalty: 4114.235840
	Iteration 15Q: 3 clusters Score -2.879395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 314484 members 
Entering Unmasked Estep 
Score: -28793972.000000 Penalty: 4114.235840
	Iteration 16Q: 3 clusters Score -2.879397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 314486 members 
Entering Unmasked Estep 
Score: -28793962.000000 Penalty: 4114.235840
	Iteration 17Q: 3 clusters Score -2.879396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 314483 members 
Entering Unmasked Estep 
Score: -28793984.000000 Penalty: 4114.235840
	Iteration 18Q: 3 clusters Score -2.879398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 314483 members 
Entering Unmasked Estep 
Score: -28793984.000000 Penalty: 4114.235840
	Iteration 19F: 3 clusters Score -2.879398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Entering Unmasked Estep 
Score: -3838319.000000 Penalty: 1726.361450
	Iteration 0F: 2 clusters Score -3838319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3811085.500000 Penalty: 3452.722900
	Iteration 0F: 3 clusters Score -3811086 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3821860.000000 Penalty: 3452.722900
	Iteration 1F: 3 clusters Score -3821860 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3822417.000000 Penalty: 3452.722900
	Iteration 2Q: 3 clusters Score -3822417 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3823204.750000 Penalty: 3452.722900
	Iteration 3Q: 3 clusters Score -3823205 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3824538.500000 Penalty: 3452.722900
	Iteration 4F: 3 clusters Score -3824538 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -3826757.750000 Penalty: 3452.722900
	Iteration 5F: 3 clusters Score -3826758 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -3829839.000000 Penalty: 3452.722900
	Iteration 6F: 3 clusters Score -3829839 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -3832899.750000 Penalty: 3452.722900
	Iteration 7F: 3 clusters Score -3832900 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -3835065.000000 Penalty: 3452.722900
	Iteration 8F: 3 clusters Score -3835065 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -3836141.250000 Penalty: 3452.722900
	Iteration 9Q: 3 clusters Score -3836141 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -3836566.000000 Penalty: 3452.722900
	Iteration 10Q: 3 clusters Score -3836566 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -3836744.750000 Penalty: 3452.722900
	Iteration 11Q: 3 clusters Score -3836745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -3836833.250000 Penalty: 3452.722900
	Iteration 12Q: 3 clusters Score -3836833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -3836877.000000 Penalty: 3452.722900
	Iteration 13Q: 3 clusters Score -3836877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -3836902.750000 Penalty: 3452.722900
	Iteration 14Q: 3 clusters Score -3836903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -3836915.750000 Penalty: 3452.722900
	Iteration 15Q: 3 clusters Score -3836916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -3836928.750000 Penalty: 3452.722900
	Iteration 16Q: 3 clusters Score -3836929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -3836938.500000 Penalty: 3452.722900
	Iteration 17Q: 3 clusters Score -3836938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -3836946.500000 Penalty: 3452.722900
	Iteration 18Q: 3 clusters Score -3836946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -3836956.250000 Penalty: 3452.722900
	Iteration 19Q: 3 clusters Score -3836956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -3836975.000000 Penalty: 3452.722900
	Iteration 20F: 3 clusters Score -3836975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -3836985.250000 Penalty: 3452.722900
	Iteration 21Q: 3 clusters Score -3836985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -3836991.500000 Penalty: 3452.722900
	Iteration 22Q: 3 clusters Score -3836992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -3837017.250000 Penalty: 3452.722900
	Iteration 23Q: 3 clusters Score -3837017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -3837043.000000 Penalty: 3452.722900
	Iteration 24Q: 3 clusters Score -3837043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -3837074.500000 Penalty: 3452.722900
	Iteration 25Q: 3 clusters Score -3837074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -3837123.000000 Penalty: 3452.722900
	Iteration 26Q: 3 clusters Score -3837123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -3837193.250000 Penalty: 3452.722900
	Iteration 27Q: 3 clusters Score -3837193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -3837240.750000 Penalty: 3452.722900
	Iteration 28Q: 3 clusters Score -3837241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -3837270.250000 Penalty: 3452.722900
	Iteration 29Q: 3 clusters Score -3837270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -3837299.750000 Penalty: 3452.722900
	Iteration 30Q: 3 clusters Score -3837300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -3837314.750000 Penalty: 3452.722900
	Iteration 31Q: 3 clusters Score -3837315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -3837329.750000 Penalty: 3452.722900
	Iteration 32Q: 3 clusters Score -3837330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -3837329.000000 Penalty: 3452.722900
	Iteration 33Q: 3 clusters Score -3837329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -3837330.000000 Penalty: 3452.722900
	Iteration 34Q: 3 clusters Score -3837330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -3837331.500000 Penalty: 3452.722900
	Iteration 35Q: 3 clusters Score -3837332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -3837332.250000 Penalty: 3452.722900
	Iteration 36Q: 3 clusters Score -3837332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -3837332.000000 Penalty: 3452.722900
	Iteration 37Q: 3 clusters Score -3837332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -3837357.500000 Penalty: 3452.722900
	Iteration 38F: 3 clusters Score -3837358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -3837378.750000 Penalty: 3452.722900
	Iteration 39Q: 3 clusters Score -3837379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -3837404.500000 Penalty: 3452.722900
	Iteration 40F: 3 clusters Score -3837404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -3837449.250000 Penalty: 3452.722900
	Iteration 41Q: 3 clusters Score -3837449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -3837464.000000 Penalty: 3452.722900
	Iteration 42Q: 3 clusters Score -3837464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -3837482.500000 Penalty: 3452.722900
	Iteration 43Q: 3 clusters Score -3837482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -3837512.250000 Penalty: 3452.722900
	Iteration 44Q: 3 clusters Score -3837512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -3837534.250000 Penalty: 3452.722900
	Iteration 45Q: 3 clusters Score -3837534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -3837544.000000 Penalty: 3452.722900
	Iteration 46Q: 3 clusters Score -3837544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -3837551.500000 Penalty: 3452.722900
	Iteration 47Q: 3 clusters Score -3837552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -3837558.750000 Penalty: 3452.722900
	Iteration 48Q: 3 clusters Score -3837559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -3837561.250000 Penalty: 3452.722900
	Iteration 49Q: 3 clusters Score -3837561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -3837563.750000 Penalty: 3452.722900
	Iteration 50Q: 3 clusters Score -3837564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -3837564.250000 Penalty: 3452.722900
	Iteration 51Q: 3 clusters Score -3837564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -3837566.250000 Penalty: 3452.722900
	Iteration 52Q: 3 clusters Score -3837566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -3837564.500000 Penalty: 3452.722900
	Iteration 53Q: 3 clusters Score -3837564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -3837563.250000 Penalty: 3452.722900
	Iteration 54Q: 3 clusters Score -3837563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -3837563.250000 Penalty: 3452.722900
	Iteration 55F: 3 clusters Score -3837563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Entering Unmasked Estep 
Score: -1348934.500000 Penalty: 1556.419312
	Iteration 0F: 2 clusters Score -1348934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1338839.625000 Penalty: 3112.838623
	Iteration 0F: 3 clusters Score -1338840 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1342346.750000 Penalty: 3112.838623
	Iteration 1F: 3 clusters Score -1342347 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1342645.750000 Penalty: 3112.838623
	Iteration 2F: 3 clusters Score -1342646 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1342939.000000 Penalty: 3112.838623
	Iteration 3Q: 3 clusters Score -1342939 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1343296.125000 Penalty: 3112.838623
	Iteration 4Q: 3 clusters Score -1343296 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1343808.250000 Penalty: 3112.838623
	Iteration 5F: 3 clusters Score -1343808 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1344547.125000 Penalty: 3112.838623
	Iteration 6F: 3 clusters Score -1344547 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1345387.125000 Penalty: 3112.838623
	Iteration 7F: 3 clusters Score -1345387 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1346226.125000 Penalty: 3112.838623
	Iteration 8F: 3 clusters Score -1346226 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1346924.500000 Penalty: 3112.838623
	Iteration 9F: 3 clusters Score -1346924 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1347418.875000 Penalty: 3112.838623
	Iteration 10Q: 3 clusters Score -1347419 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1347690.625000 Penalty: 3112.838623
	Iteration 11Q: 3 clusters Score -1347691 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1347825.250000 Penalty: 3112.838623
	Iteration 12Q: 3 clusters Score -1347825 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1347905.500000 Penalty: 3112.838623
	Iteration 13Q: 3 clusters Score -1347906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1347945.250000 Penalty: 3112.838623
	Iteration 14Q: 3 clusters Score -1347945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1347967.000000 Penalty: 3112.838623
	Iteration 15Q: 3 clusters Score -1347967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1347979.375000 Penalty: 3112.838623
	Iteration 16Q: 3 clusters Score -1347979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1347990.000000 Penalty: 3112.838623
	Iteration 17Q: 3 clusters Score -1347990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1348001.750000 Penalty: 3112.838623
	Iteration 18Q: 3 clusters Score -1348002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1348011.250000 Penalty: 3112.838623
	Iteration 19Q: 3 clusters Score -1348011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1348015.375000 Penalty: 3112.838623
	Iteration 20F: 3 clusters Score -1348015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1348019.250000 Penalty: 3112.838623
	Iteration 21Q: 3 clusters Score -1348019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1348022.125000 Penalty: 3112.838623
	Iteration 22Q: 3 clusters Score -1348022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1348022.375000 Penalty: 3112.838623
	Iteration 23Q: 3 clusters Score -1348022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1348022.375000 Penalty: 3112.838623
	Iteration 24Q: 3 clusters Score -1348022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1348022.375000 Penalty: 3112.838623
	Iteration 25F: 3 clusters Score -1348022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -82474.070312 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -82474.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -81069.023438 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -81069.02 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81314.757812 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -81314.76 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81378.101562 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -81378.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81416.039062 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -81416.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -81435.984375 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -81435.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81441.937500 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -81441.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81444.273438 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -81444.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81448.296875 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -81448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81450.226562 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -81450.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81450.820312 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -81450.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81451.640625 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -81451.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81452.179688 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -81452.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81452.859375 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -81452.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81452.859375 Penalty: 2238.786133
	Iteration 13F: 3 clusters Score -81452.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -94391.750000 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -94391.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92904.726562 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -92904.73 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -93300.281250 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -93300.28 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93435.171875 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -93435.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93537.492188 Penalty: 2295.490723
	Iteration 3F: 3 clusters Score -93537.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93602.164062 Penalty: 2295.490723
	Iteration 4F: 3 clusters Score -93602.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93636.843750 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -93636.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93664.218750 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -93664.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93683.437500 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -93683.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93697.328125 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -93697.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93706.593750 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -93706.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93717.234375 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -93717.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93731.367188 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -93731.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -93736.601562 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -93736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -93743.023438 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -93743.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -93747.601562 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -93747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -93749.929688 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -93749.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -93751.593750 Penalty: 2295.490723
	Iteration 16Q: 3 clusters Score -93751.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -93756.515625 Penalty: 2295.490723
	Iteration 17Q: 3 clusters Score -93756.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -93759.750000 Penalty: 2295.490723
	Iteration 18Q: 3 clusters Score -93759.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -93763.109375 Penalty: 2295.490723
	Iteration 19Q: 3 clusters Score -93763.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -93767.859375 Penalty: 2295.490723
	Iteration 20F: 3 clusters Score -93767.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -93772.937500 Penalty: 2295.490723
	Iteration 21Q: 3 clusters Score -93772.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -93774.781250 Penalty: 2295.490723
	Iteration 22Q: 3 clusters Score -93774.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -93776.570312 Penalty: 2295.490723
	Iteration 23Q: 3 clusters Score -93776.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -93780.804688 Penalty: 2295.490723
	Iteration 24Q: 3 clusters Score -93780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -93781.226562 Penalty: 2295.490723
	Iteration 25Q: 3 clusters Score -93781.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -93785.289062 Penalty: 2295.490723
	Iteration 26Q: 3 clusters Score -93785.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -93785.289062 Penalty: 2295.490723
	Iteration 27F: 3 clusters Score -93785.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Entering Unmasked Estep 
Score: -2033045.875000 Penalty: 1628.651245
	Iteration 0F: 2 clusters Score -2033046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2017767.125000 Penalty: 3257.302490
	Iteration 0F: 3 clusters Score -2017767 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2023418.375000 Penalty: 3257.302490
	Iteration 1F: 3 clusters Score -2023418 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2023836.500000 Penalty: 3257.302490
	Iteration 2Q: 3 clusters Score -2023836 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2024324.875000 Penalty: 3257.302490
	Iteration 3F: 3 clusters Score -2024325 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2024978.250000 Penalty: 3257.302490
	Iteration 4F: 3 clusters Score -2024978 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2025870.875000 Penalty: 3257.302490
	Iteration 5F: 3 clusters Score -2025871 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2027157.000000 Penalty: 3257.302490
	Iteration 6F: 3 clusters Score -2027157 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2028652.875000 Penalty: 3257.302490
	Iteration 7F: 3 clusters Score -2028653 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2029971.625000 Penalty: 3257.302490
	Iteration 8F: 3 clusters Score -2029972 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2030772.125000 Penalty: 3257.302490
	Iteration 9Q: 3 clusters Score -2030772 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2031192.375000 Penalty: 3257.302490
	Iteration 10Q: 3 clusters Score -2031192 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2031392.625000 Penalty: 3257.302490
	Iteration 11Q: 3 clusters Score -2031393 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2031491.250000 Penalty: 3257.302490
	Iteration 12Q: 3 clusters Score -2031491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2031543.375000 Penalty: 3257.302490
	Iteration 13Q: 3 clusters Score -2031543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2031601.750000 Penalty: 3257.302490
	Iteration 14Q: 3 clusters Score -2031602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2031637.000000 Penalty: 3257.302490
	Iteration 15Q: 3 clusters Score -2031637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2031654.250000 Penalty: 3257.302490
	Iteration 16Q: 3 clusters Score -2031654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2031662.375000 Penalty: 3257.302490
	Iteration 17Q: 3 clusters Score -2031662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2031667.125000 Penalty: 3257.302490
	Iteration 18Q: 3 clusters Score -2031667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2031672.875000 Penalty: 3257.302490
	Iteration 19Q: 3 clusters Score -2031673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2031672.750000 Penalty: 3257.302490
	Iteration 20F: 3 clusters Score -2031673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2031672.750000 Penalty: 3257.302490
	Iteration 21Q: 3 clusters Score -2031673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2031672.750000 Penalty: 3257.302490
	Iteration 22F: 3 clusters Score -2031673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -186687.078125 Penalty: 1233.102539
	Iteration 0F: 2 clusters Score -186687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -184601.609375 Penalty: 2466.205078
	Iteration 0F: 3 clusters Score -184601.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -185024.140625 Penalty: 2466.205078
	Iteration 1F: 3 clusters Score -185024.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185132.234375 Penalty: 2466.205078
	Iteration 2F: 3 clusters Score -185132.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -185193.000000 Penalty: 2466.205078
	Iteration 3Q: 3 clusters Score -185193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185229.312500 Penalty: 2466.205078
	Iteration 4Q: 3 clusters Score -185229.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -185259.359375 Penalty: 2466.205078
	Iteration 5Q: 3 clusters Score -185259.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -185283.750000 Penalty: 2466.205078
	Iteration 6Q: 3 clusters Score -185283.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -185300.000000 Penalty: 2466.205078
	Iteration 7Q: 3 clusters Score -185300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -185315.375000 Penalty: 2466.205078
	Iteration 8Q: 3 clusters Score -185315.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -185327.875000 Penalty: 2466.205078
	Iteration 9Q: 3 clusters Score -185327.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -185334.796875 Penalty: 2466.205078
	Iteration 10Q: 3 clusters Score -185334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -185337.750000 Penalty: 2466.205078
	Iteration 11Q: 3 clusters Score -185337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -185342.500000 Penalty: 2466.205078
	Iteration 12Q: 3 clusters Score -185342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -185347.500000 Penalty: 2466.205078
	Iteration 13Q: 3 clusters Score -185347.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -185352.296875 Penalty: 2466.205078
	Iteration 14Q: 3 clusters Score -185352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185357.250000 Penalty: 2466.205078
	Iteration 15Q: 3 clusters Score -185357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -185363.812500 Penalty: 2466.205078
	Iteration 16Q: 3 clusters Score -185363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -185373.531250 Penalty: 2466.205078
	Iteration 17Q: 3 clusters Score -185373.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -185383.265625 Penalty: 2466.205078
	Iteration 18Q: 3 clusters Score -185383.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -185389.984375 Penalty: 2466.205078
	Iteration 19Q: 3 clusters Score -185390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185397.984375 Penalty: 2466.205078
	Iteration 20F: 3 clusters Score -185398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -185403.546875 Penalty: 2466.205078
	Iteration 21Q: 3 clusters Score -185403.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -185408.125000 Penalty: 2466.205078
	Iteration 22Q: 3 clusters Score -185408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185409.656250 Penalty: 2466.205078
	Iteration 23Q: 3 clusters Score -185409.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -185412.000000 Penalty: 2466.205078
	Iteration 24Q: 3 clusters Score -185412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185414.765625 Penalty: 2466.205078
	Iteration 25Q: 3 clusters Score -185414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185417.859375 Penalty: 2466.205078
	Iteration 26Q: 3 clusters Score -185417.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185422.000000 Penalty: 2466.205078
	Iteration 27Q: 3 clusters Score -185422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -185423.640625 Penalty: 2466.205078
	Iteration 28Q: 3 clusters Score -185423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185425.312500 Penalty: 2466.205078
	Iteration 29Q: 3 clusters Score -185425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -185426.734375 Penalty: 2466.205078
	Iteration 30Q: 3 clusters Score -185426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -185427.062500 Penalty: 2466.205078
	Iteration 31Q: 3 clusters Score -185427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -185427.625000 Penalty: 2466.205078
	Iteration 32Q: 3 clusters Score -185427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -185428.109375 Penalty: 2466.205078
	Iteration 33Q: 3 clusters Score -185428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185428.562500 Penalty: 2466.205078
	Iteration 34Q: 3 clusters Score -185428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185428.562500 Penalty: 2466.205078
	Iteration 35F: 3 clusters Score -185428.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Entering Unmasked Estep 
Score: -5509484.500000 Penalty: 1784.914429
	Iteration 0F: 2 clusters Score -5509484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -5470171.000000 Penalty: 3569.828857
	Iteration 0F: 3 clusters Score -5470171 nChanged 27739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -5485753.500000 Penalty: 3569.828857
	Iteration 1F: 3 clusters Score -5485754 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5486293.000000 Penalty: 3569.828857
	Iteration 2Q: 3 clusters Score -5486293 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -5486946.500000 Penalty: 3569.828857
	Iteration 3Q: 3 clusters Score -5486946 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5487946.000000 Penalty: 3569.828857
	Iteration 4Q: 3 clusters Score -5487946 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -5489477.500000 Penalty: 3569.828857
	Iteration 5F: 3 clusters Score -5489478 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5492092.500000 Penalty: 3569.828857
	Iteration 6F: 3 clusters Score -5492092 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -5495906.000000 Penalty: 3569.828857
	Iteration 7F: 3 clusters Score -5495906 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -5500164.000000 Penalty: 3569.828857
	Iteration 8F: 3 clusters Score -5500164 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -5503465.000000 Penalty: 3569.828857
	Iteration 9F: 3 clusters Score -5503465 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -5505400.000000 Penalty: 3569.828857
	Iteration 10Q: 3 clusters Score -5505400 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -5506433.500000 Penalty: 3569.828857
	Iteration 11Q: 3 clusters Score -5506434 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -5507022.000000 Penalty: 3569.828857
	Iteration 12Q: 3 clusters Score -5507022 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -5507403.500000 Penalty: 3569.828857
	Iteration 13Q: 3 clusters Score -5507404 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -5507615.000000 Penalty: 3569.828857
	Iteration 14Q: 3 clusters Score -5507615 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -5507779.500000 Penalty: 3569.828857
	Iteration 15Q: 3 clusters Score -5507780 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -5507877.500000 Penalty: 3569.828857
	Iteration 16Q: 3 clusters Score -5507878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -5507946.000000 Penalty: 3569.828857
	Iteration 17Q: 3 clusters Score -5507946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -5508003.500000 Penalty: 3569.828857
	Iteration 18Q: 3 clusters Score -5508004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -5508046.500000 Penalty: 3569.828857
	Iteration 19Q: 3 clusters Score -5508046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -5508092.500000 Penalty: 3569.828857
	Iteration 20F: 3 clusters Score -5508092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -5508108.500000 Penalty: 3569.828857
	Iteration 21Q: 3 clusters Score -5508108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -5508117.500000 Penalty: 3569.828857
	Iteration 22Q: 3 clusters Score -5508118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -5508141.000000 Penalty: 3569.828857
	Iteration 23Q: 3 clusters Score -5508141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -5508139.500000 Penalty: 3569.828857
	Iteration 24Q: 3 clusters Score -5508140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -5508143.000000 Penalty: 3569.828857
	Iteration 25Q: 3 clusters Score -5508143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -5508142.500000 Penalty: 3569.828857
	Iteration 26Q: 3 clusters Score -5508142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -5508152.000000 Penalty: 3569.828857
	Iteration 27Q: 3 clusters Score -5508152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -5508152.000000 Penalty: 3569.828857
	Iteration 28Q: 3 clusters Score -5508152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -5508156.000000 Penalty: 3569.828857
	Iteration 29Q: 3 clusters Score -5508156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -5508158.000000 Penalty: 3569.828857
	Iteration 30Q: 3 clusters Score -5508158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -5508162.500000 Penalty: 3569.828857
	Iteration 31Q: 3 clusters Score -5508162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -5508167.500000 Penalty: 3569.828857
	Iteration 32Q: 3 clusters Score -5508168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -5508163.500000 Penalty: 3569.828857
	Iteration 33Q: 3 clusters Score -5508164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -5508169.500000 Penalty: 3569.828857
	Iteration 34Q: 3 clusters Score -5508170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -5508167.500000 Penalty: 3569.828857
	Iteration 35Q: 3 clusters Score -5508168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -5508168.500000 Penalty: 3569.828857
	Iteration 36Q: 3 clusters Score -5508168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -5508168.500000 Penalty: 3569.828857
	Iteration 37F: 3 clusters Score -5508168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Entering Unmasked Estep 
Score: -3413946.250000 Penalty: 1707.353760
	Iteration 0F: 2 clusters Score -3413946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3389418.000000 Penalty: 3414.707520
	Iteration 0F: 3 clusters Score -3389418 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3398861.750000 Penalty: 3414.707520
	Iteration 1F: 3 clusters Score -3398862 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3399309.750000 Penalty: 3414.707520
	Iteration 2Q: 3 clusters Score -3399310 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3399831.000000 Penalty: 3414.707520
	Iteration 3Q: 3 clusters Score -3399831 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3400483.500000 Penalty: 3414.707520
	Iteration 4Q: 3 clusters Score -3400484 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3401330.500000 Penalty: 3414.707520
	Iteration 5Q: 3 clusters Score -3401330 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3402412.500000 Penalty: 3414.707520
	Iteration 6F: 3 clusters Score -3402412 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3403798.750000 Penalty: 3414.707520
	Iteration 7F: 3 clusters Score -3403799 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3405450.500000 Penalty: 3414.707520
	Iteration 8F: 3 clusters Score -3405450 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3407132.500000 Penalty: 3414.707520
	Iteration 9F: 3 clusters Score -3407132 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3408527.250000 Penalty: 3414.707520
	Iteration 10F: 3 clusters Score -3408527 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3409528.500000 Penalty: 3414.707520
	Iteration 11Q: 3 clusters Score -3409528 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3410263.000000 Penalty: 3414.707520
	Iteration 12Q: 3 clusters Score -3410263 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3410694.750000 Penalty: 3414.707520
	Iteration 13Q: 3 clusters Score -3410695 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3411020.750000 Penalty: 3414.707520
	Iteration 14Q: 3 clusters Score -3411021 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3411240.750000 Penalty: 3414.707520
	Iteration 15Q: 3 clusters Score -3411241 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3411437.750000 Penalty: 3414.707520
	Iteration 16Q: 3 clusters Score -3411438 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3411582.250000 Penalty: 3414.707520
	Iteration 17Q: 3 clusters Score -3411582 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3411687.500000 Penalty: 3414.707520
	Iteration 18Q: 3 clusters Score -3411688 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3411789.500000 Penalty: 3414.707520
	Iteration 19Q: 3 clusters Score -3411790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3411837.500000 Penalty: 3414.707520
	Iteration 20F: 3 clusters Score -3411838 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3411909.000000 Penalty: 3414.707520
	Iteration 21Q: 3 clusters Score -3411909 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3411964.500000 Penalty: 3414.707520
	Iteration 22Q: 3 clusters Score -3411964 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3412015.000000 Penalty: 3414.707520
	Iteration 23Q: 3 clusters Score -3412015 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3412063.250000 Penalty: 3414.707520
	Iteration 24Q: 3 clusters Score -3412063 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3412105.500000 Penalty: 3414.707520
	Iteration 25Q: 3 clusters Score -3412106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3412142.500000 Penalty: 3414.707520
	Iteration 26Q: 3 clusters Score -3412142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3412158.250000 Penalty: 3414.707520
	Iteration 27Q: 3 clusters Score -3412158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3412182.250000 Penalty: 3414.707520
	Iteration 28Q: 3 clusters Score -3412182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3412219.000000 Penalty: 3414.707520
	Iteration 29Q: 3 clusters Score -3412219 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3412254.250000 Penalty: 3414.707520
	Iteration 30Q: 3 clusters Score -3412254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3412267.250000 Penalty: 3414.707520
	Iteration 31Q: 3 clusters Score -3412267 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3412295.500000 Penalty: 3414.707520
	Iteration 32Q: 3 clusters Score -3412296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3412325.750000 Penalty: 3414.707520
	Iteration 33Q: 3 clusters Score -3412326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3412337.250000 Penalty: 3414.707520
	Iteration 34Q: 3 clusters Score -3412337 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3412363.000000 Penalty: 3414.707520
	Iteration 35Q: 3 clusters Score -3412363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3412366.250000 Penalty: 3414.707520
	Iteration 36Q: 3 clusters Score -3412366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3412379.500000 Penalty: 3414.707520
	Iteration 37Q: 3 clusters Score -3412380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3412390.000000 Penalty: 3414.707520
	Iteration 38Q: 3 clusters Score -3412390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3412401.250000 Penalty: 3414.707520
	Iteration 39Q: 3 clusters Score -3412401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3412400.250000 Penalty: 3414.707520
	Iteration 40F: 3 clusters Score -3412400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3412419.000000 Penalty: 3414.707520
	Iteration 41Q: 3 clusters Score -3412419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3412437.250000 Penalty: 3414.707520
	Iteration 42Q: 3 clusters Score -3412437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3412442.750000 Penalty: 3414.707520
	Iteration 43Q: 3 clusters Score -3412443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3412466.000000 Penalty: 3414.707520
	Iteration 44Q: 3 clusters Score -3412466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3412479.500000 Penalty: 3414.707520
	Iteration 45Q: 3 clusters Score -3412480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3412490.500000 Penalty: 3414.707520
	Iteration 46Q: 3 clusters Score -3412490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3412486.000000 Penalty: 3414.707520
	Iteration 47Q: 3 clusters Score -3412486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3412492.500000 Penalty: 3414.707520
	Iteration 48Q: 3 clusters Score -3412492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3412501.750000 Penalty: 3414.707520
	Iteration 49Q: 3 clusters Score -3412502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3412498.250000 Penalty: 3414.707520
	Iteration 50Q: 3 clusters Score -3412498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3412498.250000 Penalty: 3414.707520
	Iteration 51Q: 3 clusters Score -3412498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3412502.000000 Penalty: 3414.707520
	Iteration 52Q: 3 clusters Score -3412502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3412505.500000 Penalty: 3414.707520
	Iteration 53Q: 3 clusters Score -3412506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3412506.000000 Penalty: 3414.707520
	Iteration 54Q: 3 clusters Score -3412506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3412505.500000 Penalty: 3414.707520
	Iteration 55Q: 3 clusters Score -3412506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3412508.750000 Penalty: 3414.707520
	Iteration 56Q: 3 clusters Score -3412509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3412515.250000 Penalty: 3414.707520
	Iteration 57Q: 3 clusters Score -3412515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3412516.250000 Penalty: 3414.707520
	Iteration 58Q: 3 clusters Score -3412516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3412515.000000 Penalty: 3414.707520
	Iteration 59Q: 3 clusters Score -3412515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3412514.000000 Penalty: 3414.707520
	Iteration 60F: 3 clusters Score -3412514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3412511.500000 Penalty: 3414.707520
	Iteration 61Q: 3 clusters Score -3412512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3412514.250000 Penalty: 3414.707520
	Iteration 62Q: 3 clusters Score -3412514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3412517.500000 Penalty: 3414.707520
	Iteration 63Q: 3 clusters Score -3412518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3412514.750000 Penalty: 3414.707520
	Iteration 64Q: 3 clusters Score -3412515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3412516.750000 Penalty: 3414.707520
	Iteration 65Q: 3 clusters Score -3412517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3412518.000000 Penalty: 3414.707520
	Iteration 66Q: 3 clusters Score -3412518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3412521.250000 Penalty: 3414.707520
	Iteration 67Q: 3 clusters Score -3412521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3412521.500000 Penalty: 3414.707520
	Iteration 68Q: 3 clusters Score -3412522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3412524.250000 Penalty: 3414.707520
	Iteration 69Q: 3 clusters Score -3412524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3412527.000000 Penalty: 3414.707520
	Iteration 70Q: 3 clusters Score -3412527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3412531.000000 Penalty: 3414.707520
	Iteration 71Q: 3 clusters Score -3412531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3412528.250000 Penalty: 3414.707520
	Iteration 72Q: 3 clusters Score -3412528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3412523.000000 Penalty: 3414.707520
	Iteration 73Q: 3 clusters Score -3412523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3412526.000000 Penalty: 3414.707520
	Iteration 74Q: 3 clusters Score -3412526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3412526.000000 Penalty: 3414.707520
	Iteration 75Q: 3 clusters Score -3412526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3412523.250000 Penalty: 3414.707520
	Iteration 76Q: 3 clusters Score -3412523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3412524.250000 Penalty: 3414.707520
	Iteration 77Q: 3 clusters Score -3412524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3412525.250000 Penalty: 3414.707520
	Iteration 78Q: 3 clusters Score -3412525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3412526.500000 Penalty: 3414.707520
	Iteration 79Q: 3 clusters Score -3412526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3412529.500000 Penalty: 3414.707520
	Iteration 80F: 3 clusters Score -3412530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3412531.250000 Penalty: 3414.707520
	Iteration 81Q: 3 clusters Score -3412531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3412533.750000 Penalty: 3414.707520
	Iteration 82Q: 3 clusters Score -3412534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3412535.750000 Penalty: 3414.707520
	Iteration 83Q: 3 clusters Score -3412536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3412533.500000 Penalty: 3414.707520
	Iteration 84Q: 3 clusters Score -3412534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3412538.750000 Penalty: 3414.707520
	Iteration 85Q: 3 clusters Score -3412539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3412539.750000 Penalty: 3414.707520
	Iteration 86Q: 3 clusters Score -3412540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3412537.000000 Penalty: 3414.707520
	Iteration 87Q: 3 clusters Score -3412537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3412538.500000 Penalty: 3414.707520
	Iteration 88Q: 3 clusters Score -3412538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3412537.250000 Penalty: 3414.707520
	Iteration 89Q: 3 clusters Score -3412537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3412540.750000 Penalty: 3414.707520
	Iteration 90Q: 3 clusters Score -3412541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3412541.250000 Penalty: 3414.707520
	Iteration 91Q: 3 clusters Score -3412541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3412541.250000 Penalty: 3414.707520
	Iteration 92F: 3 clusters Score -3412541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Entering Unmasked Estep 
Score: -1165690.000000 Penalty: 1530.478516
	Iteration 0F: 2 clusters Score -1165690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1157063.750000 Penalty: 3060.957031
	Iteration 0F: 3 clusters Score -1157064 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1159922.375000 Penalty: 3060.957031
	Iteration 1F: 3 clusters Score -1159922 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1160155.250000 Penalty: 3060.957031
	Iteration 2F: 3 clusters Score -1160155 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1160363.875000 Penalty: 3060.957031
	Iteration 3Q: 3 clusters Score -1160364 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1160593.375000 Penalty: 3060.957031
	Iteration 4Q: 3 clusters Score -1160593 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1160881.500000 Penalty: 3060.957031
	Iteration 5Q: 3 clusters Score -1160882 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1161244.500000 Penalty: 3060.957031
	Iteration 6Q: 3 clusters Score -1161244 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1161707.375000 Penalty: 3060.957031
	Iteration 7F: 3 clusters Score -1161707 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1162209.125000 Penalty: 3060.957031
	Iteration 8F: 3 clusters Score -1162209 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1162682.000000 Penalty: 3060.957031
	Iteration 9F: 3 clusters Score -1162682 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1163113.625000 Penalty: 3060.957031
	Iteration 10Q: 3 clusters Score -1163114 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1163479.625000 Penalty: 3060.957031
	Iteration 11Q: 3 clusters Score -1163480 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1163761.500000 Penalty: 3060.957031
	Iteration 12Q: 3 clusters Score -1163762 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1163959.875000 Penalty: 3060.957031
	Iteration 13Q: 3 clusters Score -1163960 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1164103.625000 Penalty: 3060.957031
	Iteration 14Q: 3 clusters Score -1164104 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1164210.875000 Penalty: 3060.957031
	Iteration 15Q: 3 clusters Score -1164211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1164290.250000 Penalty: 3060.957031
	Iteration 16Q: 3 clusters Score -1164290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1164345.500000 Penalty: 3060.957031
	Iteration 17Q: 3 clusters Score -1164346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1164380.000000 Penalty: 3060.957031
	Iteration 18Q: 3 clusters Score -1164380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1164404.125000 Penalty: 3060.957031
	Iteration 19Q: 3 clusters Score -1164404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1164422.000000 Penalty: 3060.957031
	Iteration 20F: 3 clusters Score -1164422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1164436.625000 Penalty: 3060.957031
	Iteration 21Q: 3 clusters Score -1164437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1164453.375000 Penalty: 3060.957031
	Iteration 22Q: 3 clusters Score -1164453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1164469.875000 Penalty: 3060.957031
	Iteration 23Q: 3 clusters Score -1164470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1164479.750000 Penalty: 3060.957031
	Iteration 24Q: 3 clusters Score -1164480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1164491.625000 Penalty: 3060.957031
	Iteration 25Q: 3 clusters Score -1164492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1164501.625000 Penalty: 3060.957031
	Iteration 26Q: 3 clusters Score -1164502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1164511.125000 Penalty: 3060.957031
	Iteration 27Q: 3 clusters Score -1164511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1164515.750000 Penalty: 3060.957031
	Iteration 28Q: 3 clusters Score -1164516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1164523.125000 Penalty: 3060.957031
	Iteration 29Q: 3 clusters Score -1164523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1164530.500000 Penalty: 3060.957031
	Iteration 30Q: 3 clusters Score -1164530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1164537.250000 Penalty: 3060.957031
	Iteration 31Q: 3 clusters Score -1164537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1164539.500000 Penalty: 3060.957031
	Iteration 32Q: 3 clusters Score -1164540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1164539.875000 Penalty: 3060.957031
	Iteration 33Q: 3 clusters Score -1164540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1164541.125000 Penalty: 3060.957031
	Iteration 34Q: 3 clusters Score -1164541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1164541.125000 Penalty: 3060.957031
	Iteration 35F: 3 clusters Score -1164541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Entering Unmasked Estep 
Score: -2021428.875000 Penalty: 1621.747559
	Iteration 0F: 2 clusters Score -2021429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2006612.000000 Penalty: 3243.495117
	Iteration 0F: 3 clusters Score -2006612 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2012062.125000 Penalty: 3243.495117
	Iteration 1F: 3 clusters Score -2012062 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2012422.125000 Penalty: 3243.495117
	Iteration 2Q: 3 clusters Score -2012422 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2012815.375000 Penalty: 3243.495117
	Iteration 3Q: 3 clusters Score -2012815 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2013314.375000 Penalty: 3243.495117
	Iteration 4Q: 3 clusters Score -2013314 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2013903.250000 Penalty: 3243.495117
	Iteration 5F: 3 clusters Score -2013903 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2014581.625000 Penalty: 3243.495117
	Iteration 6F: 3 clusters Score -2014582 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2015378.375000 Penalty: 3243.495117
	Iteration 7F: 3 clusters Score -2015378 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2016243.000000 Penalty: 3243.495117
	Iteration 8F: 3 clusters Score -2016243 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2017032.500000 Penalty: 3243.495117
	Iteration 9Q: 3 clusters Score -2017032 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2017589.000000 Penalty: 3243.495117
	Iteration 10Q: 3 clusters Score -2017589 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2017880.250000 Penalty: 3243.495117
	Iteration 11Q: 3 clusters Score -2017880 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2018044.500000 Penalty: 3243.495117
	Iteration 12Q: 3 clusters Score -2018044 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2018158.875000 Penalty: 3243.495117
	Iteration 13Q: 3 clusters Score -2018159 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2018251.000000 Penalty: 3243.495117
	Iteration 14Q: 3 clusters Score -2018251 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2018350.375000 Penalty: 3243.495117
	Iteration 15Q: 3 clusters Score -2018350 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2018450.000000 Penalty: 3243.495117
	Iteration 16Q: 3 clusters Score -2018450 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2018556.000000 Penalty: 3243.495117
	Iteration 17Q: 3 clusters Score -2018556 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2018652.375000 Penalty: 3243.495117
	Iteration 18Q: 3 clusters Score -2018652 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2018753.250000 Penalty: 3243.495117
	Iteration 19Q: 3 clusters Score -2018753 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2018829.250000 Penalty: 3243.495117
	Iteration 20F: 3 clusters Score -2018829 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2018918.875000 Penalty: 3243.495117
	Iteration 21Q: 3 clusters Score -2018919 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2018997.875000 Penalty: 3243.495117
	Iteration 22Q: 3 clusters Score -2018998 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2019071.125000 Penalty: 3243.495117
	Iteration 23Q: 3 clusters Score -2019071 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2019143.750000 Penalty: 3243.495117
	Iteration 24Q: 3 clusters Score -2019144 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2019206.250000 Penalty: 3243.495117
	Iteration 25Q: 3 clusters Score -2019206 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2019272.375000 Penalty: 3243.495117
	Iteration 26Q: 3 clusters Score -2019272 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2019343.000000 Penalty: 3243.495117
	Iteration 27Q: 3 clusters Score -2019343 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2019404.875000 Penalty: 3243.495117
	Iteration 28Q: 3 clusters Score -2019405 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2019465.125000 Penalty: 3243.495117
	Iteration 29Q: 3 clusters Score -2019465 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2019527.750000 Penalty: 3243.495117
	Iteration 30Q: 3 clusters Score -2019528 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2019593.875000 Penalty: 3243.495117
	Iteration 31Q: 3 clusters Score -2019594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2019660.000000 Penalty: 3243.495117
	Iteration 32Q: 3 clusters Score -2019660 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2019712.500000 Penalty: 3243.495117
	Iteration 33Q: 3 clusters Score -2019712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2019748.250000 Penalty: 3243.495117
	Iteration 34Q: 3 clusters Score -2019748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2019790.000000 Penalty: 3243.495117
	Iteration 35Q: 3 clusters Score -2019790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2019825.500000 Penalty: 3243.495117
	Iteration 36Q: 3 clusters Score -2019826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2019853.750000 Penalty: 3243.495117
	Iteration 37Q: 3 clusters Score -2019854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2019873.500000 Penalty: 3243.495117
	Iteration 38Q: 3 clusters Score -2019874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2019900.500000 Penalty: 3243.495117
	Iteration 39Q: 3 clusters Score -2019900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2019924.375000 Penalty: 3243.495117
	Iteration 40F: 3 clusters Score -2019924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2019937.000000 Penalty: 3243.495117
	Iteration 41Q: 3 clusters Score -2019937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2019944.625000 Penalty: 3243.495117
	Iteration 42Q: 3 clusters Score -2019945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2019958.375000 Penalty: 3243.495117
	Iteration 43Q: 3 clusters Score -2019958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2019967.000000 Penalty: 3243.495117
	Iteration 44Q: 3 clusters Score -2019967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2019975.500000 Penalty: 3243.495117
	Iteration 45Q: 3 clusters Score -2019976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2019976.250000 Penalty: 3243.495117
	Iteration 46Q: 3 clusters Score -2019976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2019982.375000 Penalty: 3243.495117
	Iteration 47Q: 3 clusters Score -2019982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2019981.500000 Penalty: 3243.495117
	Iteration 48Q: 3 clusters Score -2019982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2019986.875000 Penalty: 3243.495117
	Iteration 49Q: 3 clusters Score -2019987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2019986.750000 Penalty: 3243.495117
	Iteration 50Q: 3 clusters Score -2019987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2019987.250000 Penalty: 3243.495117
	Iteration 51Q: 3 clusters Score -2019987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2019987.625000 Penalty: 3243.495117
	Iteration 52Q: 3 clusters Score -2019988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2019988.250000 Penalty: 3243.495117
	Iteration 53Q: 3 clusters Score -2019988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2019987.125000 Penalty: 3243.495117
	Iteration 54Q: 3 clusters Score -2019987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2019991.375000 Penalty: 3243.495117
	Iteration 55Q: 3 clusters Score -2019991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2019993.250000 Penalty: 3243.495117
	Iteration 56Q: 3 clusters Score -2019993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2019993.250000 Penalty: 3243.495117
	Iteration 57Q: 3 clusters Score -2019993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2019992.375000 Penalty: 3243.495117
	Iteration 58Q: 3 clusters Score -2019992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2019992.250000 Penalty: 3243.495117
	Iteration 59Q: 3 clusters Score -2019992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2019994.375000 Penalty: 3243.495117
	Iteration 60F: 3 clusters Score -2019994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2019994.625000 Penalty: 3243.495117
	Iteration 61Q: 3 clusters Score -2019995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2019994.625000 Penalty: 3243.495117
	Iteration 62F: 3 clusters Score -2019995 nChanged 0
--- Evaluating fit on full set of 1807784 points ---
Entering Unmasked Estep 
Score: -164278752.000000 Penalty: 32777.320312
25->15 Clusters: Score -164278752.000000, best is -164286240.000000

Main iterations: 0 (time per=infms)
Total iterations: 37201 (time per=217.541195ms)
Iterations metric 2: 1668435279872.000000 (time per=4.850503ns)
Iterations metric 3: 40041678110720.000000 (time per=202.108163ps)

That took 8092.750000 seconds.
